warning: commands will be executed using /bin/sh
job 2953 at Thu Mar 13 14:40:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140312/YutaMouse20-140312/YutaMouse20-140312
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1847737 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 32438 members 
Mstep: Class 3 contains 32450 members 
Mstep: Class 4 contains 32285 members 
Mstep: Class 5 contains 32352 members 
Mstep: Class 6 contains 32599 members 
Mstep: Class 7 contains 32175 members 
Mstep: Class 8 contains 32389 members 
Mstep: Class 9 contains 32289 members 
Mstep: Class 10 contains 32591 members 
Mstep: Class 11 contains 32335 members 
Mstep: Class 12 contains 32172 members 
Mstep: Class 13 contains 32490 members 
Mstep: Class 14 contains 32563 members 
Mstep: Class 15 contains 32625 members 
Mstep: Class 16 contains 32376 members 
Mstep: Class 17 contains 32444 members 
Mstep: Class 18 contains 32424 members 
Mstep: Class 19 contains 32185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 236.836472 but Gain 3306.050781
Score: -81978208.000000 Penalty: 59508.957031
Iteration 0F: 19 clusters Score -8.197821e+07 nChanged 579447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 133406 members 
Mstep: Class 3 contains 54802 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 18775 members 
Mstep: Class 6 contains 39270 members 
Mstep: Class 7 contains 66015 members 
Mstep: Class 8 contains 8368 members 
Mstep: Class 9 contains 10711 members 
Mstep: Class 10 contains 7892 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 25053 members 
Mstep: Class 13 contains 69205 members 
Mstep: Class 14 contains 67416 members 
Mstep: Class 15 contains 41387 members 
Mstep: Class 16 contains 6255 members 
Mstep: Class 17 contains 5254 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 13510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3000.806641 but Gain 3306.054688
Score: -84087056.000000 Penalty: 56202.902344
Iteration 1F: 18 clusters Score -8.408706e+07 nChanged 162566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1927 members 
Mstep: Class 1 contains 182003 members 
Mstep: Class 3 contains 47029 members 
Mstep: Class 5 contains 16064 members 
Mstep: Class 6 contains 30975 members 
Mstep: Class 7 contains 69452 members 
Mstep: Class 8 contains 5776 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 34607 members 
Mstep: Class 12 contains 18098 members 
Mstep: Class 13 contains 77215 members 
Mstep: Class 14 contains 70778 members 
Mstep: Class 15 contains 39620 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2982.783691 but Gain 3306.054688
Score: -84309176.000000 Penalty: 52896.847656
Iteration 2F: 17 clusters Score -8.430918e+07 nChanged 116539
Entering Unmasked Mstep 
Mstep: Class 0 contains 738 members 
Mstep: Class 1 contains 219713 members 
Mstep: Class 3 contains 37039 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 25489 members 
Mstep: Class 7 contains 67243 members 
Mstep: Class 8 contains 4624 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 34657 members 
Mstep: Class 12 contains 11843 members 
Mstep: Class 13 contains 79510 members 
Mstep: Class 14 contains 67299 members 
Mstep: Class 15 contains 42931 members 
Mstep: Class 16 contains 1727 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 1336 members 
Mstep: Class 19 contains 3979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2276.652100 but Gain 3306.050781
Score: -84514688.000000 Penalty: 49590.796875
Iteration 3F: 16 clusters Score -8.451469e+07 nChanged 88449
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 234868 members 
Mstep: Class 3 contains 29467 members 
Mstep: Class 5 contains 13320 members 
Mstep: Class 6 contains 23358 members 
Mstep: Class 7 contains 67130 members 
Mstep: Class 8 contains 4209 members 
Mstep: Class 10 contains 1373 members 
Mstep: Class 11 contains 34502 members 
Mstep: Class 12 contains 8090 members 
Mstep: Class 13 contains 84053 members 
Mstep: Class 14 contains 63378 members 
Mstep: Class 15 contains 47225 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 17 contains 2063 members 
Mstep: Class 18 contains 1323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84582424.000000 Penalty: 49590.796875
Iteration 4F: 16 clusters Score -8.458242e+07 nChanged 72242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 233919 members 
Mstep: Class 3 contains 23703 members 
Mstep: Class 5 contains 13581 members 
Mstep: Class 6 contains 22931 members 
Mstep: Class 7 contains 69149 members 
Mstep: Class 8 contains 4318 members 
Mstep: Class 10 contains 1352 members 
Mstep: Class 11 contains 33991 members 
Mstep: Class 12 contains 5842 members 
Mstep: Class 13 contains 91067 members 
Mstep: Class 14 contains 59573 members 
Mstep: Class 15 contains 51712 members 
Mstep: Class 16 contains 1440 members 
Mstep: Class 17 contains 2011 members 
Mstep: Class 18 contains 1308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84627128.000000 Penalty: 49590.796875
Iteration 5F: 16 clusters Score -8.462713e+07 nChanged 65325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 224982 members 
Mstep: Class 3 contains 19197 members 
Mstep: Class 5 contains 14241 members 
Mstep: Class 6 contains 23605 members 
Mstep: Class 7 contains 73389 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 10 contains 1346 members 
Mstep: Class 11 contains 33078 members 
Mstep: Class 12 contains 4557 members 
Mstep: Class 13 contains 100639 members 
Mstep: Class 14 contains 55763 members 
Mstep: Class 15 contains 55706 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84671168.000000 Penalty: 49590.796875
Iteration 6F: 16 clusters Score -8.467117e+07 nChanged 60772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 211022 members 
Mstep: Class 3 contains 15305 members 
Mstep: Class 5 contains 14925 members 
Mstep: Class 6 contains 25048 members 
Mstep: Class 7 contains 79510 members 
Mstep: Class 8 contains 4816 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 31722 members 
Mstep: Class 12 contains 3881 members 
Mstep: Class 13 contains 112480 members 
Mstep: Class 14 contains 51555 members 
Mstep: Class 15 contains 59307 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84711224.000000 Penalty: 49590.796875
Iteration 7F: 16 clusters Score -8.471122e+07 nChanged 55730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 3 contains 11950 members 
Mstep: Class 5 contains 15500 members 
Mstep: Class 6 contains 27049 members 
Mstep: Class 7 contains 86583 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 30099 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 125910 members 
Mstep: Class 14 contains 47185 members 
Mstep: Class 15 contains 62476 members 
Mstep: Class 16 contains 1408 members 
Mstep: Class 17 contains 2438 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84746712.000000 Penalty: 49590.796875
Iteration 8F: 16 clusters Score -8.474671e+07 nChanged 49556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177434 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 5 contains 16067 members 
Mstep: Class 6 contains 29383 members 
Mstep: Class 7 contains 93861 members 
Mstep: Class 8 contains 4874 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 28363 members 
Mstep: Class 12 contains 3231 members 
Mstep: Class 13 contains 139482 members 
Mstep: Class 14 contains 42325 members 
Mstep: Class 15 contains 65161 members 
Mstep: Class 16 contains 1407 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84779624.000000 Penalty: 49590.796875
Iteration 9F: 16 clusters Score -8.477962e+07 nChanged 40577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 165041 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 5 contains 16578 members 
Mstep: Class 6 contains 31427 members 
Mstep: Class 7 contains 99992 members 
Mstep: Class 8 contains 4683 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 26625 members 
Mstep: Class 12 contains 3133 members 
Mstep: Class 13 contains 150995 members 
Mstep: Class 14 contains 36994 members 
Mstep: Class 15 contains 67020 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84798112.000000 Penalty: 49590.796875
Iteration 10F: 16 clusters Score -8.479811e+07 nChanged 35585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 154112 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 5 contains 17347 members 
Mstep: Class 6 contains 33740 members 
Mstep: Class 7 contains 105540 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 25028 members 
Mstep: Class 12 contains 3199 members 
Mstep: Class 13 contains 160027 members 
Mstep: Class 14 contains 32310 members 
Mstep: Class 15 contains 68392 members 
Mstep: Class 16 contains 1413 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84808704.000000 Penalty: 49590.796875
Iteration 11F: 16 clusters Score -8.48087e+07 nChanged 33092
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 145364 members 
Mstep: Class 3 contains 3745 members 
Mstep: Class 5 contains 18241 members 
Mstep: Class 6 contains 35949 members 
Mstep: Class 7 contains 110586 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 23567 members 
Mstep: Class 12 contains 3416 members 
Mstep: Class 13 contains 166106 members 
Mstep: Class 14 contains 28493 members 
Mstep: Class 15 contains 69497 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2803.550049 but Gain 3306.054688
Score: -84816088.000000 Penalty: 46284.742188
Iteration 12F: 15 clusters Score -8.481609e+07 nChanged 34189
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 5 contains 19197 members 
Mstep: Class 6 contains 37902 members 
Mstep: Class 7 contains 115502 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 22367 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 168414 members 
Mstep: Class 14 contains 25587 members 
Mstep: Class 15 contains 70932 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84825120.000000 Penalty: 46284.742188
Iteration 13F: 15 clusters Score -8.482512e+07 nChanged 28934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 140204 members 
Mstep: Class 5 contains 20081 members 
Mstep: Class 6 contains 39032 members 
Mstep: Class 7 contains 120245 members 
Mstep: Class 8 contains 2946 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 21385 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 166295 members 
Mstep: Class 14 contains 22885 members 
Mstep: Class 15 contains 71424 members 
Mstep: Class 16 contains 1404 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84832552.000000 Penalty: 46284.742188
Iteration 14Q: 15 clusters Score -8.483255e+07 nChanged 25299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 140564 members 
Mstep: Class 5 contains 20869 members 
Mstep: Class 6 contains 39793 members 
Mstep: Class 7 contains 124868 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 20631 members 
Mstep: Class 12 contains 5030 members 
Mstep: Class 13 contains 162054 members 
Mstep: Class 14 contains 20653 members 
Mstep: Class 15 contains 71872 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84840152.000000 Penalty: 46284.742188
Iteration 15Q: 15 clusters Score -8.484015e+07 nChanged 22275
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 142321 members 
Mstep: Class 5 contains 21611 members 
Mstep: Class 6 contains 40130 members 
Mstep: Class 7 contains 129187 members 
Mstep: Class 8 contains 1822 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 20138 members 
Mstep: Class 12 contains 5945 members 
Mstep: Class 13 contains 156796 members 
Mstep: Class 14 contains 18743 members 
Mstep: Class 15 contains 71993 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84848000.000000 Penalty: 46284.742188
Iteration 16Q: 15 clusters Score -8.4848e+07 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 145010 members 
Mstep: Class 5 contains 22190 members 
Mstep: Class 6 contains 40097 members 
Mstep: Class 7 contains 132892 members 
Mstep: Class 8 contains 1365 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 12 contains 6868 members 
Mstep: Class 13 contains 151608 members 
Mstep: Class 14 contains 16923 members 
Mstep: Class 15 contains 71846 members 
Mstep: Class 16 contains 1390 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84855016.000000 Penalty: 46284.742188
Iteration 17Q: 15 clusters Score -8.485502e+07 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 147980 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 39932 members 
Mstep: Class 7 contains 135786 members 
Mstep: Class 8 contains 1022 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 19684 members 
Mstep: Class 12 contains 7674 members 
Mstep: Class 13 contains 147105 members 
Mstep: Class 14 contains 15337 members 
Mstep: Class 15 contains 71546 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84859984.000000 Penalty: 46284.742188
Iteration 18Q: 15 clusters Score -8.485998e+07 nChanged 14470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150808 members 
Mstep: Class 5 contains 22792 members 
Mstep: Class 6 contains 39744 members 
Mstep: Class 7 contains 137786 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 19611 members 
Mstep: Class 12 contains 8323 members 
Mstep: Class 13 contains 143537 members 
Mstep: Class 14 contains 13959 members 
Mstep: Class 15 contains 71268 members 
Mstep: Class 16 contains 1381 members 
Mstep: Class 17 contains 3256 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84863560.000000 Penalty: 46284.742188
Iteration 19Q: 15 clusters Score -8.486356e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 5 contains 22835 members 
Mstep: Class 6 contains 39606 members 
Mstep: Class 7 contains 138755 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 10 contains 1344 members 
Mstep: Class 11 contains 19592 members 
Mstep: Class 12 contains 8888 members 
Mstep: Class 13 contains 141192 members 
Mstep: Class 14 contains 12801 members 
Mstep: Class 15 contains 71003 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 3270 members 
Mstep: Class 18 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84866008.000000 Penalty: 46284.742188
Iteration 20F: 15 clusters Score -8.486601e+07 nChanged 11625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 5 contains 22846 members 
Mstep: Class 6 contains 39596 members 
Mstep: Class 7 contains 139148 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 19645 members 
Mstep: Class 12 contains 9435 members 
Mstep: Class 13 contains 139346 members 
Mstep: Class 14 contains 11885 members 
Mstep: Class 15 contains 70835 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84867040.000000 Penalty: 46284.742188
Iteration 21Q: 15 clusters Score -8.486704e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 156992 members 
Mstep: Class 5 contains 22803 members 
Mstep: Class 6 contains 39713 members 
Mstep: Class 7 contains 139141 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 9959 members 
Mstep: Class 13 contains 137825 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 70735 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 3333 members 
Mstep: Class 18 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84868160.000000 Penalty: 46284.742188
Iteration 22Q: 15 clusters Score -8.486816e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 158076 members 
Mstep: Class 5 contains 22746 members 
Mstep: Class 6 contains 39884 members 
Mstep: Class 7 contains 138927 members 
Mstep: Class 8 contains 409 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 19911 members 
Mstep: Class 12 contains 10450 members 
Mstep: Class 13 contains 136778 members 
Mstep: Class 14 contains 10589 members 
Mstep: Class 15 contains 70763 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84869264.000000 Penalty: 46284.742188
Iteration 23Q: 15 clusters Score -8.486926e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 158736 members 
Mstep: Class 5 contains 22711 members 
Mstep: Class 6 contains 40067 members 
Mstep: Class 7 contains 138395 members 
Mstep: Class 8 contains 377 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 20094 members 
Mstep: Class 12 contains 10905 members 
Mstep: Class 13 contains 136226 members 
Mstep: Class 14 contains 10119 members 
Mstep: Class 15 contains 70883 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 3368 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84870048.000000 Penalty: 46284.742188
Iteration 24Q: 15 clusters Score -8.487005e+07 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 158840 members 
Mstep: Class 5 contains 22694 members 
Mstep: Class 6 contains 40212 members 
Mstep: Class 7 contains 137904 members 
Mstep: Class 8 contains 362 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 20294 members 
Mstep: Class 12 contains 11305 members 
Mstep: Class 13 contains 136030 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 71108 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84871848.000000 Penalty: 46284.742188
Iteration 25Q: 15 clusters Score -8.487185e+07 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 5 contains 22712 members 
Mstep: Class 6 contains 40293 members 
Mstep: Class 7 contains 137392 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 20474 members 
Mstep: Class 12 contains 11695 members 
Mstep: Class 13 contains 136190 members 
Mstep: Class 14 contains 9440 members 
Mstep: Class 15 contains 71343 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84873176.000000 Penalty: 46284.742188
Iteration 26Q: 15 clusters Score -8.487318e+07 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 158018 members 
Mstep: Class 5 contains 22670 members 
Mstep: Class 6 contains 40457 members 
Mstep: Class 7 contains 136825 members 
Mstep: Class 8 contains 339 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 20663 members 
Mstep: Class 12 contains 12054 members 
Mstep: Class 13 contains 136738 members 
Mstep: Class 14 contains 9132 members 
Mstep: Class 15 contains 71628 members 
Mstep: Class 16 contains 1379 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84874520.000000 Penalty: 46284.742188
Iteration 27Q: 15 clusters Score -8.487452e+07 nChanged 7828
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 157177 members 
Mstep: Class 5 contains 22629 members 
Mstep: Class 6 contains 40511 members 
Mstep: Class 7 contains 136269 members 
Mstep: Class 8 contains 336 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 20842 members 
Mstep: Class 12 contains 12367 members 
Mstep: Class 13 contains 137595 members 
Mstep: Class 14 contains 8849 members 
Mstep: Class 15 contains 71961 members 
Mstep: Class 16 contains 1377 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84876464.000000 Penalty: 46284.742188
Iteration 28Q: 15 clusters Score -8.487646e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 156463 members 
Mstep: Class 5 contains 22646 members 
Mstep: Class 6 contains 40497 members 
Mstep: Class 7 contains 135632 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21029 members 
Mstep: Class 12 contains 12611 members 
Mstep: Class 13 contains 138580 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 72221 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 3334 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84878000.000000 Penalty: 46284.742188
Iteration 29Q: 15 clusters Score -8.4878e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 155765 members 
Mstep: Class 5 contains 22667 members 
Mstep: Class 6 contains 40480 members 
Mstep: Class 7 contains 134974 members 
Mstep: Class 8 contains 328 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21172 members 
Mstep: Class 12 contains 12836 members 
Mstep: Class 13 contains 139573 members 
Mstep: Class 14 contains 8222 members 
Mstep: Class 15 contains 72545 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 3321 members 
Mstep: Class 18 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84879528.000000 Penalty: 46284.742188
Iteration 30Q: 15 clusters Score -8.487953e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 5 contains 22745 members 
Mstep: Class 6 contains 40372 members 
Mstep: Class 7 contains 134230 members 
Mstep: Class 8 contains 324 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21344 members 
Mstep: Class 12 contains 13053 members 
Mstep: Class 13 contains 140675 members 
Mstep: Class 14 contains 7878 members 
Mstep: Class 15 contains 72883 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 3305 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84881008.000000 Penalty: 46284.742188
Iteration 31Q: 15 clusters Score -8.488101e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 154434 members 
Mstep: Class 5 contains 22828 members 
Mstep: Class 6 contains 40264 members 
Mstep: Class 7 contains 133453 members 
Mstep: Class 8 contains 321 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21508 members 
Mstep: Class 12 contains 13253 members 
Mstep: Class 13 contains 141851 members 
Mstep: Class 14 contains 7535 members 
Mstep: Class 15 contains 73144 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84882592.000000 Penalty: 46284.742188
Iteration 32Q: 15 clusters Score -8.488259e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 5 contains 22866 members 
Mstep: Class 6 contains 40110 members 
Mstep: Class 7 contains 132655 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21700 members 
Mstep: Class 12 contains 13424 members 
Mstep: Class 13 contains 143052 members 
Mstep: Class 14 contains 7211 members 
Mstep: Class 15 contains 73397 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84884104.000000 Penalty: 46284.742188
Iteration 33Q: 15 clusters Score -8.48841e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 153345 members 
Mstep: Class 5 contains 22939 members 
Mstep: Class 6 contains 39923 members 
Mstep: Class 7 contains 131887 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 21892 members 
Mstep: Class 12 contains 13577 members 
Mstep: Class 13 contains 144158 members 
Mstep: Class 14 contains 6942 members 
Mstep: Class 15 contains 73623 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84885216.000000 Penalty: 46284.742188
Iteration 34Q: 15 clusters Score -8.488522e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 5 contains 23003 members 
Mstep: Class 6 contains 39782 members 
Mstep: Class 7 contains 131270 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 22087 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 145169 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 73819 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84886160.000000 Penalty: 46284.742188
Iteration 35Q: 15 clusters Score -8.488616e+07 nChanged 5946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 152067 members 
Mstep: Class 5 contains 23111 members 
Mstep: Class 6 contains 39678 members 
Mstep: Class 7 contains 130791 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 22294 members 
Mstep: Class 12 contains 13905 members 
Mstep: Class 13 contains 145971 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 74026 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 3270 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84886672.000000 Penalty: 46284.742188
Iteration 36Q: 15 clusters Score -8.488667e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 151612 members 
Mstep: Class 5 contains 23201 members 
Mstep: Class 6 contains 39511 members 
Mstep: Class 7 contains 130493 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 22534 members 
Mstep: Class 12 contains 14055 members 
Mstep: Class 13 contains 146463 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 74246 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 3265 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84887672.000000 Penalty: 46284.742188
Iteration 37Q: 15 clusters Score -8.488767e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 151247 members 
Mstep: Class 5 contains 23283 members 
Mstep: Class 6 contains 39349 members 
Mstep: Class 7 contains 130388 members 
Mstep: Class 8 contains 305 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 22747 members 
Mstep: Class 12 contains 14182 members 
Mstep: Class 13 contains 146683 members 
Mstep: Class 14 contains 5995 members 
Mstep: Class 15 contains 74444 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3264 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84888504.000000 Penalty: 46284.742188
Iteration 38Q: 15 clusters Score -8.48885e+07 nChanged 5173
Entering ConstructFrom: 
Score: -84888504.000000 Penalty: 46284.742188
Entering ConstructFrom: 
Trying to split cluster 1 (150979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Entering Unmasked Estep 
Score: -21100842.000000 Penalty: 2957.374268
	Iteration 0F: 2 clusters Score -2.110084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75249 members 
Mstep: Class 2 contains 75730 members 
Entering Unmasked Estep 
Score: -21001814.000000 Penalty: 5914.748535
	Iteration 0F: 3 clusters Score -2.100181e+07 nChanged 72144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
Score: -21044134.000000 Penalty: 5914.748535
	Iteration 1F: 3 clusters Score -2.104413e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67748 members 
Mstep: Class 2 contains 83231 members 
Entering Unmasked Estep 
Score: -21045858.000000 Penalty: 5914.748535
	Iteration 2Q: 3 clusters Score -2.104586e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -21048990.000000 Penalty: 5914.748535
	Iteration 3Q: 3 clusters Score -2.104899e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -21053958.000000 Penalty: 5914.748535
	Iteration 4F: 3 clusters Score -2.105396e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 103036 members 
Entering Unmasked Estep 
Score: -21062060.000000 Penalty: 5914.748535
	Iteration 5F: 3 clusters Score -2.106206e+07 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -21071154.000000 Penalty: 5914.748535
	Iteration 6F: 3 clusters Score -2.107115e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 121519 members 
Entering Unmasked Estep 
Score: -21079626.000000 Penalty: 5914.748535
	Iteration 7F: 3 clusters Score -2.107963e+07 nChanged 7890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 128377 members 
Entering Unmasked Estep 
Score: -21086010.000000 Penalty: 5914.748535
	Iteration 8F: 3 clusters Score -2.108601e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 133087 members 
Entering Unmasked Estep 
Score: -21090438.000000 Penalty: 5914.748535
	Iteration 9Q: 3 clusters Score -2.109044e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 136210 members 
Entering Unmasked Estep 
Score: -21093170.000000 Penalty: 5914.748535
	Iteration 10Q: 3 clusters Score -2.109317e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 138413 members 
Entering Unmasked Estep 
Score: -21094808.000000 Penalty: 5914.748535
	Iteration 11Q: 3 clusters Score -2.109481e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -21095918.000000 Penalty: 5914.748535
	Iteration 12Q: 3 clusters Score -2.109592e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 141391 members 
Entering Unmasked Estep 
Score: -21096526.000000 Penalty: 5914.748535
	Iteration 13Q: 3 clusters Score -2.109653e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 142513 members 
Entering Unmasked Estep 
Score: -21096958.000000 Penalty: 5914.748535
	Iteration 14Q: 3 clusters Score -2.109696e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 143495 members 
Entering Unmasked Estep 
Score: -21097374.000000 Penalty: 5914.748535
	Iteration 15Q: 3 clusters Score -2.109737e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 144363 members 
Entering Unmasked Estep 
Score: -21097700.000000 Penalty: 5914.748535
	Iteration 16Q: 3 clusters Score -2.10977e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 145088 members 
Entering Unmasked Estep 
Score: -21097954.000000 Penalty: 5914.748535
	Iteration 17Q: 3 clusters Score -2.109795e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 145719 members 
Entering Unmasked Estep 
Score: -21098196.000000 Penalty: 5914.748535
	Iteration 18Q: 3 clusters Score -2.10982e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 146238 members 
Entering Unmasked Estep 
Score: -21098322.000000 Penalty: 5914.748535
	Iteration 19Q: 3 clusters Score -2.109832e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -21098394.000000 Penalty: 5914.748535
	Iteration 20F: 3 clusters Score -2.109839e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -21098466.000000 Penalty: 5914.748535
	Iteration 21Q: 3 clusters Score -2.109847e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 147320 members 
Entering Unmasked Estep 
Score: -21098476.000000 Penalty: 5914.748535
	Iteration 22Q: 3 clusters Score -2.109848e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 147550 members 
Entering Unmasked Estep 
Score: -21098524.000000 Penalty: 5914.748535
	Iteration 23Q: 3 clusters Score -2.109852e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 147750 members 
Entering Unmasked Estep 
Score: -21098546.000000 Penalty: 5914.748535
	Iteration 24Q: 3 clusters Score -2.109855e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 147930 members 
Entering Unmasked Estep 
Score: -21098580.000000 Penalty: 5914.748535
	Iteration 25Q: 3 clusters Score -2.109858e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 148081 members 
Entering Unmasked Estep 
Score: -21098646.000000 Penalty: 5914.748535
	Iteration 26Q: 3 clusters Score -2.109865e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -21098714.000000 Penalty: 5914.748535
	Iteration 27Q: 3 clusters Score -2.109871e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 148335 members 
Entering Unmasked Estep 
Score: -21098742.000000 Penalty: 5914.748535
	Iteration 28Q: 3 clusters Score -2.109874e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -21098784.000000 Penalty: 5914.748535
	Iteration 29Q: 3 clusters Score -2.109878e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -21098822.000000 Penalty: 5914.748535
	Iteration 30Q: 3 clusters Score -2.109882e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 148673 members 
Entering Unmasked Estep 
Score: -21098828.000000 Penalty: 5914.748535
	Iteration 31Q: 3 clusters Score -2.109883e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 148758 members 
Entering Unmasked Estep 
Score: -21098836.000000 Penalty: 5914.748535
	Iteration 32Q: 3 clusters Score -2.109884e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -21098850.000000 Penalty: 5914.748535
	Iteration 33Q: 3 clusters Score -2.109885e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -21098864.000000 Penalty: 5914.748535
	Iteration 34Q: 3 clusters Score -2.109886e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 148946 members 
Entering Unmasked Estep 
Score: -21098874.000000 Penalty: 5914.748535
	Iteration 35Q: 3 clusters Score -2.109887e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 148985 members 
Entering Unmasked Estep 
Score: -21098866.000000 Penalty: 5914.748535
	Iteration 36Q: 3 clusters Score -2.109887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 149019 members 
Entering Unmasked Estep 
Score: -21098876.000000 Penalty: 5914.748535
	Iteration 37Q: 3 clusters Score -2.109888e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -21098882.000000 Penalty: 5914.748535
	Iteration 38Q: 3 clusters Score -2.109888e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -21098896.000000 Penalty: 5914.748535
	Iteration 39Q: 3 clusters Score -2.10989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 149125 members 
Entering Unmasked Estep 
Score: -21098876.000000 Penalty: 5914.748535
	Iteration 40F: 3 clusters Score -2.109888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 149153 members 
Entering Unmasked Estep 
Score: -21098876.000000 Penalty: 5914.748535
	Iteration 41Q: 3 clusters Score -2.109888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 149169 members 
Entering Unmasked Estep 
Score: -21098864.000000 Penalty: 5914.748535
	Iteration 42Q: 3 clusters Score -2.109886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 149190 members 
Entering Unmasked Estep 
Score: -21098884.000000 Penalty: 5914.748535
	Iteration 43Q: 3 clusters Score -2.109888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 149200 members 
Entering Unmasked Estep 
Score: -21098862.000000 Penalty: 5914.748535
	Iteration 44Q: 3 clusters Score -2.109886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 149209 members 
Entering Unmasked Estep 
Score: -21098884.000000 Penalty: 5914.748535
	Iteration 45Q: 3 clusters Score -2.109888e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -21098892.000000 Penalty: 5914.748535
	Iteration 46Q: 3 clusters Score -2.109889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 149232 members 
Entering Unmasked Estep 
Score: -21098890.000000 Penalty: 5914.748535
	Iteration 47Q: 3 clusters Score -2.109889e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 149239 members 
Entering Unmasked Estep 
Score: -21098900.000000 Penalty: 5914.748535
	Iteration 48Q: 3 clusters Score -2.10989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -21098898.000000 Penalty: 5914.748535
	Iteration 49Q: 3 clusters Score -2.10989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 149249 members 
Entering Unmasked Estep 
Score: -21098910.000000 Penalty: 5914.748535
	Iteration 50Q: 3 clusters Score -2.109891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -21098910.000000 Penalty: 5914.748535
	Iteration 51Q: 3 clusters Score -2.109891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 149250 members 
Entering Unmasked Estep 
Score: -21098910.000000 Penalty: 5914.748535
	Iteration 52F: 3 clusters Score -2.109891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Entering Unmasked Estep 
Score: -3304926.750000 Penalty: 2494.333252
	Iteration 0F: 2 clusters Score -3304927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -3288731.500000 Penalty: 4988.666504
	Iteration 0F: 3 clusters Score -3288732 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -3294146.000000 Penalty: 4988.666504
	Iteration 1F: 3 clusters Score -3294146 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -3294493.500000 Penalty: 4988.666504
	Iteration 2Q: 3 clusters Score -3294494 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -3294762.500000 Penalty: 4988.666504
	Iteration 3Q: 3 clusters Score -3294762 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3294963.500000 Penalty: 4988.666504
	Iteration 4Q: 3 clusters Score -3294964 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -3295152.750000 Penalty: 4988.666504
	Iteration 5Q: 3 clusters Score -3295153 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -3295335.500000 Penalty: 4988.666504
	Iteration 6Q: 3 clusters Score -3295336 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3295535.500000 Penalty: 4988.666504
	Iteration 7Q: 3 clusters Score -3295536 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -3295818.000000 Penalty: 4988.666504
	Iteration 8Q: 3 clusters Score -3295818 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3296232.250000 Penalty: 4988.666504
	Iteration 9Q: 3 clusters Score -3296232 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3296823.750000 Penalty: 4988.666504
	Iteration 10Q: 3 clusters Score -3296824 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3297696.000000 Penalty: 4988.666504
	Iteration 11F: 3 clusters Score -3297696 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3298788.000000 Penalty: 4988.666504
	Iteration 12F: 3 clusters Score -3298788 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3299932.250000 Penalty: 4988.666504
	Iteration 13F: 3 clusters Score -3299932 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3300964.000000 Penalty: 4988.666504
	Iteration 14Q: 3 clusters Score -3300964 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3301643.500000 Penalty: 4988.666504
	Iteration 15Q: 3 clusters Score -3301644 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3302038.750000 Penalty: 4988.666504
	Iteration 16Q: 3 clusters Score -3302039 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3302284.250000 Penalty: 4988.666504
	Iteration 17Q: 3 clusters Score -3302284 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -3302480.750000 Penalty: 4988.666504
	Iteration 18Q: 3 clusters Score -3302481 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3302669.250000 Penalty: 4988.666504
	Iteration 19Q: 3 clusters Score -3302669 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -3302794.500000 Penalty: 4988.666504
	Iteration 20F: 3 clusters Score -3302794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3302890.750000 Penalty: 4988.666504
	Iteration 21Q: 3 clusters Score -3302891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -3302940.750000 Penalty: 4988.666504
	Iteration 22Q: 3 clusters Score -3302941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -3302979.250000 Penalty: 4988.666504
	Iteration 23Q: 3 clusters Score -3302979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -3303001.750000 Penalty: 4988.666504
	Iteration 24Q: 3 clusters Score -3303002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3303014.250000 Penalty: 4988.666504
	Iteration 25Q: 3 clusters Score -3303014 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3303027.000000 Penalty: 4988.666504
	Iteration 26Q: 3 clusters Score -3303027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3303037.500000 Penalty: 4988.666504
	Iteration 27Q: 3 clusters Score -3303038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3303039.250000 Penalty: 4988.666504
	Iteration 28Q: 3 clusters Score -3303039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3303045.000000 Penalty: 4988.666504
	Iteration 29Q: 3 clusters Score -3303045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3303044.750000 Penalty: 4988.666504
	Iteration 30Q: 3 clusters Score -3303045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3303045.000000 Penalty: 4988.666504
	Iteration 31Q: 3 clusters Score -3303045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3303047.500000 Penalty: 4988.666504
	Iteration 32Q: 3 clusters Score -3303048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3303052.250000 Penalty: 4988.666504
	Iteration 33Q: 3 clusters Score -3303052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -3303056.000000 Penalty: 4988.666504
	Iteration 34Q: 3 clusters Score -3303056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3303056.750000 Penalty: 4988.666504
	Iteration 35Q: 3 clusters Score -3303057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3303060.000000 Penalty: 4988.666504
	Iteration 36Q: 3 clusters Score -3303060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3303052.750000 Penalty: 4988.666504
	Iteration 37Q: 3 clusters Score -3303053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3303061.500000 Penalty: 4988.666504
	Iteration 38Q: 3 clusters Score -3303062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -3303062.250000 Penalty: 4988.666504
	Iteration 39Q: 3 clusters Score -3303062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3303068.250000 Penalty: 4988.666504
	Iteration 40F: 3 clusters Score -3303068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3303068.000000 Penalty: 4988.666504
	Iteration 41Q: 3 clusters Score -3303068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3303066.250000 Penalty: 4988.666504
	Iteration 42Q: 3 clusters Score -3303066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3303065.500000 Penalty: 4988.666504
	Iteration 43Q: 3 clusters Score -3303066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3303066.000000 Penalty: 4988.666504
	Iteration 44Q: 3 clusters Score -3303066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3303066.000000 Penalty: 4988.666504
	Iteration 45F: 3 clusters Score -3303066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Entering Unmasked Estep 
Score: -5505034.500000 Penalty: 2622.638428
	Iteration 0F: 2 clusters Score -5505034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -5478458.500000 Penalty: 5245.276855
	Iteration 0F: 3 clusters Score -5478458 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5488170.000000 Penalty: 5245.276855
	Iteration 1F: 3 clusters Score -5488170 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -5488667.000000 Penalty: 5245.276855
	Iteration 2Q: 3 clusters Score -5488667 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -5489101.000000 Penalty: 5245.276855
	Iteration 3Q: 3 clusters Score -5489101 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -5489533.500000 Penalty: 5245.276855
	Iteration 4Q: 3 clusters Score -5489534 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -5490072.500000 Penalty: 5245.276855
	Iteration 5Q: 3 clusters Score -5490072 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5490691.000000 Penalty: 5245.276855
	Iteration 6Q: 3 clusters Score -5490691 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -5491526.000000 Penalty: 5245.276855
	Iteration 7Q: 3 clusters Score -5491526 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5492778.000000 Penalty: 5245.276855
	Iteration 8F: 3 clusters Score -5492778 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5494542.500000 Penalty: 5245.276855
	Iteration 9F: 3 clusters Score -5494542 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5496505.000000 Penalty: 5245.276855
	Iteration 10F: 3 clusters Score -5496505 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5498215.500000 Penalty: 5245.276855
	Iteration 11F: 3 clusters Score -5498216 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5499071.500000 Penalty: 5245.276855
	Iteration 12Q: 3 clusters Score -5499072 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -5499448.500000 Penalty: 5245.276855
	Iteration 13Q: 3 clusters Score -5499448 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5499705.000000 Penalty: 5245.276855
	Iteration 14Q: 3 clusters Score -5499705 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -5499903.000000 Penalty: 5245.276855
	Iteration 15Q: 3 clusters Score -5499903 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -5500086.500000 Penalty: 5245.276855
	Iteration 16Q: 3 clusters Score -5500086 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -5500216.000000 Penalty: 5245.276855
	Iteration 17Q: 3 clusters Score -5500216 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5500355.000000 Penalty: 5245.276855
	Iteration 18Q: 3 clusters Score -5500355 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5500471.000000 Penalty: 5245.276855
	Iteration 19Q: 3 clusters Score -5500471 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5500562.500000 Penalty: 5245.276855
	Iteration 20F: 3 clusters Score -5500562 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5500693.500000 Penalty: 5245.276855
	Iteration 21Q: 3 clusters Score -5500694 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -5500748.500000 Penalty: 5245.276855
	Iteration 22Q: 3 clusters Score -5500748 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -5500836.500000 Penalty: 5245.276855
	Iteration 23Q: 3 clusters Score -5500836 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5500899.000000 Penalty: 5245.276855
	Iteration 24Q: 3 clusters Score -5500899 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5500956.500000 Penalty: 5245.276855
	Iteration 25Q: 3 clusters Score -5500956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -5501000.000000 Penalty: 5245.276855
	Iteration 26Q: 3 clusters Score -5501000 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -5501040.500000 Penalty: 5245.276855
	Iteration 27Q: 3 clusters Score -5501040 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -5501065.500000 Penalty: 5245.276855
	Iteration 28Q: 3 clusters Score -5501066 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5501144.500000 Penalty: 5245.276855
	Iteration 29Q: 3 clusters Score -5501144 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -5501211.000000 Penalty: 5245.276855
	Iteration 30Q: 3 clusters Score -5501211 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -5501261.500000 Penalty: 5245.276855
	Iteration 31Q: 3 clusters Score -5501262 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5501301.500000 Penalty: 5245.276855
	Iteration 32Q: 3 clusters Score -5501302 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5501354.500000 Penalty: 5245.276855
	Iteration 33Q: 3 clusters Score -5501354 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -5501415.500000 Penalty: 5245.276855
	Iteration 34Q: 3 clusters Score -5501416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5501490.500000 Penalty: 5245.276855
	Iteration 35Q: 3 clusters Score -5501490 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5501565.000000 Penalty: 5245.276855
	Iteration 36Q: 3 clusters Score -5501565 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5501623.500000 Penalty: 5245.276855
	Iteration 37Q: 3 clusters Score -5501624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -5501684.000000 Penalty: 5245.276855
	Iteration 38Q: 3 clusters Score -5501684 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -5501721.000000 Penalty: 5245.276855
	Iteration 39Q: 3 clusters Score -5501721 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -5501770.500000 Penalty: 5245.276855
	Iteration 40F: 3 clusters Score -5501770 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -5501793.500000 Penalty: 5245.276855
	Iteration 41Q: 3 clusters Score -5501794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -5501825.500000 Penalty: 5245.276855
	Iteration 42Q: 3 clusters Score -5501826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -5501871.500000 Penalty: 5245.276855
	Iteration 43Q: 3 clusters Score -5501872 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5501913.000000 Penalty: 5245.276855
	Iteration 44Q: 3 clusters Score -5501913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -5501936.500000 Penalty: 5245.276855
	Iteration 45Q: 3 clusters Score -5501936 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -5501982.000000 Penalty: 5245.276855
	Iteration 46Q: 3 clusters Score -5501982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -5502053.500000 Penalty: 5245.276855
	Iteration 47Q: 3 clusters Score -5502054 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -5502102.500000 Penalty: 5245.276855
	Iteration 48Q: 3 clusters Score -5502102 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -5502149.500000 Penalty: 5245.276855
	Iteration 49Q: 3 clusters Score -5502150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -5502176.500000 Penalty: 5245.276855
	Iteration 50Q: 3 clusters Score -5502176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -5502215.000000 Penalty: 5245.276855
	Iteration 51Q: 3 clusters Score -5502215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -5502269.500000 Penalty: 5245.276855
	Iteration 52Q: 3 clusters Score -5502270 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -5502320.000000 Penalty: 5245.276855
	Iteration 53Q: 3 clusters Score -5502320 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -5502332.500000 Penalty: 5245.276855
	Iteration 54Q: 3 clusters Score -5502332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -5502358.000000 Penalty: 5245.276855
	Iteration 55Q: 3 clusters Score -5502358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -5502396.500000 Penalty: 5245.276855
	Iteration 56Q: 3 clusters Score -5502396 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -5502440.500000 Penalty: 5245.276855
	Iteration 57Q: 3 clusters Score -5502440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -5502473.000000 Penalty: 5245.276855
	Iteration 58Q: 3 clusters Score -5502473 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -5502474.500000 Penalty: 5245.276855
	Iteration 59Q: 3 clusters Score -5502474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5502499.000000 Penalty: 5245.276855
	Iteration 60F: 3 clusters Score -5502499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -5502521.500000 Penalty: 5245.276855
	Iteration 61Q: 3 clusters Score -5502522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -5502527.000000 Penalty: 5245.276855
	Iteration 62Q: 3 clusters Score -5502527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -5502539.000000 Penalty: 5245.276855
	Iteration 63Q: 3 clusters Score -5502539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -5502555.000000 Penalty: 5245.276855
	Iteration 64Q: 3 clusters Score -5502555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -5502576.000000 Penalty: 5245.276855
	Iteration 65Q: 3 clusters Score -5502576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -5502599.500000 Penalty: 5245.276855
	Iteration 66Q: 3 clusters Score -5502600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -5502614.000000 Penalty: 5245.276855
	Iteration 67Q: 3 clusters Score -5502614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5502620.000000 Penalty: 5245.276855
	Iteration 68Q: 3 clusters Score -5502620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -5502614.500000 Penalty: 5245.276855
	Iteration 69Q: 3 clusters Score -5502614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -5502644.500000 Penalty: 5245.276855
	Iteration 70Q: 3 clusters Score -5502644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -5502644.500000 Penalty: 5245.276855
	Iteration 71Q: 3 clusters Score -5502644 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -5502638.500000 Penalty: 5245.276855
	Iteration 72Q: 3 clusters Score -5502638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -5502662.500000 Penalty: 5245.276855
	Iteration 73Q: 3 clusters Score -5502662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -5502674.500000 Penalty: 5245.276855
	Iteration 74Q: 3 clusters Score -5502674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -5502683.500000 Penalty: 5245.276855
	Iteration 75Q: 3 clusters Score -5502684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -5502688.500000 Penalty: 5245.276855
	Iteration 76Q: 3 clusters Score -5502688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -5502708.000000 Penalty: 5245.276855
	Iteration 77Q: 3 clusters Score -5502708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -5502710.500000 Penalty: 5245.276855
	Iteration 78Q: 3 clusters Score -5502710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -5502723.000000 Penalty: 5245.276855
	Iteration 79Q: 3 clusters Score -5502723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -5502744.500000 Penalty: 5245.276855
	Iteration 80F: 3 clusters Score -5502744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5502741.500000 Penalty: 5245.276855
	Iteration 81Q: 3 clusters Score -5502742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5502748.500000 Penalty: 5245.276855
	Iteration 82Q: 3 clusters Score -5502748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -5502751.000000 Penalty: 5245.276855
	Iteration 83Q: 3 clusters Score -5502751 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -5502752.000000 Penalty: 5245.276855
	Iteration 84Q: 3 clusters Score -5502752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -5502752.000000 Penalty: 5245.276855
	Iteration 85Q: 3 clusters Score -5502752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -5502758.500000 Penalty: 5245.276855
	Iteration 86Q: 3 clusters Score -5502758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5502759.000000 Penalty: 5245.276855
	Iteration 87Q: 3 clusters Score -5502759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -5502759.000000 Penalty: 5245.276855
	Iteration 88Q: 3 clusters Score -5502759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -5502752.000000 Penalty: 5245.276855
	Iteration 89Q: 3 clusters Score -5502752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5502760.500000 Penalty: 5245.276855
	Iteration 90Q: 3 clusters Score -5502760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -5502755.500000 Penalty: 5245.276855
	Iteration 91Q: 3 clusters Score -5502756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -5502757.500000 Penalty: 5245.276855
	Iteration 92Q: 3 clusters Score -5502758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -5502756.000000 Penalty: 5245.276855
	Iteration 93Q: 3 clusters Score -5502756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -5502755.000000 Penalty: 5245.276855
	Iteration 94Q: 3 clusters Score -5502755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5502754.000000 Penalty: 5245.276855
	Iteration 95Q: 3 clusters Score -5502754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -5502754.000000 Penalty: 5245.276855
	Iteration 96F: 3 clusters Score -5502754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (130446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130446 members 
Entering Unmasked Estep 
Score: -18293966.000000 Penalty: 2921.121094
	Iteration 0F: 2 clusters Score -1.829397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -18209598.000000 Penalty: 5842.242188
	Iteration 0F: 3 clusters Score -1.82096e+07 nChanged 62185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60983 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -18246238.000000 Penalty: 5842.242188
	Iteration 1F: 3 clusters Score -1.824624e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -18247920.000000 Penalty: 5842.242188
	Iteration 2Q: 3 clusters Score -1.824792e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -18250560.000000 Penalty: 5842.242188
	Iteration 3Q: 3 clusters Score -1.825056e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -18254848.000000 Penalty: 5842.242188
	Iteration 4F: 3 clusters Score -1.825485e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 88851 members 
Entering Unmasked Estep 
Score: -18261640.000000 Penalty: 5842.242188
	Iteration 5F: 3 clusters Score -1.826164e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -18269618.000000 Penalty: 5842.242188
	Iteration 6F: 3 clusters Score -1.826962e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 103583 members 
Entering Unmasked Estep 
Score: -18276862.000000 Penalty: 5842.242188
	Iteration 7F: 3 clusters Score -1.827686e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
Score: -18282166.000000 Penalty: 5842.242188
	Iteration 8F: 3 clusters Score -1.828217e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 110597 members 
Entering Unmasked Estep 
Score: -18285110.000000 Penalty: 5842.242188
	Iteration 9Q: 3 clusters Score -1.828511e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 112386 members 
Entering Unmasked Estep 
Score: -18286686.000000 Penalty: 5842.242188
	Iteration 10Q: 3 clusters Score -1.828669e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -18287530.000000 Penalty: 5842.242188
	Iteration 11Q: 3 clusters Score -1.828753e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 115000 members 
Entering Unmasked Estep 
Score: -18288316.000000 Penalty: 5842.242188
	Iteration 12Q: 3 clusters Score -1.828832e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 115990 members 
Entering Unmasked Estep 
Score: -18289134.000000 Penalty: 5842.242188
	Iteration 13Q: 3 clusters Score -1.828913e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
Score: -18289946.000000 Penalty: 5842.242188
	Iteration 14Q: 3 clusters Score -1.828995e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -18290590.000000 Penalty: 5842.242188
	Iteration 15Q: 3 clusters Score -1.829059e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -18291156.000000 Penalty: 5842.242188
	Iteration 16Q: 3 clusters Score -1.829116e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 118077 members 
Entering Unmasked Estep 
Score: -18291514.000000 Penalty: 5842.242188
	Iteration 17Q: 3 clusters Score -1.829151e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 118190 members 
Entering Unmasked Estep 
Score: -18291884.000000 Penalty: 5842.242188
	Iteration 18Q: 3 clusters Score -1.829188e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 118208 members 
Entering Unmasked Estep 
Score: -18292086.000000 Penalty: 5842.242188
	Iteration 19Q: 3 clusters Score -1.829209e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 118175 members 
Entering Unmasked Estep 
Score: -18292240.000000 Penalty: 5842.242188
	Iteration 20F: 3 clusters Score -1.829224e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -18292346.000000 Penalty: 5842.242188
	Iteration 21Q: 3 clusters Score -1.829235e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -18292392.000000 Penalty: 5842.242188
	Iteration 22Q: 3 clusters Score -1.829239e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
Score: -18292534.000000 Penalty: 5842.242188
	Iteration 23Q: 3 clusters Score -1.829253e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 117709 members 
Entering Unmasked Estep 
Score: -18292660.000000 Penalty: 5842.242188
	Iteration 24Q: 3 clusters Score -1.829266e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 117574 members 
Entering Unmasked Estep 
Score: -18292720.000000 Penalty: 5842.242188
	Iteration 25Q: 3 clusters Score -1.829272e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 117433 members 
Entering Unmasked Estep 
Score: -18292772.000000 Penalty: 5842.242188
	Iteration 26Q: 3 clusters Score -1.829277e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -18292812.000000 Penalty: 5842.242188
	Iteration 27Q: 3 clusters Score -1.829281e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -18292828.000000 Penalty: 5842.242188
	Iteration 28Q: 3 clusters Score -1.829283e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 117031 members 
Entering Unmasked Estep 
Score: -18292874.000000 Penalty: 5842.242188
	Iteration 29Q: 3 clusters Score -1.829287e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -18292886.000000 Penalty: 5842.242188
	Iteration 30Q: 3 clusters Score -1.829289e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 116801 members 
Entering Unmasked Estep 
Score: -18292952.000000 Penalty: 5842.242188
	Iteration 31Q: 3 clusters Score -1.829295e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 116688 members 
Entering Unmasked Estep 
Score: -18292950.000000 Penalty: 5842.242188
	Iteration 32Q: 3 clusters Score -1.829295e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 116588 members 
Entering Unmasked Estep 
Score: -18292996.000000 Penalty: 5842.242188
	Iteration 33Q: 3 clusters Score -1.8293e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -18293024.000000 Penalty: 5842.242188
	Iteration 34Q: 3 clusters Score -1.829302e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 116355 members 
Entering Unmasked Estep 
Score: -18293054.000000 Penalty: 5842.242188
	Iteration 35Q: 3 clusters Score -1.829305e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 116234 members 
Entering Unmasked Estep 
Score: -18293072.000000 Penalty: 5842.242188
	Iteration 36Q: 3 clusters Score -1.829307e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 116106 members 
Entering Unmasked Estep 
Score: -18293084.000000 Penalty: 5842.242188
	Iteration 37Q: 3 clusters Score -1.829308e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 115971 members 
Entering Unmasked Estep 
Score: -18293084.000000 Penalty: 5842.242188
	Iteration 38Q: 3 clusters Score -1.829308e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -18293140.000000 Penalty: 5842.242188
	Iteration 39Q: 3 clusters Score -1.829314e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 115705 members 
Entering Unmasked Estep 
Score: -18293176.000000 Penalty: 5842.242188
	Iteration 40F: 3 clusters Score -1.829318e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -18293196.000000 Penalty: 5842.242188
	Iteration 41Q: 3 clusters Score -1.82932e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 115438 members 
Entering Unmasked Estep 
Score: -18293232.000000 Penalty: 5842.242188
	Iteration 42Q: 3 clusters Score -1.829323e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 115294 members 
Entering Unmasked Estep 
Score: -18293226.000000 Penalty: 5842.242188
	Iteration 43Q: 3 clusters Score -1.829323e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -18293244.000000 Penalty: 5842.242188
	Iteration 44Q: 3 clusters Score -1.829324e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -18293272.000000 Penalty: 5842.242188
	Iteration 45Q: 3 clusters Score -1.829327e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 114838 members 
Entering Unmasked Estep 
Score: -18293316.000000 Penalty: 5842.242188
	Iteration 46Q: 3 clusters Score -1.829332e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 114691 members 
Entering Unmasked Estep 
Score: -18293342.000000 Penalty: 5842.242188
	Iteration 47Q: 3 clusters Score -1.829334e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 114512 members 
Entering Unmasked Estep 
Score: -18293378.000000 Penalty: 5842.242188
	Iteration 48Q: 3 clusters Score -1.829338e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -18293438.000000 Penalty: 5842.242188
	Iteration 49Q: 3 clusters Score -1.829344e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -18293422.000000 Penalty: 5842.242188
	Iteration 50Q: 3 clusters Score -1.829342e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -18293452.000000 Penalty: 5842.242188
	Iteration 51Q: 3 clusters Score -1.829345e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 113902 members 
Entering Unmasked Estep 
Score: -18293488.000000 Penalty: 5842.242188
	Iteration 52Q: 3 clusters Score -1.829349e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 113755 members 
Entering Unmasked Estep 
Score: -18293500.000000 Penalty: 5842.242188
	Iteration 53Q: 3 clusters Score -1.82935e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -18293504.000000 Penalty: 5842.242188
	Iteration 54Q: 3 clusters Score -1.82935e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 113429 members 
Entering Unmasked Estep 
Score: -18293524.000000 Penalty: 5842.242188
	Iteration 55Q: 3 clusters Score -1.829352e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 113264 members 
Entering Unmasked Estep 
Score: -18293558.000000 Penalty: 5842.242188
	Iteration 56Q: 3 clusters Score -1.829356e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -18293580.000000 Penalty: 5842.242188
	Iteration 57Q: 3 clusters Score -1.829358e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -18293610.000000 Penalty: 5842.242188
	Iteration 58Q: 3 clusters Score -1.829361e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 112774 members 
Entering Unmasked Estep 
Score: -18293572.000000 Penalty: 5842.242188
	Iteration 59Q: 3 clusters Score -1.829357e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -18293626.000000 Penalty: 5842.242188
	Iteration 60F: 3 clusters Score -1.829363e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -18293648.000000 Penalty: 5842.242188
	Iteration 61Q: 3 clusters Score -1.829365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 112385 members 
Entering Unmasked Estep 
Score: -18293696.000000 Penalty: 5842.242188
	Iteration 62Q: 3 clusters Score -1.82937e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 112266 members 
Entering Unmasked Estep 
Score: -18293720.000000 Penalty: 5842.242188
	Iteration 63Q: 3 clusters Score -1.829372e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 112132 members 
Entering Unmasked Estep 
Score: -18293766.000000 Penalty: 5842.242188
	Iteration 64Q: 3 clusters Score -1.829377e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -18293800.000000 Penalty: 5842.242188
	Iteration 65Q: 3 clusters Score -1.82938e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 111884 members 
Entering Unmasked Estep 
Score: -18293832.000000 Penalty: 5842.242188
	Iteration 66Q: 3 clusters Score -1.829383e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 111765 members 
Entering Unmasked Estep 
Score: -18293866.000000 Penalty: 5842.242188
	Iteration 67Q: 3 clusters Score -1.829387e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 111671 members 
Entering Unmasked Estep 
Score: -18293864.000000 Penalty: 5842.242188
	Iteration 68Q: 3 clusters Score -1.829386e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 111577 members 
Entering Unmasked Estep 
Score: -18293886.000000 Penalty: 5842.242188
	Iteration 69Q: 3 clusters Score -1.829389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -18293888.000000 Penalty: 5842.242188
	Iteration 70Q: 3 clusters Score -1.829389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 111417 members 
Entering Unmasked Estep 
Score: -18293886.000000 Penalty: 5842.242188
	Iteration 71Q: 3 clusters Score -1.829389e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -18293882.000000 Penalty: 5842.242188
	Iteration 72Q: 3 clusters Score -1.829388e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 111281 members 
Entering Unmasked Estep 
Score: -18293928.000000 Penalty: 5842.242188
	Iteration 73Q: 3 clusters Score -1.829393e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -18293950.000000 Penalty: 5842.242188
	Iteration 74Q: 3 clusters Score -1.829395e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 111170 members 
Entering Unmasked Estep 
Score: -18293940.000000 Penalty: 5842.242188
	Iteration 75Q: 3 clusters Score -1.829394e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 111121 members 
Entering Unmasked Estep 
Score: -18293972.000000 Penalty: 5842.242188
	Iteration 76Q: 3 clusters Score -1.829397e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 111059 members 
Entering Unmasked Estep 
Score: -18293998.000000 Penalty: 5842.242188
	Iteration 77Q: 3 clusters Score -1.8294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -18294034.000000 Penalty: 5842.242188
	Iteration 78Q: 3 clusters Score -1.829403e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 110925 members 
Entering Unmasked Estep 
Score: -18294040.000000 Penalty: 5842.242188
	Iteration 79Q: 3 clusters Score -1.829404e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 110862 members 
Entering Unmasked Estep 
Score: -18294068.000000 Penalty: 5842.242188
	Iteration 80F: 3 clusters Score -1.829407e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -18294062.000000 Penalty: 5842.242188
	Iteration 81Q: 3 clusters Score -1.829406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -18294076.000000 Penalty: 5842.242188
	Iteration 82Q: 3 clusters Score -1.829408e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -18294058.000000 Penalty: 5842.242188
	Iteration 83Q: 3 clusters Score -1.829406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -18294046.000000 Penalty: 5842.242188
	Iteration 84Q: 3 clusters Score -1.829405e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 110626 members 
Entering Unmasked Estep 
Score: -18294048.000000 Penalty: 5842.242188
	Iteration 85Q: 3 clusters Score -1.829405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -18294070.000000 Penalty: 5842.242188
	Iteration 86Q: 3 clusters Score -1.829407e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -18294082.000000 Penalty: 5842.242188
	Iteration 87Q: 3 clusters Score -1.829408e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 110452 members 
Entering Unmasked Estep 
Score: -18294110.000000 Penalty: 5842.242188
	Iteration 88Q: 3 clusters Score -1.829411e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 110390 members 
Entering Unmasked Estep 
Score: -18294102.000000 Penalty: 5842.242188
	Iteration 89Q: 3 clusters Score -1.82941e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -18294100.000000 Penalty: 5842.242188
	Iteration 90Q: 3 clusters Score -1.82941e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 110281 members 
Entering Unmasked Estep 
Score: -18294124.000000 Penalty: 5842.242188
	Iteration 91Q: 3 clusters Score -1.829412e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 110221 members 
Entering Unmasked Estep 
Score: -18294130.000000 Penalty: 5842.242188
	Iteration 92Q: 3 clusters Score -1.829413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -18294140.000000 Penalty: 5842.242188
	Iteration 93Q: 3 clusters Score -1.829414e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -18294148.000000 Penalty: 5842.242188
	Iteration 94Q: 3 clusters Score -1.829415e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 110060 members 
Entering Unmasked Estep 
Score: -18294136.000000 Penalty: 5842.242188
	Iteration 95Q: 3 clusters Score -1.829414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -18294154.000000 Penalty: 5842.242188
	Iteration 96Q: 3 clusters Score -1.829415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -18294174.000000 Penalty: 5842.242188
	Iteration 97Q: 3 clusters Score -1.829417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 109927 members 
Entering Unmasked Estep 
Score: -18294164.000000 Penalty: 5842.242188
	Iteration 98Q: 3 clusters Score -1.829416e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -18294154.000000 Penalty: 5842.242188
	Iteration 99Q: 3 clusters Score -1.829415e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 109844 members 
Entering Unmasked Estep 
Score: -18294158.000000 Penalty: 5842.242188
	Iteration 100F: 3 clusters Score -1.829416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -18294152.000000 Penalty: 5842.242188
	Iteration 101Q: 3 clusters Score -1.829415e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 109782 members 
Entering Unmasked Estep 
Score: -18294158.000000 Penalty: 5842.242188
	Iteration 102Q: 3 clusters Score -1.829416e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 109755 members 
Entering Unmasked Estep 
Score: -18294176.000000 Penalty: 5842.242188
	Iteration 103Q: 3 clusters Score -1.829418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 109738 members 
Entering Unmasked Estep 
Score: -18294182.000000 Penalty: 5842.242188
	Iteration 104Q: 3 clusters Score -1.829418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 109723 members 
Entering Unmasked Estep 
Score: -18294172.000000 Penalty: 5842.242188
	Iteration 105Q: 3 clusters Score -1.829417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -18294178.000000 Penalty: 5842.242188
	Iteration 106Q: 3 clusters Score -1.829418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 109688 members 
Entering Unmasked Estep 
Score: -18294180.000000 Penalty: 5842.242188
	Iteration 107Q: 3 clusters Score -1.829418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 109663 members 
Entering Unmasked Estep 
Score: -18294164.000000 Penalty: 5842.242188
	Iteration 108Q: 3 clusters Score -1.829416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -18294164.000000 Penalty: 5842.242188
	Iteration 109Q: 3 clusters Score -1.829416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -18294202.000000 Penalty: 5842.242188
	Iteration 110Q: 3 clusters Score -1.82942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 109608 members 
Entering Unmasked Estep 
Score: -18294186.000000 Penalty: 5842.242188
	Iteration 111Q: 3 clusters Score -1.829419e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -18294198.000000 Penalty: 5842.242188
	Iteration 112Q: 3 clusters Score -1.82942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -18294200.000000 Penalty: 5842.242188
	Iteration 113Q: 3 clusters Score -1.82942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 109510 members 
Entering Unmasked Estep 
Score: -18294206.000000 Penalty: 5842.242188
	Iteration 114Q: 3 clusters Score -1.829421e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 109475 members 
Entering Unmasked Estep 
Score: -18294200.000000 Penalty: 5842.242188
	Iteration 115Q: 3 clusters Score -1.82942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 109437 members 
Entering Unmasked Estep 
Score: -18294246.000000 Penalty: 5842.242188
	Iteration 116Q: 3 clusters Score -1.829425e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -18294244.000000 Penalty: 5842.242188
	Iteration 117Q: 3 clusters Score -1.829424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -18294244.000000 Penalty: 5842.242188
	Iteration 118Q: 3 clusters Score -1.829424e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 109264 members 
Entering Unmasked Estep 
Score: -18294252.000000 Penalty: 5842.242188
	Iteration 119Q: 3 clusters Score -1.829425e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 109194 members 
Entering Unmasked Estep 
Score: -18294272.000000 Penalty: 5842.242188
	Iteration 120F: 3 clusters Score -1.829427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 109125 members 
Entering Unmasked Estep 
Score: -18294300.000000 Penalty: 5842.242188
	Iteration 121Q: 3 clusters Score -1.82943e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -18294314.000000 Penalty: 5842.242188
	Iteration 122Q: 3 clusters Score -1.829431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
Score: -18294348.000000 Penalty: 5842.242188
	Iteration 123Q: 3 clusters Score -1.829435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 108907 members 
Entering Unmasked Estep 
Score: -18294350.000000 Penalty: 5842.242188
	Iteration 124Q: 3 clusters Score -1.829435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 108837 members 
Entering Unmasked Estep 
Score: -18294354.000000 Penalty: 5842.242188
	Iteration 125Q: 3 clusters Score -1.829435e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 108771 members 
Entering Unmasked Estep 
Score: -18294368.000000 Penalty: 5842.242188
	Iteration 126Q: 3 clusters Score -1.829437e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -18294418.000000 Penalty: 5842.242188
	Iteration 127Q: 3 clusters Score -1.829442e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -18294422.000000 Penalty: 5842.242188
	Iteration 128Q: 3 clusters Score -1.829442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 108564 members 
Entering Unmasked Estep 
Score: -18294430.000000 Penalty: 5842.242188
	Iteration 129Q: 3 clusters Score -1.829443e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 108502 members 
Entering Unmasked Estep 
Score: -18294432.000000 Penalty: 5842.242188
	Iteration 130Q: 3 clusters Score -1.829443e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 108445 members 
Entering Unmasked Estep 
Score: -18294436.000000 Penalty: 5842.242188
	Iteration 131Q: 3 clusters Score -1.829444e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -18294428.000000 Penalty: 5842.242188
	Iteration 132Q: 3 clusters Score -1.829443e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -18294430.000000 Penalty: 5842.242188
	Iteration 133Q: 3 clusters Score -1.829443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -18294444.000000 Penalty: 5842.242188
	Iteration 134Q: 3 clusters Score -1.829444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -18294440.000000 Penalty: 5842.242188
	Iteration 135Q: 3 clusters Score -1.829444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -18294442.000000 Penalty: 5842.242188
	Iteration 136Q: 3 clusters Score -1.829444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -18294440.000000 Penalty: 5842.242188
	Iteration 137Q: 3 clusters Score -1.829444e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -18294450.000000 Penalty: 5842.242188
	Iteration 138Q: 3 clusters Score -1.829445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -18294428.000000 Penalty: 5842.242188
	Iteration 139Q: 3 clusters Score -1.829443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -18294420.000000 Penalty: 5842.242188
	Iteration 140F: 3 clusters Score -1.829442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 108100 members 
Entering Unmasked Estep 
Score: -18294416.000000 Penalty: 5842.242188
	Iteration 141Q: 3 clusters Score -1.829442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 108082 members 
Entering Unmasked Estep 
Score: -18294418.000000 Penalty: 5842.242188
	Iteration 142Q: 3 clusters Score -1.829442e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 108059 members 
Entering Unmasked Estep 
Score: -18294434.000000 Penalty: 5842.242188
	Iteration 143Q: 3 clusters Score -1.829443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
Score: -18294446.000000 Penalty: 5842.242188
	Iteration 144Q: 3 clusters Score -1.829445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -18294458.000000 Penalty: 5842.242188
	Iteration 145Q: 3 clusters Score -1.829446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -18294462.000000 Penalty: 5842.242188
	Iteration 146Q: 3 clusters Score -1.829446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 108013 members 
Entering Unmasked Estep 
Score: -18294456.000000 Penalty: 5842.242188
	Iteration 147Q: 3 clusters Score -1.829446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -18294466.000000 Penalty: 5842.242188
	Iteration 148Q: 3 clusters Score -1.829447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 108006 members 
Entering Unmasked Estep 
Score: -18294464.000000 Penalty: 5842.242188
	Iteration 149Q: 3 clusters Score -1.829446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 108003 members 
Entering Unmasked Estep 
Score: -18294462.000000 Penalty: 5842.242188
	Iteration 150Q: 3 clusters Score -1.829446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 107999 members 
Entering Unmasked Estep 
Score: -18294466.000000 Penalty: 5842.242188
	Iteration 151Q: 3 clusters Score -1.829447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -18294448.000000 Penalty: 5842.242188
	Iteration 152Q: 3 clusters Score -1.829445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -18294458.000000 Penalty: 5842.242188
	Iteration 153Q: 3 clusters Score -1.829446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 107970 members 
Entering Unmasked Estep 
Score: -18294458.000000 Penalty: 5842.242188
	Iteration 154Q: 3 clusters Score -1.829446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 107963 members 
Entering Unmasked Estep 
Score: -18294466.000000 Penalty: 5842.242188
	Iteration 155Q: 3 clusters Score -1.829447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 107953 members 
Entering Unmasked Estep 
Score: -18294462.000000 Penalty: 5842.242188
	Iteration 156Q: 3 clusters Score -1.829446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -18294464.000000 Penalty: 5842.242188
	Iteration 157Q: 3 clusters Score -1.829446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 107931 members 
Entering Unmasked Estep 
Score: -18294486.000000 Penalty: 5842.242188
	Iteration 158Q: 3 clusters Score -1.829449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 107923 members 
Entering Unmasked Estep 
Score: -18294484.000000 Penalty: 5842.242188
	Iteration 159Q: 3 clusters Score -1.829448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 107916 members 
Entering Unmasked Estep 
Score: -18294492.000000 Penalty: 5842.242188
	Iteration 160F: 3 clusters Score -1.829449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 107909 members 
Entering Unmasked Estep 
Score: -18294500.000000 Penalty: 5842.242188
	Iteration 161Q: 3 clusters Score -1.82945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 107898 members 
Entering Unmasked Estep 
Score: -18294494.000000 Penalty: 5842.242188
	Iteration 162Q: 3 clusters Score -1.829449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 107894 members 
Entering Unmasked Estep 
Score: -18294492.000000 Penalty: 5842.242188
	Iteration 163Q: 3 clusters Score -1.829449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -18294484.000000 Penalty: 5842.242188
	Iteration 164Q: 3 clusters Score -1.829448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
Score: -18294494.000000 Penalty: 5842.242188
	Iteration 165Q: 3 clusters Score -1.829449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 107886 members 
Entering Unmasked Estep 
Score: -18294488.000000 Penalty: 5842.242188
	Iteration 166Q: 3 clusters Score -1.829449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 107881 members 
Entering Unmasked Estep 
Score: -18294478.000000 Penalty: 5842.242188
	Iteration 167Q: 3 clusters Score -1.829448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 107874 members 
Entering Unmasked Estep 
Score: -18294460.000000 Penalty: 5842.242188
	Iteration 168Q: 3 clusters Score -1.829446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
Score: -18294480.000000 Penalty: 5842.242188
	Iteration 169Q: 3 clusters Score -1.829448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
Score: -18294490.000000 Penalty: 5842.242188
	Iteration 170Q: 3 clusters Score -1.829449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 107848 members 
Entering Unmasked Estep 
Score: -18294504.000000 Penalty: 5842.242188
	Iteration 171Q: 3 clusters Score -1.82945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -18294516.000000 Penalty: 5842.242188
	Iteration 172Q: 3 clusters Score -1.829452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 107836 members 
Entering Unmasked Estep 
Score: -18294502.000000 Penalty: 5842.242188
	Iteration 173Q: 3 clusters Score -1.82945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 107832 members 
Entering Unmasked Estep 
Score: -18294506.000000 Penalty: 5842.242188
	Iteration 174Q: 3 clusters Score -1.829451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 107831 members 
Entering Unmasked Estep 
Score: -18294512.000000 Penalty: 5842.242188
	Iteration 175Q: 3 clusters Score -1.829451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -18294504.000000 Penalty: 5842.242188
	Iteration 176Q: 3 clusters Score -1.82945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -18294498.000000 Penalty: 5842.242188
	Iteration 177Q: 3 clusters Score -1.82945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 107828 members 
Entering Unmasked Estep 
Score: -18294498.000000 Penalty: 5842.242188
	Iteration 178F: 3 clusters Score -1.82945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 10 contains 1343 members 
Mstep: Class 11 contains 22965 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 146776 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 74616 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
Score: -84888856.000000 Penalty: 49590.796875
Splitting cluster 7 changes total score from -84888504.000000 to -84888856.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 8 (303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Entering Unmasked Estep 
Score: -39428.082031 Penalty: 1417.005737
	Iteration 0F: 2 clusters Score -39428.08 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 157 members 
Entering Unmasked Estep 
Score: -38122.832031 Penalty: 2834.011475
	Iteration 0F: 3 clusters Score -38122.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -38196.437500 Penalty: 2834.011475
	Iteration 1F: 3 clusters Score -38196.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38200.664062 Penalty: 2834.011475
	Iteration 2Q: 3 clusters Score -38200.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -38200.664062 Penalty: 2834.011475
	Iteration 3F: 3 clusters Score -38200.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -160989.593750 Penalty: 1786.259888
	Iteration 0F: 2 clusters Score -160989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -158911.109375 Penalty: 3572.519775
	Iteration 0F: 3 clusters Score -158911.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -159771.906250 Penalty: 3572.519775
	Iteration 1F: 3 clusters Score -159771.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160505.765625 Penalty: 3572.519775
	Iteration 2F: 3 clusters Score -160505.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161119.265625 Penalty: 3572.519775
	Iteration 3F: 3 clusters Score -161119.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161482.156250 Penalty: 3572.519775
	Iteration 4F: 3 clusters Score -161482.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -161711.437500 Penalty: 3572.519775
	Iteration 5F: 3 clusters Score -161711.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -162236.359375 Penalty: 3572.519775
	Iteration 6Q: 3 clusters Score -162236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -162359.421875 Penalty: 3572.519775
	Iteration 7Q: 3 clusters Score -162359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -162380.062500 Penalty: 3572.519775
	Iteration 8Q: 3 clusters Score -162380.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -162394.578125 Penalty: 3572.519775
	Iteration 9Q: 3 clusters Score -162394.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -162407.671875 Penalty: 3572.519775
	Iteration 10Q: 3 clusters Score -162407.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -162417.828125 Penalty: 3572.519775
	Iteration 11Q: 3 clusters Score -162417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162432.218750 Penalty: 3572.519775
	Iteration 12Q: 3 clusters Score -162432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -162444.437500 Penalty: 3572.519775
	Iteration 13Q: 3 clusters Score -162444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162455.484375 Penalty: 3572.519775
	Iteration 14Q: 3 clusters Score -162455.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -162469.000000 Penalty: 3572.519775
	Iteration 15Q: 3 clusters Score -162469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -162482.390625 Penalty: 3572.519775
	Iteration 16Q: 3 clusters Score -162482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -162498.421875 Penalty: 3572.519775
	Iteration 17Q: 3 clusters Score -162498.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162514.328125 Penalty: 3572.519775
	Iteration 18Q: 3 clusters Score -162514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162532.687500 Penalty: 3572.519775
	Iteration 19Q: 3 clusters Score -162532.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -162546.046875 Penalty: 3572.519775
	Iteration 20F: 3 clusters Score -162546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -162565.093750 Penalty: 3572.519775
	Iteration 21Q: 3 clusters Score -162565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -162576.562500 Penalty: 3572.519775
	Iteration 22Q: 3 clusters Score -162576.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162593.406250 Penalty: 3572.519775
	Iteration 23Q: 3 clusters Score -162593.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -162603.453125 Penalty: 3572.519775
	Iteration 24Q: 3 clusters Score -162603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162616.468750 Penalty: 3572.519775
	Iteration 25Q: 3 clusters Score -162616.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -162638.234375 Penalty: 3572.519775
	Iteration 26Q: 3 clusters Score -162638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162654.234375 Penalty: 3572.519775
	Iteration 27Q: 3 clusters Score -162654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -162664.750000 Penalty: 3572.519775
	Iteration 28Q: 3 clusters Score -162664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162684.765625 Penalty: 3572.519775
	Iteration 29Q: 3 clusters Score -162684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162702.484375 Penalty: 3572.519775
	Iteration 30Q: 3 clusters Score -162702.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -162712.812500 Penalty: 3572.519775
	Iteration 31Q: 3 clusters Score -162712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162728.296875 Penalty: 3572.519775
	Iteration 32Q: 3 clusters Score -162728.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162763.578125 Penalty: 3572.519775
	Iteration 33Q: 3 clusters Score -162763.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -162810.250000 Penalty: 3572.519775
	Iteration 34Q: 3 clusters Score -162810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -162850.828125 Penalty: 3572.519775
	Iteration 35Q: 3 clusters Score -162850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -162886.781250 Penalty: 3572.519775
	Iteration 36Q: 3 clusters Score -162886.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162907.812500 Penalty: 3572.519775
	Iteration 37Q: 3 clusters Score -162907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -162920.468750 Penalty: 3572.519775
	Iteration 38Q: 3 clusters Score -162920.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -162924.484375 Penalty: 3572.519775
	Iteration 39Q: 3 clusters Score -162924.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -162929.406250 Penalty: 3572.519775
	Iteration 40F: 3 clusters Score -162929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -162931.781250 Penalty: 3572.519775
	Iteration 41Q: 3 clusters Score -162931.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162933.703125 Penalty: 3572.519775
	Iteration 42Q: 3 clusters Score -162933.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162936.953125 Penalty: 3572.519775
	Iteration 43Q: 3 clusters Score -162937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162939.687500 Penalty: 3572.519775
	Iteration 44Q: 3 clusters Score -162939.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -162941.562500 Penalty: 3572.519775
	Iteration 45Q: 3 clusters Score -162941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162944.875000 Penalty: 3572.519775
	Iteration 46Q: 3 clusters Score -162944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162948.921875 Penalty: 3572.519775
	Iteration 47Q: 3 clusters Score -162948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162951.750000 Penalty: 3572.519775
	Iteration 48Q: 3 clusters Score -162951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162955.250000 Penalty: 3572.519775
	Iteration 49Q: 3 clusters Score -162955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162956.828125 Penalty: 3572.519775
	Iteration 50Q: 3 clusters Score -162956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162958.093750 Penalty: 3572.519775
	Iteration 51Q: 3 clusters Score -162958.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162961.546875 Penalty: 3572.519775
	Iteration 52Q: 3 clusters Score -162961.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162967.078125 Penalty: 3572.519775
	Iteration 53Q: 3 clusters Score -162967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -162972.953125 Penalty: 3572.519775
	Iteration 54Q: 3 clusters Score -162973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162984.718750 Penalty: 3572.519775
	Iteration 55Q: 3 clusters Score -162984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163004.937500 Penalty: 3572.519775
	Iteration 56Q: 3 clusters Score -163004.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -163040.218750 Penalty: 3572.519775
	Iteration 57Q: 3 clusters Score -163040.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163094.718750 Penalty: 3572.519775
	Iteration 58Q: 3 clusters Score -163094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163112.062500 Penalty: 3572.519775
	Iteration 59Q: 3 clusters Score -163112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163123.593750 Penalty: 3572.519775
	Iteration 60F: 3 clusters Score -163123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163138.421875 Penalty: 3572.519775
	Iteration 61Q: 3 clusters Score -163138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163154.375000 Penalty: 3572.519775
	Iteration 62Q: 3 clusters Score -163154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -163163.015625 Penalty: 3572.519775
	Iteration 63Q: 3 clusters Score -163163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163168.359375 Penalty: 3572.519775
	Iteration 64Q: 3 clusters Score -163168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -163172.156250 Penalty: 3572.519775
	Iteration 65Q: 3 clusters Score -163172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -163174.140625 Penalty: 3572.519775
	Iteration 66Q: 3 clusters Score -163174.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -163177.265625 Penalty: 3572.519775
	Iteration 67Q: 3 clusters Score -163177.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -163184.453125 Penalty: 3572.519775
	Iteration 68Q: 3 clusters Score -163184.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163188.296875 Penalty: 3572.519775
	Iteration 69Q: 3 clusters Score -163188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -163188.296875 Penalty: 3572.519775
	Iteration 70F: 3 clusters Score -163188.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 22965 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 146776 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 74616 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
Score: -84889512.000000 Penalty: 52896.847656
Splitting cluster 10 changes total score from -84888504.000000 to -84889512.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (22965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Entering Unmasked Estep 
Score: -3112785.250000 Penalty: 2490.348389
	Iteration 0F: 2 clusters Score -3112785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3096752.000000 Penalty: 4980.696777
	Iteration 0F: 3 clusters Score -3096752 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -3102348.500000 Penalty: 4980.696777
	Iteration 1F: 3 clusters Score -3102348 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3103037.750000 Penalty: 4980.696777
	Iteration 2F: 3 clusters Score -3103038 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3104056.250000 Penalty: 4980.696777
	Iteration 3F: 3 clusters Score -3104056 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -3105618.750000 Penalty: 4980.696777
	Iteration 4F: 3 clusters Score -3105619 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3107256.750000 Penalty: 4980.696777
	Iteration 5F: 3 clusters Score -3107257 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3108353.500000 Penalty: 4980.696777
	Iteration 6F: 3 clusters Score -3108354 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3109207.000000 Penalty: 4980.696777
	Iteration 7F: 3 clusters Score -3109207 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3110032.000000 Penalty: 4980.696777
	Iteration 8F: 3 clusters Score -3110032 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3111009.500000 Penalty: 4980.696777
	Iteration 9F: 3 clusters Score -3111010 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3112126.500000 Penalty: 4980.696777
	Iteration 10F: 3 clusters Score -3112126 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3113262.000000 Penalty: 4980.696777
	Iteration 11F: 3 clusters Score -3113262 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3114263.500000 Penalty: 4980.696777
	Iteration 12Q: 3 clusters Score -3114264 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3115073.750000 Penalty: 4980.696777
	Iteration 13Q: 3 clusters Score -3115074 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3115673.000000 Penalty: 4980.696777
	Iteration 14Q: 3 clusters Score -3115673 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3116053.750000 Penalty: 4980.696777
	Iteration 15Q: 3 clusters Score -3116054 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3116494.750000 Penalty: 4980.696777
	Iteration 16Q: 3 clusters Score -3116495 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3116895.250000 Penalty: 4980.696777
	Iteration 17Q: 3 clusters Score -3116895 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -3117115.000000 Penalty: 4980.696777
	Iteration 18Q: 3 clusters Score -3117115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3117155.750000 Penalty: 4980.696777
	Iteration 19Q: 3 clusters Score -3117156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -3117159.500000 Penalty: 4980.696777
	Iteration 20F: 3 clusters Score -3117160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3117162.500000 Penalty: 4980.696777
	Iteration 21Q: 3 clusters Score -3117162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -3117161.000000 Penalty: 4980.696777
	Iteration 22Q: 3 clusters Score -3117161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3117160.250000 Penalty: 4980.696777
	Iteration 23Q: 3 clusters Score -3117160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3117160.250000 Penalty: 4980.696777
	Iteration 24F: 3 clusters Score -3117160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 146776 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 74616 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
Score: -84893088.000000 Penalty: 56202.902344
Splitting cluster 11 changes total score from -84888504.000000 to -84893088.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 12 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -2025929.125000 Penalty: 2372.867676
	Iteration 0F: 2 clusters Score -2025929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2015453.250000 Penalty: 4745.735352
	Iteration 0F: 3 clusters Score -2015453 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2018719.375000 Penalty: 4745.735352
	Iteration 1F: 3 clusters Score -2018719 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2019060.750000 Penalty: 4745.735352
	Iteration 2F: 3 clusters Score -2019061 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2019340.250000 Penalty: 4745.735352
	Iteration 3Q: 3 clusters Score -2019340 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2019574.500000 Penalty: 4745.735352
	Iteration 4Q: 3 clusters Score -2019574 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2019828.125000 Penalty: 4745.735352
	Iteration 5Q: 3 clusters Score -2019828 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2020105.000000 Penalty: 4745.735352
	Iteration 6Q: 3 clusters Score -2020105 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2020421.250000 Penalty: 4745.735352
	Iteration 7Q: 3 clusters Score -2020421 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2020765.875000 Penalty: 4745.735352
	Iteration 8Q: 3 clusters Score -2020766 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2021117.375000 Penalty: 4745.735352
	Iteration 9Q: 3 clusters Score -2021117 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2021461.125000 Penalty: 4745.735352
	Iteration 10Q: 3 clusters Score -2021461 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2021804.625000 Penalty: 4745.735352
	Iteration 11Q: 3 clusters Score -2021805 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2022107.375000 Penalty: 4745.735352
	Iteration 12Q: 3 clusters Score -2022107 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2022362.875000 Penalty: 4745.735352
	Iteration 13Q: 3 clusters Score -2022363 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2022602.125000 Penalty: 4745.735352
	Iteration 14Q: 3 clusters Score -2022602 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2022820.500000 Penalty: 4745.735352
	Iteration 15Q: 3 clusters Score -2022820 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2022979.000000 Penalty: 4745.735352
	Iteration 16Q: 3 clusters Score -2022979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2023109.250000 Penalty: 4745.735352
	Iteration 17Q: 3 clusters Score -2023109 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2023224.000000 Penalty: 4745.735352
	Iteration 18Q: 3 clusters Score -2023224 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2023307.125000 Penalty: 4745.735352
	Iteration 19Q: 3 clusters Score -2023307 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2023388.750000 Penalty: 4745.735352
	Iteration 20F: 3 clusters Score -2023389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2023457.375000 Penalty: 4745.735352
	Iteration 21Q: 3 clusters Score -2023457 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2023520.000000 Penalty: 4745.735352
	Iteration 22Q: 3 clusters Score -2023520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2023571.125000 Penalty: 4745.735352
	Iteration 23Q: 3 clusters Score -2023571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2023620.000000 Penalty: 4745.735352
	Iteration 24Q: 3 clusters Score -2023620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2023660.875000 Penalty: 4745.735352
	Iteration 25Q: 3 clusters Score -2023661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -2023692.625000 Penalty: 4745.735352
	Iteration 26Q: 3 clusters Score -2023693 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2023729.750000 Penalty: 4745.735352
	Iteration 27Q: 3 clusters Score -2023730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2023749.375000 Penalty: 4745.735352
	Iteration 28Q: 3 clusters Score -2023749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2023770.375000 Penalty: 4745.735352
	Iteration 29Q: 3 clusters Score -2023770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2023781.125000 Penalty: 4745.735352
	Iteration 30Q: 3 clusters Score -2023781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2023799.750000 Penalty: 4745.735352
	Iteration 31Q: 3 clusters Score -2023800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2023808.750000 Penalty: 4745.735352
	Iteration 32Q: 3 clusters Score -2023809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2023821.375000 Penalty: 4745.735352
	Iteration 33Q: 3 clusters Score -2023821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2023828.125000 Penalty: 4745.735352
	Iteration 34Q: 3 clusters Score -2023828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2023838.375000 Penalty: 4745.735352
	Iteration 35Q: 3 clusters Score -2023838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2023846.125000 Penalty: 4745.735352
	Iteration 36Q: 3 clusters Score -2023846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2023853.625000 Penalty: 4745.735352
	Iteration 37Q: 3 clusters Score -2023854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2023857.750000 Penalty: 4745.735352
	Iteration 38Q: 3 clusters Score -2023858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2023863.750000 Penalty: 4745.735352
	Iteration 39Q: 3 clusters Score -2023864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2023868.000000 Penalty: 4745.735352
	Iteration 40F: 3 clusters Score -2023868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2023870.375000 Penalty: 4745.735352
	Iteration 41Q: 3 clusters Score -2023870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2023873.500000 Penalty: 4745.735352
	Iteration 42Q: 3 clusters Score -2023874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2023877.500000 Penalty: 4745.735352
	Iteration 43Q: 3 clusters Score -2023878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2023882.500000 Penalty: 4745.735352
	Iteration 44Q: 3 clusters Score -2023882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2023884.000000 Penalty: 4745.735352
	Iteration 45Q: 3 clusters Score -2023884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2023884.125000 Penalty: 4745.735352
	Iteration 46Q: 3 clusters Score -2023884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2023885.375000 Penalty: 4745.735352
	Iteration 47Q: 3 clusters Score -2023885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2023888.500000 Penalty: 4745.735352
	Iteration 48Q: 3 clusters Score -2023888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2023890.750000 Penalty: 4745.735352
	Iteration 49Q: 3 clusters Score -2023891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2023889.875000 Penalty: 4745.735352
	Iteration 50Q: 3 clusters Score -2023890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2023894.250000 Penalty: 4745.735352
	Iteration 51Q: 3 clusters Score -2023894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -2023897.500000 Penalty: 4745.735352
	Iteration 52Q: 3 clusters Score -2023898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -2023898.500000 Penalty: 4745.735352
	Iteration 53Q: 3 clusters Score -2023898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -2023899.625000 Penalty: 4745.735352
	Iteration 54Q: 3 clusters Score -2023900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2023899.750000 Penalty: 4745.735352
	Iteration 55Q: 3 clusters Score -2023900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2023899.750000 Penalty: 4745.735352
	Iteration 56F: 3 clusters Score -2023900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (146776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146776 members 
Entering Unmasked Estep 
Score: -20534776.000000 Penalty: 2950.372314
	Iteration 0F: 2 clusters Score -2.053478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73417 members 
Mstep: Class 2 contains 73359 members 
Entering Unmasked Estep 
Score: -20441210.000000 Penalty: 5900.744629
	Iteration 0F: 3 clusters Score -2.044121e+07 nChanged 69919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 71644 members 
Entering Unmasked Estep 
Score: -20481510.000000 Penalty: 5900.744629
	Iteration 1F: 3 clusters Score -2.048151e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76048 members 
Mstep: Class 2 contains 70728 members 
Entering Unmasked Estep 
Score: -20482910.000000 Penalty: 5900.744629
	Iteration 2Q: 3 clusters Score -2.048291e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 69339 members 
Entering Unmasked Estep 
Score: -20484400.000000 Penalty: 5900.744629
	Iteration 3Q: 3 clusters Score -2.04844e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 67163 members 
Entering Unmasked Estep 
Score: -20486980.000000 Penalty: 5900.744629
	Iteration 4Q: 3 clusters Score -2.048698e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 64061 members 
Entering Unmasked Estep 
Score: -20490670.000000 Penalty: 5900.744629
	Iteration 5Q: 3 clusters Score -2.049067e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -20495874.000000 Penalty: 5900.744629
	Iteration 6F: 3 clusters Score -2.049587e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -20503150.000000 Penalty: 5900.744629
	Iteration 7F: 3 clusters Score -2.050315e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98232 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -20511064.000000 Penalty: 5900.744629
	Iteration 8F: 3 clusters Score -2.051106e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103032 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -20517850.000000 Penalty: 5900.744629
	Iteration 9F: 3 clusters Score -2.051785e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -20521864.000000 Penalty: 5900.744629
	Iteration 10Q: 3 clusters Score -2.052186e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -20523518.000000 Penalty: 5900.744629
	Iteration 11Q: 3 clusters Score -2.052352e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -20524584.000000 Penalty: 5900.744629
	Iteration 12Q: 3 clusters Score -2.052458e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113832 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -20525316.000000 Penalty: 5900.744629
	Iteration 13Q: 3 clusters Score -2.052532e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115996 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -20525944.000000 Penalty: 5900.744629
	Iteration 14Q: 3 clusters Score -2.052594e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118052 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -20526592.000000 Penalty: 5900.744629
	Iteration 15Q: 3 clusters Score -2.052659e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120136 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -20527340.000000 Penalty: 5900.744629
	Iteration 16Q: 3 clusters Score -2.052734e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122158 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -20527960.000000 Penalty: 5900.744629
	Iteration 17Q: 3 clusters Score -2.052796e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124098 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -20528644.000000 Penalty: 5900.744629
	Iteration 18Q: 3 clusters Score -2.052864e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125947 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -20529242.000000 Penalty: 5900.744629
	Iteration 19Q: 3 clusters Score -2.052924e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -20529950.000000 Penalty: 5900.744629
	Iteration 20F: 3 clusters Score -2.052995e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129503 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -20530760.000000 Penalty: 5900.744629
	Iteration 21Q: 3 clusters Score -2.053076e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131127 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -20531546.000000 Penalty: 5900.744629
	Iteration 22Q: 3 clusters Score -2.053155e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -20532208.000000 Penalty: 5900.744629
	Iteration 23Q: 3 clusters Score -2.053221e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133801 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -20532966.000000 Penalty: 5900.744629
	Iteration 24Q: 3 clusters Score -2.053297e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134897 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -20533674.000000 Penalty: 5900.744629
	Iteration 25Q: 3 clusters Score -2.053367e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135777 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -20534250.000000 Penalty: 5900.744629
	Iteration 26Q: 3 clusters Score -2.053425e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136517 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -20534602.000000 Penalty: 5900.744629
	Iteration 27Q: 3 clusters Score -2.05346e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -20534754.000000 Penalty: 5900.744629
	Iteration 28Q: 3 clusters Score -2.053475e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137572 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -20534946.000000 Penalty: 5900.744629
	Iteration 29Q: 3 clusters Score -2.053495e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -20535084.000000 Penalty: 5900.744629
	Iteration 30Q: 3 clusters Score -2.053508e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138302 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -20535136.000000 Penalty: 5900.744629
	Iteration 31Q: 3 clusters Score -2.053514e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138601 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -20535196.000000 Penalty: 5900.744629
	Iteration 32Q: 3 clusters Score -2.05352e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -20535216.000000 Penalty: 5900.744629
	Iteration 33Q: 3 clusters Score -2.053522e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -20535246.000000 Penalty: 5900.744629
	Iteration 34Q: 3 clusters Score -2.053525e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139244 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -20535268.000000 Penalty: 5900.744629
	Iteration 35Q: 3 clusters Score -2.053527e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139416 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -20535286.000000 Penalty: 5900.744629
	Iteration 36Q: 3 clusters Score -2.053529e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139567 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -20535246.000000 Penalty: 5900.744629
	Iteration 37Q: 3 clusters Score -2.053525e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139718 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -20535268.000000 Penalty: 5900.744629
	Iteration 38Q: 3 clusters Score -2.053527e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139847 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -20535316.000000 Penalty: 5900.744629
	Iteration 39Q: 3 clusters Score -2.053532e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139956 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -20535378.000000 Penalty: 5900.744629
	Iteration 40F: 3 clusters Score -2.053538e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140072 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -20535370.000000 Penalty: 5900.744629
	Iteration 41Q: 3 clusters Score -2.053537e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -20535408.000000 Penalty: 5900.744629
	Iteration 42Q: 3 clusters Score -2.053541e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -20535406.000000 Penalty: 5900.744629
	Iteration 43Q: 3 clusters Score -2.053541e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140363 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -20535392.000000 Penalty: 5900.744629
	Iteration 44Q: 3 clusters Score -2.053539e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140455 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -20535402.000000 Penalty: 5900.744629
	Iteration 45Q: 3 clusters Score -2.05354e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140542 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -20535446.000000 Penalty: 5900.744629
	Iteration 46Q: 3 clusters Score -2.053545e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140610 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -20535458.000000 Penalty: 5900.744629
	Iteration 47Q: 3 clusters Score -2.053546e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140674 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -20535478.000000 Penalty: 5900.744629
	Iteration 48Q: 3 clusters Score -2.053548e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140730 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -20535492.000000 Penalty: 5900.744629
	Iteration 49Q: 3 clusters Score -2.053549e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140775 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -20535496.000000 Penalty: 5900.744629
	Iteration 50Q: 3 clusters Score -2.05355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140812 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -20535494.000000 Penalty: 5900.744629
	Iteration 51Q: 3 clusters Score -2.053549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140836 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -20535496.000000 Penalty: 5900.744629
	Iteration 52Q: 3 clusters Score -2.05355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140862 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -20535518.000000 Penalty: 5900.744629
	Iteration 53Q: 3 clusters Score -2.053552e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140884 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -20535516.000000 Penalty: 5900.744629
	Iteration 54Q: 3 clusters Score -2.053552e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -20535534.000000 Penalty: 5900.744629
	Iteration 55Q: 3 clusters Score -2.053553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140922 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -20535522.000000 Penalty: 5900.744629
	Iteration 56Q: 3 clusters Score -2.053552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -20535540.000000 Penalty: 5900.744629
	Iteration 57Q: 3 clusters Score -2.053554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140972 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -20535530.000000 Penalty: 5900.744629
	Iteration 58Q: 3 clusters Score -2.053553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141000 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -20535530.000000 Penalty: 5900.744629
	Iteration 59Q: 3 clusters Score -2.053553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141019 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -20535540.000000 Penalty: 5900.744629
	Iteration 60F: 3 clusters Score -2.053554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141037 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -20535552.000000 Penalty: 5900.744629
	Iteration 61Q: 3 clusters Score -2.053555e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 62Q: 3 clusters Score -2.053553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141078 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -20535534.000000 Penalty: 5900.744629
	Iteration 63Q: 3 clusters Score -2.053553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141090 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -20535520.000000 Penalty: 5900.744629
	Iteration 64Q: 3 clusters Score -2.053552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -20535540.000000 Penalty: 5900.744629
	Iteration 65Q: 3 clusters Score -2.053554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141114 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -20535516.000000 Penalty: 5900.744629
	Iteration 66Q: 3 clusters Score -2.053552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -20535536.000000 Penalty: 5900.744629
	Iteration 67Q: 3 clusters Score -2.053554e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141149 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -20535536.000000 Penalty: 5900.744629
	Iteration 68Q: 3 clusters Score -2.053554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141163 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 69Q: 3 clusters Score -2.053553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 70Q: 3 clusters Score -2.053553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141188 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 71Q: 3 clusters Score -2.053553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141198 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -20535534.000000 Penalty: 5900.744629
	Iteration 72Q: 3 clusters Score -2.053553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141205 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -20535518.000000 Penalty: 5900.744629
	Iteration 73Q: 3 clusters Score -2.053552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141215 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -20535526.000000 Penalty: 5900.744629
	Iteration 74Q: 3 clusters Score -2.053553e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -20535518.000000 Penalty: 5900.744629
	Iteration 75Q: 3 clusters Score -2.053552e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141241 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 76Q: 3 clusters Score -2.053553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -20535506.000000 Penalty: 5900.744629
	Iteration 77Q: 3 clusters Score -2.053551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141255 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -20535502.000000 Penalty: 5900.744629
	Iteration 78Q: 3 clusters Score -2.05355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -20535522.000000 Penalty: 5900.744629
	Iteration 79Q: 3 clusters Score -2.053552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141265 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -20535520.000000 Penalty: 5900.744629
	Iteration 80F: 3 clusters Score -2.053552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141271 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -20535530.000000 Penalty: 5900.744629
	Iteration 81Q: 3 clusters Score -2.053553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141277 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -20535528.000000 Penalty: 5900.744629
	Iteration 82Q: 3 clusters Score -2.053553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141280 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -20535532.000000 Penalty: 5900.744629
	Iteration 83Q: 3 clusters Score -2.053553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141282 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -20535526.000000 Penalty: 5900.744629
	Iteration 84Q: 3 clusters Score -2.053553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141285 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -20535536.000000 Penalty: 5900.744629
	Iteration 85Q: 3 clusters Score -2.053554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -20535538.000000 Penalty: 5900.744629
	Iteration 86Q: 3 clusters Score -2.053554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -20535538.000000 Penalty: 5900.744629
	Iteration 87F: 3 clusters Score -2.053554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 141286 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 74616 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 1298 members 
Entering Unmasked Estep 
Score: -84892936.000000 Penalty: 59508.957031
Splitting cluster 13 changes total score from -84888504.000000 to -84892936.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -831632.687500 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -831632.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -826596.937500 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -826596.9 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -827780.125000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -827780.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -828012.562500 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -828012.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -828172.000000 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -828172 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -828276.500000 Penalty: 4294.539062
	Iteration 4Q: 3 clusters Score -828276.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -828353.437500 Penalty: 4294.539062
	Iteration 5Q: 3 clusters Score -828353.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -828405.500000 Penalty: 4294.539062
	Iteration 6Q: 3 clusters Score -828405.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -828446.750000 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -828446.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -828490.812500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -828490.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -828531.125000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -828531.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -828568.875000 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -828568.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -828592.312500 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -828592.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -828611.750000 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -828611.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -828629.562500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -828629.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -828646.625000 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -828646.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -828666.437500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -828666.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -828691.250000 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -828691.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -828713.812500 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -828713.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -828731.625000 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -828731.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -828743.875000 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -828743.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -828760.812500 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -828760.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -828776.750000 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -828776.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -828795.687500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -828795.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -828813.062500 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -828813.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -828834.937500 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -828834.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -828866.500000 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -828866.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -828903.500000 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -828903.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -828944.312500 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -828944.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -828996.000000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -828996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -829050.625000 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -829050.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -829097.187500 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -829097.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -829139.562500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -829139.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -829185.437500 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -829185.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -829239.500000 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -829239.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -829297.687500 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -829297.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -829357.875000 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -829357.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -829416.750000 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -829416.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -829469.375000 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -829469.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -829507.687500 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -829507.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -829539.312500 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -829539.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -829553.937500 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -829553.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -829570.625000 Penalty: 4294.539062
	Iteration 41Q: 3 clusters Score -829570.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -829580.437500 Penalty: 4294.539062
	Iteration 42Q: 3 clusters Score -829580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -829591.812500 Penalty: 4294.539062
	Iteration 43Q: 3 clusters Score -829591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -829598.500000 Penalty: 4294.539062
	Iteration 44Q: 3 clusters Score -829598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -829607.187500 Penalty: 4294.539062
	Iteration 45Q: 3 clusters Score -829607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -829611.187500 Penalty: 4294.539062
	Iteration 46Q: 3 clusters Score -829611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -829614.000000 Penalty: 4294.539062
	Iteration 47Q: 3 clusters Score -829614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -829620.375000 Penalty: 4294.539062
	Iteration 48Q: 3 clusters Score -829620.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -829625.375000 Penalty: 4294.539062
	Iteration 49Q: 3 clusters Score -829625.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -829631.500000 Penalty: 4294.539062
	Iteration 50Q: 3 clusters Score -829631.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -829637.062500 Penalty: 4294.539062
	Iteration 51Q: 3 clusters Score -829637.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -829642.812500 Penalty: 4294.539062
	Iteration 52Q: 3 clusters Score -829642.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -829647.937500 Penalty: 4294.539062
	Iteration 53Q: 3 clusters Score -829647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -829653.625000 Penalty: 4294.539062
	Iteration 54Q: 3 clusters Score -829653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -829656.500000 Penalty: 4294.539062
	Iteration 55Q: 3 clusters Score -829656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -829659.625000 Penalty: 4294.539062
	Iteration 56Q: 3 clusters Score -829659.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -829661.687500 Penalty: 4294.539062
	Iteration 57Q: 3 clusters Score -829661.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -829667.125000 Penalty: 4294.539062
	Iteration 58Q: 3 clusters Score -829667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -829668.937500 Penalty: 4294.539062
	Iteration 59Q: 3 clusters Score -829668.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -829672.437500 Penalty: 4294.539062
	Iteration 60F: 3 clusters Score -829672.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -829672.500000 Penalty: 4294.539062
	Iteration 61Q: 3 clusters Score -829672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -829673.000000 Penalty: 4294.539062
	Iteration 62Q: 3 clusters Score -829673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -829673.187500 Penalty: 4294.539062
	Iteration 63Q: 3 clusters Score -829673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -829676.187500 Penalty: 4294.539062
	Iteration 64Q: 3 clusters Score -829676.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -829678.062500 Penalty: 4294.539062
	Iteration 65Q: 3 clusters Score -829678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -829678.250000 Penalty: 4294.539062
	Iteration 66Q: 3 clusters Score -829678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -829678.250000 Penalty: 4294.539062
	Iteration 67F: 3 clusters Score -829678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Entering Unmasked Estep 
Score: -10363226.000000 Penalty: 2782.587158
	Iteration 0F: 2 clusters Score -1.036323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -10313384.000000 Penalty: 5565.174316
	Iteration 0F: 3 clusters Score -1.031338e+07 nChanged 35010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -10333020.000000 Penalty: 5565.174316
	Iteration 1F: 3 clusters Score -1.033302e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -10333711.000000 Penalty: 5565.174316
	Iteration 2Q: 3 clusters Score -1.033371e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -10334951.000000 Penalty: 5565.174316
	Iteration 3Q: 3 clusters Score -1.033495e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -10337030.000000 Penalty: 5565.174316
	Iteration 4Q: 3 clusters Score -1.033703e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -10339471.000000 Penalty: 5565.174316
	Iteration 5Q: 3 clusters Score -1.033947e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -10341640.000000 Penalty: 5565.174316
	Iteration 6F: 3 clusters Score -1.034164e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -10343525.000000 Penalty: 5565.174316
	Iteration 7F: 3 clusters Score -1.034352e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -10345293.000000 Penalty: 5565.174316
	Iteration 8F: 3 clusters Score -1.034529e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -10346803.000000 Penalty: 5565.174316
	Iteration 9Q: 3 clusters Score -1.03468e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -10348151.000000 Penalty: 5565.174316
	Iteration 10Q: 3 clusters Score -1.034815e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -10349252.000000 Penalty: 5565.174316
	Iteration 11Q: 3 clusters Score -1.034925e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -10350280.000000 Penalty: 5565.174316
	Iteration 12Q: 3 clusters Score -1.035028e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -10351447.000000 Penalty: 5565.174316
	Iteration 13Q: 3 clusters Score -1.035145e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -10352816.000000 Penalty: 5565.174316
	Iteration 14Q: 3 clusters Score -1.035282e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -10354154.000000 Penalty: 5565.174316
	Iteration 15Q: 3 clusters Score -1.035415e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -10355385.000000 Penalty: 5565.174316
	Iteration 16Q: 3 clusters Score -1.035538e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -10356501.000000 Penalty: 5565.174316
	Iteration 17Q: 3 clusters Score -1.03565e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -10357463.000000 Penalty: 5565.174316
	Iteration 18Q: 3 clusters Score -1.035746e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -10358330.000000 Penalty: 5565.174316
	Iteration 19Q: 3 clusters Score -1.035833e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -10359057.000000 Penalty: 5565.174316
	Iteration 20F: 3 clusters Score -1.035906e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -10359619.000000 Penalty: 5565.174316
	Iteration 21Q: 3 clusters Score -1.035962e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -10360229.000000 Penalty: 5565.174316
	Iteration 22Q: 3 clusters Score -1.036023e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -10360739.000000 Penalty: 5565.174316
	Iteration 23Q: 3 clusters Score -1.036074e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -10361224.000000 Penalty: 5565.174316
	Iteration 24Q: 3 clusters Score -1.036122e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -10361667.000000 Penalty: 5565.174316
	Iteration 25Q: 3 clusters Score -1.036167e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -10362045.000000 Penalty: 5565.174316
	Iteration 26Q: 3 clusters Score -1.036204e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64453 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -10362403.000000 Penalty: 5565.174316
	Iteration 27Q: 3 clusters Score -1.03624e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65358 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -10362800.000000 Penalty: 5565.174316
	Iteration 28Q: 3 clusters Score -1.03628e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -10363252.000000 Penalty: 5565.174316
	Iteration 29Q: 3 clusters Score -1.036325e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -10363754.000000 Penalty: 5565.174316
	Iteration 30Q: 3 clusters Score -1.036375e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -10364358.000000 Penalty: 5565.174316
	Iteration 31Q: 3 clusters Score -1.036436e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10365090.000000 Penalty: 5565.174316
	Iteration 32Q: 3 clusters Score -1.036509e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70005 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -10366031.000000 Penalty: 5565.174316
	Iteration 33Q: 3 clusters Score -1.036603e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -10366896.000000 Penalty: 5565.174316
	Iteration 34Q: 3 clusters Score -1.03669e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71522 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10367472.000000 Penalty: 5565.174316
	Iteration 35Q: 3 clusters Score -1.036747e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -10367851.000000 Penalty: 5565.174316
	Iteration 36Q: 3 clusters Score -1.036785e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72024 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10368077.000000 Penalty: 5565.174316
	Iteration 37Q: 3 clusters Score -1.036808e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72133 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -10368254.000000 Penalty: 5565.174316
	Iteration 38Q: 3 clusters Score -1.036825e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10368390.000000 Penalty: 5565.174316
	Iteration 39Q: 3 clusters Score -1.036839e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -10368870.000000 Penalty: 5565.174316
	Iteration 40F: 3 clusters Score -1.036887e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10369749.000000 Penalty: 5565.174316
	Iteration 41Q: 3 clusters Score -1.036975e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -10370333.000000 Penalty: 5565.174316
	Iteration 42Q: 3 clusters Score -1.037033e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72857 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10370399.000000 Penalty: 5565.174316
	Iteration 43Q: 3 clusters Score -1.03704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10370411.000000 Penalty: 5565.174316
	Iteration 44Q: 3 clusters Score -1.037041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72879 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10370417.000000 Penalty: 5565.174316
	Iteration 45Q: 3 clusters Score -1.037042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10370422.000000 Penalty: 5565.174316
	Iteration 46Q: 3 clusters Score -1.037042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10370419.000000 Penalty: 5565.174316
	Iteration 47Q: 3 clusters Score -1.037042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10370419.000000 Penalty: 5565.174316
	Iteration 48F: 3 clusters Score -1.037042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 141286 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 72884 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 1732 members 
Entering Unmasked Estep 
Score: -84899768.000000 Penalty: 62815.007812
Splitting cluster 15 changes total score from -84888504.000000 to -84899768.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 16 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -182138.468750 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -182138.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -179939.234375 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -179939.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -180267.968750 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -180268 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180359.984375 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -180360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180398.171875 Penalty: 3582.754639
	Iteration 3Q: 3 clusters Score -180398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180410.968750 Penalty: 3582.754639
	Iteration 4Q: 3 clusters Score -180411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -180423.718750 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -180423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180430.859375 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -180430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180433.578125 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -180433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180440.093750 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -180440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -180449.031250 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -180449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -180462.125000 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -180462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -180523.500000 Penalty: 3582.754639
	Iteration 11Q: 3 clusters Score -180523.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180595.687500 Penalty: 3582.754639
	Iteration 12Q: 3 clusters Score -180595.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180664.109375 Penalty: 3582.754639
	Iteration 13Q: 3 clusters Score -180664.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180708.453125 Penalty: 3582.754639
	Iteration 14Q: 3 clusters Score -180708.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180741.312500 Penalty: 3582.754639
	Iteration 15Q: 3 clusters Score -180741.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180770.140625 Penalty: 3582.754639
	Iteration 16Q: 3 clusters Score -180770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -180794.843750 Penalty: 3582.754639
	Iteration 17Q: 3 clusters Score -180794.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -180802.171875 Penalty: 3582.754639
	Iteration 18Q: 3 clusters Score -180802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -180808.265625 Penalty: 3582.754639
	Iteration 19Q: 3 clusters Score -180808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -180815.250000 Penalty: 3582.754639
	Iteration 20F: 3 clusters Score -180815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -180819.578125 Penalty: 3582.754639
	Iteration 21Q: 3 clusters Score -180819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -180823.656250 Penalty: 3582.754639
	Iteration 22Q: 3 clusters Score -180823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180824.343750 Penalty: 3582.754639
	Iteration 23Q: 3 clusters Score -180824.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180824.343750 Penalty: 3582.754639
	Iteration 24F: 3 clusters Score -180824.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Entering Unmasked Estep 
Score: -451438.656250 Penalty: 2005.963379
	Iteration 0F: 2 clusters Score -451438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -448039.625000 Penalty: 4011.926758
	Iteration 0F: 3 clusters Score -448039.6 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -448744.093750 Penalty: 4011.926758
	Iteration 1F: 3 clusters Score -448744.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -448965.187500 Penalty: 4011.926758
	Iteration 2F: 3 clusters Score -448965.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -449095.750000 Penalty: 4011.926758
	Iteration 3F: 3 clusters Score -449095.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -449194.562500 Penalty: 4011.926758
	Iteration 4Q: 3 clusters Score -449194.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -449255.625000 Penalty: 4011.926758
	Iteration 5Q: 3 clusters Score -449255.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -449310.250000 Penalty: 4011.926758
	Iteration 6Q: 3 clusters Score -449310.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -449350.093750 Penalty: 4011.926758
	Iteration 7Q: 3 clusters Score -449350.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -449391.250000 Penalty: 4011.926758
	Iteration 8Q: 3 clusters Score -449391.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -449422.437500 Penalty: 4011.926758
	Iteration 9Q: 3 clusters Score -449422.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -449447.750000 Penalty: 4011.926758
	Iteration 10Q: 3 clusters Score -449447.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -449472.812500 Penalty: 4011.926758
	Iteration 11Q: 3 clusters Score -449472.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -449495.437500 Penalty: 4011.926758
	Iteration 12Q: 3 clusters Score -449495.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -449514.500000 Penalty: 4011.926758
	Iteration 13Q: 3 clusters Score -449514.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -449530.625000 Penalty: 4011.926758
	Iteration 14Q: 3 clusters Score -449530.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -449549.718750 Penalty: 4011.926758
	Iteration 15Q: 3 clusters Score -449549.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -449567.812500 Penalty: 4011.926758
	Iteration 16Q: 3 clusters Score -449567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -449582.062500 Penalty: 4011.926758
	Iteration 17Q: 3 clusters Score -449582.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -449600.312500 Penalty: 4011.926758
	Iteration 18Q: 3 clusters Score -449600.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -449614.250000 Penalty: 4011.926758
	Iteration 19Q: 3 clusters Score -449614.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -449624.937500 Penalty: 4011.926758
	Iteration 20F: 3 clusters Score -449624.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -449634.812500 Penalty: 4011.926758
	Iteration 21Q: 3 clusters Score -449634.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -449643.375000 Penalty: 4011.926758
	Iteration 22Q: 3 clusters Score -449643.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -449659.562500 Penalty: 4011.926758
	Iteration 23Q: 3 clusters Score -449659.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -449675.312500 Penalty: 4011.926758
	Iteration 24Q: 3 clusters Score -449675.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -449695.718750 Penalty: 4011.926758
	Iteration 25Q: 3 clusters Score -449695.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -449710.375000 Penalty: 4011.926758
	Iteration 26Q: 3 clusters Score -449710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -449724.750000 Penalty: 4011.926758
	Iteration 27Q: 3 clusters Score -449724.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -449739.187500 Penalty: 4011.926758
	Iteration 28Q: 3 clusters Score -449739.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -449759.125000 Penalty: 4011.926758
	Iteration 29Q: 3 clusters Score -449759.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -449780.031250 Penalty: 4011.926758
	Iteration 30Q: 3 clusters Score -449780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -449802.687500 Penalty: 4011.926758
	Iteration 31Q: 3 clusters Score -449802.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -449829.187500 Penalty: 4011.926758
	Iteration 32Q: 3 clusters Score -449829.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -449851.937500 Penalty: 4011.926758
	Iteration 33Q: 3 clusters Score -449851.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -449871.718750 Penalty: 4011.926758
	Iteration 34Q: 3 clusters Score -449871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -449890.875000 Penalty: 4011.926758
	Iteration 35Q: 3 clusters Score -449890.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -449916.000000 Penalty: 4011.926758
	Iteration 36Q: 3 clusters Score -449916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -449935.312500 Penalty: 4011.926758
	Iteration 37Q: 3 clusters Score -449935.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -449953.093750 Penalty: 4011.926758
	Iteration 38Q: 3 clusters Score -449953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -449961.781250 Penalty: 4011.926758
	Iteration 39Q: 3 clusters Score -449961.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -449976.093750 Penalty: 4011.926758
	Iteration 40F: 3 clusters Score -449976.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -449994.093750 Penalty: 4011.926758
	Iteration 41Q: 3 clusters Score -449994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -450010.500000 Penalty: 4011.926758
	Iteration 42Q: 3 clusters Score -450010.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -450023.437500 Penalty: 4011.926758
	Iteration 43Q: 3 clusters Score -450023.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -450032.906250 Penalty: 4011.926758
	Iteration 44Q: 3 clusters Score -450032.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -450036.781250 Penalty: 4011.926758
	Iteration 45Q: 3 clusters Score -450036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -450037.750000 Penalty: 4011.926758
	Iteration 46Q: 3 clusters Score -450037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -450038.812500 Penalty: 4011.926758
	Iteration 47Q: 3 clusters Score -450038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -450041.500000 Penalty: 4011.926758
	Iteration 48Q: 3 clusters Score -450041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -450043.062500 Penalty: 4011.926758
	Iteration 49Q: 3 clusters Score -450043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -450046.375000 Penalty: 4011.926758
	Iteration 50Q: 3 clusters Score -450046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -450048.812500 Penalty: 4011.926758
	Iteration 51Q: 3 clusters Score -450048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -450050.531250 Penalty: 4011.926758
	Iteration 52Q: 3 clusters Score -450050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -450052.281250 Penalty: 4011.926758
	Iteration 53Q: 3 clusters Score -450052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -450052.281250 Penalty: 4011.926758
	Iteration 54F: 3 clusters Score -450052.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154831.343750 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154831.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152931.453125 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152931.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154376.390625 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -154376.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -155482.046875 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -155482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -155904.531250 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -155904.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -156067.406250 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -156067.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -156208.359375 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -156208.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -156401.687500 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -156401.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -156510.531250 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -156510.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -156554.140625 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -156554.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -156563.796875 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -156563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -156566.625000 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -156566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -156566.625000 Penalty: 3555.615723
	Iteration 11F: 3 clusters Score -156566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 2 contains 107828 members 
Mstep: Class 3 contains 495 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 5490 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 141286 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 72884 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 966 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
Score: -84900032.000000 Penalty: 66121.062500
Splitting cluster 18 changes total score from -84888504.000000 to -84900032.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 150979 members 
Mstep: Class 5 contains 23337 members 
Mstep: Class 6 contains 39150 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 14300 members 
Mstep: Class 13 contains 141286 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 72884 members 
Mstep: Class 16 contains 1371 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905752.000000 Penalty: 66121.062500
Iteration 39Q: 21 clusters Score -8.490575e+07 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 105359 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 21135 members 
Mstep: Class 5 contains 23260 members 
Mstep: Class 6 contains 38371 members 
Mstep: Class 7 contains 23253 members 
Mstep: Class 8 contains 295 members 
Mstep: Class 9 contains 5675 members 
Mstep: Class 10 contains 848 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 14301 members 
Mstep: Class 13 contains 142646 members 
Mstep: Class 14 contains 5411 members 
Mstep: Class 15 contains 73557 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 965 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909520.000000 Penalty: 66121.062500
Iteration 40F: 21 clusters Score -8.490952e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 103235 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 21566 members 
Mstep: Class 5 contains 23240 members 
Mstep: Class 6 contains 37639 members 
Mstep: Class 7 contains 23661 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 6062 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1813 members 
Mstep: Class 12 contains 14321 members 
Mstep: Class 13 contains 144043 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 73810 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911784.000000 Penalty: 66121.062500
Iteration 41Q: 21 clusters Score -8.491178e+07 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 101358 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 21950 members 
Mstep: Class 5 contains 23255 members 
Mstep: Class 6 contains 37060 members 
Mstep: Class 7 contains 24044 members 
Mstep: Class 8 contains 289 members 
Mstep: Class 9 contains 6378 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1831 members 
Mstep: Class 12 contains 14347 members 
Mstep: Class 13 contains 145123 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 15 contains 74219 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913400.000000 Penalty: 66121.062500
Iteration 42Q: 21 clusters Score -8.49134e+07 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 99844 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 22354 members 
Mstep: Class 5 contains 23287 members 
Mstep: Class 6 contains 36473 members 
Mstep: Class 7 contains 24376 members 
Mstep: Class 8 contains 284 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1844 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 145814 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 74715 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 3129 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1794 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84914456.000000 Penalty: 66121.062500
Iteration 43Q: 21 clusters Score -8.491446e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 98518 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 22749 members 
Mstep: Class 5 contains 23336 members 
Mstep: Class 6 contains 35857 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 281 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1848 members 
Mstep: Class 12 contains 14511 members 
Mstep: Class 13 contains 146280 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 15 contains 75371 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 3115 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1799 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916144.000000 Penalty: 66121.062500
Iteration 44Q: 21 clusters Score -8.491614e+07 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152223 members 
Mstep: Class 2 contains 97494 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 23137 members 
Mstep: Class 5 contains 23396 members 
Mstep: Class 6 contains 35158 members 
Mstep: Class 7 contains 24829 members 
Mstep: Class 8 contains 279 members 
Mstep: Class 9 contains 7232 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 14584 members 
Mstep: Class 13 contains 146460 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 76149 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917448.000000 Penalty: 66121.062500
Iteration 45Q: 21 clusters Score -8.491745e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152120 members 
Mstep: Class 2 contains 96692 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 23513 members 
Mstep: Class 5 contains 23481 members 
Mstep: Class 6 contains 34423 members 
Mstep: Class 7 contains 25012 members 
Mstep: Class 8 contains 276 members 
Mstep: Class 9 contains 7524 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1847 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 146470 members 
Mstep: Class 14 contains 3993 members 
Mstep: Class 15 contains 77005 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918448.000000 Penalty: 66121.062500
Iteration 46Q: 21 clusters Score -8.491845e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 96086 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 23847 members 
Mstep: Class 5 contains 23564 members 
Mstep: Class 6 contains 33720 members 
Mstep: Class 7 contains 25147 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 7818 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 146248 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 77868 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84919928.000000 Penalty: 66121.062500
Iteration 47Q: 21 clusters Score -8.491993e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 95649 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 24221 members 
Mstep: Class 5 contains 23665 members 
Mstep: Class 6 contains 33005 members 
Mstep: Class 7 contains 25249 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 8122 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 14789 members 
Mstep: Class 13 contains 145878 members 
Mstep: Class 14 contains 3635 members 
Mstep: Class 15 contains 78700 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920872.000000 Penalty: 66121.062500
Iteration 48Q: 21 clusters Score -8.492087e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151933 members 
Mstep: Class 2 contains 95215 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 24588 members 
Mstep: Class 5 contains 23732 members 
Mstep: Class 6 contains 32243 members 
Mstep: Class 7 contains 25288 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 14881 members 
Mstep: Class 13 contains 145496 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 79614 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921864.000000 Penalty: 66121.062500
Iteration 49Q: 21 clusters Score -8.492186e+07 nChanged 5703
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151874 members 
Mstep: Class 2 contains 94821 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 24940 members 
Mstep: Class 5 contains 23792 members 
Mstep: Class 6 contains 31368 members 
Mstep: Class 7 contains 25320 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1846 members 
Mstep: Class 12 contains 14961 members 
Mstep: Class 13 contains 145078 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 15 contains 80661 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922760.000000 Penalty: 66121.062500
Iteration 50Q: 21 clusters Score -8.492276e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151820 members 
Mstep: Class 2 contains 94433 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 25267 members 
Mstep: Class 5 contains 23858 members 
Mstep: Class 6 contains 30510 members 
Mstep: Class 7 contains 25341 members 
Mstep: Class 8 contains 275 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1850 members 
Mstep: Class 12 contains 15037 members 
Mstep: Class 13 contains 144634 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 81759 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 967 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923472.000000 Penalty: 66121.062500
Iteration 51Q: 21 clusters Score -8.492347e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151769 members 
Mstep: Class 2 contains 94087 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 25577 members 
Mstep: Class 5 contains 23910 members 
Mstep: Class 6 contains 29625 members 
Mstep: Class 7 contains 25342 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 9358 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 15101 members 
Mstep: Class 13 contains 144179 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 15 contains 82883 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923960.000000 Penalty: 66121.062500
Iteration 52Q: 21 clusters Score -8.492396e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151743 members 
Mstep: Class 2 contains 93727 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 23934 members 
Mstep: Class 6 contains 28661 members 
Mstep: Class 7 contains 25358 members 
Mstep: Class 8 contains 272 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 143737 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 84066 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924872.000000 Penalty: 66121.062500
Iteration 53Q: 21 clusters Score -8.492487e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151572 members 
Mstep: Class 2 contains 93366 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 26238 members 
Mstep: Class 5 contains 23970 members 
Mstep: Class 6 contains 27687 members 
Mstep: Class 7 contains 25357 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 9996 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 15212 members 
Mstep: Class 13 contains 143357 members 
Mstep: Class 14 contains 2851 members 
Mstep: Class 15 contains 85367 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925896.000000 Penalty: 66121.062500
Iteration 54Q: 21 clusters Score -8.49259e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 92972 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 26548 members 
Mstep: Class 5 contains 23968 members 
Mstep: Class 6 contains 26658 members 
Mstep: Class 7 contains 25384 members 
Mstep: Class 8 contains 269 members 
Mstep: Class 9 contains 10267 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 15245 members 
Mstep: Class 13 contains 143067 members 
Mstep: Class 14 contains 2764 members 
Mstep: Class 15 contains 86695 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926400.000000 Penalty: 66121.062500
Iteration 55Q: 21 clusters Score -8.49264e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 92605 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 26854 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 25640 members 
Mstep: Class 7 contains 25372 members 
Mstep: Class 8 contains 265 members 
Mstep: Class 9 contains 10502 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 15267 members 
Mstep: Class 13 contains 142826 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 88055 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3252.776855 but Gain 3306.054688
Score: -84926808.000000 Penalty: 62815.007812
Iteration 56Q: 20 clusters Score -8.492681e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 92532 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 27173 members 
Mstep: Class 5 contains 24038 members 
Mstep: Class 6 contains 24601 members 
Mstep: Class 7 contains 25353 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 10722 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1851 members 
Mstep: Class 12 contains 15374 members 
Mstep: Class 13 contains 143370 members 
Mstep: Class 15 contains 89822 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930040.000000 Penalty: 62815.007812
Iteration 57Q: 20 clusters Score -8.493004e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151683 members 
Mstep: Class 2 contains 92133 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 27485 members 
Mstep: Class 5 contains 24033 members 
Mstep: Class 6 contains 23480 members 
Mstep: Class 7 contains 25297 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 10962 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 15398 members 
Mstep: Class 13 contains 143142 members 
Mstep: Class 15 contains 91393 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930976.000000 Penalty: 62815.007812
Iteration 58Q: 20 clusters Score -8.493098e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151362 members 
Mstep: Class 2 contains 91720 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 27774 members 
Mstep: Class 5 contains 23977 members 
Mstep: Class 6 contains 22426 members 
Mstep: Class 7 contains 25265 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 11192 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 15409 members 
Mstep: Class 13 contains 142880 members 
Mstep: Class 15 contains 93007 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931712.000000 Penalty: 62815.007812
Iteration 59Q: 20 clusters Score -8.493171e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 151005 members 
Mstep: Class 2 contains 91290 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 28074 members 
Mstep: Class 5 contains 23908 members 
Mstep: Class 6 contains 21376 members 
Mstep: Class 7 contains 25231 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 11411 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 15400 members 
Mstep: Class 13 contains 142705 members 
Mstep: Class 15 contains 94627 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2934 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932360.000000 Penalty: 62815.007812
Iteration 60F: 20 clusters Score -8.493236e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 150623 members 
Mstep: Class 2 contains 90881 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 28346 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 20307 members 
Mstep: Class 7 contains 25193 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 11631 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 15363 members 
Mstep: Class 13 contains 142474 members 
Mstep: Class 15 contains 96393 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2923 members 
Mstep: Class 18 contains 968 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933000.000000 Penalty: 62815.007812
Iteration 61Q: 20 clusters Score -8.4933e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 90439 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 28589 members 
Mstep: Class 5 contains 23739 members 
Mstep: Class 6 contains 19272 members 
Mstep: Class 7 contains 25167 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 11832 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1854 members 
Mstep: Class 12 contains 15344 members 
Mstep: Class 13 contains 142100 members 
Mstep: Class 15 contains 98316 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 969 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933400.000000 Penalty: 62815.007812
Iteration 62Q: 20 clusters Score -8.49334e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149833 members 
Mstep: Class 2 contains 90049 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 28808 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 18307 members 
Mstep: Class 7 contains 25169 members 
Mstep: Class 8 contains 264 members 
Mstep: Class 9 contains 12043 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 15310 members 
Mstep: Class 13 contains 141619 members 
Mstep: Class 15 contains 100278 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933872.000000 Penalty: 62815.007812
Iteration 63Q: 20 clusters Score -8.493387e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149452 members 
Mstep: Class 2 contains 89660 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 28991 members 
Mstep: Class 5 contains 23514 members 
Mstep: Class 6 contains 17380 members 
Mstep: Class 7 contains 25171 members 
Mstep: Class 8 contains 261 members 
Mstep: Class 9 contains 12234 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 15279 members 
Mstep: Class 13 contains 141021 members 
Mstep: Class 15 contains 102350 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2909 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934480.000000 Penalty: 62815.007812
Iteration 64Q: 20 clusters Score -8.493448e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 89303 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29172 members 
Mstep: Class 5 contains 23368 members 
Mstep: Class 6 contains 16534 members 
Mstep: Class 7 contains 25164 members 
Mstep: Class 8 contains 261 members 
Mstep: Class 9 contains 12426 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 12 contains 15226 members 
Mstep: Class 13 contains 140318 members 
Mstep: Class 15 contains 104508 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935232.000000 Penalty: 62815.007812
Iteration 65Q: 20 clusters Score -8.493523e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 88985 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29309 members 
Mstep: Class 5 contains 23213 members 
Mstep: Class 6 contains 15730 members 
Mstep: Class 7 contains 25155 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 12634 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1861 members 
Mstep: Class 12 contains 15170 members 
Mstep: Class 13 contains 139579 members 
Mstep: Class 15 contains 106647 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1814 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935992.000000 Penalty: 62815.007812
Iteration 66Q: 20 clusters Score -8.493599e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 88705 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29450 members 
Mstep: Class 5 contains 23043 members 
Mstep: Class 6 contains 14915 members 
Mstep: Class 7 contains 25150 members 
Mstep: Class 8 contains 256 members 
Mstep: Class 9 contains 12804 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1862 members 
Mstep: Class 12 contains 15128 members 
Mstep: Class 13 contains 138817 members 
Mstep: Class 15 contains 108830 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2888 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936616.000000 Penalty: 62815.007812
Iteration 67Q: 20 clusters Score -8.493662e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147793 members 
Mstep: Class 2 contains 88392 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29590 members 
Mstep: Class 5 contains 22889 members 
Mstep: Class 6 contains 14164 members 
Mstep: Class 7 contains 25162 members 
Mstep: Class 8 contains 255 members 
Mstep: Class 9 contains 12990 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1863 members 
Mstep: Class 12 contains 15078 members 
Mstep: Class 13 contains 138005 members 
Mstep: Class 15 contains 111018 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937120.000000 Penalty: 62815.007812
Iteration 68Q: 20 clusters Score -8.493712e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 88106 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29725 members 
Mstep: Class 5 contains 22755 members 
Mstep: Class 6 contains 13441 members 
Mstep: Class 7 contains 25168 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 12 contains 15014 members 
Mstep: Class 13 contains 137150 members 
Mstep: Class 15 contains 113169 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 970 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937624.000000 Penalty: 62815.007812
Iteration 69Q: 20 clusters Score -8.493762e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 87794 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29843 members 
Mstep: Class 5 contains 22623 members 
Mstep: Class 6 contains 12761 members 
Mstep: Class 7 contains 25161 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 13316 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1868 members 
Mstep: Class 12 contains 14964 members 
Mstep: Class 13 contains 136258 members 
Mstep: Class 15 contains 115347 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938000.000000 Penalty: 62815.007812
Iteration 70Q: 20 clusters Score -8.4938e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 87462 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 29951 members 
Mstep: Class 5 contains 22485 members 
Mstep: Class 6 contains 12067 members 
Mstep: Class 7 contains 25181 members 
Mstep: Class 8 contains 254 members 
Mstep: Class 9 contains 13473 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1870 members 
Mstep: Class 12 contains 14922 members 
Mstep: Class 13 contains 135256 members 
Mstep: Class 15 contains 117638 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938424.000000 Penalty: 62815.007812
Iteration 71Q: 20 clusters Score -8.493842e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146355 members 
Mstep: Class 2 contains 87072 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30067 members 
Mstep: Class 5 contains 22346 members 
Mstep: Class 6 contains 11476 members 
Mstep: Class 7 contains 25206 members 
Mstep: Class 8 contains 253 members 
Mstep: Class 9 contains 13597 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1869 members 
Mstep: Class 12 contains 14871 members 
Mstep: Class 13 contains 134230 members 
Mstep: Class 15 contains 119881 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938464.000000 Penalty: 62815.007812
Iteration 72Q: 20 clusters Score -8.493846e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146110 members 
Mstep: Class 2 contains 86631 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30190 members 
Mstep: Class 5 contains 22205 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 25231 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 13715 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1870 members 
Mstep: Class 12 contains 14798 members 
Mstep: Class 13 contains 133191 members 
Mstep: Class 15 contains 122099 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938680.000000 Penalty: 62815.007812
Iteration 73Q: 20 clusters Score -8.493868e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145790 members 
Mstep: Class 2 contains 86186 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 22057 members 
Mstep: Class 6 contains 10415 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 13825 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 14720 members 
Mstep: Class 13 contains 132136 members 
Mstep: Class 15 contains 124414 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2850 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938968.000000 Penalty: 62815.007812
Iteration 74Q: 20 clusters Score -8.493897e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145554 members 
Mstep: Class 2 contains 85772 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30374 members 
Mstep: Class 5 contains 21906 members 
Mstep: Class 6 contains 9884 members 
Mstep: Class 7 contains 25336 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 14636 members 
Mstep: Class 13 contains 130982 members 
Mstep: Class 15 contains 126754 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2843 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939088.000000 Penalty: 62815.007812
Iteration 75Q: 20 clusters Score -8.493909e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 85388 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30430 members 
Mstep: Class 5 contains 21738 members 
Mstep: Class 6 contains 9413 members 
Mstep: Class 7 contains 25373 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14003 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 14541 members 
Mstep: Class 13 contains 129817 members 
Mstep: Class 15 contains 129082 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939464.000000 Penalty: 62815.007812
Iteration 76Q: 20 clusters Score -8.493946e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145125 members 
Mstep: Class 2 contains 84968 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30492 members 
Mstep: Class 5 contains 21588 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 25382 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 12 contains 14430 members 
Mstep: Class 13 contains 128662 members 
Mstep: Class 15 contains 131428 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2824 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939568.000000 Penalty: 62815.007812
Iteration 77Q: 20 clusters Score -8.493957e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144961 members 
Mstep: Class 2 contains 84551 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30540 members 
Mstep: Class 5 contains 21437 members 
Mstep: Class 6 contains 8570 members 
Mstep: Class 7 contains 25403 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 14178 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 12 contains 14290 members 
Mstep: Class 13 contains 127469 members 
Mstep: Class 15 contains 133740 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939752.000000 Penalty: 62815.007812
Iteration 78Q: 20 clusters Score -8.493975e+07 nChanged 3776
Entering ConstructFrom: 
Score: -84939752.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (144722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144722 members 
Entering Unmasked Estep 
Score: -20227054.000000 Penalty: 2946.877441
	Iteration 0F: 2 clusters Score -2.022705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72608 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -20131498.000000 Penalty: 5893.754883
	Iteration 0F: 3 clusters Score -2.01315e+07 nChanged 68988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 68670 members 
Entering Unmasked Estep 
Score: -20171560.000000 Penalty: 5893.754883
	Iteration 1F: 3 clusters Score -2.017156e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78236 members 
Mstep: Class 2 contains 66486 members 
Entering Unmasked Estep 
Score: -20172640.000000 Penalty: 5893.754883
	Iteration 2Q: 3 clusters Score -2.017264e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -20174160.000000 Penalty: 5893.754883
	Iteration 3Q: 3 clusters Score -2.017416e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -20176744.000000 Penalty: 5893.754883
	Iteration 4Q: 3 clusters Score -2.017674e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93486 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -20180954.000000 Penalty: 5893.754883
	Iteration 5F: 3 clusters Score -2.018095e+07 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102945 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -20188036.000000 Penalty: 5893.754883
	Iteration 6F: 3 clusters Score -2.018804e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -20197874.000000 Penalty: 5893.754883
	Iteration 7F: 3 clusters Score -2.019787e+07 nChanged 10392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124126 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -20207580.000000 Penalty: 5893.754883
	Iteration 8F: 3 clusters Score -2.020758e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131561 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -20214740.000000 Penalty: 5893.754883
	Iteration 9F: 3 clusters Score -2.021474e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136089 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -20218750.000000 Penalty: 5893.754883
	Iteration 10Q: 3 clusters Score -2.021875e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138782 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -20221186.000000 Penalty: 5893.754883
	Iteration 11Q: 3 clusters Score -2.022119e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140397 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -20222562.000000 Penalty: 5893.754883
	Iteration 12Q: 3 clusters Score -2.022256e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141421 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20223344.000000 Penalty: 5893.754883
	Iteration 13Q: 3 clusters Score -2.022334e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142101 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -20223766.000000 Penalty: 5893.754883
	Iteration 14Q: 3 clusters Score -2.022377e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142572 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -20224152.000000 Penalty: 5893.754883
	Iteration 15Q: 3 clusters Score -2.022415e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -20224434.000000 Penalty: 5893.754883
	Iteration 16Q: 3 clusters Score -2.022443e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143155 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -20224580.000000 Penalty: 5893.754883
	Iteration 17Q: 3 clusters Score -2.022458e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143297 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -20224672.000000 Penalty: 5893.754883
	Iteration 18Q: 3 clusters Score -2.022467e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143402 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20224700.000000 Penalty: 5893.754883
	Iteration 19Q: 3 clusters Score -2.02247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20224776.000000 Penalty: 5893.754883
	Iteration 20F: 3 clusters Score -2.022478e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143542 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20224808.000000 Penalty: 5893.754883
	Iteration 21Q: 3 clusters Score -2.022481e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143597 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -20224808.000000 Penalty: 5893.754883
	Iteration 22Q: 3 clusters Score -2.022481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143631 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -20224812.000000 Penalty: 5893.754883
	Iteration 23Q: 3 clusters Score -2.022481e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -20224816.000000 Penalty: 5893.754883
	Iteration 24Q: 3 clusters Score -2.022482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -20224862.000000 Penalty: 5893.754883
	Iteration 25Q: 3 clusters Score -2.022486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143709 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -20224848.000000 Penalty: 5893.754883
	Iteration 26Q: 3 clusters Score -2.022485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20224834.000000 Penalty: 5893.754883
	Iteration 27Q: 3 clusters Score -2.022483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -20224836.000000 Penalty: 5893.754883
	Iteration 28Q: 3 clusters Score -2.022484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143721 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20224854.000000 Penalty: 5893.754883
	Iteration 29Q: 3 clusters Score -2.022485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -20224840.000000 Penalty: 5893.754883
	Iteration 30Q: 3 clusters Score -2.022484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143726 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -20224846.000000 Penalty: 5893.754883
	Iteration 31Q: 3 clusters Score -2.022485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143729 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20224844.000000 Penalty: 5893.754883
	Iteration 32Q: 3 clusters Score -2.022484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143730 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20224842.000000 Penalty: 5893.754883
	Iteration 33Q: 3 clusters Score -2.022484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143730 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20224842.000000 Penalty: 5893.754883
	Iteration 34Q: 3 clusters Score -2.022484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143732 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -20224834.000000 Penalty: 5893.754883
	Iteration 35Q: 3 clusters Score -2.022483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20224836.000000 Penalty: 5893.754883
	Iteration 36Q: 3 clusters Score -2.022484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143733 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -20224836.000000 Penalty: 5893.754883
	Iteration 37F: 3 clusters Score -2.022484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Entering Unmasked Estep 
Score: -11842461.000000 Penalty: 2812.423096
	Iteration 0F: 2 clusters Score -1.184246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -11786274.000000 Penalty: 5624.846191
	Iteration 0F: 3 clusters Score -1.178627e+07 nChanged 39618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -11808885.000000 Penalty: 5624.846191
	Iteration 1F: 3 clusters Score -1.180888e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -11809763.000000 Penalty: 5624.846191
	Iteration 2Q: 3 clusters Score -1.180976e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -11810688.000000 Penalty: 5624.846191
	Iteration 3Q: 3 clusters Score -1.181069e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -11811793.000000 Penalty: 5624.846191
	Iteration 4Q: 3 clusters Score -1.181179e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -11813144.000000 Penalty: 5624.846191
	Iteration 5Q: 3 clusters Score -1.181314e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -11814994.000000 Penalty: 5624.846191
	Iteration 6Q: 3 clusters Score -1.181499e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -11817656.000000 Penalty: 5624.846191
	Iteration 7F: 3 clusters Score -1.181766e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -11821146.000000 Penalty: 5624.846191
	Iteration 8F: 3 clusters Score -1.182115e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -11824955.000000 Penalty: 5624.846191
	Iteration 9F: 3 clusters Score -1.182496e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -11827592.000000 Penalty: 5624.846191
	Iteration 10F: 3 clusters Score -1.182759e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -11828671.000000 Penalty: 5624.846191
	Iteration 11Q: 3 clusters Score -1.182867e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -11829110.000000 Penalty: 5624.846191
	Iteration 12Q: 3 clusters Score -1.182911e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -11829492.000000 Penalty: 5624.846191
	Iteration 13Q: 3 clusters Score -1.182949e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -11829756.000000 Penalty: 5624.846191
	Iteration 14Q: 3 clusters Score -1.182976e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -11830062.000000 Penalty: 5624.846191
	Iteration 15Q: 3 clusters Score -1.183006e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -11830333.000000 Penalty: 5624.846191
	Iteration 16Q: 3 clusters Score -1.183033e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -11830584.000000 Penalty: 5624.846191
	Iteration 17Q: 3 clusters Score -1.183058e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -11830874.000000 Penalty: 5624.846191
	Iteration 18Q: 3 clusters Score -1.183087e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -11831107.000000 Penalty: 5624.846191
	Iteration 19Q: 3 clusters Score -1.183111e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -11831329.000000 Penalty: 5624.846191
	Iteration 20F: 3 clusters Score -1.183133e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -11831638.000000 Penalty: 5624.846191
	Iteration 21Q: 3 clusters Score -1.183164e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -11831933.000000 Penalty: 5624.846191
	Iteration 22Q: 3 clusters Score -1.183193e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -11832266.000000 Penalty: 5624.846191
	Iteration 23Q: 3 clusters Score -1.183227e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -11832606.000000 Penalty: 5624.846191
	Iteration 24Q: 3 clusters Score -1.183261e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 61485 members 
Entering Unmasked Estep 
Score: -11832896.000000 Penalty: 5624.846191
	Iteration 25Q: 3 clusters Score -1.18329e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 62558 members 
Entering Unmasked Estep 
Score: -11833220.000000 Penalty: 5624.846191
	Iteration 26Q: 3 clusters Score -1.183322e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 63646 members 
Entering Unmasked Estep 
Score: -11833548.000000 Penalty: 5624.846191
	Iteration 27Q: 3 clusters Score -1.183355e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -11833948.000000 Penalty: 5624.846191
	Iteration 28Q: 3 clusters Score -1.183395e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 65741 members 
Entering Unmasked Estep 
Score: -11834233.000000 Penalty: 5624.846191
	Iteration 29Q: 3 clusters Score -1.183423e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
Score: -11834472.000000 Penalty: 5624.846191
	Iteration 30Q: 3 clusters Score -1.183447e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -11834799.000000 Penalty: 5624.846191
	Iteration 31Q: 3 clusters Score -1.18348e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -11835156.000000 Penalty: 5624.846191
	Iteration 32Q: 3 clusters Score -1.183516e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -11835503.000000 Penalty: 5624.846191
	Iteration 33Q: 3 clusters Score -1.18355e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 70880 members 
Entering Unmasked Estep 
Score: -11835725.000000 Penalty: 5624.846191
	Iteration 34Q: 3 clusters Score -1.183572e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -11836017.000000 Penalty: 5624.846191
	Iteration 35Q: 3 clusters Score -1.183602e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
Score: -11836303.000000 Penalty: 5624.846191
	Iteration 36Q: 3 clusters Score -1.18363e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -11836551.000000 Penalty: 5624.846191
	Iteration 37Q: 3 clusters Score -1.183655e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -11836880.000000 Penalty: 5624.846191
	Iteration 38Q: 3 clusters Score -1.183688e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -11837198.000000 Penalty: 5624.846191
	Iteration 39Q: 3 clusters Score -1.18372e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -11837547.000000 Penalty: 5624.846191
	Iteration 40F: 3 clusters Score -1.183755e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -11837883.000000 Penalty: 5624.846191
	Iteration 41Q: 3 clusters Score -1.183788e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -11838204.000000 Penalty: 5624.846191
	Iteration 42Q: 3 clusters Score -1.18382e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -11838499.000000 Penalty: 5624.846191
	Iteration 43Q: 3 clusters Score -1.18385e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 79098 members 
Entering Unmasked Estep 
Score: -11838748.000000 Penalty: 5624.846191
	Iteration 44Q: 3 clusters Score -1.183875e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -11838981.000000 Penalty: 5624.846191
	Iteration 45Q: 3 clusters Score -1.183898e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 80133 members 
Entering Unmasked Estep 
Score: -11839164.000000 Penalty: 5624.846191
	Iteration 46Q: 3 clusters Score -1.183916e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -11839344.000000 Penalty: 5624.846191
	Iteration 47Q: 3 clusters Score -1.183934e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
Score: -11839520.000000 Penalty: 5624.846191
	Iteration 48Q: 3 clusters Score -1.183952e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -11839616.000000 Penalty: 5624.846191
	Iteration 49Q: 3 clusters Score -1.183962e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -11839712.000000 Penalty: 5624.846191
	Iteration 50Q: 3 clusters Score -1.183971e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 81605 members 
Entering Unmasked Estep 
Score: -11839792.000000 Penalty: 5624.846191
	Iteration 51Q: 3 clusters Score -1.183979e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 81793 members 
Entering Unmasked Estep 
Score: -11839890.000000 Penalty: 5624.846191
	Iteration 52Q: 3 clusters Score -1.183989e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -11839960.000000 Penalty: 5624.846191
	Iteration 53Q: 3 clusters Score -1.183996e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 82155 members 
Entering Unmasked Estep 
Score: -11840055.000000 Penalty: 5624.846191
	Iteration 54Q: 3 clusters Score -1.184006e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -11840143.000000 Penalty: 5624.846191
	Iteration 55Q: 3 clusters Score -1.184014e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -11840186.000000 Penalty: 5624.846191
	Iteration 56Q: 3 clusters Score -1.184019e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -11840205.000000 Penalty: 5624.846191
	Iteration 57Q: 3 clusters Score -1.18402e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 82611 members 
Entering Unmasked Estep 
Score: -11840253.000000 Penalty: 5624.846191
	Iteration 58Q: 3 clusters Score -1.184025e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 82665 members 
Entering Unmasked Estep 
Score: -11840269.000000 Penalty: 5624.846191
	Iteration 59Q: 3 clusters Score -1.184027e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -11840269.000000 Penalty: 5624.846191
	Iteration 60F: 3 clusters Score -1.184027e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -11840272.000000 Penalty: 5624.846191
	Iteration 61Q: 3 clusters Score -1.184027e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 82772 members 
Entering Unmasked Estep 
Score: -11840286.000000 Penalty: 5624.846191
	Iteration 62Q: 3 clusters Score -1.184029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -11840293.000000 Penalty: 5624.846191
	Iteration 63Q: 3 clusters Score -1.184029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 82825 members 
Entering Unmasked Estep 
Score: -11840298.000000 Penalty: 5624.846191
	Iteration 64Q: 3 clusters Score -1.18403e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -11840325.000000 Penalty: 5624.846191
	Iteration 65Q: 3 clusters Score -1.184032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -11840350.000000 Penalty: 5624.846191
	Iteration 66Q: 3 clusters Score -1.184035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 82922 members 
Entering Unmasked Estep 
Score: -11840377.000000 Penalty: 5624.846191
	Iteration 67Q: 3 clusters Score -1.184038e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -11840371.000000 Penalty: 5624.846191
	Iteration 68Q: 3 clusters Score -1.184037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -11840368.000000 Penalty: 5624.846191
	Iteration 69Q: 3 clusters Score -1.184037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -11840394.000000 Penalty: 5624.846191
	Iteration 70Q: 3 clusters Score -1.184039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -11840404.000000 Penalty: 5624.846191
	Iteration 71Q: 3 clusters Score -1.18404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 83015 members 
Entering Unmasked Estep 
Score: -11840401.000000 Penalty: 5624.846191
	Iteration 72Q: 3 clusters Score -1.18404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11840400.000000 Penalty: 5624.846191
	Iteration 73Q: 3 clusters Score -1.18404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 83046 members 
Entering Unmasked Estep 
Score: -11840404.000000 Penalty: 5624.846191
	Iteration 74Q: 3 clusters Score -1.18404e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -11840400.000000 Penalty: 5624.846191
	Iteration 75Q: 3 clusters Score -1.18404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -11840400.000000 Penalty: 5624.846191
	Iteration 76Q: 3 clusters Score -1.18404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 83068 members 
Entering Unmasked Estep 
Score: -11840397.000000 Penalty: 5624.846191
	Iteration 77Q: 3 clusters Score -1.18404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -11840403.000000 Penalty: 5624.846191
	Iteration 78Q: 3 clusters Score -1.18404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 83075 members 
Entering Unmasked Estep 
Score: -11840395.000000 Penalty: 5624.846191
	Iteration 79Q: 3 clusters Score -1.18404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -11840406.000000 Penalty: 5624.846191
	Iteration 80F: 3 clusters Score -1.184041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 83081 members 
Entering Unmasked Estep 
Score: -11840409.000000 Penalty: 5624.846191
	Iteration 81Q: 3 clusters Score -1.184041e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -11840405.000000 Penalty: 5624.846191
	Iteration 82Q: 3 clusters Score -1.18404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -11840405.000000 Penalty: 5624.846191
	Iteration 83F: 3 clusters Score -1.18404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -61321.132812 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -61321.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59807.082031 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -59807.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60000.640625 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -60000.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60045.390625 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -60045.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60072.460938 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -60072.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60094.125000 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -60094.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60123.675781 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -60123.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60165.375000 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -60165.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60185.320312 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -60185.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60215.828125 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -60215.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60244.042969 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -60244.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60259.355469 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -60259.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60269.738281 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -60269.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60287.265625 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -60287.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60313.671875 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -60313.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60329.222656 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -60329.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60369.093750 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -60369.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -60421.203125 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -60421.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60513.468750 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -60513.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60690.351562 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -60690.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60849.843750 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -60849.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60884.921875 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -60884.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60887.191406 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -60887.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60888.992188 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -60888.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60888.992188 Penalty: 3080.457520
	Iteration 23F: 3 clusters Score -60888.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Entering Unmasked Estep 
Score: -4169309.750000 Penalty: 2561.596191
	Iteration 0F: 2 clusters Score -4169310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -4148409.500000 Penalty: 5123.192383
	Iteration 0F: 3 clusters Score -4148410 nChanged 13821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -4155918.500000 Penalty: 5123.192383
	Iteration 1F: 3 clusters Score -4155918 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4156553.000000 Penalty: 5123.192383
	Iteration 2Q: 3 clusters Score -4156553 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -4157472.500000 Penalty: 5123.192383
	Iteration 3Q: 3 clusters Score -4157472 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -4158789.750000 Penalty: 5123.192383
	Iteration 4F: 3 clusters Score -4158790 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -4160364.500000 Penalty: 5123.192383
	Iteration 5F: 3 clusters Score -4160364 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -4162169.750000 Penalty: 5123.192383
	Iteration 6F: 3 clusters Score -4162170 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -4163995.250000 Penalty: 5123.192383
	Iteration 7F: 3 clusters Score -4163995 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -4165455.500000 Penalty: 5123.192383
	Iteration 8F: 3 clusters Score -4165456 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -4166473.000000 Penalty: 5123.192383
	Iteration 9Q: 3 clusters Score -4166473 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4167090.000000 Penalty: 5123.192383
	Iteration 10Q: 3 clusters Score -4167090 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4167596.250000 Penalty: 5123.192383
	Iteration 11Q: 3 clusters Score -4167596 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4167979.500000 Penalty: 5123.192383
	Iteration 12Q: 3 clusters Score -4167980 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4168380.750000 Penalty: 5123.192383
	Iteration 13Q: 3 clusters Score -4168381 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4168770.250000 Penalty: 5123.192383
	Iteration 14Q: 3 clusters Score -4168770 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4168887.250000 Penalty: 5123.192383
	Iteration 15Q: 3 clusters Score -4168887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4168931.500000 Penalty: 5123.192383
	Iteration 16Q: 3 clusters Score -4168932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4168948.250000 Penalty: 5123.192383
	Iteration 17Q: 3 clusters Score -4168948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4168962.750000 Penalty: 5123.192383
	Iteration 18Q: 3 clusters Score -4168963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4168966.500000 Penalty: 5123.192383
	Iteration 19Q: 3 clusters Score -4168966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4168963.000000 Penalty: 5123.192383
	Iteration 20F: 3 clusters Score -4168963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4168966.500000 Penalty: 5123.192383
	Iteration 21Q: 3 clusters Score -4168966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4168969.750000 Penalty: 5123.192383
	Iteration 22Q: 3 clusters Score -4168970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4168969.750000 Penalty: 5123.192383
	Iteration 23Q: 3 clusters Score -4168970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4168973.250000 Penalty: 5123.192383
	Iteration 24Q: 3 clusters Score -4168973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4168977.750000 Penalty: 5123.192383
	Iteration 25Q: 3 clusters Score -4168978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4168972.250000 Penalty: 5123.192383
	Iteration 26Q: 3 clusters Score -4168972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4168974.000000 Penalty: 5123.192383
	Iteration 27Q: 3 clusters Score -4168974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4168974.000000 Penalty: 5123.192383
	Iteration 28Q: 3 clusters Score -4168974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4168977.500000 Penalty: 5123.192383
	Iteration 29Q: 3 clusters Score -4168978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4168976.250000 Penalty: 5123.192383
	Iteration 30Q: 3 clusters Score -4168976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4168978.250000 Penalty: 5123.192383
	Iteration 31Q: 3 clusters Score -4168978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4168974.500000 Penalty: 5123.192383
	Iteration 32Q: 3 clusters Score -4168974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4168975.750000 Penalty: 5123.192383
	Iteration 33Q: 3 clusters Score -4168976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4168975.750000 Penalty: 5123.192383
	Iteration 34F: 3 clusters Score -4168976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Entering Unmasked Estep 
Score: -3020097.500000 Penalty: 2471.682617
	Iteration 0F: 2 clusters Score -3020098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3005349.500000 Penalty: 4943.365234
	Iteration 0F: 3 clusters Score -3005350 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3009995.000000 Penalty: 4943.365234
	Iteration 1F: 3 clusters Score -3009995 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -3010443.500000 Penalty: 4943.365234
	Iteration 2F: 3 clusters Score -3010444 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3010813.000000 Penalty: 4943.365234
	Iteration 3Q: 3 clusters Score -3010813 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3011224.250000 Penalty: 4943.365234
	Iteration 4Q: 3 clusters Score -3011224 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3011686.000000 Penalty: 4943.365234
	Iteration 5Q: 3 clusters Score -3011686 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3012228.250000 Penalty: 4943.365234
	Iteration 6Q: 3 clusters Score -3012228 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3012931.000000 Penalty: 4943.365234
	Iteration 7F: 3 clusters Score -3012931 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3013826.250000 Penalty: 4943.365234
	Iteration 8F: 3 clusters Score -3013826 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -3014814.250000 Penalty: 4943.365234
	Iteration 9F: 3 clusters Score -3014814 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3015783.000000 Penalty: 4943.365234
	Iteration 10F: 3 clusters Score -3015783 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3016555.750000 Penalty: 4943.365234
	Iteration 11Q: 3 clusters Score -3016556 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -3017033.750000 Penalty: 4943.365234
	Iteration 12Q: 3 clusters Score -3017034 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3017345.250000 Penalty: 4943.365234
	Iteration 13Q: 3 clusters Score -3017345 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -3017528.500000 Penalty: 4943.365234
	Iteration 14Q: 3 clusters Score -3017528 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3017671.250000 Penalty: 4943.365234
	Iteration 15Q: 3 clusters Score -3017671 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3017774.500000 Penalty: 4943.365234
	Iteration 16Q: 3 clusters Score -3017774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -3017833.000000 Penalty: 4943.365234
	Iteration 17Q: 3 clusters Score -3017833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -3017875.000000 Penalty: 4943.365234
	Iteration 18Q: 3 clusters Score -3017875 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3017899.500000 Penalty: 4943.365234
	Iteration 19Q: 3 clusters Score -3017900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -3017917.250000 Penalty: 4943.365234
	Iteration 20F: 3 clusters Score -3017917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -3017930.000000 Penalty: 4943.365234
	Iteration 21Q: 3 clusters Score -3017930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3017939.750000 Penalty: 4943.365234
	Iteration 22Q: 3 clusters Score -3017940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3017955.000000 Penalty: 4943.365234
	Iteration 23Q: 3 clusters Score -3017955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3017968.500000 Penalty: 4943.365234
	Iteration 24Q: 3 clusters Score -3017968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3017972.000000 Penalty: 4943.365234
	Iteration 25Q: 3 clusters Score -3017972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -3017978.500000 Penalty: 4943.365234
	Iteration 26Q: 3 clusters Score -3017978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -3017982.250000 Penalty: 4943.365234
	Iteration 27Q: 3 clusters Score -3017982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -3017982.250000 Penalty: 4943.365234
	Iteration 28Q: 3 clusters Score -3017982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3017987.500000 Penalty: 4943.365234
	Iteration 29Q: 3 clusters Score -3017988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3017989.250000 Penalty: 4943.365234
	Iteration 30Q: 3 clusters Score -3017989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -3017988.750000 Penalty: 4943.365234
	Iteration 31Q: 3 clusters Score -3017989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3017987.250000 Penalty: 4943.365234
	Iteration 32Q: 3 clusters Score -3017987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -3017987.250000 Penalty: 4943.365234
	Iteration 33F: 3 clusters Score -3017987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Entering Unmasked Estep 
Score: -1154582.750000 Penalty: 2235.341309
	Iteration 0F: 2 clusters Score -1154583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1148008.750000 Penalty: 4470.682617
	Iteration 0F: 3 clusters Score -1148009 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1149786.500000 Penalty: 4470.682617
	Iteration 1F: 3 clusters Score -1149786 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1150030.500000 Penalty: 4470.682617
	Iteration 2F: 3 clusters Score -1150030 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1150198.625000 Penalty: 4470.682617
	Iteration 3Q: 3 clusters Score -1150199 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1150327.125000 Penalty: 4470.682617
	Iteration 4Q: 3 clusters Score -1150327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1150420.750000 Penalty: 4470.682617
	Iteration 5Q: 3 clusters Score -1150421 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1150489.625000 Penalty: 4470.682617
	Iteration 6Q: 3 clusters Score -1150490 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1150543.875000 Penalty: 4470.682617
	Iteration 7Q: 3 clusters Score -1150544 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1150599.625000 Penalty: 4470.682617
	Iteration 8Q: 3 clusters Score -1150600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1150650.250000 Penalty: 4470.682617
	Iteration 9Q: 3 clusters Score -1150650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1150678.625000 Penalty: 4470.682617
	Iteration 10Q: 3 clusters Score -1150679 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1150710.375000 Penalty: 4470.682617
	Iteration 11Q: 3 clusters Score -1150710 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1150729.750000 Penalty: 4470.682617
	Iteration 12Q: 3 clusters Score -1150730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1150753.750000 Penalty: 4470.682617
	Iteration 13Q: 3 clusters Score -1150754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1150793.750000 Penalty: 4470.682617
	Iteration 14Q: 3 clusters Score -1150794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1150840.625000 Penalty: 4470.682617
	Iteration 15Q: 3 clusters Score -1150841 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1150890.000000 Penalty: 4470.682617
	Iteration 16Q: 3 clusters Score -1150890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1150947.375000 Penalty: 4470.682617
	Iteration 17Q: 3 clusters Score -1150947 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1151025.125000 Penalty: 4470.682617
	Iteration 18Q: 3 clusters Score -1151025 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1151117.125000 Penalty: 4470.682617
	Iteration 19Q: 3 clusters Score -1151117 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1151217.875000 Penalty: 4470.682617
	Iteration 20F: 3 clusters Score -1151218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1151321.375000 Penalty: 4470.682617
	Iteration 21Q: 3 clusters Score -1151321 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1151436.625000 Penalty: 4470.682617
	Iteration 22Q: 3 clusters Score -1151437 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1151567.125000 Penalty: 4470.682617
	Iteration 23Q: 3 clusters Score -1151567 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1151720.250000 Penalty: 4470.682617
	Iteration 24Q: 3 clusters Score -1151720 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1151864.750000 Penalty: 4470.682617
	Iteration 25Q: 3 clusters Score -1151865 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1152013.125000 Penalty: 4470.682617
	Iteration 26Q: 3 clusters Score -1152013 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1152129.375000 Penalty: 4470.682617
	Iteration 27Q: 3 clusters Score -1152129 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1152247.250000 Penalty: 4470.682617
	Iteration 28Q: 3 clusters Score -1152247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1152335.750000 Penalty: 4470.682617
	Iteration 29Q: 3 clusters Score -1152336 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1152417.000000 Penalty: 4470.682617
	Iteration 30Q: 3 clusters Score -1152417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1152462.250000 Penalty: 4470.682617
	Iteration 31Q: 3 clusters Score -1152462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1152495.875000 Penalty: 4470.682617
	Iteration 32Q: 3 clusters Score -1152496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1152529.625000 Penalty: 4470.682617
	Iteration 33Q: 3 clusters Score -1152530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1152559.125000 Penalty: 4470.682617
	Iteration 34Q: 3 clusters Score -1152559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1152577.250000 Penalty: 4470.682617
	Iteration 35Q: 3 clusters Score -1152577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1152588.750000 Penalty: 4470.682617
	Iteration 36Q: 3 clusters Score -1152589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1152596.125000 Penalty: 4470.682617
	Iteration 37Q: 3 clusters Score -1152596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1152600.875000 Penalty: 4470.682617
	Iteration 38Q: 3 clusters Score -1152601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1152603.375000 Penalty: 4470.682617
	Iteration 39Q: 3 clusters Score -1152603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1152605.000000 Penalty: 4470.682617
	Iteration 40F: 3 clusters Score -1152605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1152608.500000 Penalty: 4470.682617
	Iteration 41Q: 3 clusters Score -1152608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1152609.125000 Penalty: 4470.682617
	Iteration 42Q: 3 clusters Score -1152609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1152613.375000 Penalty: 4470.682617
	Iteration 43Q: 3 clusters Score -1152613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1152617.000000 Penalty: 4470.682617
	Iteration 44Q: 3 clusters Score -1152617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1152618.000000 Penalty: 4470.682617
	Iteration 45Q: 3 clusters Score -1152618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1152618.375000 Penalty: 4470.682617
	Iteration 46Q: 3 clusters Score -1152618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1152618.375000 Penalty: 4470.682617
	Iteration 47F: 3 clusters Score -1152618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Entering Unmasked Estep 
Score: -3614068.750000 Penalty: 2515.584961
	Iteration 0F: 2 clusters Score -3614069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -3596590.500000 Penalty: 5031.169922
	Iteration 0F: 3 clusters Score -3596590 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3602590.500000 Penalty: 5031.169922
	Iteration 1F: 3 clusters Score -3602590 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3602943.000000 Penalty: 5031.169922
	Iteration 2Q: 3 clusters Score -3602943 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3603193.250000 Penalty: 5031.169922
	Iteration 3Q: 3 clusters Score -3603193 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -3603387.500000 Penalty: 5031.169922
	Iteration 4Q: 3 clusters Score -3603388 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3603581.250000 Penalty: 5031.169922
	Iteration 5Q: 3 clusters Score -3603581 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3603767.500000 Penalty: 5031.169922
	Iteration 6Q: 3 clusters Score -3603768 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3603972.500000 Penalty: 5031.169922
	Iteration 7Q: 3 clusters Score -3603972 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3604221.000000 Penalty: 5031.169922
	Iteration 8Q: 3 clusters Score -3604221 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3604493.750000 Penalty: 5031.169922
	Iteration 9Q: 3 clusters Score -3604494 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -3604818.000000 Penalty: 5031.169922
	Iteration 10Q: 3 clusters Score -3604818 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3605216.500000 Penalty: 5031.169922
	Iteration 11Q: 3 clusters Score -3605216 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3605731.000000 Penalty: 5031.169922
	Iteration 12Q: 3 clusters Score -3605731 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3606322.750000 Penalty: 5031.169922
	Iteration 13Q: 3 clusters Score -3606323 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3607030.500000 Penalty: 5031.169922
	Iteration 14Q: 3 clusters Score -3607030 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -3607711.500000 Penalty: 5031.169922
	Iteration 15Q: 3 clusters Score -3607712 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3608258.750000 Penalty: 5031.169922
	Iteration 16Q: 3 clusters Score -3608259 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3608555.000000 Penalty: 5031.169922
	Iteration 17Q: 3 clusters Score -3608555 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3608706.000000 Penalty: 5031.169922
	Iteration 18Q: 3 clusters Score -3608706 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -3608772.500000 Penalty: 5031.169922
	Iteration 19Q: 3 clusters Score -3608772 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3608835.750000 Penalty: 5031.169922
	Iteration 20F: 3 clusters Score -3608836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3608864.750000 Penalty: 5031.169922
	Iteration 21Q: 3 clusters Score -3608865 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3608882.000000 Penalty: 5031.169922
	Iteration 22Q: 3 clusters Score -3608882 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3608909.250000 Penalty: 5031.169922
	Iteration 23Q: 3 clusters Score -3608909 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3608943.250000 Penalty: 5031.169922
	Iteration 24Q: 3 clusters Score -3608943 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3608970.500000 Penalty: 5031.169922
	Iteration 25Q: 3 clusters Score -3608970 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3608985.750000 Penalty: 5031.169922
	Iteration 26Q: 3 clusters Score -3608986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3609012.000000 Penalty: 5031.169922
	Iteration 27Q: 3 clusters Score -3609012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3609012.250000 Penalty: 5031.169922
	Iteration 28Q: 3 clusters Score -3609012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3609023.250000 Penalty: 5031.169922
	Iteration 29Q: 3 clusters Score -3609023 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3609032.000000 Penalty: 5031.169922
	Iteration 30Q: 3 clusters Score -3609032 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3609027.000000 Penalty: 5031.169922
	Iteration 31Q: 3 clusters Score -3609027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3609042.500000 Penalty: 5031.169922
	Iteration 32Q: 3 clusters Score -3609042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3609054.500000 Penalty: 5031.169922
	Iteration 33Q: 3 clusters Score -3609054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3609052.000000 Penalty: 5031.169922
	Iteration 34Q: 3 clusters Score -3609052 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3609061.250000 Penalty: 5031.169922
	Iteration 35Q: 3 clusters Score -3609061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3609065.750000 Penalty: 5031.169922
	Iteration 36Q: 3 clusters Score -3609066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3609071.750000 Penalty: 5031.169922
	Iteration 37Q: 3 clusters Score -3609072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3609078.750000 Penalty: 5031.169922
	Iteration 38Q: 3 clusters Score -3609079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3609072.250000 Penalty: 5031.169922
	Iteration 39Q: 3 clusters Score -3609072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -3609075.750000 Penalty: 5031.169922
	Iteration 40F: 3 clusters Score -3609076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3609077.500000 Penalty: 5031.169922
	Iteration 41Q: 3 clusters Score -3609078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3609075.750000 Penalty: 5031.169922
	Iteration 42Q: 3 clusters Score -3609076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3609080.250000 Penalty: 5031.169922
	Iteration 43Q: 3 clusters Score -3609080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3609089.250000 Penalty: 5031.169922
	Iteration 44Q: 3 clusters Score -3609089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3609092.250000 Penalty: 5031.169922
	Iteration 45Q: 3 clusters Score -3609092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3609086.750000 Penalty: 5031.169922
	Iteration 46Q: 3 clusters Score -3609087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3609084.250000 Penalty: 5031.169922
	Iteration 47Q: 3 clusters Score -3609084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3609097.250000 Penalty: 5031.169922
	Iteration 48Q: 3 clusters Score -3609097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3609110.500000 Penalty: 5031.169922
	Iteration 49Q: 3 clusters Score -3609110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -3609121.250000 Penalty: 5031.169922
	Iteration 50Q: 3 clusters Score -3609121 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -3609115.750000 Penalty: 5031.169922
	Iteration 51Q: 3 clusters Score -3609116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3609138.000000 Penalty: 5031.169922
	Iteration 52Q: 3 clusters Score -3609138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3609144.750000 Penalty: 5031.169922
	Iteration 53Q: 3 clusters Score -3609145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3609156.250000 Penalty: 5031.169922
	Iteration 54Q: 3 clusters Score -3609156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3609149.750000 Penalty: 5031.169922
	Iteration 55Q: 3 clusters Score -3609150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3609148.000000 Penalty: 5031.169922
	Iteration 56Q: 3 clusters Score -3609148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3609162.000000 Penalty: 5031.169922
	Iteration 57Q: 3 clusters Score -3609162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3609174.500000 Penalty: 5031.169922
	Iteration 58Q: 3 clusters Score -3609174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3609179.500000 Penalty: 5031.169922
	Iteration 59Q: 3 clusters Score -3609180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3609184.500000 Penalty: 5031.169922
	Iteration 60F: 3 clusters Score -3609184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3609181.750000 Penalty: 5031.169922
	Iteration 61Q: 3 clusters Score -3609182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3609196.500000 Penalty: 5031.169922
	Iteration 62Q: 3 clusters Score -3609196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3609202.500000 Penalty: 5031.169922
	Iteration 63Q: 3 clusters Score -3609202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3609204.250000 Penalty: 5031.169922
	Iteration 64Q: 3 clusters Score -3609204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3609215.000000 Penalty: 5031.169922
	Iteration 65Q: 3 clusters Score -3609215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -3609229.750000 Penalty: 5031.169922
	Iteration 66Q: 3 clusters Score -3609230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -3609231.500000 Penalty: 5031.169922
	Iteration 67Q: 3 clusters Score -3609232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3609229.500000 Penalty: 5031.169922
	Iteration 68Q: 3 clusters Score -3609230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3609224.750000 Penalty: 5031.169922
	Iteration 69Q: 3 clusters Score -3609225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -3609231.500000 Penalty: 5031.169922
	Iteration 70Q: 3 clusters Score -3609232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3609237.250000 Penalty: 5031.169922
	Iteration 71Q: 3 clusters Score -3609237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3609236.250000 Penalty: 5031.169922
	Iteration 72Q: 3 clusters Score -3609236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3609245.000000 Penalty: 5031.169922
	Iteration 73Q: 3 clusters Score -3609245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3609239.250000 Penalty: 5031.169922
	Iteration 74Q: 3 clusters Score -3609239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3609246.750000 Penalty: 5031.169922
	Iteration 75Q: 3 clusters Score -3609247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3609255.750000 Penalty: 5031.169922
	Iteration 76Q: 3 clusters Score -3609256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3609266.750000 Penalty: 5031.169922
	Iteration 77Q: 3 clusters Score -3609267 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3609278.250000 Penalty: 5031.169922
	Iteration 78Q: 3 clusters Score -3609278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3609274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3609280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3609292.250000 Penalty: 5031.169922
	Iteration 81Q: 3 clusters Score -3609292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3609301.750000 Penalty: 5031.169922
	Iteration 82Q: 3 clusters Score -3609302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3609316.000000 Penalty: 5031.169922
	Iteration 83Q: 3 clusters Score -3609316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3609327.750000 Penalty: 5031.169922
	Iteration 84Q: 3 clusters Score -3609328 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3609343.000000 Penalty: 5031.169922
	Iteration 85Q: 3 clusters Score -3609343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3609347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -3609367.000000 Penalty: 5031.169922
	Iteration 87Q: 3 clusters Score -3609367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3609370.500000 Penalty: 5031.169922
	Iteration 88Q: 3 clusters Score -3609370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3609375.750000 Penalty: 5031.169922
	Iteration 89Q: 3 clusters Score -3609376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3609390.750000 Penalty: 5031.169922
	Iteration 90Q: 3 clusters Score -3609391 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3609394.250000 Penalty: 5031.169922
	Iteration 91Q: 3 clusters Score -3609394 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3609418.750000 Penalty: 5031.169922
	Iteration 92Q: 3 clusters Score -3609419 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3609440.500000 Penalty: 5031.169922
	Iteration 93Q: 3 clusters Score -3609440 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3609457.000000 Penalty: 5031.169922
	Iteration 94Q: 3 clusters Score -3609457 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3609479 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3609493.000000 Penalty: 5031.169922
	Iteration 96Q: 3 clusters Score -3609493 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -3609509.250000 Penalty: 5031.169922
	Iteration 97Q: 3 clusters Score -3609509 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3609523.250000 Penalty: 5031.169922
	Iteration 98Q: 3 clusters Score -3609523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3609556.500000 Penalty: 5031.169922
	Iteration 99Q: 3 clusters Score -3609556 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3609555.250000 Penalty: 5031.169922
	Iteration 100F: 3 clusters Score -3609555 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3609571.500000 Penalty: 5031.169922
	Iteration 101Q: 3 clusters Score -3609572 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3609594.750000 Penalty: 5031.169922
	Iteration 102Q: 3 clusters Score -3609595 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3609613.000000 Penalty: 5031.169922
	Iteration 103Q: 3 clusters Score -3609613 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3609641 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3609678.000000 Penalty: 5031.169922
	Iteration 105Q: 3 clusters Score -3609678 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3609698 nChanged 164
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3609742.750000 Penalty: 5031.169922
	Iteration 107Q: 3 clusters Score -3609743 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3609776.750000 Penalty: 5031.169922
	Iteration 108Q: 3 clusters Score -3609777 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3609833.750000 Penalty: 5031.169922
	Iteration 109Q: 3 clusters Score -3609834 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3609884 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3609924 nChanged 210
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Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3609968 nChanged 209
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3610038 nChanged 207
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Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3610083.750000 Penalty: 5031.169922
	Iteration 114Q: 3 clusters Score -3610084 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3610161.500000 Penalty: 5031.169922
	Iteration 115Q: 3 clusters Score -3610162 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3610225 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3610296.500000 Penalty: 5031.169922
	Iteration 117Q: 3 clusters Score -3610296 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -3610377.750000 Penalty: 5031.169922
	Iteration 118Q: 3 clusters Score -3610378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3610430 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -3610501.250000 Penalty: 5031.169922
	Iteration 120F: 3 clusters Score -3610501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3610576.000000 Penalty: 5031.169922
	Iteration 121Q: 3 clusters Score -3610576 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -3610633.500000 Penalty: 5031.169922
	Iteration 122Q: 3 clusters Score -3610634 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -3610695.250000 Penalty: 5031.169922
	Iteration 123Q: 3 clusters Score -3610695 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3610772.000000 Penalty: 5031.169922
	Iteration 124Q: 3 clusters Score -3610772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3610841.750000 Penalty: 5031.169922
	Iteration 125Q: 3 clusters Score -3610842 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3610900.500000 Penalty: 5031.169922
	Iteration 126Q: 3 clusters Score -3610900 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3610966 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -3611037.000000 Penalty: 5031.169922
	Iteration 128Q: 3 clusters Score -3611037 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -3611106.500000 Penalty: 5031.169922
	Iteration 129Q: 3 clusters Score -3611106 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -3611171.250000 Penalty: 5031.169922
	Iteration 130Q: 3 clusters Score -3611171 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3611257.000000 Penalty: 5031.169922
	Iteration 131Q: 3 clusters Score -3611257 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3611328.250000 Penalty: 5031.169922
	Iteration 132Q: 3 clusters Score -3611328 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3611412.000000 Penalty: 5031.169922
	Iteration 133Q: 3 clusters Score -3611412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3611497.750000 Penalty: 5031.169922
	Iteration 134Q: 3 clusters Score -3611498 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3611571.250000 Penalty: 5031.169922
	Iteration 135Q: 3 clusters Score -3611571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3611615.750000 Penalty: 5031.169922
	Iteration 136Q: 3 clusters Score -3611616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3611666.250000 Penalty: 5031.169922
	Iteration 137Q: 3 clusters Score -3611666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3611702.500000 Penalty: 5031.169922
	Iteration 138Q: 3 clusters Score -3611702 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3611732.000000 Penalty: 5031.169922
	Iteration 139Q: 3 clusters Score -3611732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3611745.750000 Penalty: 5031.169922
	Iteration 140F: 3 clusters Score -3611746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3611757.250000 Penalty: 5031.169922
	Iteration 141Q: 3 clusters Score -3611757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3611762.000000 Penalty: 5031.169922
	Iteration 142Q: 3 clusters Score -3611762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3611772.750000 Penalty: 5031.169922
	Iteration 143Q: 3 clusters Score -3611773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -3611784.250000 Penalty: 5031.169922
	Iteration 144Q: 3 clusters Score -3611784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3611788.500000 Penalty: 5031.169922
	Iteration 145Q: 3 clusters Score -3611788 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3611792.500000 Penalty: 5031.169922
	Iteration 146Q: 3 clusters Score -3611792 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3611805.250000 Penalty: 5031.169922
	Iteration 147Q: 3 clusters Score -3611805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3611818.250000 Penalty: 5031.169922
	Iteration 148Q: 3 clusters Score -3611818 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3611821.250000 Penalty: 5031.169922
	Iteration 149Q: 3 clusters Score -3611821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3611834.500000 Penalty: 5031.169922
	Iteration 150Q: 3 clusters Score -3611834 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3611844.000000 Penalty: 5031.169922
	Iteration 151Q: 3 clusters Score -3611844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3611842.000000 Penalty: 5031.169922
	Iteration 152Q: 3 clusters Score -3611842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3611851.250000 Penalty: 5031.169922
	Iteration 153Q: 3 clusters Score -3611851 nChanged 10
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Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -3611855.000000 Penalty: 5031.169922
	Iteration 154Q: 3 clusters Score -3611855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3611854.000000 Penalty: 5031.169922
	Iteration 155Q: 3 clusters Score -3611854 nChanged 5
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Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3611856.000000 Penalty: 5031.169922
	Iteration 156Q: 3 clusters Score -3611856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3611861.750000 Penalty: 5031.169922
	Iteration 157Q: 3 clusters Score -3611862 nChanged 9
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Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3611869.250000 Penalty: 5031.169922
	Iteration 158Q: 3 clusters Score -3611869 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3611873.250000 Penalty: 5031.169922
	Iteration 159Q: 3 clusters Score -3611873 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3611871.750000 Penalty: 5031.169922
	Iteration 160F: 3 clusters Score -3611872 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3611876.250000 Penalty: 5031.169922
	Iteration 161Q: 3 clusters Score -3611876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3611876.500000 Penalty: 5031.169922
	Iteration 162Q: 3 clusters Score -3611876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3611877.250000 Penalty: 5031.169922
	Iteration 163Q: 3 clusters Score -3611877 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3611882.500000 Penalty: 5031.169922
	Iteration 164Q: 3 clusters Score -3611882 nChanged 5
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Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3611884.500000 Penalty: 5031.169922
	Iteration 165Q: 3 clusters Score -3611884 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3611888.000000 Penalty: 5031.169922
	Iteration 166Q: 3 clusters Score -3611888 nChanged 1
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Mstep: Class 1 contains 718 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -3611889 nChanged 1
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Mstep: Class 1 contains 717 members 
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Entering Unmasked Estep 
Score: -3611891.750000 Penalty: 5031.169922
	Iteration 168Q: 3 clusters Score -3611892 nChanged 1
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Mstep: Class 1 contains 716 members 
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Entering Unmasked Estep 
Score: -3611894.750000 Penalty: 5031.169922
	Iteration 169Q: 3 clusters Score -3611895 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3611895.750000 Penalty: 5031.169922
	Iteration 170Q: 3 clusters Score -3611896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3611899.250000 Penalty: 5031.169922
	Iteration 171Q: 3 clusters Score -3611899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -3611893.750000 Penalty: 5031.169922
	Iteration 172Q: 3 clusters Score -3611894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3611896.000000 Penalty: 5031.169922
	Iteration 173Q: 3 clusters Score -3611896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3611896.000000 Penalty: 5031.169922
	Iteration 174F: 3 clusters Score -3611896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -32344.996094 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -32345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31145.994141 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -31145.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31193.460938 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -31193.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -31207.972656 Penalty: 2740.624756
	Iteration 2Q: 3 clusters Score -31207.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31216.148438 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -31216.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31219.316406 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -31219.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31222.378906 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -31222.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31222.378906 Penalty: 2740.624756
	Iteration 6F: 3 clusters Score -31222.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Entering Unmasked Estep 
Score: -2022509.375000 Penalty: 2372.190430
	Iteration 0F: 2 clusters Score -2022509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2012135.250000 Penalty: 4744.380859
	Iteration 0F: 3 clusters Score -2012135 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2015405.000000 Penalty: 4744.380859
	Iteration 1F: 3 clusters Score -2015405 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2015785.750000 Penalty: 4744.380859
	Iteration 2F: 3 clusters Score -2015786 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2016065.500000 Penalty: 4744.380859
	Iteration 3F: 3 clusters Score -2016066 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2016320.000000 Penalty: 4744.380859
	Iteration 4Q: 3 clusters Score -2016320 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2016562.000000 Penalty: 4744.380859
	Iteration 5Q: 3 clusters Score -2016562 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2016866.625000 Penalty: 4744.380859
	Iteration 6Q: 3 clusters Score -2016867 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2017219.375000 Penalty: 4744.380859
	Iteration 7Q: 3 clusters Score -2017219 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2017662.875000 Penalty: 4744.380859
	Iteration 8Q: 3 clusters Score -2017663 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2018195.750000 Penalty: 4744.380859
	Iteration 9F: 3 clusters Score -2018196 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2018689.875000 Penalty: 4744.380859
	Iteration 10Q: 3 clusters Score -2018690 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2019096.375000 Penalty: 4744.380859
	Iteration 11Q: 3 clusters Score -2019096 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2019364.625000 Penalty: 4744.380859
	Iteration 12Q: 3 clusters Score -2019365 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2019502.250000 Penalty: 4744.380859
	Iteration 13Q: 3 clusters Score -2019502 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2019593.750000 Penalty: 4744.380859
	Iteration 14Q: 3 clusters Score -2019594 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2019660.000000 Penalty: 4744.380859
	Iteration 15Q: 3 clusters Score -2019660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2019705.125000 Penalty: 4744.380859
	Iteration 16Q: 3 clusters Score -2019705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2019736.750000 Penalty: 4744.380859
	Iteration 17Q: 3 clusters Score -2019737 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2019766.375000 Penalty: 4744.380859
	Iteration 18Q: 3 clusters Score -2019766 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2019789.250000 Penalty: 4744.380859
	Iteration 19Q: 3 clusters Score -2019789 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2019809.500000 Penalty: 4744.380859
	Iteration 20F: 3 clusters Score -2019810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2019819.375000 Penalty: 4744.380859
	Iteration 21Q: 3 clusters Score -2019819 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2019844.375000 Penalty: 4744.380859
	Iteration 22Q: 3 clusters Score -2019844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2019862.125000 Penalty: 4744.380859
	Iteration 23Q: 3 clusters Score -2019862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2019871.250000 Penalty: 4744.380859
	Iteration 24Q: 3 clusters Score -2019871 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2019891.750000 Penalty: 4744.380859
	Iteration 25Q: 3 clusters Score -2019892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2019911.125000 Penalty: 4744.380859
	Iteration 26Q: 3 clusters Score -2019911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2019937.125000 Penalty: 4744.380859
	Iteration 27Q: 3 clusters Score -2019937 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2019984.375000 Penalty: 4744.380859
	Iteration 28Q: 3 clusters Score -2019984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2020028.625000 Penalty: 4744.380859
	Iteration 29Q: 3 clusters Score -2020029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2020065.500000 Penalty: 4744.380859
	Iteration 30Q: 3 clusters Score -2020066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2020116.750000 Penalty: 4744.380859
	Iteration 31Q: 3 clusters Score -2020117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2020156.625000 Penalty: 4744.380859
	Iteration 32Q: 3 clusters Score -2020157 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -2020199.625000 Penalty: 4744.380859
	Iteration 33Q: 3 clusters Score -2020200 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2020241.125000 Penalty: 4744.380859
	Iteration 34Q: 3 clusters Score -2020241 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2020258.500000 Penalty: 4744.380859
	Iteration 35Q: 3 clusters Score -2020258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2020270.750000 Penalty: 4744.380859
	Iteration 36Q: 3 clusters Score -2020271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2020281.375000 Penalty: 4744.380859
	Iteration 37Q: 3 clusters Score -2020281 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2020289.000000 Penalty: 4744.380859
	Iteration 38Q: 3 clusters Score -2020289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2020302.250000 Penalty: 4744.380859
	Iteration 39Q: 3 clusters Score -2020302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2020305.250000 Penalty: 4744.380859
	Iteration 40F: 3 clusters Score -2020305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2020314.000000 Penalty: 4744.380859
	Iteration 41Q: 3 clusters Score -2020314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2020323.250000 Penalty: 4744.380859
	Iteration 42Q: 3 clusters Score -2020323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2020331.500000 Penalty: 4744.380859
	Iteration 43Q: 3 clusters Score -2020332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2020339.500000 Penalty: 4744.380859
	Iteration 44Q: 3 clusters Score -2020340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2020355.375000 Penalty: 4744.380859
	Iteration 45Q: 3 clusters Score -2020355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2020365.500000 Penalty: 4744.380859
	Iteration 46Q: 3 clusters Score -2020366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2020378.750000 Penalty: 4744.380859
	Iteration 47Q: 3 clusters Score -2020379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2020386.250000 Penalty: 4744.380859
	Iteration 48Q: 3 clusters Score -2020386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2020385.250000 Penalty: 4744.380859
	Iteration 49Q: 3 clusters Score -2020385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2020397.250000 Penalty: 4744.380859
	Iteration 50Q: 3 clusters Score -2020397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2020406.375000 Penalty: 4744.380859
	Iteration 51Q: 3 clusters Score -2020406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -2020411.125000 Penalty: 4744.380859
	Iteration 52Q: 3 clusters Score -2020411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2020419.500000 Penalty: 4744.380859
	Iteration 53Q: 3 clusters Score -2020420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2020421.125000 Penalty: 4744.380859
	Iteration 54Q: 3 clusters Score -2020421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2020426.250000 Penalty: 4744.380859
	Iteration 55Q: 3 clusters Score -2020426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2020431.750000 Penalty: 4744.380859
	Iteration 56Q: 3 clusters Score -2020432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2020434.375000 Penalty: 4744.380859
	Iteration 57Q: 3 clusters Score -2020434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2020435.500000 Penalty: 4744.380859
	Iteration 58Q: 3 clusters Score -2020436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2020436.500000 Penalty: 4744.380859
	Iteration 59Q: 3 clusters Score -2020436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -2020435.750000 Penalty: 4744.380859
	Iteration 60F: 3 clusters Score -2020436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -2020438.125000 Penalty: 4744.380859
	Iteration 61Q: 3 clusters Score -2020438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2020446.500000 Penalty: 4744.380859
	Iteration 62Q: 3 clusters Score -2020446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2020447.500000 Penalty: 4744.380859
	Iteration 63Q: 3 clusters Score -2020448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2020449.250000 Penalty: 4744.380859
	Iteration 64Q: 3 clusters Score -2020449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2020453.000000 Penalty: 4744.380859
	Iteration 65Q: 3 clusters Score -2020453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -2020450.125000 Penalty: 4744.380859
	Iteration 66Q: 3 clusters Score -2020450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2020452.125000 Penalty: 4744.380859
	Iteration 67Q: 3 clusters Score -2020452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2020452.250000 Penalty: 4744.380859
	Iteration 68Q: 3 clusters Score -2020452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2020453.375000 Penalty: 4744.380859
	Iteration 69Q: 3 clusters Score -2020453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2020453.375000 Penalty: 4744.380859
	Iteration 70F: 3 clusters Score -2020453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -103325.171875 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -103325.2 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 435 members 
Entering Unmasked Estep 
Score: -101602.351562 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -101602.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102061.554688 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -102061.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102291.976562 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -102292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102490.328125 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -102490.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102654.460938 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -102654.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102859.554688 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -102859.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -103079.992188 Penalty: 3343.883545
	Iteration 6F: 3 clusters Score -103080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103360.273438 Penalty: 3343.883545
	Iteration 7F: 3 clusters Score -103360.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103583.257812 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -103583.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103840.007812 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -103840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -103895.507812 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -103895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103911.593750 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -103911.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -103921.625000 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -103921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -103940.703125 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -103940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103969.804688 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -103969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103982.906250 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -103982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104012.476562 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -104012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104022.578125 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -104022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104026.679688 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -104026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104026.679688 Penalty: 3343.883545
	Iteration 19F: 3 clusters Score -104026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 84155 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30608 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 25425 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 226 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 13 contains 126237 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 136056 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
Score: -84939120.000000 Penalty: 66121.062500
Splitting cluster 10 changes total score from -84939752.000000 to -84939120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -260334.625000 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -260334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -257779.859375 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -257779.9 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -258202.437500 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -258202.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258303.203125 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -258303.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -258373.156250 Penalty: 3738.036621
	Iteration 3Q: 3 clusters Score -258373.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -258414.375000 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -258414.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -258433.578125 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -258433.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -258446.359375 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -258446.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258458.203125 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -258458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258470.781250 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -258470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -258485.890625 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -258485.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258495.453125 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -258495.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -258502.125000 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -258502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -258506.453125 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -258506.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -258512.421875 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -258512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -258515.640625 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -258515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -258517.890625 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -258517.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -258519.734375 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -258519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -258523.625000 Penalty: 3738.036621
	Iteration 17Q: 3 clusters Score -258523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -258526.390625 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -258526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258526.171875 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -258526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258526.171875 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -258526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (14171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Entering Unmasked Estep 
Score: -2008375.125000 Penalty: 2370.620361
	Iteration 0F: 2 clusters Score -2008375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1998019.875000 Penalty: 4741.240723
	Iteration 0F: 3 clusters Score -1998020 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2001176.250000 Penalty: 4741.240723
	Iteration 1F: 3 clusters Score -2001176 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2001485.625000 Penalty: 4741.240723
	Iteration 2F: 3 clusters Score -2001486 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2001696.625000 Penalty: 4741.240723
	Iteration 3Q: 3 clusters Score -2001697 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2001846.125000 Penalty: 4741.240723
	Iteration 4Q: 3 clusters Score -2001846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2001956.750000 Penalty: 4741.240723
	Iteration 5Q: 3 clusters Score -2001957 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2002053.125000 Penalty: 4741.240723
	Iteration 6Q: 3 clusters Score -2002053 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2002140.625000 Penalty: 4741.240723
	Iteration 7Q: 3 clusters Score -2002141 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2002223.000000 Penalty: 4741.240723
	Iteration 8Q: 3 clusters Score -2002223 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2002286.125000 Penalty: 4741.240723
	Iteration 9Q: 3 clusters Score -2002286 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2002343.750000 Penalty: 4741.240723
	Iteration 10Q: 3 clusters Score -2002344 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2002395.625000 Penalty: 4741.240723
	Iteration 11Q: 3 clusters Score -2002396 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2002458.875000 Penalty: 4741.240723
	Iteration 12Q: 3 clusters Score -2002459 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2002532.125000 Penalty: 4741.240723
	Iteration 13Q: 3 clusters Score -2002532 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2002629.000000 Penalty: 4741.240723
	Iteration 14Q: 3 clusters Score -2002629 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2002710.625000 Penalty: 4741.240723
	Iteration 15Q: 3 clusters Score -2002711 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2002812.125000 Penalty: 4741.240723
	Iteration 16Q: 3 clusters Score -2002812 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2002935.000000 Penalty: 4741.240723
	Iteration 17Q: 3 clusters Score -2002935 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2003111.375000 Penalty: 4741.240723
	Iteration 18Q: 3 clusters Score -2003111 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2003319.875000 Penalty: 4741.240723
	Iteration 19Q: 3 clusters Score -2003320 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2003588.250000 Penalty: 4741.240723
	Iteration 20F: 3 clusters Score -2003588 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2003851.500000 Penalty: 4741.240723
	Iteration 21Q: 3 clusters Score -2003852 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2004138.250000 Penalty: 4741.240723
	Iteration 22Q: 3 clusters Score -2004138 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2004432.625000 Penalty: 4741.240723
	Iteration 23Q: 3 clusters Score -2004433 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2004662.250000 Penalty: 4741.240723
	Iteration 24Q: 3 clusters Score -2004662 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2004808.750000 Penalty: 4741.240723
	Iteration 25Q: 3 clusters Score -2004809 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2004904.125000 Penalty: 4741.240723
	Iteration 26Q: 3 clusters Score -2004904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2004958.875000 Penalty: 4741.240723
	Iteration 27Q: 3 clusters Score -2004959 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2005012.500000 Penalty: 4741.240723
	Iteration 28Q: 3 clusters Score -2005012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -2005051.750000 Penalty: 4741.240723
	Iteration 29Q: 3 clusters Score -2005052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2005073.625000 Penalty: 4741.240723
	Iteration 30Q: 3 clusters Score -2005074 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2005095.125000 Penalty: 4741.240723
	Iteration 31Q: 3 clusters Score -2005095 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2005102.750000 Penalty: 4741.240723
	Iteration 32Q: 3 clusters Score -2005103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2005120.750000 Penalty: 4741.240723
	Iteration 33Q: 3 clusters Score -2005121 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -2005132.250000 Penalty: 4741.240723
	Iteration 34Q: 3 clusters Score -2005132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2005143.000000 Penalty: 4741.240723
	Iteration 35Q: 3 clusters Score -2005143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2005160.750000 Penalty: 4741.240723
	Iteration 36Q: 3 clusters Score -2005161 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2005177.125000 Penalty: 4741.240723
	Iteration 37Q: 3 clusters Score -2005177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2005195.250000 Penalty: 4741.240723
	Iteration 38Q: 3 clusters Score -2005195 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2005202.500000 Penalty: 4741.240723
	Iteration 39Q: 3 clusters Score -2005202 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2005209.375000 Penalty: 4741.240723
	Iteration 40F: 3 clusters Score -2005209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2005221.750000 Penalty: 4741.240723
	Iteration 41Q: 3 clusters Score -2005222 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2005239.750000 Penalty: 4741.240723
	Iteration 42Q: 3 clusters Score -2005240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2005253.750000 Penalty: 4741.240723
	Iteration 43Q: 3 clusters Score -2005254 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2005273.875000 Penalty: 4741.240723
	Iteration 44Q: 3 clusters Score -2005274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -2005284.375000 Penalty: 4741.240723
	Iteration 45Q: 3 clusters Score -2005284 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2005296.500000 Penalty: 4741.240723
	Iteration 46Q: 3 clusters Score -2005296 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2005316.000000 Penalty: 4741.240723
	Iteration 47Q: 3 clusters Score -2005316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2005330.000000 Penalty: 4741.240723
	Iteration 48Q: 3 clusters Score -2005330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2005335.625000 Penalty: 4741.240723
	Iteration 49Q: 3 clusters Score -2005336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2005352.875000 Penalty: 4741.240723
	Iteration 50Q: 3 clusters Score -2005353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2005360.000000 Penalty: 4741.240723
	Iteration 51Q: 3 clusters Score -2005360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2005361.250000 Penalty: 4741.240723
	Iteration 52Q: 3 clusters Score -2005361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2005365.875000 Penalty: 4741.240723
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2005438 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2005473 nChanged 42
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Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2005542 nChanged 21
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Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2005546 nChanged 20
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Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2005548 nChanged 26
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Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4429 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2005617 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2005621 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2005632 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2005633 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2005642 nChanged 24
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Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2005643 nChanged 36
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2005654 nChanged 56
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Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2005672 nChanged 72
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Mstep: Class 1 contains 3829 members 
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	Iteration 104Q: 3 clusters Score -2005689 nChanged 73
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Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 10415 members 
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	Iteration 105Q: 3 clusters Score -2005709 nChanged 63
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Mstep: Class 1 contains 3695 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2005722 nChanged 62
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Mstep: Class 1 contains 3633 members 
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	Iteration 107Q: 3 clusters Score -2005734 nChanged 57
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Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2005749 nChanged 54
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Mstep: Class 1 contains 3526 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2005753 nChanged 53
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Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10762 members 
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2005797 nChanged 71
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2005815 nChanged 68
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Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2005830 nChanged 52
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Mstep: Class 1 contains 3152 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2005842 nChanged 55
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Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2005857 nChanged 70
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Mstep: Class 1 contains 3031 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2005880 nChanged 72
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Mstep: Class 1 contains 2961 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2005901 nChanged 67
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Mstep: Class 1 contains 2896 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2005912 nChanged 69
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Mstep: Class 1 contains 2829 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2005935 nChanged 62
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Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2005950 nChanged 63
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Mstep: Class 1 contains 2706 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2005964 nChanged 70
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Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2005992 nChanged 71
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 11606 members 
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	Iteration 124Q: 3 clusters Score -2006007 nChanged 81
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Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2006032 nChanged 78
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Mstep: Class 1 contains 2406 members 
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	Iteration 126Q: 3 clusters Score -2006053 nChanged 72
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Mstep: Class 1 contains 2334 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2006080 nChanged 79
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Mstep: Class 1 contains 2255 members 
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	Iteration 128Q: 3 clusters Score -2006100 nChanged 77
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Mstep: Class 1 contains 2180 members 
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Mstep: Class 2 contains 12122 members 
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	Iteration 131Q: 3 clusters Score -2006170 nChanged 55
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Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12222 members 
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Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2006222 nChanged 48
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Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2006231 nChanged 43
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Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 12359 members 
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	Iteration 136Q: 3 clusters Score -2006250 nChanged 48
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12405 members 
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	Iteration 137Q: 3 clusters Score -2006264 nChanged 45
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Mstep: Class 1 contains 1721 members 
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Mstep: Class 1 contains 1666 members 
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	Iteration 139Q: 3 clusters Score -2006298 nChanged 42
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Mstep: Class 1 contains 1624 members 
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Score: -2006308.125000 Penalty: 4741.240723
	Iteration 140F: 3 clusters Score -2006308 nChanged 37
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Mstep: Class 1 contains 1587 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2006331 nChanged 26
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Mstep: Class 1 contains 1532 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2006338 nChanged 28
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Mstep: Class 1 contains 1506 members 
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Mstep: Class 1 contains 1480 members 
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Entering Unmasked Estep 
Score: -2006354.000000 Penalty: 4741.240723
	Iteration 145Q: 3 clusters Score -2006354 nChanged 18
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Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2006368.375000 Penalty: 4741.240723
	Iteration 147Q: 3 clusters Score -2006368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2006374.000000 Penalty: 4741.240723
	Iteration 148Q: 3 clusters Score -2006374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2006377.250000 Penalty: 4741.240723
	Iteration 149Q: 3 clusters Score -2006377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2006384.625000 Penalty: 4741.240723
	Iteration 150Q: 3 clusters Score -2006385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2006393.750000 Penalty: 4741.240723
	Iteration 151Q: 3 clusters Score -2006394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2006398.125000 Penalty: 4741.240723
	Iteration 152Q: 3 clusters Score -2006398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2006399.500000 Penalty: 4741.240723
	Iteration 153Q: 3 clusters Score -2006400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2006404.875000 Penalty: 4741.240723
	Iteration 154Q: 3 clusters Score -2006405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2006403.250000 Penalty: 4741.240723
	Iteration 155Q: 3 clusters Score -2006403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2006403.875000 Penalty: 4741.240723
	Iteration 156Q: 3 clusters Score -2006404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2006406.375000 Penalty: 4741.240723
	Iteration 157Q: 3 clusters Score -2006406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2006406.250000 Penalty: 4741.240723
	Iteration 158Q: 3 clusters Score -2006406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2006406.250000 Penalty: 4741.240723
	Iteration 159F: 3 clusters Score -2006406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (126237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126237 members 
Entering Unmasked Estep 
Score: -17709294.000000 Penalty: 2912.987305
	Iteration 0F: 2 clusters Score -1.770929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 63182 members 
Entering Unmasked Estep 
Score: -17627058.000000 Penalty: 5825.974609
	Iteration 0F: 3 clusters Score -1.762706e+07 nChanged 60117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Mstep: Class 2 contains 64403 members 
Entering Unmasked Estep 
Score: -17662040.000000 Penalty: 5825.974609
	Iteration 1F: 3 clusters Score -1.766204e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61040 members 
Mstep: Class 2 contains 65197 members 
Entering Unmasked Estep 
Score: -17663104.000000 Penalty: 5825.974609
	Iteration 2Q: 3 clusters Score -1.76631e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -17664158.000000 Penalty: 5825.974609
	Iteration 3Q: 3 clusters Score -1.766416e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -17665688.000000 Penalty: 5825.974609
	Iteration 4Q: 3 clusters Score -1.766569e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 70452 members 
Entering Unmasked Estep 
Score: -17667610.000000 Penalty: 5825.974609
	Iteration 5Q: 3 clusters Score -1.766761e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -17670538.000000 Penalty: 5825.974609
	Iteration 6Q: 3 clusters Score -1.767054e+07 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -17674536.000000 Penalty: 5825.974609
	Iteration 7F: 3 clusters Score -1.767454e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -17680328.000000 Penalty: 5825.974609
	Iteration 8F: 3 clusters Score -1.768033e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -17687348.000000 Penalty: 5825.974609
	Iteration 9F: 3 clusters Score -1.768735e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -17693918.000000 Penalty: 5825.974609
	Iteration 10F: 3 clusters Score -1.769392e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -17697624.000000 Penalty: 5825.974609
	Iteration 11Q: 3 clusters Score -1.769762e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -17699404.000000 Penalty: 5825.974609
	Iteration 12Q: 3 clusters Score -1.76994e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -17700566.000000 Penalty: 5825.974609
	Iteration 13Q: 3 clusters Score -1.770057e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -17701534.000000 Penalty: 5825.974609
	Iteration 14Q: 3 clusters Score -1.770153e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 105735 members 
Entering Unmasked Estep 
Score: -17702140.000000 Penalty: 5825.974609
	Iteration 15Q: 3 clusters Score -1.770214e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 107317 members 
Entering Unmasked Estep 
Score: -17702814.000000 Penalty: 5825.974609
	Iteration 16Q: 3 clusters Score -1.770281e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -17703456.000000 Penalty: 5825.974609
	Iteration 17Q: 3 clusters Score -1.770346e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 110094 members 
Entering Unmasked Estep 
Score: -17703986.000000 Penalty: 5825.974609
	Iteration 18Q: 3 clusters Score -1.770399e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -17704482.000000 Penalty: 5825.974609
	Iteration 19Q: 3 clusters Score -1.770448e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 112402 members 
Entering Unmasked Estep 
Score: -17704888.000000 Penalty: 5825.974609
	Iteration 20F: 3 clusters Score -1.770489e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -17705342.000000 Penalty: 5825.974609
	Iteration 21Q: 3 clusters Score -1.770534e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 114239 members 
Entering Unmasked Estep 
Score: -17705614.000000 Penalty: 5825.974609
	Iteration 22Q: 3 clusters Score -1.770561e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -17705826.000000 Penalty: 5825.974609
	Iteration 23Q: 3 clusters Score -1.770583e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 115700 members 
Entering Unmasked Estep 
Score: -17705974.000000 Penalty: 5825.974609
	Iteration 24Q: 3 clusters Score -1.770597e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 116292 members 
Entering Unmasked Estep 
Score: -17706084.000000 Penalty: 5825.974609
	Iteration 25Q: 3 clusters Score -1.770608e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 116866 members 
Entering Unmasked Estep 
Score: -17706220.000000 Penalty: 5825.974609
	Iteration 26Q: 3 clusters Score -1.770622e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -17706352.000000 Penalty: 5825.974609
	Iteration 27Q: 3 clusters Score -1.770635e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -17706376.000000 Penalty: 5825.974609
	Iteration 28Q: 3 clusters Score -1.770638e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 118231 members 
Entering Unmasked Estep 
Score: -17706470.000000 Penalty: 5825.974609
	Iteration 29Q: 3 clusters Score -1.770647e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -17706506.000000 Penalty: 5825.974609
	Iteration 30Q: 3 clusters Score -1.770651e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -17706570.000000 Penalty: 5825.974609
	Iteration 31Q: 3 clusters Score -1.770657e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -17706610.000000 Penalty: 5825.974609
	Iteration 32Q: 3 clusters Score -1.770661e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 119507 members 
Entering Unmasked Estep 
Score: -17706682.000000 Penalty: 5825.974609
	Iteration 33Q: 3 clusters Score -1.770668e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 119780 members 
Entering Unmasked Estep 
Score: -17706684.000000 Penalty: 5825.974609
	Iteration 34Q: 3 clusters Score -1.770668e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 120046 members 
Entering Unmasked Estep 
Score: -17706708.000000 Penalty: 5825.974609
	Iteration 35Q: 3 clusters Score -1.770671e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 120275 members 
Entering Unmasked Estep 
Score: -17706748.000000 Penalty: 5825.974609
	Iteration 36Q: 3 clusters Score -1.770675e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 120498 members 
Entering Unmasked Estep 
Score: -17706788.000000 Penalty: 5825.974609
	Iteration 37Q: 3 clusters Score -1.770679e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 120687 members 
Entering Unmasked Estep 
Score: -17706816.000000 Penalty: 5825.974609
	Iteration 38Q: 3 clusters Score -1.770682e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 120878 members 
Entering Unmasked Estep 
Score: -17706858.000000 Penalty: 5825.974609
	Iteration 39Q: 3 clusters Score -1.770686e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -17706898.000000 Penalty: 5825.974609
	Iteration 40F: 3 clusters Score -1.77069e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -17706928.000000 Penalty: 5825.974609
	Iteration 41Q: 3 clusters Score -1.770693e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 121421 members 
Entering Unmasked Estep 
Score: -17706946.000000 Penalty: 5825.974609
	Iteration 42Q: 3 clusters Score -1.770695e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -17706996.000000 Penalty: 5825.974609
	Iteration 43Q: 3 clusters Score -1.7707e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -17706974.000000 Penalty: 5825.974609
	Iteration 44Q: 3 clusters Score -1.770697e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -17706988.000000 Penalty: 5825.974609
	Iteration 45Q: 3 clusters Score -1.770699e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 121921 members 
Entering Unmasked Estep 
Score: -17706976.000000 Penalty: 5825.974609
	Iteration 46Q: 3 clusters Score -1.770698e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -17707002.000000 Penalty: 5825.974609
	Iteration 47Q: 3 clusters Score -1.7707e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -17707034.000000 Penalty: 5825.974609
	Iteration 48Q: 3 clusters Score -1.770703e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -17707050.000000 Penalty: 5825.974609
	Iteration 49Q: 3 clusters Score -1.770705e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -17707076.000000 Penalty: 5825.974609
	Iteration 50Q: 3 clusters Score -1.770708e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 122360 members 
Entering Unmasked Estep 
Score: -17707108.000000 Penalty: 5825.974609
	Iteration 51Q: 3 clusters Score -1.770711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -17707110.000000 Penalty: 5825.974609
	Iteration 52Q: 3 clusters Score -1.770711e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -17707146.000000 Penalty: 5825.974609
	Iteration 53Q: 3 clusters Score -1.770715e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -17707162.000000 Penalty: 5825.974609
	Iteration 54Q: 3 clusters Score -1.770716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -17707140.000000 Penalty: 5825.974609
	Iteration 55Q: 3 clusters Score -1.770714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 122652 members 
Entering Unmasked Estep 
Score: -17707166.000000 Penalty: 5825.974609
	Iteration 56Q: 3 clusters Score -1.770717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -17707142.000000 Penalty: 5825.974609
	Iteration 57Q: 3 clusters Score -1.770714e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 122730 members 
Entering Unmasked Estep 
Score: -17707136.000000 Penalty: 5825.974609
	Iteration 58Q: 3 clusters Score -1.770714e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 122766 members 
Entering Unmasked Estep 
Score: -17707142.000000 Penalty: 5825.974609
	Iteration 59Q: 3 clusters Score -1.770714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 122808 members 
Entering Unmasked Estep 
Score: -17707134.000000 Penalty: 5825.974609
	Iteration 60F: 3 clusters Score -1.770713e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 122849 members 
Entering Unmasked Estep 
Score: -17707130.000000 Penalty: 5825.974609
	Iteration 61Q: 3 clusters Score -1.770713e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -17707150.000000 Penalty: 5825.974609
	Iteration 62Q: 3 clusters Score -1.770715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 122906 members 
Entering Unmasked Estep 
Score: -17707166.000000 Penalty: 5825.974609
	Iteration 63Q: 3 clusters Score -1.770717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 122931 members 
Entering Unmasked Estep 
Score: -17707162.000000 Penalty: 5825.974609
	Iteration 64Q: 3 clusters Score -1.770716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -17707168.000000 Penalty: 5825.974609
	Iteration 65Q: 3 clusters Score -1.770717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 122975 members 
Entering Unmasked Estep 
Score: -17707158.000000 Penalty: 5825.974609
	Iteration 66Q: 3 clusters Score -1.770716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 122989 members 
Entering Unmasked Estep 
Score: -17707170.000000 Penalty: 5825.974609
	Iteration 67Q: 3 clusters Score -1.770717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 123001 members 
Entering Unmasked Estep 
Score: -17707150.000000 Penalty: 5825.974609
	Iteration 68Q: 3 clusters Score -1.770715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 123007 members 
Entering Unmasked Estep 
Score: -17707152.000000 Penalty: 5825.974609
	Iteration 69Q: 3 clusters Score -1.770715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 123018 members 
Entering Unmasked Estep 
Score: -17707160.000000 Penalty: 5825.974609
	Iteration 70Q: 3 clusters Score -1.770716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 123025 members 
Entering Unmasked Estep 
Score: -17707152.000000 Penalty: 5825.974609
	Iteration 71Q: 3 clusters Score -1.770715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -17707154.000000 Penalty: 5825.974609
	Iteration 72Q: 3 clusters Score -1.770715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 123034 members 
Entering Unmasked Estep 
Score: -17707152.000000 Penalty: 5825.974609
	Iteration 73Q: 3 clusters Score -1.770715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -17707142.000000 Penalty: 5825.974609
	Iteration 74Q: 3 clusters Score -1.770714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 123035 members 
Entering Unmasked Estep 
Score: -17707158.000000 Penalty: 5825.974609
	Iteration 75Q: 3 clusters Score -1.770716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 123040 members 
Entering Unmasked Estep 
Score: -17707150.000000 Penalty: 5825.974609
	Iteration 76Q: 3 clusters Score -1.770715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 123045 members 
Entering Unmasked Estep 
Score: -17707142.000000 Penalty: 5825.974609
	Iteration 77Q: 3 clusters Score -1.770714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 123049 members 
Entering Unmasked Estep 
Score: -17707144.000000 Penalty: 5825.974609
	Iteration 78Q: 3 clusters Score -1.770714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 123052 members 
Entering Unmasked Estep 
Score: -17707146.000000 Penalty: 5825.974609
	Iteration 79Q: 3 clusters Score -1.770715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 123057 members 
Entering Unmasked Estep 
Score: -17707136.000000 Penalty: 5825.974609
	Iteration 80F: 3 clusters Score -1.770714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 123061 members 
Entering Unmasked Estep 
Score: -17707146.000000 Penalty: 5825.974609
	Iteration 81Q: 3 clusters Score -1.770715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 123066 members 
Entering Unmasked Estep 
Score: -17707140.000000 Penalty: 5825.974609
	Iteration 82Q: 3 clusters Score -1.770714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 123070 members 
Entering Unmasked Estep 
Score: -17707138.000000 Penalty: 5825.974609
	Iteration 83Q: 3 clusters Score -1.770714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 123075 members 
Entering Unmasked Estep 
Score: -17707144.000000 Penalty: 5825.974609
	Iteration 84Q: 3 clusters Score -1.770714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 123079 members 
Entering Unmasked Estep 
Score: -17707150.000000 Penalty: 5825.974609
	Iteration 85Q: 3 clusters Score -1.770715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 123080 members 
Entering Unmasked Estep 
Score: -17707140.000000 Penalty: 5825.974609
	Iteration 86Q: 3 clusters Score -1.770714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 123083 members 
Entering Unmasked Estep 
Score: -17707148.000000 Penalty: 5825.974609
	Iteration 87Q: 3 clusters Score -1.770715e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 123086 members 
Entering Unmasked Estep 
Score: -17707140.000000 Penalty: 5825.974609
	Iteration 88Q: 3 clusters Score -1.770714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 123090 members 
Entering Unmasked Estep 
Score: -17707124.000000 Penalty: 5825.974609
	Iteration 89Q: 3 clusters Score -1.770712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -17707138.000000 Penalty: 5825.974609
	Iteration 90Q: 3 clusters Score -1.770714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 123094 members 
Entering Unmasked Estep 
Score: -17707124.000000 Penalty: 5825.974609
	Iteration 91Q: 3 clusters Score -1.770712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 123094 members 
Entering Unmasked Estep 
Score: -17707124.000000 Penalty: 5825.974609
	Iteration 92F: 3 clusters Score -1.770712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (136056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Entering Unmasked Estep 
Score: -18985566.000000 Penalty: 2931.563721
	Iteration 0F: 2 clusters Score -1.898557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67928 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -18894352.000000 Penalty: 5863.127441
	Iteration 0F: 3 clusters Score -1.889435e+07 nChanged 64788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -18931860.000000 Penalty: 5863.127441
	Iteration 1F: 3 clusters Score -1.893186e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66271 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -18932446.000000 Penalty: 5863.127441
	Iteration 2Q: 3 clusters Score -1.893245e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65225 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -18933266.000000 Penalty: 5863.127441
	Iteration 3Q: 3 clusters Score -1.893327e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 72409 members 
Entering Unmasked Estep 
Score: -18934392.000000 Penalty: 5863.127441
	Iteration 4Q: 3 clusters Score -1.893439e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 74686 members 
Entering Unmasked Estep 
Score: -18936164.000000 Penalty: 5863.127441
	Iteration 5Q: 3 clusters Score -1.893616e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 77839 members 
Entering Unmasked Estep 
Score: -18938990.000000 Penalty: 5863.127441
	Iteration 6Q: 3 clusters Score -1.893899e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 81817 members 
Entering Unmasked Estep 
Score: -18943142.000000 Penalty: 5863.127441
	Iteration 7Q: 3 clusters Score -1.894314e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 86396 members 
Entering Unmasked Estep 
Score: -18948556.000000 Penalty: 5863.127441
	Iteration 8F: 3 clusters Score -1.894856e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 91019 members 
Entering Unmasked Estep 
Score: -18954600.000000 Penalty: 5863.127441
	Iteration 9F: 3 clusters Score -1.89546e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -18959922.000000 Penalty: 5863.127441
	Iteration 10F: 3 clusters Score -1.895992e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 98107 members 
Entering Unmasked Estep 
Score: -18964124.000000 Penalty: 5863.127441
	Iteration 11F: 3 clusters Score -1.896412e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -18966904.000000 Penalty: 5863.127441
	Iteration 12Q: 3 clusters Score -1.89669e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -18968478.000000 Penalty: 5863.127441
	Iteration 13Q: 3 clusters Score -1.896848e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 104221 members 
Entering Unmasked Estep 
Score: -18969564.000000 Penalty: 5863.127441
	Iteration 14Q: 3 clusters Score -1.896956e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 106032 members 
Entering Unmasked Estep 
Score: -18970300.000000 Penalty: 5863.127441
	Iteration 15Q: 3 clusters Score -1.89703e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 107917 members 
Entering Unmasked Estep 
Score: -18970894.000000 Penalty: 5863.127441
	Iteration 16Q: 3 clusters Score -1.897089e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -18971526.000000 Penalty: 5863.127441
	Iteration 17Q: 3 clusters Score -1.897153e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 111755 members 
Entering Unmasked Estep 
Score: -18972058.000000 Penalty: 5863.127441
	Iteration 18Q: 3 clusters Score -1.897206e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -18972662.000000 Penalty: 5863.127441
	Iteration 19Q: 3 clusters Score -1.897266e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 115743 members 
Entering Unmasked Estep 
Score: -18973544.000000 Penalty: 5863.127441
	Iteration 20F: 3 clusters Score -1.897354e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -18974310.000000 Penalty: 5863.127441
	Iteration 21Q: 3 clusters Score -1.897431e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 119743 members 
Entering Unmasked Estep 
Score: -18975142.000000 Penalty: 5863.127441
	Iteration 22Q: 3 clusters Score -1.897514e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 121758 members 
Entering Unmasked Estep 
Score: -18976084.000000 Penalty: 5863.127441
	Iteration 23Q: 3 clusters Score -1.897608e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 123735 members 
Entering Unmasked Estep 
Score: -18976860.000000 Penalty: 5863.127441
	Iteration 24Q: 3 clusters Score -1.897686e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -18977730.000000 Penalty: 5863.127441
	Iteration 25Q: 3 clusters Score -1.897773e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -18978462.000000 Penalty: 5863.127441
	Iteration 26Q: 3 clusters Score -1.897846e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -18979226.000000 Penalty: 5863.127441
	Iteration 27Q: 3 clusters Score -1.897923e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 129967 members 
Entering Unmasked Estep 
Score: -18979834.000000 Penalty: 5863.127441
	Iteration 28Q: 3 clusters Score -1.897983e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 131049 members 
Entering Unmasked Estep 
Score: -18980438.000000 Penalty: 5863.127441
	Iteration 29Q: 3 clusters Score -1.898044e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 131950 members 
Entering Unmasked Estep 
Score: -18980956.000000 Penalty: 5863.127441
	Iteration 30Q: 3 clusters Score -1.898096e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 132708 members 
Entering Unmasked Estep 
Score: -18981420.000000 Penalty: 5863.127441
	Iteration 31Q: 3 clusters Score -1.898142e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 133331 members 
Entering Unmasked Estep 
Score: -18981740.000000 Penalty: 5863.127441
	Iteration 32Q: 3 clusters Score -1.898174e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 133802 members 
Entering Unmasked Estep 
Score: -18981992.000000 Penalty: 5863.127441
	Iteration 33Q: 3 clusters Score -1.898199e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 134194 members 
Entering Unmasked Estep 
Score: -18982190.000000 Penalty: 5863.127441
	Iteration 34Q: 3 clusters Score -1.898219e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 134469 members 
Entering Unmasked Estep 
Score: -18982376.000000 Penalty: 5863.127441
	Iteration 35Q: 3 clusters Score -1.898238e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 134686 members 
Entering Unmasked Estep 
Score: -18982506.000000 Penalty: 5863.127441
	Iteration 36Q: 3 clusters Score -1.898251e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 134835 members 
Entering Unmasked Estep 
Score: -18982618.000000 Penalty: 5863.127441
	Iteration 37Q: 3 clusters Score -1.898262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 134955 members 
Entering Unmasked Estep 
Score: -18982718.000000 Penalty: 5863.127441
	Iteration 38Q: 3 clusters Score -1.898272e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 135059 members 
Entering Unmasked Estep 
Score: -18982790.000000 Penalty: 5863.127441
	Iteration 39Q: 3 clusters Score -1.898279e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 135140 members 
Entering Unmasked Estep 
Score: -18982844.000000 Penalty: 5863.127441
	Iteration 40F: 3 clusters Score -1.898284e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 135206 members 
Entering Unmasked Estep 
Score: -18982874.000000 Penalty: 5863.127441
	Iteration 41Q: 3 clusters Score -1.898287e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 135247 members 
Entering Unmasked Estep 
Score: -18982918.000000 Penalty: 5863.127441
	Iteration 42Q: 3 clusters Score -1.898292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 135280 members 
Entering Unmasked Estep 
Score: -18982942.000000 Penalty: 5863.127441
	Iteration 43Q: 3 clusters Score -1.898294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 135305 members 
Entering Unmasked Estep 
Score: -18982946.000000 Penalty: 5863.127441
	Iteration 44Q: 3 clusters Score -1.898295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 135318 members 
Entering Unmasked Estep 
Score: -18982978.000000 Penalty: 5863.127441
	Iteration 45Q: 3 clusters Score -1.898298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -18982996.000000 Penalty: 5863.127441
	Iteration 46Q: 3 clusters Score -1.8983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 135340 members 
Entering Unmasked Estep 
Score: -18982998.000000 Penalty: 5863.127441
	Iteration 47Q: 3 clusters Score -1.8983e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -18982996.000000 Penalty: 5863.127441
	Iteration 48Q: 3 clusters Score -1.8983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 135353 members 
Entering Unmasked Estep 
Score: -18982996.000000 Penalty: 5863.127441
	Iteration 49Q: 3 clusters Score -1.8983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 135359 members 
Entering Unmasked Estep 
Score: -18983008.000000 Penalty: 5863.127441
	Iteration 50Q: 3 clusters Score -1.898301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 135365 members 
Entering Unmasked Estep 
Score: -18983020.000000 Penalty: 5863.127441
	Iteration 51Q: 3 clusters Score -1.898302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -18983022.000000 Penalty: 5863.127441
	Iteration 52Q: 3 clusters Score -1.898302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 135379 members 
Entering Unmasked Estep 
Score: -18983018.000000 Penalty: 5863.127441
	Iteration 53Q: 3 clusters Score -1.898302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -18983034.000000 Penalty: 5863.127441
	Iteration 54Q: 3 clusters Score -1.898303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -18983036.000000 Penalty: 5863.127441
	Iteration 55Q: 3 clusters Score -1.898304e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -18983040.000000 Penalty: 5863.127441
	Iteration 56Q: 3 clusters Score -1.898304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -18983040.000000 Penalty: 5863.127441
	Iteration 57Q: 3 clusters Score -1.898304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 135417 members 
Entering Unmasked Estep 
Score: -18983052.000000 Penalty: 5863.127441
	Iteration 58Q: 3 clusters Score -1.898305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 135426 members 
Entering Unmasked Estep 
Score: -18983072.000000 Penalty: 5863.127441
	Iteration 59Q: 3 clusters Score -1.898307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 135429 members 
Entering Unmasked Estep 
Score: -18983074.000000 Penalty: 5863.127441
	Iteration 60F: 3 clusters Score -1.898307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -18983068.000000 Penalty: 5863.127441
	Iteration 61Q: 3 clusters Score -1.898307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -18983070.000000 Penalty: 5863.127441
	Iteration 62Q: 3 clusters Score -1.898307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 135430 members 
Entering Unmasked Estep 
Score: -18983066.000000 Penalty: 5863.127441
	Iteration 63Q: 3 clusters Score -1.898307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -18983080.000000 Penalty: 5863.127441
	Iteration 64Q: 3 clusters Score -1.898308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 135432 members 
Entering Unmasked Estep 
Score: -18983080.000000 Penalty: 5863.127441
	Iteration 65F: 3 clusters Score -1.898308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -181433.031250 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -181433 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 671 members 
Entering Unmasked Estep 
Score: -179193.546875 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -179193.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -179546.421875 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -179546.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -179670.765625 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -179670.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -179769.171875 Penalty: 3580.942627
	Iteration 3F: 3 clusters Score -179769.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179847.093750 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -179847.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -179939.515625 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -179939.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180031.000000 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -180031 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -180140.593750 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -180140.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -180236.718750 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -180236.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -180352.312500 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -180352.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -180474.890625 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -180474.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -180593.750000 Penalty: 3580.942627
	Iteration 11Q: 3 clusters Score -180593.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -180674.078125 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -180674.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -180709.468750 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -180709.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -180729.921875 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -180729.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180747.500000 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -180747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -180762.171875 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -180762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180765.687500 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -180765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180772.359375 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -180772.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -180778.187500 Penalty: 3580.942627
	Iteration 19Q: 3 clusters Score -180778.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -180779.765625 Penalty: 3580.942627
	Iteration 20F: 3 clusters Score -180779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -180783.406250 Penalty: 3580.942627
	Iteration 21Q: 3 clusters Score -180783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -180789.187500 Penalty: 3580.942627
	Iteration 22Q: 3 clusters Score -180789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -180794.687500 Penalty: 3580.942627
	Iteration 23Q: 3 clusters Score -180794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -180799.234375 Penalty: 3580.942627
	Iteration 24Q: 3 clusters Score -180799.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -180801.515625 Penalty: 3580.942627
	Iteration 25Q: 3 clusters Score -180801.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -180806.328125 Penalty: 3580.942627
	Iteration 26Q: 3 clusters Score -180806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180809.453125 Penalty: 3580.942627
	Iteration 27Q: 3 clusters Score -180809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180813.234375 Penalty: 3580.942627
	Iteration 28Q: 3 clusters Score -180813.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -180823.062500 Penalty: 3580.942627
	Iteration 29Q: 3 clusters Score -180823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -180823.609375 Penalty: 3580.942627
	Iteration 30Q: 3 clusters Score -180823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -180824.921875 Penalty: 3580.942627
	Iteration 31Q: 3 clusters Score -180824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180826.375000 Penalty: 3580.942627
	Iteration 32Q: 3 clusters Score -180826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180826.375000 Penalty: 3580.942627
	Iteration 33F: 3 clusters Score -180826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -387765.218750 Penalty: 1968.822998
	Iteration 0F: 2 clusters Score -387765.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384612.937500 Penalty: 3937.645996
	Iteration 0F: 3 clusters Score -384612.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -385242.000000 Penalty: 3937.645996
	Iteration 1F: 3 clusters Score -385242 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -385390.093750 Penalty: 3937.645996
	Iteration 2F: 3 clusters Score -385390.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -385463.500000 Penalty: 3937.645996
	Iteration 3Q: 3 clusters Score -385463.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -385507.937500 Penalty: 3937.645996
	Iteration 4Q: 3 clusters Score -385507.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -385536.218750 Penalty: 3937.645996
	Iteration 5Q: 3 clusters Score -385536.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -385554.687500 Penalty: 3937.645996
	Iteration 6Q: 3 clusters Score -385554.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -385565.312500 Penalty: 3937.645996
	Iteration 7Q: 3 clusters Score -385565.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -385571.750000 Penalty: 3937.645996
	Iteration 8Q: 3 clusters Score -385571.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -385583.406250 Penalty: 3937.645996
	Iteration 9Q: 3 clusters Score -385583.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -385594.312500 Penalty: 3937.645996
	Iteration 10Q: 3 clusters Score -385594.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -385604.906250 Penalty: 3937.645996
	Iteration 11Q: 3 clusters Score -385604.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -385620.218750 Penalty: 3937.645996
	Iteration 12Q: 3 clusters Score -385620.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -385633.906250 Penalty: 3937.645996
	Iteration 13Q: 3 clusters Score -385633.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -385654.468750 Penalty: 3937.645996
	Iteration 14Q: 3 clusters Score -385654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -385667.656250 Penalty: 3937.645996
	Iteration 15Q: 3 clusters Score -385667.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -385683.937500 Penalty: 3937.645996
	Iteration 16Q: 3 clusters Score -385683.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -385695.062500 Penalty: 3937.645996
	Iteration 17Q: 3 clusters Score -385695.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -385707.843750 Penalty: 3937.645996
	Iteration 18Q: 3 clusters Score -385707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -385717.843750 Penalty: 3937.645996
	Iteration 19Q: 3 clusters Score -385717.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -385725.031250 Penalty: 3937.645996
	Iteration 20F: 3 clusters Score -385725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -385732.562500 Penalty: 3937.645996
	Iteration 21Q: 3 clusters Score -385732.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -385738.218750 Penalty: 3937.645996
	Iteration 22Q: 3 clusters Score -385738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -385742.468750 Penalty: 3937.645996
	Iteration 23Q: 3 clusters Score -385742.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -385749.968750 Penalty: 3937.645996
	Iteration 24Q: 3 clusters Score -385750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -385758.875000 Penalty: 3937.645996
	Iteration 25Q: 3 clusters Score -385758.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -385768.406250 Penalty: 3937.645996
	Iteration 26Q: 3 clusters Score -385768.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -385775.562500 Penalty: 3937.645996
	Iteration 27Q: 3 clusters Score -385775.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -385784.843750 Penalty: 3937.645996
	Iteration 28Q: 3 clusters Score -385784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -385787.218750 Penalty: 3937.645996
	Iteration 29Q: 3 clusters Score -385787.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -385790.125000 Penalty: 3937.645996
	Iteration 30Q: 3 clusters Score -385790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -385796.875000 Penalty: 3937.645996
	Iteration 31Q: 3 clusters Score -385796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -385802.781250 Penalty: 3937.645996
	Iteration 32Q: 3 clusters Score -385802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -385806.937500 Penalty: 3937.645996
	Iteration 33Q: 3 clusters Score -385806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -385812.250000 Penalty: 3937.645996
	Iteration 34Q: 3 clusters Score -385812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -385817.343750 Penalty: 3937.645996
	Iteration 35Q: 3 clusters Score -385817.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -385820.687500 Penalty: 3937.645996
	Iteration 36Q: 3 clusters Score -385820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -385824.531250 Penalty: 3937.645996
	Iteration 37Q: 3 clusters Score -385824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -385826.937500 Penalty: 3937.645996
	Iteration 38Q: 3 clusters Score -385826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -385829.031250 Penalty: 3937.645996
	Iteration 39Q: 3 clusters Score -385829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -385830.437500 Penalty: 3937.645996
	Iteration 40F: 3 clusters Score -385830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -385831.281250 Penalty: 3937.645996
	Iteration 41Q: 3 clusters Score -385831.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -385831.937500 Penalty: 3937.645996
	Iteration 42Q: 3 clusters Score -385831.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -385833.000000 Penalty: 3937.645996
	Iteration 43Q: 3 clusters Score -385833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -385833.718750 Penalty: 3937.645996
	Iteration 44Q: 3 clusters Score -385833.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -385833.718750 Penalty: 3937.645996
	Iteration 45F: 3 clusters Score -385833.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -119851.906250 Penalty: 1705.824951
	Iteration 0F: 2 clusters Score -119851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117917.101562 Penalty: 3411.649902
	Iteration 0F: 3 clusters Score -117917.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118280.578125 Penalty: 3411.649902
	Iteration 1F: 3 clusters Score -118280.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118515.078125 Penalty: 3411.649902
	Iteration 2F: 3 clusters Score -118515.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118633.304688 Penalty: 3411.649902
	Iteration 3F: 3 clusters Score -118633.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118676.617188 Penalty: 3411.649902
	Iteration 4Q: 3 clusters Score -118676.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118696.093750 Penalty: 3411.649902
	Iteration 5Q: 3 clusters Score -118696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118723.085938 Penalty: 3411.649902
	Iteration 6Q: 3 clusters Score -118723.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118755.054688 Penalty: 3411.649902
	Iteration 7Q: 3 clusters Score -118755.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118805.468750 Penalty: 3411.649902
	Iteration 8Q: 3 clusters Score -118805.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118873.710938 Penalty: 3411.649902
	Iteration 9Q: 3 clusters Score -118873.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118975.640625 Penalty: 3411.649902
	Iteration 10Q: 3 clusters Score -118975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119162.078125 Penalty: 3411.649902
	Iteration 11Q: 3 clusters Score -119162.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119335.609375 Penalty: 3411.649902
	Iteration 12Q: 3 clusters Score -119335.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119446.468750 Penalty: 3411.649902
	Iteration 13Q: 3 clusters Score -119446.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119617.882812 Penalty: 3411.649902
	Iteration 14Q: 3 clusters Score -119617.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119780.601562 Penalty: 3411.649902
	Iteration 15Q: 3 clusters Score -119780.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119951.632812 Penalty: 3411.649902
	Iteration 16Q: 3 clusters Score -119951.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120078.945312 Penalty: 3411.649902
	Iteration 17Q: 3 clusters Score -120078.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120336.796875 Penalty: 3411.649902
	Iteration 18Q: 3 clusters Score -120336.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120939.945312 Penalty: 3411.649902
	Iteration 19Q: 3 clusters Score -120939.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121078.531250 Penalty: 3411.649902
	Iteration 20F: 3 clusters Score -121078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121153.625000 Penalty: 3411.649902
	Iteration 21Q: 3 clusters Score -121153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121182.968750 Penalty: 3411.649902
	Iteration 22Q: 3 clusters Score -121183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121191.960938 Penalty: 3411.649902
	Iteration 23Q: 3 clusters Score -121192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121196.257812 Penalty: 3411.649902
	Iteration 24Q: 3 clusters Score -121196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121196.257812 Penalty: 3411.649902
	Iteration 25F: 3 clusters Score -121196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 84155 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30608 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 25425 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 13 contains 126237 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 15 contains 136056 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
Score: -84939816.000000 Penalty: 66121.062500
Splitting cluster 18 changes total score from -84939752.000000 to -84939816.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -251202.312500 Penalty: 1860.542236
	Iteration 0F: 2 clusters Score -251202.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -248683.890625 Penalty: 3721.084473
	Iteration 0F: 3 clusters Score -248683.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -249096.562500 Penalty: 3721.084473
	Iteration 1F: 3 clusters Score -249096.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -249212.312500 Penalty: 3721.084473
	Iteration 2F: 3 clusters Score -249212.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -249272.578125 Penalty: 3721.084473
	Iteration 3Q: 3 clusters Score -249272.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -249309.250000 Penalty: 3721.084473
	Iteration 4Q: 3 clusters Score -249309.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -249328.125000 Penalty: 3721.084473
	Iteration 5Q: 3 clusters Score -249328.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -249336.890625 Penalty: 3721.084473
	Iteration 6Q: 3 clusters Score -249336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -249341.015625 Penalty: 3721.084473
	Iteration 7Q: 3 clusters Score -249341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -249345.359375 Penalty: 3721.084473
	Iteration 8Q: 3 clusters Score -249345.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -249350.015625 Penalty: 3721.084473
	Iteration 9Q: 3 clusters Score -249350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -249352.640625 Penalty: 3721.084473
	Iteration 10Q: 3 clusters Score -249352.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -249355.390625 Penalty: 3721.084473
	Iteration 11Q: 3 clusters Score -249355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -249357.640625 Penalty: 3721.084473
	Iteration 12Q: 3 clusters Score -249357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -249360.453125 Penalty: 3721.084473
	Iteration 13Q: 3 clusters Score -249360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -249365.296875 Penalty: 3721.084473
	Iteration 14Q: 3 clusters Score -249365.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -249368.937500 Penalty: 3721.084473
	Iteration 15Q: 3 clusters Score -249368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -249373.359375 Penalty: 3721.084473
	Iteration 16Q: 3 clusters Score -249373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -249377.531250 Penalty: 3721.084473
	Iteration 17Q: 3 clusters Score -249377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -249380.625000 Penalty: 3721.084473
	Iteration 18Q: 3 clusters Score -249380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -249383.187500 Penalty: 3721.084473
	Iteration 19Q: 3 clusters Score -249383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -249386.312500 Penalty: 3721.084473
	Iteration 20F: 3 clusters Score -249386.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -249387.968750 Penalty: 3721.084473
	Iteration 21Q: 3 clusters Score -249388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -249390.218750 Penalty: 3721.084473
	Iteration 22Q: 3 clusters Score -249390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -249393.296875 Penalty: 3721.084473
	Iteration 23Q: 3 clusters Score -249393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -249397.859375 Penalty: 3721.084473
	Iteration 24Q: 3 clusters Score -249397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -249402.343750 Penalty: 3721.084473
	Iteration 25Q: 3 clusters Score -249402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249405.078125 Penalty: 3721.084473
	Iteration 26Q: 3 clusters Score -249405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -249406.031250 Penalty: 3721.084473
	Iteration 27Q: 3 clusters Score -249406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -249407.968750 Penalty: 3721.084473
	Iteration 28Q: 3 clusters Score -249408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -249410.406250 Penalty: 3721.084473
	Iteration 29Q: 3 clusters Score -249410.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -249410.406250 Penalty: 3721.084473
	Iteration 30F: 3 clusters Score -249410.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -38211.980469 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -38211.98 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 165 members 
Entering Unmasked Estep 
Score: -36927.902344 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36927.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37135.492188 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -37135.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37293.214844 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -37293.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37308.250000 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -37308.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37317.562500 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -37317.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37325.320312 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -37325.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37333.183594 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -37333.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37333.183594 Penalty: 2879.346924
	Iteration 7F: 3 clusters Score -37333.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144722 members 
Mstep: Class 2 contains 84155 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30608 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 25425 members 
Mstep: Class 8 contains 251 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 13 contains 126237 members 
Mstep: Class 15 contains 136056 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2804 members 
Mstep: Class 18 contains 408 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939992.000000 Penalty: 66121.062500
Iteration 79Q: 21 clusters Score -8.493999e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 83759 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30671 members 
Mstep: Class 5 contains 21179 members 
Mstep: Class 6 contains 7863 members 
Mstep: Class 7 contains 25427 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14333 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 14043 members 
Mstep: Class 13 contains 124991 members 
Mstep: Class 14 contains 563 members 
Mstep: Class 15 contains 138390 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2799 members 
Mstep: Class 18 contains 407 members 
Mstep: Class 19 contains 1812 members 
Mstep: Class 20 contains 332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84940440.000000 Penalty: 66121.062500
Iteration 80F: 21 clusters Score -8.494044e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144262 members 
Mstep: Class 2 contains 83367 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30720 members 
Mstep: Class 5 contains 21076 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 25448 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14416 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 13937 members 
Mstep: Class 13 contains 123713 members 
Mstep: Class 14 contains 583 members 
Mstep: Class 15 contains 140681 members 
Mstep: Class 16 contains 1367 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 406 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84941240.000000 Penalty: 66121.062500
Iteration 81Q: 21 clusters Score -8.494124e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143998 members 
Mstep: Class 2 contains 82908 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30777 members 
Mstep: Class 5 contains 20966 members 
Mstep: Class 6 contains 7241 members 
Mstep: Class 7 contains 25488 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14480 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1873 members 
Mstep: Class 12 contains 13805 members 
Mstep: Class 13 contains 122537 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 142967 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 20 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84941712.000000 Penalty: 66121.062500
Iteration 82Q: 21 clusters Score -8.494171e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143725 members 
Mstep: Class 2 contains 82511 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30846 members 
Mstep: Class 5 contains 20845 members 
Mstep: Class 6 contains 6969 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 252 members 
Mstep: Class 9 contains 14549 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1872 members 
Mstep: Class 12 contains 13681 members 
Mstep: Class 13 contains 121317 members 
Mstep: Class 14 contains 606 members 
Mstep: Class 15 contains 145181 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942000.000000 Penalty: 66121.062500
Iteration 83Q: 21 clusters Score -8.4942e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143411 members 
Mstep: Class 2 contains 82146 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 30926 members 
Mstep: Class 5 contains 20735 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 25612 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 14603 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1873 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 120149 members 
Mstep: Class 14 contains 609 members 
Mstep: Class 15 contains 147285 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1808 members 
Mstep: Class 20 contains 286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942416.000000 Penalty: 66121.062500
Iteration 84Q: 21 clusters Score -8.494242e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143203 members 
Mstep: Class 2 contains 81778 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31005 members 
Mstep: Class 5 contains 20604 members 
Mstep: Class 6 contains 6515 members 
Mstep: Class 7 contains 25667 members 
Mstep: Class 8 contains 250 members 
Mstep: Class 9 contains 14653 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1875 members 
Mstep: Class 12 contains 13468 members 
Mstep: Class 13 contains 118971 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 149317 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942472.000000 Penalty: 66121.062500
Iteration 85Q: 21 clusters Score -8.494247e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 81442 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31070 members 
Mstep: Class 5 contains 20487 members 
Mstep: Class 6 contains 6301 members 
Mstep: Class 7 contains 25738 members 
Mstep: Class 8 contains 248 members 
Mstep: Class 9 contains 14690 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1876 members 
Mstep: Class 12 contains 13384 members 
Mstep: Class 13 contains 117748 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 151360 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942512.000000 Penalty: 66121.062500
Iteration 86Q: 21 clusters Score -8.494251e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142768 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31150 members 
Mstep: Class 5 contains 20360 members 
Mstep: Class 6 contains 6129 members 
Mstep: Class 7 contains 25803 members 
Mstep: Class 8 contains 247 members 
Mstep: Class 9 contains 14737 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 12 contains 13299 members 
Mstep: Class 13 contains 116549 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 153343 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1809 members 
Mstep: Class 20 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942432.000000 Penalty: 66121.062500
Iteration 87Q: 21 clusters Score -8.494243e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142636 members 
Mstep: Class 2 contains 80709 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31232 members 
Mstep: Class 5 contains 20261 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 25874 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 14775 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 13201 members 
Mstep: Class 13 contains 115305 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 155248 members 
Mstep: Class 16 contains 1366 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 21 clusters Score -8.49427e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 80365 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31319 members 
Mstep: Class 5 contains 20155 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 25959 members 
Mstep: Class 8 contains 246 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1880 members 
Mstep: Class 12 contains 13102 members 
Mstep: Class 13 contains 114089 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 156980 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1815 members 
Mstep: Class 20 contains 281 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -8.494273e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 80070 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 5 contains 20081 members 
Mstep: Class 6 contains 5627 members 
Mstep: Class 7 contains 26051 members 
Mstep: Class 8 contains 245 members 
Mstep: Class 9 contains 14845 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1881 members 
Mstep: Class 12 contains 13004 members 
Mstep: Class 13 contains 112898 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 158572 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 20 contains 281 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -8.494274e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142708 members 
Mstep: Class 2 contains 79757 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31474 members 
Mstep: Class 5 contains 19993 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 26149 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 14879 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 12922 members 
Mstep: Class 13 contains 111707 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 160148 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -8.494235e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142840 members 
Mstep: Class 2 contains 79458 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31552 members 
Mstep: Class 5 contains 19913 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 26246 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 14925 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 12851 members 
Mstep: Class 13 contains 110574 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 161555 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -8.494217e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143014 members 
Mstep: Class 2 contains 79162 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31618 members 
Mstep: Class 5 contains 19826 members 
Mstep: Class 6 contains 5134 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 14980 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 12808 members 
Mstep: Class 13 contains 109548 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 162796 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -8.494196e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 78882 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31688 members 
Mstep: Class 5 contains 19750 members 
Mstep: Class 6 contains 4999 members 
Mstep: Class 7 contains 26384 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 15036 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1886 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 108593 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 163831 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1820 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -8.494177e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143511 members 
Mstep: Class 2 contains 78598 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31763 members 
Mstep: Class 5 contains 19678 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 26457 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 15090 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 12752 members 
Mstep: Class 13 contains 107768 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 164730 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1824 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -8.49417e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143752 members 
Mstep: Class 2 contains 78356 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31822 members 
Mstep: Class 5 contains 19619 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 26551 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 15150 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1885 members 
Mstep: Class 12 contains 12753 members 
Mstep: Class 13 contains 106940 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 165518 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2725 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1828 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -8.49411e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144037 members 
Mstep: Class 2 contains 78132 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31860 members 
Mstep: Class 5 contains 19601 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 26634 members 
Mstep: Class 8 contains 243 members 
Mstep: Class 9 contains 15218 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1886 members 
Mstep: Class 12 contains 12746 members 
Mstep: Class 13 contains 106168 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 166173 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 2720 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1832 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -8.494098e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 77908 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31906 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 26694 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 15275 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1888 members 
Mstep: Class 12 contains 12756 members 
Mstep: Class 13 contains 105445 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 166757 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2718 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -8.494062e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144761 members 
Mstep: Class 2 contains 77675 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31949 members 
Mstep: Class 5 contains 19556 members 
Mstep: Class 6 contains 4461 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 15330 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 12775 members 
Mstep: Class 13 contains 104786 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 167181 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -8.494008e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145188 members 
Mstep: Class 2 contains 77495 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 19545 members 
Mstep: Class 6 contains 4369 members 
Mstep: Class 7 contains 26750 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 15379 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 12787 members 
Mstep: Class 13 contains 104214 members 
Mstep: Class 14 contains 615 members 
Mstep: Class 15 contains 167512 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2717 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 280 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -8.493969e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 77327 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31975 members 
Mstep: Class 5 contains 19547 members 
Mstep: Class 6 contains 4309 members 
Mstep: Class 7 contains 26771 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 15435 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 12809 members 
Mstep: Class 13 contains 103708 members 
Mstep: Class 14 contains 622 members 
Mstep: Class 15 contains 167799 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2716 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 273 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -8.49395e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145883 members 
Mstep: Class 2 contains 77206 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31981 members 
Mstep: Class 5 contains 19566 members 
Mstep: Class 6 contains 4283 members 
Mstep: Class 7 contains 26800 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 15477 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1891 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 13 contains 103273 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 167915 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2712 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -8.49395e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146222 members 
Mstep: Class 2 contains 77101 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31971 members 
Mstep: Class 5 contains 19577 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 26835 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15518 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1893 members 
Mstep: Class 12 contains 12850 members 
Mstep: Class 13 contains 102864 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167997 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2711 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -8.493925e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146607 members 
Mstep: Class 2 contains 77006 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31972 members 
Mstep: Class 5 contains 19597 members 
Mstep: Class 6 contains 4275 members 
Mstep: Class 7 contains 26860 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15539 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 12876 members 
Mstep: Class 13 contains 102479 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 168004 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -8.493894e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147017 members 
Mstep: Class 2 contains 76891 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31951 members 
Mstep: Class 5 contains 19621 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 26863 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 12901 members 
Mstep: Class 13 contains 102163 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167970 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -8.493846e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147293 members 
Mstep: Class 2 contains 76820 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31925 members 
Mstep: Class 5 contains 19652 members 
Mstep: Class 6 contains 4255 members 
Mstep: Class 7 contains 26843 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 12929 members 
Mstep: Class 13 contains 101903 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 168011 members 
Mstep: Class 16 contains 1364 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -8.493816e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147535 members 
Mstep: Class 2 contains 76740 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31893 members 
Mstep: Class 5 contains 19681 members 
Mstep: Class 6 contains 4258 members 
Mstep: Class 7 contains 26830 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 12961 members 
Mstep: Class 13 contains 101688 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 168033 members 
Mstep: Class 16 contains 1363 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 107Q: 21 clusters Score -8.493786e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147719 members 
Mstep: Class 2 contains 76698 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31865 members 
Mstep: Class 5 contains 19702 members 
Mstep: Class 6 contains 4261 members 
Mstep: Class 7 contains 26818 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15608 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 12975 members 
Mstep: Class 13 contains 101521 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 168050 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 108Q: 21 clusters Score -8.493754e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 76629 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31845 members 
Mstep: Class 5 contains 19727 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 26816 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 12999 members 
Mstep: Class 13 contains 101384 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 168031 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -8.49373e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147991 members 
Mstep: Class 2 contains 76600 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31819 members 
Mstep: Class 5 contains 19752 members 
Mstep: Class 6 contains 4311 members 
Mstep: Class 7 contains 26833 members 
Mstep: Class 8 contains 236 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13033 members 
Mstep: Class 13 contains 101272 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167977 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -8.493741e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 76561 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31777 members 
Mstep: Class 5 contains 19777 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 26852 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15638 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13053 members 
Mstep: Class 13 contains 101175 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167932 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -8.493727e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148227 members 
Mstep: Class 2 contains 76515 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31752 members 
Mstep: Class 5 contains 19795 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 26869 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15633 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13069 members 
Mstep: Class 13 contains 101120 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167886 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1840 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -8.493722e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148326 members 
Mstep: Class 2 contains 76474 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 19812 members 
Mstep: Class 6 contains 4391 members 
Mstep: Class 7 contains 26895 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15627 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13091 members 
Mstep: Class 13 contains 101071 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167813 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -8.493714e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 76454 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31735 members 
Mstep: Class 5 contains 19824 members 
Mstep: Class 6 contains 4421 members 
Mstep: Class 7 contains 26921 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13120 members 
Mstep: Class 13 contains 101034 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167717 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 114Q: 21 clusters Score -8.493716e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148443 members 
Mstep: Class 2 contains 76451 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31727 members 
Mstep: Class 5 contains 19840 members 
Mstep: Class 6 contains 4450 members 
Mstep: Class 7 contains 26948 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 101008 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167603 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
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Iteration 115Q: 21 clusters Score -8.493711e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148504 members 
Mstep: Class 2 contains 76430 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31701 members 
Mstep: Class 5 contains 19856 members 
Mstep: Class 6 contains 4498 members 
Mstep: Class 7 contains 26962 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15622 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13167 members 
Mstep: Class 13 contains 101000 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167510 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1839 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937056.000000 Penalty: 66121.062500
Iteration 116Q: 21 clusters Score -8.493706e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148538 members 
Mstep: Class 2 contains 76416 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31670 members 
Mstep: Class 5 contains 19860 members 
Mstep: Class 6 contains 4538 members 
Mstep: Class 7 contains 26988 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13200 members 
Mstep: Class 13 contains 100972 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167436 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937064.000000 Penalty: 66121.062500
Iteration 117Q: 21 clusters Score -8.493706e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148543 members 
Mstep: Class 2 contains 76415 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31646 members 
Mstep: Class 5 contains 19878 members 
Mstep: Class 6 contains 4558 members 
Mstep: Class 7 contains 27017 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15625 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 13226 members 
Mstep: Class 13 contains 100988 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167349 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 2679 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937104.000000 Penalty: 66121.062500
Iteration 118Q: 21 clusters Score -8.49371e+07 nChanged 690
Entering ConstructFrom: 
Score: -84937104.000000 Penalty: 66121.062500
Entering ConstructFrom: 
Trying to split cluster 1 (148578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148578 members 
Entering Unmasked Estep 
Score: -20754606.000000 Penalty: 2953.398438
	Iteration 0F: 2 clusters Score -2.075461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -20656608.000000 Penalty: 5906.796875
	Iteration 0F: 3 clusters Score -2.065661e+07 nChanged 71091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -20697662.000000 Penalty: 5906.796875
	Iteration 1F: 3 clusters Score -2.069766e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75581 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -20698402.000000 Penalty: 5906.796875
	Iteration 2Q: 3 clusters Score -2.06984e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -20699290.000000 Penalty: 5906.796875
	Iteration 3Q: 3 clusters Score -2.069929e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77616 members 
Mstep: Class 2 contains 70962 members 
Entering Unmasked Estep 
Score: -20699844.000000 Penalty: 5906.796875
	Iteration 4Q: 3 clusters Score -2.069984e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 69138 members 
Entering Unmasked Estep 
Score: -20700662.000000 Penalty: 5906.796875
	Iteration 5Q: 3 clusters Score -2.070066e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -20701754.000000 Penalty: 5906.796875
	Iteration 6Q: 3 clusters Score -2.070175e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -20703466.000000 Penalty: 5906.796875
	Iteration 7Q: 3 clusters Score -2.070347e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 55888 members 
Entering Unmasked Estep 
Score: -20706674.000000 Penalty: 5906.796875
	Iteration 8Q: 3 clusters Score -2.070667e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -20712172.000000 Penalty: 5906.796875
	Iteration 9F: 3 clusters Score -2.071217e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -20720830.000000 Penalty: 5906.796875
	Iteration 10F: 3 clusters Score -2.072083e+07 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124840 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -20731640.000000 Penalty: 5906.796875
	Iteration 11F: 3 clusters Score -2.073164e+07 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135422 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -20741676.000000 Penalty: 5906.796875
	Iteration 12F: 3 clusters Score -2.074168e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142062 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -20747918.000000 Penalty: 5906.796875
	Iteration 13Q: 3 clusters Score -2.074792e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -20750530.000000 Penalty: 5906.796875
	Iteration 14Q: 3 clusters Score -2.075053e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146608 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20751468.000000 Penalty: 5906.796875
	Iteration 15Q: 3 clusters Score -2.075147e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -20751732.000000 Penalty: 5906.796875
	Iteration 16Q: 3 clusters Score -2.075173e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147482 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -20751900.000000 Penalty: 5906.796875
	Iteration 17Q: 3 clusters Score -2.07519e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -20752020.000000 Penalty: 5906.796875
	Iteration 18Q: 3 clusters Score -2.075202e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147756 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -20752084.000000 Penalty: 5906.796875
	Iteration 19Q: 3 clusters Score -2.075208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147822 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -20752142.000000 Penalty: 5906.796875
	Iteration 20F: 3 clusters Score -2.075214e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -20752128.000000 Penalty: 5906.796875
	Iteration 21Q: 3 clusters Score -2.075213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -20752138.000000 Penalty: 5906.796875
	Iteration 22Q: 3 clusters Score -2.075214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -20752132.000000 Penalty: 5906.796875
	Iteration 23Q: 3 clusters Score -2.075213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -20752172.000000 Penalty: 5906.796875
	Iteration 24Q: 3 clusters Score -2.075217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -20752178.000000 Penalty: 5906.796875
	Iteration 25Q: 3 clusters Score -2.075218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147943 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -20752178.000000 Penalty: 5906.796875
	Iteration 26Q: 3 clusters Score -2.075218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20752162.000000 Penalty: 5906.796875
	Iteration 27Q: 3 clusters Score -2.075216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -20752174.000000 Penalty: 5906.796875
	Iteration 28Q: 3 clusters Score -2.075217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20752180.000000 Penalty: 5906.796875
	Iteration 29Q: 3 clusters Score -2.075218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -20752184.000000 Penalty: 5906.796875
	Iteration 30Q: 3 clusters Score -2.075218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20752190.000000 Penalty: 5906.796875
	Iteration 31Q: 3 clusters Score -2.075219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147965 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -20752202.000000 Penalty: 5906.796875
	Iteration 32Q: 3 clusters Score -2.07522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -20752192.000000 Penalty: 5906.796875
	Iteration 33Q: 3 clusters Score -2.075219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -20752200.000000 Penalty: 5906.796875
	Iteration 34Q: 3 clusters Score -2.07522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -20752218.000000 Penalty: 5906.796875
	Iteration 35Q: 3 clusters Score -2.075222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -20752210.000000 Penalty: 5906.796875
	Iteration 36Q: 3 clusters Score -2.075221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147983 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -20752214.000000 Penalty: 5906.796875
	Iteration 37Q: 3 clusters Score -2.075221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147987 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -20752222.000000 Penalty: 5906.796875
	Iteration 38Q: 3 clusters Score -2.075222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147993 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -20752230.000000 Penalty: 5906.796875
	Iteration 39Q: 3 clusters Score -2.075223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20752222.000000 Penalty: 5906.796875
	Iteration 40F: 3 clusters Score -2.075222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20752224.000000 Penalty: 5906.796875
	Iteration 41Q: 3 clusters Score -2.075222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -20752224.000000 Penalty: 5906.796875
	Iteration 42F: 3 clusters Score -2.075222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (76399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76399 members 
Entering Unmasked Estep 
Score: -10762173.000000 Penalty: 2788.443848
	Iteration 0F: 2 clusters Score -1.076217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -10711255.000000 Penalty: 5576.887695
	Iteration 0F: 3 clusters Score -1.071126e+07 nChanged 35689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -10731384.000000 Penalty: 5576.887695
	Iteration 1F: 3 clusters Score -1.073138e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -10732060.000000 Penalty: 5576.887695
	Iteration 2Q: 3 clusters Score -1.073206e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -10732618.000000 Penalty: 5576.887695
	Iteration 3Q: 3 clusters Score -1.073262e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -10733301.000000 Penalty: 5576.887695
	Iteration 4Q: 3 clusters Score -1.07333e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -10733932.000000 Penalty: 5576.887695
	Iteration 5Q: 3 clusters Score -1.073393e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -10734624.000000 Penalty: 5576.887695
	Iteration 6Q: 3 clusters Score -1.073462e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -10735564.000000 Penalty: 5576.887695
	Iteration 7Q: 3 clusters Score -1.073556e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -10736859.000000 Penalty: 5576.887695
	Iteration 8Q: 3 clusters Score -1.073686e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -10738868.000000 Penalty: 5576.887695
	Iteration 9Q: 3 clusters Score -1.073887e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -10741616.000000 Penalty: 5576.887695
	Iteration 10F: 3 clusters Score -1.074162e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -10745309.000000 Penalty: 5576.887695
	Iteration 11F: 3 clusters Score -1.074531e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -10749411.000000 Penalty: 5576.887695
	Iteration 12F: 3 clusters Score -1.074941e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -10752784.000000 Penalty: 5576.887695
	Iteration 13F: 3 clusters Score -1.075278e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -10755263.000000 Penalty: 5576.887695
	Iteration 14Q: 3 clusters Score -1.075526e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72128 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -10756934.000000 Penalty: 5576.887695
	Iteration 15Q: 3 clusters Score -1.075693e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73531 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -10757982.000000 Penalty: 5576.887695
	Iteration 16Q: 3 clusters Score -1.075798e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74475 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -10758697.000000 Penalty: 5576.887695
	Iteration 17Q: 3 clusters Score -1.07587e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10759125.000000 Penalty: 5576.887695
	Iteration 18Q: 3 clusters Score -1.075912e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75436 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10759410.000000 Penalty: 5576.887695
	Iteration 19Q: 3 clusters Score -1.075941e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75637 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10759568.000000 Penalty: 5576.887695
	Iteration 20F: 3 clusters Score -1.075957e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75777 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10759686.000000 Penalty: 5576.887695
	Iteration 21Q: 3 clusters Score -1.075969e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75843 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10759740.000000 Penalty: 5576.887695
	Iteration 22Q: 3 clusters Score -1.075974e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10759782.000000 Penalty: 5576.887695
	Iteration 23Q: 3 clusters Score -1.075978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75930 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10759819.000000 Penalty: 5576.887695
	Iteration 24Q: 3 clusters Score -1.075982e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75964 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10759845.000000 Penalty: 5576.887695
	Iteration 25Q: 3 clusters Score -1.075984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10759875.000000 Penalty: 5576.887695
	Iteration 26Q: 3 clusters Score -1.075988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10759882.000000 Penalty: 5576.887695
	Iteration 27Q: 3 clusters Score -1.075988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76010 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -10759897.000000 Penalty: 5576.887695
	Iteration 28Q: 3 clusters Score -1.07599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76013 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10759899.000000 Penalty: 5576.887695
	Iteration 29Q: 3 clusters Score -1.07599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10759920.000000 Penalty: 5576.887695
	Iteration 30Q: 3 clusters Score -1.075992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10759932.000000 Penalty: 5576.887695
	Iteration 31Q: 3 clusters Score -1.075993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10759938.000000 Penalty: 5576.887695
	Iteration 32Q: 3 clusters Score -1.075994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10759936.000000 Penalty: 5576.887695
	Iteration 33Q: 3 clusters Score -1.075994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10759953.000000 Penalty: 5576.887695
	Iteration 34Q: 3 clusters Score -1.075995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10759957.000000 Penalty: 5576.887695
	Iteration 35Q: 3 clusters Score -1.075996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76023 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10759946.000000 Penalty: 5576.887695
	Iteration 36Q: 3 clusters Score -1.075995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10759951.000000 Penalty: 5576.887695
	Iteration 37Q: 3 clusters Score -1.075995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10759952.000000 Penalty: 5576.887695
	Iteration 38Q: 3 clusters Score -1.075995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10759952.000000 Penalty: 5576.887695
	Iteration 39F: 3 clusters Score -1.075995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -61321.132812 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -61321.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59808.937500 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -59808.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60031.886719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -60031.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60081.824219 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -60081.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60104.769531 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -60104.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60166.414062 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -60166.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60264.746094 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -60264.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -60387.843750 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -60387.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60471.390625 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -60471.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -60614.824219 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -60614.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60759.304688 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -60759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60829.257812 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -60829.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60911.468750 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -60911.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60950.296875 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -60950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61016.757812 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -61016.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61074.039062 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -61074.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61102.570312 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -61102.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61149.335938 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -61149.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61252.867188 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -61252.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61381.839844 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -61381.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61389.398438 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -61389.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61398.789062 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -61398.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61415.207031 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -61415.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61421.414062 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -61421.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61421.414062 Penalty: 3080.457520
	Iteration 23F: 3 clusters Score -61421.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 76399 members 
Mstep: Class 3 contains 309 members 
Mstep: Class 4 contains 31629 members 
Mstep: Class 5 contains 19893 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 27045 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 101007 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167265 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 189 members 
Entering Unmasked Estep 
Score: -84935424.000000 Penalty: 69427.117188
Splitting cluster 3 changes total score from -84937104.000000 to -84935424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (31629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Entering Unmasked Estep 
Score: -4310512.000000 Penalty: 2569.733887
	Iteration 0F: 2 clusters Score -4310512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4288827.000000 Penalty: 5139.467773
	Iteration 0F: 3 clusters Score -4288827 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4296856.500000 Penalty: 5139.467773
	Iteration 1F: 3 clusters Score -4296856 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4298232.000000 Penalty: 5139.467773
	Iteration 2F: 3 clusters Score -4298232 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -4300019.000000 Penalty: 5139.467773
	Iteration 3F: 3 clusters Score -4300019 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4302155.500000 Penalty: 5139.467773
	Iteration 4F: 3 clusters Score -4302156 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -4304172.000000 Penalty: 5139.467773
	Iteration 5F: 3 clusters Score -4304172 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4305887.000000 Penalty: 5139.467773
	Iteration 6F: 3 clusters Score -4305887 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4307208.500000 Penalty: 5139.467773
	Iteration 7F: 3 clusters Score -4307208 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -4308039.500000 Penalty: 5139.467773
	Iteration 8Q: 3 clusters Score -4308040 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -4308571.500000 Penalty: 5139.467773
	Iteration 9Q: 3 clusters Score -4308572 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -4309027.500000 Penalty: 5139.467773
	Iteration 10Q: 3 clusters Score -4309028 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4309367.000000 Penalty: 5139.467773
	Iteration 11Q: 3 clusters Score -4309367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4309711.000000 Penalty: 5139.467773
	Iteration 12Q: 3 clusters Score -4309711 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4310101.500000 Penalty: 5139.467773
	Iteration 13Q: 3 clusters Score -4310102 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4310338.000000 Penalty: 5139.467773
	Iteration 14Q: 3 clusters Score -4310338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4310399.000000 Penalty: 5139.467773
	Iteration 15Q: 3 clusters Score -4310399 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4310428.500000 Penalty: 5139.467773
	Iteration 16Q: 3 clusters Score -4310428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4310446.000000 Penalty: 5139.467773
	Iteration 17Q: 3 clusters Score -4310446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4310448.500000 Penalty: 5139.467773
	Iteration 18Q: 3 clusters Score -4310448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4310457.000000 Penalty: 5139.467773
	Iteration 19Q: 3 clusters Score -4310457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4310454.500000 Penalty: 5139.467773
	Iteration 20F: 3 clusters Score -4310454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4310457.000000 Penalty: 5139.467773
	Iteration 21Q: 3 clusters Score -4310457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4310463.500000 Penalty: 5139.467773
	Iteration 22Q: 3 clusters Score -4310464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4310460.000000 Penalty: 5139.467773
	Iteration 23Q: 3 clusters Score -4310460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4310466.500000 Penalty: 5139.467773
	Iteration 24Q: 3 clusters Score -4310466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4310464.000000 Penalty: 5139.467773
	Iteration 25Q: 3 clusters Score -4310464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4310467.000000 Penalty: 5139.467773
	Iteration 26Q: 3 clusters Score -4310467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4310465.000000 Penalty: 5139.467773
	Iteration 27Q: 3 clusters Score -4310465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4310470.500000 Penalty: 5139.467773
	Iteration 28Q: 3 clusters Score -4310470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4310471.500000 Penalty: 5139.467773
	Iteration 29Q: 3 clusters Score -4310472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4310474.000000 Penalty: 5139.467773
	Iteration 30Q: 3 clusters Score -4310474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4310474.000000 Penalty: 5139.467773
	Iteration 31F: 3 clusters Score -4310474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Entering Unmasked Estep 
Score: -2822347.000000 Penalty: 2454.734375
	Iteration 0F: 2 clusters Score -2822347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2808200.500000 Penalty: 4909.468750
	Iteration 0F: 3 clusters Score -2808200 nChanged 8862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2812888.250000 Penalty: 4909.468750
	Iteration 1F: 3 clusters Score -2812888 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2813290.000000 Penalty: 4909.468750
	Iteration 2F: 3 clusters Score -2813290 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2813731.750000 Penalty: 4909.468750
	Iteration 3Q: 3 clusters Score -2813732 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2814282.250000 Penalty: 4909.468750
	Iteration 4F: 3 clusters Score -2814282 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2814940.250000 Penalty: 4909.468750
	Iteration 5F: 3 clusters Score -2814940 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2815760.500000 Penalty: 4909.468750
	Iteration 6F: 3 clusters Score -2815760 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2816717.500000 Penalty: 4909.468750
	Iteration 7F: 3 clusters Score -2816718 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2817751.500000 Penalty: 4909.468750
	Iteration 8F: 3 clusters Score -2817752 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2818663.750000 Penalty: 4909.468750
	Iteration 9F: 3 clusters Score -2818664 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2819351.250000 Penalty: 4909.468750
	Iteration 10Q: 3 clusters Score -2819351 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2819735.000000 Penalty: 4909.468750
	Iteration 11Q: 3 clusters Score -2819735 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2819939.500000 Penalty: 4909.468750
	Iteration 12Q: 3 clusters Score -2819940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2820077.000000 Penalty: 4909.468750
	Iteration 13Q: 3 clusters Score -2820077 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2820142.750000 Penalty: 4909.468750
	Iteration 14Q: 3 clusters Score -2820143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2820205.500000 Penalty: 4909.468750
	Iteration 15Q: 3 clusters Score -2820206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2820236.250000 Penalty: 4909.468750
	Iteration 16Q: 3 clusters Score -2820236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2820265.250000 Penalty: 4909.468750
	Iteration 17Q: 3 clusters Score -2820265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2820290.250000 Penalty: 4909.468750
	Iteration 18Q: 3 clusters Score -2820290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2820299.250000 Penalty: 4909.468750
	Iteration 19Q: 3 clusters Score -2820299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2820308.500000 Penalty: 4909.468750
	Iteration 20F: 3 clusters Score -2820308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2820321.750000 Penalty: 4909.468750
	Iteration 21Q: 3 clusters Score -2820322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2820337.000000 Penalty: 4909.468750
	Iteration 22Q: 3 clusters Score -2820337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2820353.000000 Penalty: 4909.468750
	Iteration 23Q: 3 clusters Score -2820353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2820357.000000 Penalty: 4909.468750
	Iteration 24Q: 3 clusters Score -2820357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2820367.250000 Penalty: 4909.468750
	Iteration 25Q: 3 clusters Score -2820367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2820365.500000 Penalty: 4909.468750
	Iteration 26Q: 3 clusters Score -2820366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2820372.000000 Penalty: 4909.468750
	Iteration 27Q: 3 clusters Score -2820372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2820371.750000 Penalty: 4909.468750
	Iteration 28Q: 3 clusters Score -2820372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2820379.000000 Penalty: 4909.468750
	Iteration 29Q: 3 clusters Score -2820379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2820379.000000 Penalty: 4909.468750
	Iteration 30F: 3 clusters Score -2820379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -642341.062500 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -642341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -638102.562500 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -638102.6 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -639080.687500 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -639080.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -639220.062500 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -639220.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -639316.750000 Penalty: 4179.599609
	Iteration 3Q: 3 clusters Score -639316.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -639375.125000 Penalty: 4179.599609
	Iteration 4Q: 3 clusters Score -639375.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -639423.937500 Penalty: 4179.599609
	Iteration 5Q: 3 clusters Score -639423.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -639454.937500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -639454.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -639477.812500 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -639477.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -639501.812500 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -639501.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -639521.937500 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -639521.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -639542.875000 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -639542.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -639560.187500 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -639560.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -639573.875000 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -639573.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -639584.187500 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -639584.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -639591.437500 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -639591.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -639599.625000 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -639599.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -639611.000000 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -639611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -639619.687500 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -639619.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -639627.250000 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -639627.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -639640.812500 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -639640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -639655.625000 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -639655.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -639663.812500 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -639663.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -639671.125000 Penalty: 4179.599609
	Iteration 22Q: 3 clusters Score -639671.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -639678.062500 Penalty: 4179.599609
	Iteration 23Q: 3 clusters Score -639678.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -639682.875000 Penalty: 4179.599609
	Iteration 24Q: 3 clusters Score -639682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -639685.937500 Penalty: 4179.599609
	Iteration 25Q: 3 clusters Score -639685.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -639688.562500 Penalty: 4179.599609
	Iteration 26Q: 3 clusters Score -639688.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -639692.125000 Penalty: 4179.599609
	Iteration 27Q: 3 clusters Score -639692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -639694.687500 Penalty: 4179.599609
	Iteration 28Q: 3 clusters Score -639694.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -639699.125000 Penalty: 4179.599609
	Iteration 29Q: 3 clusters Score -639699.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -639703.187500 Penalty: 4179.599609
	Iteration 30Q: 3 clusters Score -639703.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -639705.812500 Penalty: 4179.599609
	Iteration 31Q: 3 clusters Score -639705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -639710.625000 Penalty: 4179.599609
	Iteration 32Q: 3 clusters Score -639710.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -639713.937500 Penalty: 4179.599609
	Iteration 33Q: 3 clusters Score -639713.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -639721.750000 Penalty: 4179.599609
	Iteration 34Q: 3 clusters Score -639721.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -639722.750000 Penalty: 4179.599609
	Iteration 35Q: 3 clusters Score -639722.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -639725.437500 Penalty: 4179.599609
	Iteration 36Q: 3 clusters Score -639725.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -639729.000000 Penalty: 4179.599609
	Iteration 37Q: 3 clusters Score -639729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -639729.500000 Penalty: 4179.599609
	Iteration 38Q: 3 clusters Score -639729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -639732.000000 Penalty: 4179.599609
	Iteration 39Q: 3 clusters Score -639732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -639732.500000 Penalty: 4179.599609
	Iteration 40F: 3 clusters Score -639732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -639735.375000 Penalty: 4179.599609
	Iteration 41Q: 3 clusters Score -639735.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -639738.625000 Penalty: 4179.599609
	Iteration 42Q: 3 clusters Score -639738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -639744.187500 Penalty: 4179.599609
	Iteration 43Q: 3 clusters Score -639744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -639751.375000 Penalty: 4179.599609
	Iteration 44Q: 3 clusters Score -639751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -639755.062500 Penalty: 4179.599609
	Iteration 45Q: 3 clusters Score -639755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -639756.250000 Penalty: 4179.599609
	Iteration 46Q: 3 clusters Score -639756.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -639760.312500 Penalty: 4179.599609
	Iteration 47Q: 3 clusters Score -639760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -639767.000000 Penalty: 4179.599609
	Iteration 48Q: 3 clusters Score -639767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -639774.125000 Penalty: 4179.599609
	Iteration 49Q: 3 clusters Score -639774.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -639786.062500 Penalty: 4179.599609
	Iteration 50Q: 3 clusters Score -639786.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -639805.187500 Penalty: 4179.599609
	Iteration 51Q: 3 clusters Score -639805.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -639819.187500 Penalty: 4179.599609
	Iteration 52Q: 3 clusters Score -639819.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -639833.812500 Penalty: 4179.599609
	Iteration 53Q: 3 clusters Score -639833.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -639848.812500 Penalty: 4179.599609
	Iteration 54Q: 3 clusters Score -639848.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -639857.750000 Penalty: 4179.599609
	Iteration 55Q: 3 clusters Score -639857.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -639867.875000 Penalty: 4179.599609
	Iteration 56Q: 3 clusters Score -639867.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -639880.250000 Penalty: 4179.599609
	Iteration 57Q: 3 clusters Score -639880.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -639892.750000 Penalty: 4179.599609
	Iteration 58Q: 3 clusters Score -639892.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -639907.250000 Penalty: 4179.599609
	Iteration 59Q: 3 clusters Score -639907.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -639919.562500 Penalty: 4179.599609
	Iteration 60F: 3 clusters Score -639919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -639934.500000 Penalty: 4179.599609
	Iteration 61Q: 3 clusters Score -639934.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -639947.750000 Penalty: 4179.599609
	Iteration 62Q: 3 clusters Score -639947.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -639967.250000 Penalty: 4179.599609
	Iteration 63Q: 3 clusters Score -639967.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -639987.812500 Penalty: 4179.599609
	Iteration 64Q: 3 clusters Score -639987.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -640009.875000 Penalty: 4179.599609
	Iteration 65Q: 3 clusters Score -640009.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -640029.562500 Penalty: 4179.599609
	Iteration 66Q: 3 clusters Score -640029.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -640052.062500 Penalty: 4179.599609
	Iteration 67Q: 3 clusters Score -640052.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -640085.687500 Penalty: 4179.599609
	Iteration 68Q: 3 clusters Score -640085.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -640114.000000 Penalty: 4179.599609
	Iteration 69Q: 3 clusters Score -640114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -640138.375000 Penalty: 4179.599609
	Iteration 70Q: 3 clusters Score -640138.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -640160.875000 Penalty: 4179.599609
	Iteration 71Q: 3 clusters Score -640160.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -640182.437500 Penalty: 4179.599609
	Iteration 72Q: 3 clusters Score -640182.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -640200.437500 Penalty: 4179.599609
	Iteration 73Q: 3 clusters Score -640200.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -640219.312500 Penalty: 4179.599609
	Iteration 74Q: 3 clusters Score -640219.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -640239.937500 Penalty: 4179.599609
	Iteration 75Q: 3 clusters Score -640239.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -640258.062500 Penalty: 4179.599609
	Iteration 76Q: 3 clusters Score -640258.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -640276.625000 Penalty: 4179.599609
	Iteration 77Q: 3 clusters Score -640276.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -640304.250000 Penalty: 4179.599609
	Iteration 78Q: 3 clusters Score -640304.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -640327.312500 Penalty: 4179.599609
	Iteration 79Q: 3 clusters Score -640327.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -640345.937500 Penalty: 4179.599609
	Iteration 80F: 3 clusters Score -640345.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -640361.812500 Penalty: 4179.599609
	Iteration 81Q: 3 clusters Score -640361.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -640379.500000 Penalty: 4179.599609
	Iteration 82Q: 3 clusters Score -640379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -640389.875000 Penalty: 4179.599609
	Iteration 83Q: 3 clusters Score -640389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -640397.625000 Penalty: 4179.599609
	Iteration 84Q: 3 clusters Score -640397.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -640410.875000 Penalty: 4179.599609
	Iteration 85Q: 3 clusters Score -640410.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -640428.125000 Penalty: 4179.599609
	Iteration 86Q: 3 clusters Score -640428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -640438.437500 Penalty: 4179.599609
	Iteration 87Q: 3 clusters Score -640438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -640450.250000 Penalty: 4179.599609
	Iteration 88Q: 3 clusters Score -640450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -640455.875000 Penalty: 4179.599609
	Iteration 89Q: 3 clusters Score -640455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -640460.937500 Penalty: 4179.599609
	Iteration 90Q: 3 clusters Score -640460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -640465.625000 Penalty: 4179.599609
	Iteration 91Q: 3 clusters Score -640465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -640470.000000 Penalty: 4179.599609
	Iteration 92Q: 3 clusters Score -640470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -640474.250000 Penalty: 4179.599609
	Iteration 93Q: 3 clusters Score -640474.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -640474.250000 Penalty: 4179.599609
	Iteration 94F: 3 clusters Score -640474.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Entering Unmasked Estep 
Score: -3842857.250000 Penalty: 2530.903809
	Iteration 0F: 2 clusters Score -3842857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -3824182.000000 Penalty: 5061.807617
	Iteration 0F: 3 clusters Score -3824182 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3830813.000000 Penalty: 5061.807617
	Iteration 1F: 3 clusters Score -3830813 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3831330.500000 Penalty: 5061.807617
	Iteration 2F: 3 clusters Score -3831330 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -3831834.750000 Penalty: 5061.807617
	Iteration 3Q: 3 clusters Score -3831835 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -3832421.000000 Penalty: 5061.807617
	Iteration 4Q: 3 clusters Score -3832421 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -3833202.500000 Penalty: 5061.807617
	Iteration 5F: 3 clusters Score -3833202 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -3834301.250000 Penalty: 5061.807617
	Iteration 6F: 3 clusters Score -3834301 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -3835743.500000 Penalty: 5061.807617
	Iteration 7F: 3 clusters Score -3835744 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3837327.500000 Penalty: 5061.807617
	Iteration 8F: 3 clusters Score -3837328 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3838733.000000 Penalty: 5061.807617
	Iteration 9F: 3 clusters Score -3838733 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3839672.750000 Penalty: 5061.807617
	Iteration 10Q: 3 clusters Score -3839673 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3840132.250000 Penalty: 5061.807617
	Iteration 11Q: 3 clusters Score -3840132 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3840370.500000 Penalty: 5061.807617
	Iteration 12Q: 3 clusters Score -3840370 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3840485.750000 Penalty: 5061.807617
	Iteration 13Q: 3 clusters Score -3840486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3840581.000000 Penalty: 5061.807617
	Iteration 14Q: 3 clusters Score -3840581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3840657.000000 Penalty: 5061.807617
	Iteration 15Q: 3 clusters Score -3840657 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3840696.500000 Penalty: 5061.807617
	Iteration 16Q: 3 clusters Score -3840696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3840719.750000 Penalty: 5061.807617
	Iteration 17Q: 3 clusters Score -3840720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3840736.750000 Penalty: 5061.807617
	Iteration 18Q: 3 clusters Score -3840737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3840751.250000 Penalty: 5061.807617
	Iteration 19Q: 3 clusters Score -3840751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3840762.750000 Penalty: 5061.807617
	Iteration 20F: 3 clusters Score -3840763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3840768.000000 Penalty: 5061.807617
	Iteration 21Q: 3 clusters Score -3840768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3840773.000000 Penalty: 5061.807617
	Iteration 22Q: 3 clusters Score -3840773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3840773.750000 Penalty: 5061.807617
	Iteration 23Q: 3 clusters Score -3840774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3840776.750000 Penalty: 5061.807617
	Iteration 24Q: 3 clusters Score -3840777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3840776.500000 Penalty: 5061.807617
	Iteration 25Q: 3 clusters Score -3840776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3840776.750000 Penalty: 5061.807617
	Iteration 26Q: 3 clusters Score -3840777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3840776.750000 Penalty: 5061.807617
	Iteration 27F: 3 clusters Score -3840777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Entering Unmasked Estep 
Score: -30172.267578 Penalty: 1353.977295
	Iteration 0F: 2 clusters Score -30172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28972.781250 Penalty: 2707.954590
	Iteration 0F: 3 clusters Score -28972.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29032.636719 Penalty: 2707.954590
	Iteration 1F: 3 clusters Score -29032.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -29055.193359 Penalty: 2707.954590
	Iteration 2Q: 3 clusters Score -29055.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29072.062500 Penalty: 2707.954590
	Iteration 3Q: 3 clusters Score -29072.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29072.062500 Penalty: 2707.954590
	Iteration 4F: 3 clusters Score -29072.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Entering Unmasked Estep 
Score: -2214549.250000 Penalty: 2394.748291
	Iteration 0F: 2 clusters Score -2214549 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 7836 members 
Entering Unmasked Estep 
Score: -2203271.500000 Penalty: 4789.496582
	Iteration 0F: 3 clusters Score -2203272 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2206829.000000 Penalty: 4789.496582
	Iteration 1F: 3 clusters Score -2206829 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2207156.750000 Penalty: 4789.496582
	Iteration 2F: 3 clusters Score -2207157 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2207388.000000 Penalty: 4789.496582
	Iteration 3Q: 3 clusters Score -2207388 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2207602.250000 Penalty: 4789.496582
	Iteration 4Q: 3 clusters Score -2207602 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2207827.000000 Penalty: 4789.496582
	Iteration 5Q: 3 clusters Score -2207827 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2208085.750000 Penalty: 4789.496582
	Iteration 6Q: 3 clusters Score -2208086 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2208398.250000 Penalty: 4789.496582
	Iteration 7Q: 3 clusters Score -2208398 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2208738.750000 Penalty: 4789.496582
	Iteration 8Q: 3 clusters Score -2208739 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2209200.250000 Penalty: 4789.496582
	Iteration 9Q: 3 clusters Score -2209200 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2209776.000000 Penalty: 4789.496582
	Iteration 10F: 3 clusters Score -2209776 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -2210390.250000 Penalty: 4789.496582
	Iteration 11F: 3 clusters Score -2210390 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2210986.500000 Penalty: 4789.496582
	Iteration 12Q: 3 clusters Score -2210986 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2211419.250000 Penalty: 4789.496582
	Iteration 13Q: 3 clusters Score -2211419 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2211732.500000 Penalty: 4789.496582
	Iteration 14Q: 3 clusters Score -2211732 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2211931.000000 Penalty: 4789.496582
	Iteration 15Q: 3 clusters Score -2211931 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2212104.500000 Penalty: 4789.496582
	Iteration 16Q: 3 clusters Score -2212104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2212215.750000 Penalty: 4789.496582
	Iteration 17Q: 3 clusters Score -2212216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -2212308.250000 Penalty: 4789.496582
	Iteration 18Q: 3 clusters Score -2212308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2212375.500000 Penalty: 4789.496582
	Iteration 19Q: 3 clusters Score -2212376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2212407.500000 Penalty: 4789.496582
	Iteration 20F: 3 clusters Score -2212408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2212431.000000 Penalty: 4789.496582
	Iteration 21Q: 3 clusters Score -2212431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2212443.000000 Penalty: 4789.496582
	Iteration 22Q: 3 clusters Score -2212443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2212461.750000 Penalty: 4789.496582
	Iteration 23Q: 3 clusters Score -2212462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2212472.000000 Penalty: 4789.496582
	Iteration 24Q: 3 clusters Score -2212472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2212481.500000 Penalty: 4789.496582
	Iteration 25Q: 3 clusters Score -2212482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2212484.000000 Penalty: 4789.496582
	Iteration 26Q: 3 clusters Score -2212484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2212487.750000 Penalty: 4789.496582
	Iteration 27Q: 3 clusters Score -2212488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2212491.250000 Penalty: 4789.496582
	Iteration 28Q: 3 clusters Score -2212491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2212494.750000 Penalty: 4789.496582
	Iteration 29Q: 3 clusters Score -2212495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2212496.500000 Penalty: 4789.496582
	Iteration 30Q: 3 clusters Score -2212496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2212498.000000 Penalty: 4789.496582
	Iteration 31Q: 3 clusters Score -2212498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2212498.250000 Penalty: 4789.496582
	Iteration 32Q: 3 clusters Score -2212498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2212498.750000 Penalty: 4789.496582
	Iteration 33Q: 3 clusters Score -2212499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2212498.750000 Penalty: 4789.496582
	Iteration 34F: 3 clusters Score -2212499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -103325.171875 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -103325.2 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 429 members 
Entering Unmasked Estep 
Score: -101566.218750 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -101566.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102016.648438 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -102016.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102193.406250 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -102193.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102319.031250 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -102319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102410.968750 Penalty: 3343.883545
	Iteration 4Q: 3 clusters Score -102411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -102499.531250 Penalty: 3343.883545
	Iteration 5Q: 3 clusters Score -102499.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -102564.664062 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -102564.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102617.914062 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -102617.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102669.656250 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -102669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102740.226562 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -102740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102802.093750 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -102802.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102846.726562 Penalty: 3343.883545
	Iteration 11Q: 3 clusters Score -102846.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102888.453125 Penalty: 3343.883545
	Iteration 12Q: 3 clusters Score -102888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102904.523438 Penalty: 3343.883545
	Iteration 13Q: 3 clusters Score -102904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -102912.015625 Penalty: 3343.883545
	Iteration 14Q: 3 clusters Score -102912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102916.546875 Penalty: 3343.883545
	Iteration 15Q: 3 clusters Score -102916.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102919.664062 Penalty: 3343.883545
	Iteration 16Q: 3 clusters Score -102919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102925.101562 Penalty: 3343.883545
	Iteration 17Q: 3 clusters Score -102925.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102928.281250 Penalty: 3343.883545
	Iteration 18Q: 3 clusters Score -102928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102930.304688 Penalty: 3343.883545
	Iteration 19Q: 3 clusters Score -102930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102932.421875 Penalty: 3343.883545
	Iteration 20F: 3 clusters Score -102932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102932.828125 Penalty: 3343.883545
	Iteration 21Q: 3 clusters Score -102932.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102932.828125 Penalty: 3343.883545
	Iteration 22F: 3 clusters Score -102932.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -263708.687500 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -263708.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261171.468750 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -261171.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261593.625000 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -261593.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261723.046875 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -261723 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -261783.203125 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -261783.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -261804.656250 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -261804.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261818.812500 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -261818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261832.468750 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -261832.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -261838.890625 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -261838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -261845.562500 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -261845.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -261853.187500 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -261853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -261859.671875 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -261859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261862.968750 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -261863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -261865.265625 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -261865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -261865.500000 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -261865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -261865.500000 Penalty: 3744.344971
	Iteration 14F: 3 clusters Score -261865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Entering Unmasked Estep 
Score: -1877375.375000 Penalty: 2353.823730
	Iteration 0F: 2 clusters Score -1877375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1867667.750000 Penalty: 4707.647461
	Iteration 0F: 3 clusters Score -1867668 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1870623.000000 Penalty: 4707.647461
	Iteration 1F: 3 clusters Score -1870623 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1870979.250000 Penalty: 4707.647461
	Iteration 2F: 3 clusters Score -1870979 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1871265.125000 Penalty: 4707.647461
	Iteration 3F: 3 clusters Score -1871265 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1871519.875000 Penalty: 4707.647461
	Iteration 4Q: 3 clusters Score -1871520 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1871732.000000 Penalty: 4707.647461
	Iteration 5Q: 3 clusters Score -1871732 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1871920.500000 Penalty: 4707.647461
	Iteration 6Q: 3 clusters Score -1871920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1872119.500000 Penalty: 4707.647461
	Iteration 7Q: 3 clusters Score -1872120 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1872370.000000 Penalty: 4707.647461
	Iteration 8Q: 3 clusters Score -1872370 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1872652.500000 Penalty: 4707.647461
	Iteration 9Q: 3 clusters Score -1872652 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1872981.625000 Penalty: 4707.647461
	Iteration 10Q: 3 clusters Score -1872982 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1873352.000000 Penalty: 4707.647461
	Iteration 11Q: 3 clusters Score -1873352 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1873691.250000 Penalty: 4707.647461
	Iteration 12Q: 3 clusters Score -1873691 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1873979.500000 Penalty: 4707.647461
	Iteration 13Q: 3 clusters Score -1873980 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1874223.375000 Penalty: 4707.647461
	Iteration 14Q: 3 clusters Score -1874223 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1874401.500000 Penalty: 4707.647461
	Iteration 15Q: 3 clusters Score -1874402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1874548.500000 Penalty: 4707.647461
	Iteration 16Q: 3 clusters Score -1874548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1874681.875000 Penalty: 4707.647461
	Iteration 17Q: 3 clusters Score -1874682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1874749.125000 Penalty: 4707.647461
	Iteration 18Q: 3 clusters Score -1874749 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1874829.625000 Penalty: 4707.647461
	Iteration 19Q: 3 clusters Score -1874830 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1874894.500000 Penalty: 4707.647461
	Iteration 20F: 3 clusters Score -1874894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1874962.875000 Penalty: 4707.647461
	Iteration 21Q: 3 clusters Score -1874963 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1875012.000000 Penalty: 4707.647461
	Iteration 22Q: 3 clusters Score -1875012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1875050.875000 Penalty: 4707.647461
	Iteration 23Q: 3 clusters Score -1875051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1875084.125000 Penalty: 4707.647461
	Iteration 24Q: 3 clusters Score -1875084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1875114.750000 Penalty: 4707.647461
	Iteration 25Q: 3 clusters Score -1875115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1875134.875000 Penalty: 4707.647461
	Iteration 26Q: 3 clusters Score -1875135 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1875160.250000 Penalty: 4707.647461
	Iteration 27Q: 3 clusters Score -1875160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1875186.500000 Penalty: 4707.647461
	Iteration 28Q: 3 clusters Score -1875186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1875206.375000 Penalty: 4707.647461
	Iteration 29Q: 3 clusters Score -1875206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1875224.375000 Penalty: 4707.647461
	Iteration 30Q: 3 clusters Score -1875224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1875234.000000 Penalty: 4707.647461
	Iteration 31Q: 3 clusters Score -1875234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1875238.750000 Penalty: 4707.647461
	Iteration 32Q: 3 clusters Score -1875239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1875254.000000 Penalty: 4707.647461
	Iteration 33Q: 3 clusters Score -1875254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1875280.875000 Penalty: 4707.647461
	Iteration 34Q: 3 clusters Score -1875281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1875286.875000 Penalty: 4707.647461
	Iteration 35Q: 3 clusters Score -1875287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1875294.250000 Penalty: 4707.647461
	Iteration 36Q: 3 clusters Score -1875294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1875302.375000 Penalty: 4707.647461
	Iteration 37Q: 3 clusters Score -1875302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1875310.000000 Penalty: 4707.647461
	Iteration 38Q: 3 clusters Score -1875310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1875319.125000 Penalty: 4707.647461
	Iteration 39Q: 3 clusters Score -1875319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1875328.125000 Penalty: 4707.647461
	Iteration 40F: 3 clusters Score -1875328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1875330.625000 Penalty: 4707.647461
	Iteration 41Q: 3 clusters Score -1875331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1875338.000000 Penalty: 4707.647461
	Iteration 42Q: 3 clusters Score -1875338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1875345.750000 Penalty: 4707.647461
	Iteration 43Q: 3 clusters Score -1875346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1875351.000000 Penalty: 4707.647461
	Iteration 44Q: 3 clusters Score -1875351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1875354.375000 Penalty: 4707.647461
	Iteration 45Q: 3 clusters Score -1875354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1875358.500000 Penalty: 4707.647461
	Iteration 46Q: 3 clusters Score -1875358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1875359.125000 Penalty: 4707.647461
	Iteration 47Q: 3 clusters Score -1875359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1875359.875000 Penalty: 4707.647461
	Iteration 48Q: 3 clusters Score -1875360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1875361.500000 Penalty: 4707.647461
	Iteration 49Q: 3 clusters Score -1875362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1875363.125000 Penalty: 4707.647461
	Iteration 50Q: 3 clusters Score -1875363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1875363.125000 Penalty: 4707.647461
	Iteration 51F: 3 clusters Score -1875363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101007 members 
Entering Unmasked Estep 
Score: -14196651.000000 Penalty: 2857.690430
	Iteration 0F: 2 clusters Score -1.419665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -14130125.000000 Penalty: 5715.380859
	Iteration 0F: 3 clusters Score -1.413012e+07 nChanged 47764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -14157495.000000 Penalty: 5715.380859
	Iteration 1F: 3 clusters Score -1.41575e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -14158201.000000 Penalty: 5715.380859
	Iteration 2Q: 3 clusters Score -1.41582e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -14159042.000000 Penalty: 5715.380859
	Iteration 3Q: 3 clusters Score -1.415904e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -14159906.000000 Penalty: 5715.380859
	Iteration 4Q: 3 clusters Score -1.415991e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -14161302.000000 Penalty: 5715.380859
	Iteration 5Q: 3 clusters Score -1.41613e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -14163423.000000 Penalty: 5715.380859
	Iteration 6Q: 3 clusters Score -1.416342e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -14166997.000000 Penalty: 5715.380859
	Iteration 7F: 3 clusters Score -1.4167e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -14172491.000000 Penalty: 5715.380859
	Iteration 8F: 3 clusters Score -1.417249e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -14179328.000000 Penalty: 5715.380859
	Iteration 9F: 3 clusters Score -1.417933e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -14185970.000000 Penalty: 5715.380859
	Iteration 10F: 3 clusters Score -1.418597e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 95997 members 
Entering Unmasked Estep 
Score: -14190299.000000 Penalty: 5715.380859
	Iteration 11Q: 3 clusters Score -1.41903e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 98568 members 
Entering Unmasked Estep 
Score: -14192363.000000 Penalty: 5715.380859
	Iteration 12Q: 3 clusters Score -1.419236e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 99713 members 
Entering Unmasked Estep 
Score: -14193312.000000 Penalty: 5715.380859
	Iteration 13Q: 3 clusters Score -1.419331e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 100213 members 
Entering Unmasked Estep 
Score: -14193743.000000 Penalty: 5715.380859
	Iteration 14Q: 3 clusters Score -1.419374e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 100410 members 
Entering Unmasked Estep 
Score: -14193935.000000 Penalty: 5715.380859
	Iteration 15Q: 3 clusters Score -1.419394e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -14194010.000000 Penalty: 5715.380859
	Iteration 16Q: 3 clusters Score -1.419401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 100543 members 
Entering Unmasked Estep 
Score: -14194073.000000 Penalty: 5715.380859
	Iteration 17Q: 3 clusters Score -1.419407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -14194126.000000 Penalty: 5715.380859
	Iteration 18Q: 3 clusters Score -1.419413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 100579 members 
Entering Unmasked Estep 
Score: -14194135.000000 Penalty: 5715.380859
	Iteration 19Q: 3 clusters Score -1.419414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 100597 members 
Entering Unmasked Estep 
Score: -14194173.000000 Penalty: 5715.380859
	Iteration 20F: 3 clusters Score -1.419417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -14194184.000000 Penalty: 5715.380859
	Iteration 21Q: 3 clusters Score -1.419418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -14194201.000000 Penalty: 5715.380859
	Iteration 22Q: 3 clusters Score -1.41942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -14194196.000000 Penalty: 5715.380859
	Iteration 23Q: 3 clusters Score -1.41942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -14194196.000000 Penalty: 5715.380859
	Iteration 24F: 3 clusters Score -1.41942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -79164.664062 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -79164.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -77500.789062 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -77500.79 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -77692.023438 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -77692.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -77748.359375 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -77748.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -77777.765625 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -77777.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77801.968750 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -77801.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77837.328125 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -77837.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77897.367188 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -77897.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77991.218750 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -77991.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78049.500000 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -78049.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78096.171875 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -78096.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78154.343750 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -78154.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78212.726562 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -78212.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78249.054688 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -78249.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78280.554688 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -78280.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78306.195312 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -78306.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78326.937500 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -78326.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78348.484375 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -78348.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78363.140625 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -78363.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78374.218750 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -78374.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78382.937500 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -78382.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78391.843750 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -78391.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78394.187500 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -78394.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -78395.593750 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -78395.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -78397.343750 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -78397.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78405.585938 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -78405.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78407.976562 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -78407.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78411.601562 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -78411.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78420.968750 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -78420.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78430.882812 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -78430.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -78436.132812 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -78436.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78443.101562 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -78443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78450.507812 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -78450.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -78457.492188 Penalty: 3198.649170
	Iteration 32Q: 3 clusters Score -78457.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78477.093750 Penalty: 3198.649170
	Iteration 33Q: 3 clusters Score -78477.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78486.703125 Penalty: 3198.649170
	Iteration 34Q: 3 clusters Score -78486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78489.695312 Penalty: 3198.649170
	Iteration 35Q: 3 clusters Score -78489.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78501.703125 Penalty: 3198.649170
	Iteration 36Q: 3 clusters Score -78501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78512.648438 Penalty: 3198.649170
	Iteration 37Q: 3 clusters Score -78512.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78513.953125 Penalty: 3198.649170
	Iteration 38Q: 3 clusters Score -78513.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78513.953125 Penalty: 3198.649170
	Iteration 39F: 3 clusters Score -78513.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (167265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167265 members 
Entering Unmasked Estep 
Score: -23318156.000000 Penalty: 2982.778809
	Iteration 0F: 2 clusters Score -2.331816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83761 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -23210228.000000 Penalty: 5965.557617
	Iteration 0F: 3 clusters Score -2.321023e+07 nChanged 79861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84550 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -23257530.000000 Penalty: 5965.557617
	Iteration 1F: 3 clusters Score -2.325753e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85134 members 
Mstep: Class 2 contains 82131 members 
Entering Unmasked Estep 
Score: -23258646.000000 Penalty: 5965.557617
	Iteration 2Q: 3 clusters Score -2.325865e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 81358 members 
Entering Unmasked Estep 
Score: -23260818.000000 Penalty: 5965.557617
	Iteration 3Q: 3 clusters Score -2.326082e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 80474 members 
Entering Unmasked Estep 
Score: -23264060.000000 Penalty: 5965.557617
	Iteration 4Q: 3 clusters Score -2.326406e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -23268252.000000 Penalty: 5965.557617
	Iteration 5Q: 3 clusters Score -2.326825e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -23273700.000000 Penalty: 5965.557617
	Iteration 6F: 3 clusters Score -2.32737e+07 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -23279930.000000 Penalty: 5965.557617
	Iteration 7F: 3 clusters Score -2.327993e+07 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -23286450.000000 Penalty: 5965.557617
	Iteration 8F: 3 clusters Score -2.328645e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85212 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -23292446.000000 Penalty: 5965.557617
	Iteration 9F: 3 clusters Score -2.329245e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83304 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -23296696.000000 Penalty: 5965.557617
	Iteration 10Q: 3 clusters Score -2.32967e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 85915 members 
Entering Unmasked Estep 
Score: -23299156.000000 Penalty: 5965.557617
	Iteration 11Q: 3 clusters Score -2.329916e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 87969 members 
Entering Unmasked Estep 
Score: -23300684.000000 Penalty: 5965.557617
	Iteration 12Q: 3 clusters Score -2.330068e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -23302022.000000 Penalty: 5965.557617
	Iteration 13Q: 3 clusters Score -2.330202e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74457 members 
Mstep: Class 2 contains 92808 members 
Entering Unmasked Estep 
Score: -23302874.000000 Penalty: 5965.557617
	Iteration 14Q: 3 clusters Score -2.330287e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71905 members 
Mstep: Class 2 contains 95360 members 
Entering Unmasked Estep 
Score: -23303800.000000 Penalty: 5965.557617
	Iteration 15Q: 3 clusters Score -2.33038e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 98004 members 
Entering Unmasked Estep 
Score: -23304616.000000 Penalty: 5965.557617
	Iteration 16Q: 3 clusters Score -2.330462e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 100770 members 
Entering Unmasked Estep 
Score: -23305400.000000 Penalty: 5965.557617
	Iteration 17Q: 3 clusters Score -2.33054e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 103474 members 
Entering Unmasked Estep 
Score: -23306020.000000 Penalty: 5965.557617
	Iteration 18Q: 3 clusters Score -2.330602e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 106091 members 
Entering Unmasked Estep 
Score: -23306668.000000 Penalty: 5965.557617
	Iteration 19Q: 3 clusters Score -2.330667e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58490 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -23307018.000000 Penalty: 5965.557617
	Iteration 20F: 3 clusters Score -2.330702e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -23307564.000000 Penalty: 5965.557617
	Iteration 21Q: 3 clusters Score -2.330756e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 114292 members 
Entering Unmasked Estep 
Score: -23308288.000000 Penalty: 5965.557617
	Iteration 22Q: 3 clusters Score -2.330829e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 116904 members 
Entering Unmasked Estep 
Score: -23308986.000000 Penalty: 5965.557617
	Iteration 23Q: 3 clusters Score -2.330899e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -23309666.000000 Penalty: 5965.557617
	Iteration 24Q: 3 clusters Score -2.330967e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 122230 members 
Entering Unmasked Estep 
Score: -23310318.000000 Penalty: 5965.557617
	Iteration 25Q: 3 clusters Score -2.331032e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 124918 members 
Entering Unmasked Estep 
Score: -23311044.000000 Penalty: 5965.557617
	Iteration 26Q: 3 clusters Score -2.331104e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 127549 members 
Entering Unmasked Estep 
Score: -23311644.000000 Penalty: 5965.557617
	Iteration 27Q: 3 clusters Score -2.331164e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -23312326.000000 Penalty: 5965.557617
	Iteration 28Q: 3 clusters Score -2.331233e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 132596 members 
Entering Unmasked Estep 
Score: -23313000.000000 Penalty: 5965.557617
	Iteration 29Q: 3 clusters Score -2.3313e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 134950 members 
Entering Unmasked Estep 
Score: -23313792.000000 Penalty: 5965.557617
	Iteration 30Q: 3 clusters Score -2.331379e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 137187 members 
Entering Unmasked Estep 
Score: -23314472.000000 Penalty: 5965.557617
	Iteration 31Q: 3 clusters Score -2.331447e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 139317 members 
Entering Unmasked Estep 
Score: -23315156.000000 Penalty: 5965.557617
	Iteration 32Q: 3 clusters Score -2.331516e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 141348 members 
Entering Unmasked Estep 
Score: -23315948.000000 Penalty: 5965.557617
	Iteration 33Q: 3 clusters Score -2.331595e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -23316566.000000 Penalty: 5965.557617
	Iteration 34Q: 3 clusters Score -2.331657e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 145054 members 
Entering Unmasked Estep 
Score: -23317070.000000 Penalty: 5965.557617
	Iteration 35Q: 3 clusters Score -2.331707e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 146546 members 
Entering Unmasked Estep 
Score: -23317516.000000 Penalty: 5965.557617
	Iteration 36Q: 3 clusters Score -2.331752e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 147811 members 
Entering Unmasked Estep 
Score: -23317932.000000 Penalty: 5965.557617
	Iteration 37Q: 3 clusters Score -2.331793e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -23318064.000000 Penalty: 5965.557617
	Iteration 38Q: 3 clusters Score -2.331806e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 149931 members 
Entering Unmasked Estep 
Score: -23318302.000000 Penalty: 5965.557617
	Iteration 39Q: 3 clusters Score -2.33183e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 150832 members 
Entering Unmasked Estep 
Score: -23318462.000000 Penalty: 5965.557617
	Iteration 40F: 3 clusters Score -2.331846e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 151900 members 
Entering Unmasked Estep 
Score: -23318566.000000 Penalty: 5965.557617
	Iteration 41Q: 3 clusters Score -2.331857e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 152893 members 
Entering Unmasked Estep 
Score: -23318712.000000 Penalty: 5965.557617
	Iteration 42Q: 3 clusters Score -2.331871e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -23318840.000000 Penalty: 5965.557617
	Iteration 43Q: 3 clusters Score -2.331884e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 154617 members 
Entering Unmasked Estep 
Score: -23318838.000000 Penalty: 5965.557617
	Iteration 44Q: 3 clusters Score -2.331884e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -23318750.000000 Penalty: 5965.557617
	Iteration 45Q: 3 clusters Score -2.331875e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 156094 members 
Entering Unmasked Estep 
Score: -23318692.000000 Penalty: 5965.557617
	Iteration 46Q: 3 clusters Score -2.331869e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 156712 members 
Entering Unmasked Estep 
Score: -23318608.000000 Penalty: 5965.557617
	Iteration 47Q: 3 clusters Score -2.331861e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -23318574.000000 Penalty: 5965.557617
	Iteration 48Q: 3 clusters Score -2.331857e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 157775 members 
Entering Unmasked Estep 
Score: -23318564.000000 Penalty: 5965.557617
	Iteration 49Q: 3 clusters Score -2.331856e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 158300 members 
Entering Unmasked Estep 
Score: -23318468.000000 Penalty: 5965.557617
	Iteration 50Q: 3 clusters Score -2.331847e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -23318272.000000 Penalty: 5965.557617
	Iteration 51Q: 3 clusters Score -2.331827e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -23318206.000000 Penalty: 5965.557617
	Iteration 52Q: 3 clusters Score -2.331821e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 159666 members 
Entering Unmasked Estep 
Score: -23318144.000000 Penalty: 5965.557617
	Iteration 53Q: 3 clusters Score -2.331814e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 160042 members 
Entering Unmasked Estep 
Score: -23318024.000000 Penalty: 5965.557617
	Iteration 54Q: 3 clusters Score -2.331802e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 160420 members 
Entering Unmasked Estep 
Score: -23317936.000000 Penalty: 5965.557617
	Iteration 55Q: 3 clusters Score -2.331794e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 160766 members 
Entering Unmasked Estep 
Score: -23317922.000000 Penalty: 5965.557617
	Iteration 56Q: 3 clusters Score -2.331792e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 161071 members 
Entering Unmasked Estep 
Score: -23317928.000000 Penalty: 5965.557617
	Iteration 57Q: 3 clusters Score -2.331793e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -23317928.000000 Penalty: 5965.557617
	Iteration 58Q: 3 clusters Score -2.331793e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 161580 members 
Entering Unmasked Estep 
Score: -23317892.000000 Penalty: 5965.557617
	Iteration 59Q: 3 clusters Score -2.331789e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -23317808.000000 Penalty: 5965.557617
	Iteration 60F: 3 clusters Score -2.331781e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 162014 members 
Entering Unmasked Estep 
Score: -23317798.000000 Penalty: 5965.557617
	Iteration 61Q: 3 clusters Score -2.33178e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 162206 members 
Entering Unmasked Estep 
Score: -23317806.000000 Penalty: 5965.557617
	Iteration 62Q: 3 clusters Score -2.331781e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 162401 members 
Entering Unmasked Estep 
Score: -23317774.000000 Penalty: 5965.557617
	Iteration 63Q: 3 clusters Score -2.331777e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 162587 members 
Entering Unmasked Estep 
Score: -23317722.000000 Penalty: 5965.557617
	Iteration 64Q: 3 clusters Score -2.331772e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 162752 members 
Entering Unmasked Estep 
Score: -23317642.000000 Penalty: 5965.557617
	Iteration 65Q: 3 clusters Score -2.331764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 162885 members 
Entering Unmasked Estep 
Score: -23317608.000000 Penalty: 5965.557617
	Iteration 66Q: 3 clusters Score -2.331761e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -23317540.000000 Penalty: 5965.557617
	Iteration 67Q: 3 clusters Score -2.331754e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 163116 members 
Entering Unmasked Estep 
Score: -23317538.000000 Penalty: 5965.557617
	Iteration 68Q: 3 clusters Score -2.331754e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 163235 members 
Entering Unmasked Estep 
Score: -23317508.000000 Penalty: 5965.557617
	Iteration 69Q: 3 clusters Score -2.331751e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 163322 members 
Entering Unmasked Estep 
Score: -23317448.000000 Penalty: 5965.557617
	Iteration 70Q: 3 clusters Score -2.331745e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -23317434.000000 Penalty: 5965.557617
	Iteration 71Q: 3 clusters Score -2.331743e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -23317430.000000 Penalty: 5965.557617
	Iteration 72Q: 3 clusters Score -2.331743e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -23317418.000000 Penalty: 5965.557617
	Iteration 73Q: 3 clusters Score -2.331742e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 163631 members 
Entering Unmasked Estep 
Score: -23317396.000000 Penalty: 5965.557617
	Iteration 74Q: 3 clusters Score -2.33174e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 163697 members 
Entering Unmasked Estep 
Score: -23317338.000000 Penalty: 5965.557617
	Iteration 75Q: 3 clusters Score -2.331734e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -23317324.000000 Penalty: 5965.557617
	Iteration 76Q: 3 clusters Score -2.331732e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -23317278.000000 Penalty: 5965.557617
	Iteration 77Q: 3 clusters Score -2.331728e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 163877 members 
Entering Unmasked Estep 
Score: -23317248.000000 Penalty: 5965.557617
	Iteration 78Q: 3 clusters Score -2.331725e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 163926 members 
Entering Unmasked Estep 
Score: -23317238.000000 Penalty: 5965.557617
	Iteration 79Q: 3 clusters Score -2.331724e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 163952 members 
Entering Unmasked Estep 
Score: -23317256.000000 Penalty: 5965.557617
	Iteration 80F: 3 clusters Score -2.331726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -23317258.000000 Penalty: 5965.557617
	Iteration 81Q: 3 clusters Score -2.331726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 164011 members 
Entering Unmasked Estep 
Score: -23317272.000000 Penalty: 5965.557617
	Iteration 82Q: 3 clusters Score -2.331727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -23317274.000000 Penalty: 5965.557617
	Iteration 83Q: 3 clusters Score -2.331727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 164071 members 
Entering Unmasked Estep 
Score: -23317260.000000 Penalty: 5965.557617
	Iteration 84Q: 3 clusters Score -2.331726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 164105 members 
Entering Unmasked Estep 
Score: -23317292.000000 Penalty: 5965.557617
	Iteration 85Q: 3 clusters Score -2.331729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 164127 members 
Entering Unmasked Estep 
Score: -23317256.000000 Penalty: 5965.557617
	Iteration 86Q: 3 clusters Score -2.331726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 164149 members 
Entering Unmasked Estep 
Score: -23317266.000000 Penalty: 5965.557617
	Iteration 87Q: 3 clusters Score -2.331727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -23317270.000000 Penalty: 5965.557617
	Iteration 88Q: 3 clusters Score -2.331727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 164176 members 
Entering Unmasked Estep 
Score: -23317264.000000 Penalty: 5965.557617
	Iteration 89Q: 3 clusters Score -2.331726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -23317272.000000 Penalty: 5965.557617
	Iteration 90Q: 3 clusters Score -2.331727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 164200 members 
Entering Unmasked Estep 
Score: -23317254.000000 Penalty: 5965.557617
	Iteration 91Q: 3 clusters Score -2.331725e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 164214 members 
Entering Unmasked Estep 
Score: -23317262.000000 Penalty: 5965.557617
	Iteration 92Q: 3 clusters Score -2.331726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 164235 members 
Entering Unmasked Estep 
Score: -23317242.000000 Penalty: 5965.557617
	Iteration 93Q: 3 clusters Score -2.331724e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -23317232.000000 Penalty: 5965.557617
	Iteration 94Q: 3 clusters Score -2.331723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 164292 members 
Entering Unmasked Estep 
Score: -23317222.000000 Penalty: 5965.557617
	Iteration 95Q: 3 clusters Score -2.331722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -23317216.000000 Penalty: 5965.557617
	Iteration 96Q: 3 clusters Score -2.331722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 164352 members 
Entering Unmasked Estep 
Score: -23317196.000000 Penalty: 5965.557617
	Iteration 97Q: 3 clusters Score -2.33172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -23317182.000000 Penalty: 5965.557617
	Iteration 98Q: 3 clusters Score -2.331718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -23317192.000000 Penalty: 5965.557617
	Iteration 99Q: 3 clusters Score -2.331719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -23317202.000000 Penalty: 5965.557617
	Iteration 100F: 3 clusters Score -2.33172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 164390 members 
Entering Unmasked Estep 
Score: -23317196.000000 Penalty: 5965.557617
	Iteration 101Q: 3 clusters Score -2.33172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 164394 members 
Entering Unmasked Estep 
Score: -23317206.000000 Penalty: 5965.557617
	Iteration 102Q: 3 clusters Score -2.331721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 164395 members 
Entering Unmasked Estep 
Score: -23317212.000000 Penalty: 5965.557617
	Iteration 103Q: 3 clusters Score -2.331721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 164396 members 
Entering Unmasked Estep 
Score: -23317198.000000 Penalty: 5965.557617
	Iteration 104Q: 3 clusters Score -2.33172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 164399 members 
Entering Unmasked Estep 
Score: -23317182.000000 Penalty: 5965.557617
	Iteration 105Q: 3 clusters Score -2.331718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 164402 members 
Entering Unmasked Estep 
Score: -23317208.000000 Penalty: 5965.557617
	Iteration 106Q: 3 clusters Score -2.331721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -23317196.000000 Penalty: 5965.557617
	Iteration 107Q: 3 clusters Score -2.33172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 164412 members 
Entering Unmasked Estep 
Score: -23317206.000000 Penalty: 5965.557617
	Iteration 108Q: 3 clusters Score -2.331721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 164417 members 
Entering Unmasked Estep 
Score: -23317190.000000 Penalty: 5965.557617
	Iteration 109Q: 3 clusters Score -2.331719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 164421 members 
Entering Unmasked Estep 
Score: -23317180.000000 Penalty: 5965.557617
	Iteration 110Q: 3 clusters Score -2.331718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 164430 members 
Entering Unmasked Estep 
Score: -23317204.000000 Penalty: 5965.557617
	Iteration 111Q: 3 clusters Score -2.33172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 164439 members 
Entering Unmasked Estep 
Score: -23317184.000000 Penalty: 5965.557617
	Iteration 112Q: 3 clusters Score -2.331718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 164447 members 
Entering Unmasked Estep 
Score: -23317168.000000 Penalty: 5965.557617
	Iteration 113Q: 3 clusters Score -2.331717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -23317146.000000 Penalty: 5965.557617
	Iteration 114Q: 3 clusters Score -2.331715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 164462 members 
Entering Unmasked Estep 
Score: -23317168.000000 Penalty: 5965.557617
	Iteration 115Q: 3 clusters Score -2.331717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -23317166.000000 Penalty: 5965.557617
	Iteration 116Q: 3 clusters Score -2.331717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 164478 members 
Entering Unmasked Estep 
Score: -23317164.000000 Penalty: 5965.557617
	Iteration 117Q: 3 clusters Score -2.331716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 164482 members 
Entering Unmasked Estep 
Score: -23317142.000000 Penalty: 5965.557617
	Iteration 118Q: 3 clusters Score -2.331714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 164486 members 
Entering Unmasked Estep 
Score: -23317126.000000 Penalty: 5965.557617
	Iteration 119Q: 3 clusters Score -2.331713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 164490 members 
Entering Unmasked Estep 
Score: -23317122.000000 Penalty: 5965.557617
	Iteration 120F: 3 clusters Score -2.331712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -23317118.000000 Penalty: 5965.557617
	Iteration 121Q: 3 clusters Score -2.331712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -23317118.000000 Penalty: 5965.557617
	Iteration 122F: 3 clusters Score -2.331712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -180504.812500 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -180504.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -178388.703125 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -178388.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -178925.968750 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -178926 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -179222.968750 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -179223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179418.453125 Penalty: 3578.394043
	Iteration 3F: 3 clusters Score -179418.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -179582.687500 Penalty: 3578.394043
	Iteration 4Q: 3 clusters Score -179582.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -179684.500000 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -179684.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -179735.671875 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -179735.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -179767.593750 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -179767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -179788.875000 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -179788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -179797.375000 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -179797.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -179801.015625 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -179801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179804.234375 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -179804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179805.531250 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -179805.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -179805.531250 Penalty: 3578.394043
	Iteration 13F: 3 clusters Score -179805.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Entering Unmasked Estep 
Score: -369961.343750 Penalty: 1957.420776
	Iteration 0F: 2 clusters Score -369961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -366892.312500 Penalty: 3914.841553
	Iteration 0F: 3 clusters Score -366892.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -367472.187500 Penalty: 3914.841553
	Iteration 1F: 3 clusters Score -367472.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -367631.906250 Penalty: 3914.841553
	Iteration 2F: 3 clusters Score -367631.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -367712.000000 Penalty: 3914.841553
	Iteration 3Q: 3 clusters Score -367712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -367764.968750 Penalty: 3914.841553
	Iteration 4Q: 3 clusters Score -367765 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -367805.562500 Penalty: 3914.841553
	Iteration 5Q: 3 clusters Score -367805.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -367838.531250 Penalty: 3914.841553
	Iteration 6Q: 3 clusters Score -367838.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -367870.312500 Penalty: 3914.841553
	Iteration 7Q: 3 clusters Score -367870.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -367900.843750 Penalty: 3914.841553
	Iteration 8Q: 3 clusters Score -367900.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -367928.468750 Penalty: 3914.841553
	Iteration 9Q: 3 clusters Score -367928.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -367962.843750 Penalty: 3914.841553
	Iteration 10Q: 3 clusters Score -367962.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -368001.687500 Penalty: 3914.841553
	Iteration 11Q: 3 clusters Score -368001.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -368038.656250 Penalty: 3914.841553
	Iteration 12Q: 3 clusters Score -368038.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -368080.375000 Penalty: 3914.841553
	Iteration 13Q: 3 clusters Score -368080.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -368126.125000 Penalty: 3914.841553
	Iteration 14Q: 3 clusters Score -368126.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -368167.500000 Penalty: 3914.841553
	Iteration 15Q: 3 clusters Score -368167.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -368196.500000 Penalty: 3914.841553
	Iteration 16Q: 3 clusters Score -368196.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -368226.437500 Penalty: 3914.841553
	Iteration 17Q: 3 clusters Score -368226.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -368251.906250 Penalty: 3914.841553
	Iteration 18Q: 3 clusters Score -368251.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -368277.406250 Penalty: 3914.841553
	Iteration 19Q: 3 clusters Score -368277.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -368301.875000 Penalty: 3914.841553
	Iteration 20F: 3 clusters Score -368301.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -368326.937500 Penalty: 3914.841553
	Iteration 21Q: 3 clusters Score -368326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -368349.718750 Penalty: 3914.841553
	Iteration 22Q: 3 clusters Score -368349.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -368370.343750 Penalty: 3914.841553
	Iteration 23Q: 3 clusters Score -368370.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -368390.250000 Penalty: 3914.841553
	Iteration 24Q: 3 clusters Score -368390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -368405.593750 Penalty: 3914.841553
	Iteration 25Q: 3 clusters Score -368405.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -368415.125000 Penalty: 3914.841553
	Iteration 26Q: 3 clusters Score -368415.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -368424.500000 Penalty: 3914.841553
	Iteration 27Q: 3 clusters Score -368424.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -368429.031250 Penalty: 3914.841553
	Iteration 28Q: 3 clusters Score -368429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -368435.156250 Penalty: 3914.841553
	Iteration 29Q: 3 clusters Score -368435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -368438.812500 Penalty: 3914.841553
	Iteration 30Q: 3 clusters Score -368438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -368442.906250 Penalty: 3914.841553
	Iteration 31Q: 3 clusters Score -368442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -368448.375000 Penalty: 3914.841553
	Iteration 32Q: 3 clusters Score -368448.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -368453.875000 Penalty: 3914.841553
	Iteration 33Q: 3 clusters Score -368453.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -368458.812500 Penalty: 3914.841553
	Iteration 34Q: 3 clusters Score -368458.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -368462.687500 Penalty: 3914.841553
	Iteration 35Q: 3 clusters Score -368462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -368466.000000 Penalty: 3914.841553
	Iteration 36Q: 3 clusters Score -368466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -368471.187500 Penalty: 3914.841553
	Iteration 37Q: 3 clusters Score -368471.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -368481.406250 Penalty: 3914.841553
	Iteration 38Q: 3 clusters Score -368481.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -368486.968750 Penalty: 3914.841553
	Iteration 39Q: 3 clusters Score -368487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -368493.750000 Penalty: 3914.841553
	Iteration 40F: 3 clusters Score -368493.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -368502.000000 Penalty: 3914.841553
	Iteration 41Q: 3 clusters Score -368502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -368512.062500 Penalty: 3914.841553
	Iteration 42Q: 3 clusters Score -368512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -368517.625000 Penalty: 3914.841553
	Iteration 43Q: 3 clusters Score -368517.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -368519.843750 Penalty: 3914.841553
	Iteration 44Q: 3 clusters Score -368519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -368522.875000 Penalty: 3914.841553
	Iteration 45Q: 3 clusters Score -368522.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -368523.093750 Penalty: 3914.841553
	Iteration 46Q: 3 clusters Score -368523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -368523.500000 Penalty: 3914.841553
	Iteration 47Q: 3 clusters Score -368523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -368523.500000 Penalty: 3914.841553
	Iteration 48F: 3 clusters Score -368523.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -51322.042969 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -51322.04 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 199 members 
Entering Unmasked Estep 
Score: -49911.355469 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -49911.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50036.292969 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -50036.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50084.265625 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -50084.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50104.308594 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -50104.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -50115.488281 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -50115.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50121.343750 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -50121.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50124.105469 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -50124.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50131.171875 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -50131.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50132.320312 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -50132.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -50133.664062 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -50133.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50136.351562 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -50136.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50136.351562 Penalty: 2977.927979
	Iteration 11F: 3 clusters Score -50136.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Entering Unmasked Estep 
Score: -255317.703125 Penalty: 1864.614624
	Iteration 0F: 2 clusters Score -255317.7 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 945 members 
Entering Unmasked Estep 
Score: -252790.781250 Penalty: 3729.229248
	Iteration 0F: 3 clusters Score -252790.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -253223.812500 Penalty: 3729.229248
	Iteration 1F: 3 clusters Score -253223.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -253341.687500 Penalty: 3729.229248
	Iteration 2F: 3 clusters Score -253341.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -253411.515625 Penalty: 3729.229248
	Iteration 3Q: 3 clusters Score -253411.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -253453.156250 Penalty: 3729.229248
	Iteration 4Q: 3 clusters Score -253453.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -253473.265625 Penalty: 3729.229248
	Iteration 5Q: 3 clusters Score -253473.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -253487.890625 Penalty: 3729.229248
	Iteration 6Q: 3 clusters Score -253487.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -253504.125000 Penalty: 3729.229248
	Iteration 7Q: 3 clusters Score -253504.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -253516.000000 Penalty: 3729.229248
	Iteration 8Q: 3 clusters Score -253516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -253521.515625 Penalty: 3729.229248
	Iteration 9Q: 3 clusters Score -253521.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -253525.250000 Penalty: 3729.229248
	Iteration 10Q: 3 clusters Score -253525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253526.328125 Penalty: 3729.229248
	Iteration 11Q: 3 clusters Score -253526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -253527.562500 Penalty: 3729.229248
	Iteration 12Q: 3 clusters Score -253527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -253530.312500 Penalty: 3729.229248
	Iteration 13Q: 3 clusters Score -253530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -253532.296875 Penalty: 3729.229248
	Iteration 14Q: 3 clusters Score -253532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -253533.375000 Penalty: 3729.229248
	Iteration 15Q: 3 clusters Score -253533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -253536.671875 Penalty: 3729.229248
	Iteration 16Q: 3 clusters Score -253536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253540.390625 Penalty: 3729.229248
	Iteration 17Q: 3 clusters Score -253540.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -253543.109375 Penalty: 3729.229248
	Iteration 18Q: 3 clusters Score -253543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253546.578125 Penalty: 3729.229248
	Iteration 19Q: 3 clusters Score -253546.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -253550.093750 Penalty: 3729.229248
	Iteration 20F: 3 clusters Score -253550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253552.718750 Penalty: 3729.229248
	Iteration 21Q: 3 clusters Score -253552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253553.218750 Penalty: 3729.229248
	Iteration 22Q: 3 clusters Score -253553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253554.000000 Penalty: 3729.229248
	Iteration 23Q: 3 clusters Score -253554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -253555.625000 Penalty: 3729.229248
	Iteration 24Q: 3 clusters Score -253555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -253556.890625 Penalty: 3729.229248
	Iteration 25Q: 3 clusters Score -253556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253558.406250 Penalty: 3729.229248
	Iteration 26Q: 3 clusters Score -253558.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253558.828125 Penalty: 3729.229248
	Iteration 27Q: 3 clusters Score -253558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253559.609375 Penalty: 3729.229248
	Iteration 28Q: 3 clusters Score -253559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -253560.625000 Penalty: 3729.229248
	Iteration 29Q: 3 clusters Score -253560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253561.187500 Penalty: 3729.229248
	Iteration 30Q: 3 clusters Score -253561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253561.187500 Penalty: 3729.229248
	Iteration 31F: 3 clusters Score -253561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30116.593750 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30116.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28985.630859 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -28985.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29149.951172 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29149.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29189.535156 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29189.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29211.906250 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29211.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29216.556641 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29216.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29235.025391 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -29235.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29235.025391 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -29235.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148578 members 
Mstep: Class 2 contains 76399 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31629 members 
Mstep: Class 5 contains 19893 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 27045 members 
Mstep: Class 8 contains 235 members 
Mstep: Class 9 contains 15619 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13243 members 
Mstep: Class 13 contains 101007 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167265 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937128.000000 Penalty: 66121.062500
Iteration 119Q: 21 clusters Score -8.493713e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 76372 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31621 members 
Mstep: Class 5 contains 19897 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 27065 members 
Mstep: Class 8 contains 234 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13263 members 
Mstep: Class 13 contains 101009 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167179 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2676 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937144.000000 Penalty: 66121.062500
Iteration 120F: 21 clusters Score -8.493714e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 76338 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31603 members 
Mstep: Class 5 contains 19912 members 
Mstep: Class 6 contains 4608 members 
Mstep: Class 7 contains 27077 members 
Mstep: Class 8 contains 233 members 
Mstep: Class 9 contains 15609 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 101009 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 167064 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937240.000000 Penalty: 66121.062500
Iteration 121Q: 21 clusters Score -8.493724e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148798 members 
Mstep: Class 2 contains 76318 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31587 members 
Mstep: Class 5 contains 19920 members 
Mstep: Class 6 contains 4625 members 
Mstep: Class 7 contains 27096 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13295 members 
Mstep: Class 13 contains 101018 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166981 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937200.000000 Penalty: 66121.062500
Iteration 122Q: 21 clusters Score -8.49372e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 76294 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31567 members 
Mstep: Class 5 contains 19928 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 27106 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13317 members 
Mstep: Class 13 contains 101015 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166918 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937128.000000 Penalty: 66121.062500
Iteration 123Q: 21 clusters Score -8.493713e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148896 members 
Mstep: Class 2 contains 76267 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31547 members 
Mstep: Class 5 contains 19941 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 27117 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15614 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13323 members 
Mstep: Class 13 contains 101023 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166870 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937200.000000 Penalty: 66121.062500
Iteration 124Q: 21 clusters Score -8.49372e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 148969 members 
Mstep: Class 2 contains 76225 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31534 members 
Mstep: Class 5 contains 19953 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 27139 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15615 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13336 members 
Mstep: Class 13 contains 100998 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166808 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937136.000000 Penalty: 66121.062500
Iteration 125Q: 21 clusters Score -8.493714e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149027 members 
Mstep: Class 2 contains 76179 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31514 members 
Mstep: Class 5 contains 19958 members 
Mstep: Class 6 contains 4706 members 
Mstep: Class 7 contains 27148 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15613 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13347 members 
Mstep: Class 13 contains 100989 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166773 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936944.000000 Penalty: 66121.062500
Iteration 126Q: 21 clusters Score -8.493694e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149081 members 
Mstep: Class 2 contains 76141 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31504 members 
Mstep: Class 5 contains 19965 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 27156 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15610 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13347 members 
Mstep: Class 13 contains 100993 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166734 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936872.000000 Penalty: 66121.062500
Iteration 127Q: 21 clusters Score -8.493687e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 76110 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31495 members 
Mstep: Class 5 contains 19981 members 
Mstep: Class 6 contains 4734 members 
Mstep: Class 7 contains 27166 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15605 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13351 members 
Mstep: Class 13 contains 100998 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166699 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936832.000000 Penalty: 66121.062500
Iteration 128Q: 21 clusters Score -8.493683e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 76081 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31489 members 
Mstep: Class 5 contains 19993 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 27183 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15595 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1897 members 
Mstep: Class 12 contains 13361 members 
Mstep: Class 13 contains 101013 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166660 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936888.000000 Penalty: 66121.062500
Iteration 129Q: 21 clusters Score -8.493689e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149141 members 
Mstep: Class 2 contains 76070 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31473 members 
Mstep: Class 5 contains 20007 members 
Mstep: Class 6 contains 4746 members 
Mstep: Class 7 contains 27201 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15589 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13367 members 
Mstep: Class 13 contains 101032 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166634 members 
Mstep: Class 16 contains 1358 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936952.000000 Penalty: 66121.062500
Iteration 130Q: 21 clusters Score -8.493695e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149156 members 
Mstep: Class 2 contains 76047 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31466 members 
Mstep: Class 5 contains 20021 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 27210 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15586 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13372 members 
Mstep: Class 13 contains 101058 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166595 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936976.000000 Penalty: 66121.062500
Iteration 131Q: 21 clusters Score -8.493698e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 76021 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31459 members 
Mstep: Class 5 contains 20035 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 27220 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13382 members 
Mstep: Class 13 contains 101095 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166543 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936840.000000 Penalty: 66121.062500
Iteration 132Q: 21 clusters Score -8.493684e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149183 members 
Mstep: Class 2 contains 76003 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31449 members 
Mstep: Class 5 contains 20046 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 27227 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15584 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13385 members 
Mstep: Class 13 contains 101127 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166498 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936784.000000 Penalty: 66121.062500
Iteration 133Q: 21 clusters Score -8.493678e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 75988 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31438 members 
Mstep: Class 5 contains 20060 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 27237 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15586 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13392 members 
Mstep: Class 13 contains 101165 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166441 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936760.000000 Penalty: 66121.062500
Iteration 134Q: 21 clusters Score -8.493676e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149204 members 
Mstep: Class 2 contains 75964 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31431 members 
Mstep: Class 5 contains 20077 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 27245 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15586 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 101192 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166393 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936816.000000 Penalty: 66121.062500
Iteration 135Q: 21 clusters Score -8.493682e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 75944 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31420 members 
Mstep: Class 5 contains 20089 members 
Mstep: Class 6 contains 4774 members 
Mstep: Class 7 contains 27244 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13407 members 
Mstep: Class 13 contains 101216 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166349 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936624.000000 Penalty: 66121.062500
Iteration 136Q: 21 clusters Score -8.493662e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 75925 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31409 members 
Mstep: Class 5 contains 20099 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 27250 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13411 members 
Mstep: Class 13 contains 101250 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166325 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936648.000000 Penalty: 66121.062500
Iteration 137Q: 21 clusters Score -8.493665e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 75921 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 20108 members 
Mstep: Class 6 contains 4782 members 
Mstep: Class 7 contains 27257 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13411 members 
Mstep: Class 13 contains 101274 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166289 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936680.000000 Penalty: 66121.062500
Iteration 138Q: 21 clusters Score -8.493668e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 75910 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31399 members 
Mstep: Class 5 contains 20117 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 27264 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15574 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13413 members 
Mstep: Class 13 contains 101286 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166262 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936640.000000 Penalty: 66121.062500
Iteration 139Q: 21 clusters Score -8.493664e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 75899 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31393 members 
Mstep: Class 5 contains 20117 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 27275 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13418 members 
Mstep: Class 13 contains 101287 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166244 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936664.000000 Penalty: 66121.062500
Iteration 140F: 21 clusters Score -8.493666e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 75895 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31382 members 
Mstep: Class 5 contains 20125 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 27278 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13423 members 
Mstep: Class 13 contains 101288 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166218 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936624.000000 Penalty: 66121.062500
Iteration 141Q: 21 clusters Score -8.493662e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 75890 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31375 members 
Mstep: Class 5 contains 20134 members 
Mstep: Class 6 contains 4794 members 
Mstep: Class 7 contains 27278 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13425 members 
Mstep: Class 13 contains 101293 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166203 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936744.000000 Penalty: 66121.062500
Iteration 142Q: 21 clusters Score -8.493674e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149327 members 
Mstep: Class 2 contains 75873 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31366 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 6 contains 4798 members 
Mstep: Class 7 contains 27278 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13432 members 
Mstep: Class 13 contains 101307 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166170 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936656.000000 Penalty: 66121.062500
Iteration 143Q: 21 clusters Score -8.493666e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149353 members 
Mstep: Class 2 contains 75851 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31363 members 
Mstep: Class 5 contains 20140 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 27281 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15572 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13437 members 
Mstep: Class 13 contains 101324 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166144 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936592.000000 Penalty: 66121.062500
Iteration 144Q: 21 clusters Score -8.493659e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149369 members 
Mstep: Class 2 contains 75834 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31358 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 27290 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15570 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13441 members 
Mstep: Class 13 contains 101345 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166112 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936584.000000 Penalty: 66121.062500
Iteration 145Q: 21 clusters Score -8.493658e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 75828 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31354 members 
Mstep: Class 5 contains 20138 members 
Mstep: Class 6 contains 4821 members 
Mstep: Class 7 contains 27294 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13447 members 
Mstep: Class 13 contains 101359 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166057 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936544.000000 Penalty: 66121.062500
Iteration 146Q: 21 clusters Score -8.493654e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 75821 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31351 members 
Mstep: Class 5 contains 20140 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 27293 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13450 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 166024 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936552.000000 Penalty: 66121.062500
Iteration 147Q: 21 clusters Score -8.493655e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149422 members 
Mstep: Class 2 contains 75815 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31349 members 
Mstep: Class 5 contains 20140 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 27292 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13453 members 
Mstep: Class 13 contains 101372 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165994 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936472.000000 Penalty: 66121.062500
Iteration 148Q: 21 clusters Score -8.493647e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 75814 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31341 members 
Mstep: Class 5 contains 20144 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 27290 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13454 members 
Mstep: Class 13 contains 101369 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165965 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936384.000000 Penalty: 66121.062500
Iteration 149Q: 21 clusters Score -8.493638e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149468 members 
Mstep: Class 2 contains 75807 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31331 members 
Mstep: Class 5 contains 20150 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 27290 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13458 members 
Mstep: Class 13 contains 101372 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165948 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936368.000000 Penalty: 66121.062500
Iteration 150Q: 21 clusters Score -8.493637e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149495 members 
Mstep: Class 2 contains 75798 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31324 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 27292 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 101373 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165923 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936440.000000 Penalty: 66121.062500
Iteration 151Q: 21 clusters Score -8.493644e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 75785 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31316 members 
Mstep: Class 5 contains 20156 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15580 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13464 members 
Mstep: Class 13 contains 101366 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165909 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936400.000000 Penalty: 66121.062500
Iteration 152Q: 21 clusters Score -8.49364e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 75772 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 20160 members 
Mstep: Class 6 contains 4876 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13469 members 
Mstep: Class 13 contains 101380 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165898 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936456.000000 Penalty: 66121.062500
Iteration 153Q: 21 clusters Score -8.493646e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 75762 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31300 members 
Mstep: Class 5 contains 20163 members 
Mstep: Class 6 contains 4883 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15574 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13472 members 
Mstep: Class 13 contains 101392 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165877 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936488.000000 Penalty: 66121.062500
Iteration 154Q: 21 clusters Score -8.493649e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149534 members 
Mstep: Class 2 contains 75753 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31291 members 
Mstep: Class 5 contains 20167 members 
Mstep: Class 6 contains 4889 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15570 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13479 members 
Mstep: Class 13 contains 101402 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165869 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936424.000000 Penalty: 66121.062500
Iteration 155Q: 21 clusters Score -8.493642e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149509 members 
Mstep: Class 2 contains 75750 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31284 members 
Mstep: Class 5 contains 20175 members 
Mstep: Class 6 contains 4894 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 230 members 
Mstep: Class 9 contains 15573 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13482 members 
Mstep: Class 13 contains 101430 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165855 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936416.000000 Penalty: 66121.062500
Iteration 156Q: 21 clusters Score -8.493642e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 75745 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31275 members 
Mstep: Class 5 contains 20179 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 7 contains 27314 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15571 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13484 members 
Mstep: Class 13 contains 101442 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165838 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936272.000000 Penalty: 66121.062500
Iteration 157Q: 21 clusters Score -8.493627e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 75740 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31273 members 
Mstep: Class 5 contains 20182 members 
Mstep: Class 6 contains 4896 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15575 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13486 members 
Mstep: Class 13 contains 101468 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165821 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936280.000000 Penalty: 66121.062500
Iteration 158Q: 21 clusters Score -8.493628e+07 nChanged 123
Entering ConstructFrom: 
Score: -84936280.000000 Penalty: 66121.062500
Entering ConstructFrom: 
Trying to split cluster 1 (149524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Entering Unmasked Estep 
Score: -20885070.000000 Penalty: 2954.972656
	Iteration 0F: 2 clusters Score -2.088507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 74844 members 
Entering Unmasked Estep 
Score: -20787216.000000 Penalty: 5909.945312
	Iteration 0F: 3 clusters Score -2.078722e+07 nChanged 71607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 76127 members 
Entering Unmasked Estep 
Score: -20828538.000000 Penalty: 5909.945312
	Iteration 1F: 3 clusters Score -2.082854e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 76950 members 
Entering Unmasked Estep 
Score: -20829276.000000 Penalty: 5909.945312
	Iteration 2Q: 3 clusters Score -2.082928e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -20830264.000000 Penalty: 5909.945312
	Iteration 3Q: 3 clusters Score -2.083026e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -20831410.000000 Penalty: 5909.945312
	Iteration 4Q: 3 clusters Score -2.083141e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -20833114.000000 Penalty: 5909.945312
	Iteration 5Q: 3 clusters Score -2.083311e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -20835728.000000 Penalty: 5909.945312
	Iteration 6Q: 3 clusters Score -2.083573e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57329 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -20839982.000000 Penalty: 5909.945312
	Iteration 7F: 3 clusters Score -2.083998e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 99632 members 
Entering Unmasked Estep 
Score: -20846624.000000 Penalty: 5909.945312
	Iteration 8F: 3 clusters Score -2.084662e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -20855562.000000 Penalty: 5909.945312
	Iteration 9F: 3 clusters Score -2.085556e+07 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 116388 members 
Entering Unmasked Estep 
Score: -20864956.000000 Penalty: 5909.945312
	Iteration 10F: 3 clusters Score -2.086496e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 122299 members 
Entering Unmasked Estep 
Score: -20872030.000000 Penalty: 5909.945312
	Iteration 11F: 3 clusters Score -2.087203e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 126071 members 
Entering Unmasked Estep 
Score: -20875976.000000 Penalty: 5909.945312
	Iteration 12Q: 3 clusters Score -2.087598e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 128827 members 
Entering Unmasked Estep 
Score: -20878198.000000 Penalty: 5909.945312
	Iteration 13Q: 3 clusters Score -2.08782e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 131009 members 
Entering Unmasked Estep 
Score: -20879542.000000 Penalty: 5909.945312
	Iteration 14Q: 3 clusters Score -2.087954e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 132828 members 
Entering Unmasked Estep 
Score: -20880516.000000 Penalty: 5909.945312
	Iteration 15Q: 3 clusters Score -2.088052e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 134508 members 
Entering Unmasked Estep 
Score: -20881308.000000 Penalty: 5909.945312
	Iteration 16Q: 3 clusters Score -2.088131e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 135950 members 
Entering Unmasked Estep 
Score: -20881964.000000 Penalty: 5909.945312
	Iteration 17Q: 3 clusters Score -2.088196e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 137212 members 
Entering Unmasked Estep 
Score: -20882556.000000 Penalty: 5909.945312
	Iteration 18Q: 3 clusters Score -2.088256e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 138349 members 
Entering Unmasked Estep 
Score: -20883208.000000 Penalty: 5909.945312
	Iteration 19Q: 3 clusters Score -2.088321e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -20883600.000000 Penalty: 5909.945312
	Iteration 20F: 3 clusters Score -2.08836e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -20883922.000000 Penalty: 5909.945312
	Iteration 21Q: 3 clusters Score -2.088392e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 140853 members 
Entering Unmasked Estep 
Score: -20884218.000000 Penalty: 5909.945312
	Iteration 22Q: 3 clusters Score -2.088422e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 141394 members 
Entering Unmasked Estep 
Score: -20884372.000000 Penalty: 5909.945312
	Iteration 23Q: 3 clusters Score -2.088437e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 141859 members 
Entering Unmasked Estep 
Score: -20884476.000000 Penalty: 5909.945312
	Iteration 24Q: 3 clusters Score -2.088448e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
Score: -20884628.000000 Penalty: 5909.945312
	Iteration 25Q: 3 clusters Score -2.088463e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 142597 members 
Entering Unmasked Estep 
Score: -20884690.000000 Penalty: 5909.945312
	Iteration 26Q: 3 clusters Score -2.088469e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -20884708.000000 Penalty: 5909.945312
	Iteration 27Q: 3 clusters Score -2.088471e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -20884748.000000 Penalty: 5909.945312
	Iteration 28Q: 3 clusters Score -2.088475e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 143216 members 
Entering Unmasked Estep 
Score: -20884730.000000 Penalty: 5909.945312
	Iteration 29Q: 3 clusters Score -2.088473e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 143400 members 
Entering Unmasked Estep 
Score: -20884816.000000 Penalty: 5909.945312
	Iteration 30Q: 3 clusters Score -2.088482e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 143546 members 
Entering Unmasked Estep 
Score: -20884828.000000 Penalty: 5909.945312
	Iteration 31Q: 3 clusters Score -2.088483e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 143668 members 
Entering Unmasked Estep 
Score: -20884824.000000 Penalty: 5909.945312
	Iteration 32Q: 3 clusters Score -2.088482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 143779 members 
Entering Unmasked Estep 
Score: -20884824.000000 Penalty: 5909.945312
	Iteration 33Q: 3 clusters Score -2.088482e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -20884798.000000 Penalty: 5909.945312
	Iteration 34Q: 3 clusters Score -2.08848e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 144000 members 
Entering Unmasked Estep 
Score: -20884842.000000 Penalty: 5909.945312
	Iteration 35Q: 3 clusters Score -2.088484e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -20884830.000000 Penalty: 5909.945312
	Iteration 36Q: 3 clusters Score -2.088483e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 144207 members 
Entering Unmasked Estep 
Score: -20884808.000000 Penalty: 5909.945312
	Iteration 37Q: 3 clusters Score -2.088481e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 144287 members 
Entering Unmasked Estep 
Score: -20884790.000000 Penalty: 5909.945312
	Iteration 38Q: 3 clusters Score -2.088479e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 144360 members 
Entering Unmasked Estep 
Score: -20884782.000000 Penalty: 5909.945312
	Iteration 39Q: 3 clusters Score -2.088478e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 144420 members 
Entering Unmasked Estep 
Score: -20884806.000000 Penalty: 5909.945312
	Iteration 40F: 3 clusters Score -2.088481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 144461 members 
Entering Unmasked Estep 
Score: -20884836.000000 Penalty: 5909.945312
	Iteration 41Q: 3 clusters Score -2.088484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 144500 members 
Entering Unmasked Estep 
Score: -20884860.000000 Penalty: 5909.945312
	Iteration 42Q: 3 clusters Score -2.088486e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 144532 members 
Entering Unmasked Estep 
Score: -20884868.000000 Penalty: 5909.945312
	Iteration 43Q: 3 clusters Score -2.088487e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 144562 members 
Entering Unmasked Estep 
Score: -20884828.000000 Penalty: 5909.945312
	Iteration 44Q: 3 clusters Score -2.088483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 144586 members 
Entering Unmasked Estep 
Score: -20884828.000000 Penalty: 5909.945312
	Iteration 45Q: 3 clusters Score -2.088483e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 144595 members 
Entering Unmasked Estep 
Score: -20884852.000000 Penalty: 5909.945312
	Iteration 46Q: 3 clusters Score -2.088485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 144605 members 
Entering Unmasked Estep 
Score: -20884854.000000 Penalty: 5909.945312
	Iteration 47Q: 3 clusters Score -2.088485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 144610 members 
Entering Unmasked Estep 
Score: -20884856.000000 Penalty: 5909.945312
	Iteration 48Q: 3 clusters Score -2.088486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 144613 members 
Entering Unmasked Estep 
Score: -20884868.000000 Penalty: 5909.945312
	Iteration 49Q: 3 clusters Score -2.088487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 144618 members 
Entering Unmasked Estep 
Score: -20884872.000000 Penalty: 5909.945312
	Iteration 50Q: 3 clusters Score -2.088487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 144624 members 
Entering Unmasked Estep 
Score: -20884862.000000 Penalty: 5909.945312
	Iteration 51Q: 3 clusters Score -2.088486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 144632 members 
Entering Unmasked Estep 
Score: -20884854.000000 Penalty: 5909.945312
	Iteration 52Q: 3 clusters Score -2.088485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 144642 members 
Entering Unmasked Estep 
Score: -20884860.000000 Penalty: 5909.945312
	Iteration 53Q: 3 clusters Score -2.088486e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -20884866.000000 Penalty: 5909.945312
	Iteration 54Q: 3 clusters Score -2.088487e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 144655 members 
Entering Unmasked Estep 
Score: -20884866.000000 Penalty: 5909.945312
	Iteration 55Q: 3 clusters Score -2.088487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -20884874.000000 Penalty: 5909.945312
	Iteration 56Q: 3 clusters Score -2.088487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 144666 members 
Entering Unmasked Estep 
Score: -20884888.000000 Penalty: 5909.945312
	Iteration 57Q: 3 clusters Score -2.088489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -20884888.000000 Penalty: 5909.945312
	Iteration 58Q: 3 clusters Score -2.088489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 144670 members 
Entering Unmasked Estep 
Score: -20884888.000000 Penalty: 5909.945312
	Iteration 59Q: 3 clusters Score -2.088489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -20884878.000000 Penalty: 5909.945312
	Iteration 60F: 3 clusters Score -2.088488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -20884888.000000 Penalty: 5909.945312
	Iteration 61Q: 3 clusters Score -2.088489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 144672 members 
Entering Unmasked Estep 
Score: -20884888.000000 Penalty: 5909.945312
	Iteration 62F: 3 clusters Score -2.088489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75723 members 
Entering Unmasked Estep 
Score: -10668185.000000 Penalty: 2786.239746
	Iteration 0F: 2 clusters Score -1.066818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -10617402.000000 Penalty: 5572.479492
	Iteration 0F: 3 clusters Score -1.06174e+07 nChanged 35493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -10637518.000000 Penalty: 5572.479492
	Iteration 1F: 3 clusters Score -1.063752e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -10638259.000000 Penalty: 5572.479492
	Iteration 2Q: 3 clusters Score -1.063826e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -10639246.000000 Penalty: 5572.479492
	Iteration 3Q: 3 clusters Score -1.063925e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -10640306.000000 Penalty: 5572.479492
	Iteration 4Q: 3 clusters Score -1.064031e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -10641702.000000 Penalty: 5572.479492
	Iteration 5Q: 3 clusters Score -1.06417e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -10643429.000000 Penalty: 5572.479492
	Iteration 6Q: 3 clusters Score -1.064343e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -10645807.000000 Penalty: 5572.479492
	Iteration 7F: 3 clusters Score -1.064581e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -10648759.000000 Penalty: 5572.479492
	Iteration 8F: 3 clusters Score -1.064876e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -10651614.000000 Penalty: 5572.479492
	Iteration 9F: 3 clusters Score -1.065161e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -10653509.000000 Penalty: 5572.479492
	Iteration 10F: 3 clusters Score -1.065351e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -10654226.000000 Penalty: 5572.479492
	Iteration 11Q: 3 clusters Score -1.065423e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -10654480.000000 Penalty: 5572.479492
	Iteration 12Q: 3 clusters Score -1.065448e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -10654678.000000 Penalty: 5572.479492
	Iteration 13Q: 3 clusters Score -1.065468e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -10654753.000000 Penalty: 5572.479492
	Iteration 14Q: 3 clusters Score -1.065475e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -10654821.000000 Penalty: 5572.479492
	Iteration 15Q: 3 clusters Score -1.065482e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -10654865.000000 Penalty: 5572.479492
	Iteration 16Q: 3 clusters Score -1.065486e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -10654907.000000 Penalty: 5572.479492
	Iteration 17Q: 3 clusters Score -1.065491e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -10654956.000000 Penalty: 5572.479492
	Iteration 18Q: 3 clusters Score -1.065496e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -10655007.000000 Penalty: 5572.479492
	Iteration 19Q: 3 clusters Score -1.065501e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -10655029.000000 Penalty: 5572.479492
	Iteration 20F: 3 clusters Score -1.065503e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -10655074.000000 Penalty: 5572.479492
	Iteration 21Q: 3 clusters Score -1.065507e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -10655092.000000 Penalty: 5572.479492
	Iteration 22Q: 3 clusters Score -1.065509e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -10655167.000000 Penalty: 5572.479492
	Iteration 23Q: 3 clusters Score -1.065517e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -10655229.000000 Penalty: 5572.479492
	Iteration 24Q: 3 clusters Score -1.065523e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -10655268.000000 Penalty: 5572.479492
	Iteration 25Q: 3 clusters Score -1.065527e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -10655312.000000 Penalty: 5572.479492
	Iteration 26Q: 3 clusters Score -1.065531e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -10655358.000000 Penalty: 5572.479492
	Iteration 27Q: 3 clusters Score -1.065536e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -10655424.000000 Penalty: 5572.479492
	Iteration 28Q: 3 clusters Score -1.065542e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -10655450.000000 Penalty: 5572.479492
	Iteration 29Q: 3 clusters Score -1.065545e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10655508.000000 Penalty: 5572.479492
	Iteration 30Q: 3 clusters Score -1.065551e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -10655538.000000 Penalty: 5572.479492
	Iteration 31Q: 3 clusters Score -1.065554e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -10655584.000000 Penalty: 5572.479492
	Iteration 32Q: 3 clusters Score -1.065558e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -10655614.000000 Penalty: 5572.479492
	Iteration 33Q: 3 clusters Score -1.065561e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -10655647.000000 Penalty: 5572.479492
	Iteration 34Q: 3 clusters Score -1.065565e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -10655670.000000 Penalty: 5572.479492
	Iteration 35Q: 3 clusters Score -1.065567e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -10655734.000000 Penalty: 5572.479492
	Iteration 36Q: 3 clusters Score -1.065573e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -10655774.000000 Penalty: 5572.479492
	Iteration 37Q: 3 clusters Score -1.065577e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -10655784.000000 Penalty: 5572.479492
	Iteration 38Q: 3 clusters Score -1.065578e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -10655829.000000 Penalty: 5572.479492
	Iteration 39Q: 3 clusters Score -1.065583e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -10655835.000000 Penalty: 5572.479492
	Iteration 40F: 3 clusters Score -1.065584e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -10655870.000000 Penalty: 5572.479492
	Iteration 41Q: 3 clusters Score -1.065587e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -10655891.000000 Penalty: 5572.479492
	Iteration 42Q: 3 clusters Score -1.065589e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -10655910.000000 Penalty: 5572.479492
	Iteration 43Q: 3 clusters Score -1.065591e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -10655945.000000 Penalty: 5572.479492
	Iteration 44Q: 3 clusters Score -1.065594e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -10656017.000000 Penalty: 5572.479492
	Iteration 45Q: 3 clusters Score -1.065602e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -10656120.000000 Penalty: 5572.479492
	Iteration 46Q: 3 clusters Score -1.065612e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -10656228.000000 Penalty: 5572.479492
	Iteration 47Q: 3 clusters Score -1.065623e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -10656355.000000 Penalty: 5572.479492
	Iteration 48Q: 3 clusters Score -1.065636e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10656476.000000 Penalty: 5572.479492
	Iteration 49Q: 3 clusters Score -1.065648e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -10656555.000000 Penalty: 5572.479492
	Iteration 50Q: 3 clusters Score -1.065656e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -10656735.000000 Penalty: 5572.479492
	Iteration 51Q: 3 clusters Score -1.065674e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -10656927.000000 Penalty: 5572.479492
	Iteration 52Q: 3 clusters Score -1.065693e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -10657102.000000 Penalty: 5572.479492
	Iteration 53Q: 3 clusters Score -1.06571e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -10657343.000000 Penalty: 5572.479492
	Iteration 54Q: 3 clusters Score -1.065734e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -10657552.000000 Penalty: 5572.479492
	Iteration 55Q: 3 clusters Score -1.065755e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -10657813.000000 Penalty: 5572.479492
	Iteration 56Q: 3 clusters Score -1.065781e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -10658062.000000 Penalty: 5572.479492
	Iteration 57Q: 3 clusters Score -1.065806e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -10658372.000000 Penalty: 5572.479492
	Iteration 58Q: 3 clusters Score -1.065837e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -10658674.000000 Penalty: 5572.479492
	Iteration 59Q: 3 clusters Score -1.065867e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -10659043.000000 Penalty: 5572.479492
	Iteration 60F: 3 clusters Score -1.065904e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -10659556.000000 Penalty: 5572.479492
	Iteration 61Q: 3 clusters Score -1.065956e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -10659997.000000 Penalty: 5572.479492
	Iteration 62Q: 3 clusters Score -1.066e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -10660510.000000 Penalty: 5572.479492
	Iteration 63Q: 3 clusters Score -1.066051e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -10661075.000000 Penalty: 5572.479492
	Iteration 64Q: 3 clusters Score -1.066108e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 66239 members 
Entering Unmasked Estep 
Score: -10661635.000000 Penalty: 5572.479492
	Iteration 65Q: 3 clusters Score -1.066164e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -10662182.000000 Penalty: 5572.479492
	Iteration 66Q: 3 clusters Score -1.066218e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -10662799.000000 Penalty: 5572.479492
	Iteration 67Q: 3 clusters Score -1.06628e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -10663285.000000 Penalty: 5572.479492
	Iteration 68Q: 3 clusters Score -1.066328e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -10663728.000000 Penalty: 5572.479492
	Iteration 69Q: 3 clusters Score -1.066373e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 70956 members 
Entering Unmasked Estep 
Score: -10664087.000000 Penalty: 5572.479492
	Iteration 70Q: 3 clusters Score -1.066409e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 71621 members 
Entering Unmasked Estep 
Score: -10664404.000000 Penalty: 5572.479492
	Iteration 71Q: 3 clusters Score -1.06644e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -10664624.000000 Penalty: 5572.479492
	Iteration 72Q: 3 clusters Score -1.066462e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 72676 members 
Entering Unmasked Estep 
Score: -10664838.000000 Penalty: 5572.479492
	Iteration 73Q: 3 clusters Score -1.066484e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -10665029.000000 Penalty: 5572.479492
	Iteration 74Q: 3 clusters Score -1.066503e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -10665206.000000 Penalty: 5572.479492
	Iteration 75Q: 3 clusters Score -1.066521e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -10665308.000000 Penalty: 5572.479492
	Iteration 76Q: 3 clusters Score -1.066531e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -10665392.000000 Penalty: 5572.479492
	Iteration 77Q: 3 clusters Score -1.066539e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -10665447.000000 Penalty: 5572.479492
	Iteration 78Q: 3 clusters Score -1.066545e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -10665532.000000 Penalty: 5572.479492
	Iteration 79Q: 3 clusters Score -1.066553e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -10665578.000000 Penalty: 5572.479492
	Iteration 80F: 3 clusters Score -1.066558e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -10665616.000000 Penalty: 5572.479492
	Iteration 81Q: 3 clusters Score -1.066562e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 74369 members 
Entering Unmasked Estep 
Score: -10665651.000000 Penalty: 5572.479492
	Iteration 82Q: 3 clusters Score -1.066565e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 74439 members 
Entering Unmasked Estep 
Score: -10665671.000000 Penalty: 5572.479492
	Iteration 83Q: 3 clusters Score -1.066567e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -10665693.000000 Penalty: 5572.479492
	Iteration 84Q: 3 clusters Score -1.066569e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -10665706.000000 Penalty: 5572.479492
	Iteration 85Q: 3 clusters Score -1.066571e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -10665728.000000 Penalty: 5572.479492
	Iteration 86Q: 3 clusters Score -1.066573e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -10665750.000000 Penalty: 5572.479492
	Iteration 87Q: 3 clusters Score -1.066575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -10665771.000000 Penalty: 5572.479492
	Iteration 88Q: 3 clusters Score -1.066577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -10665780.000000 Penalty: 5572.479492
	Iteration 89Q: 3 clusters Score -1.066578e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 74668 members 
Entering Unmasked Estep 
Score: -10665786.000000 Penalty: 5572.479492
	Iteration 90Q: 3 clusters Score -1.066579e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -10665791.000000 Penalty: 5572.479492
	Iteration 91Q: 3 clusters Score -1.066579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -10665787.000000 Penalty: 5572.479492
	Iteration 92Q: 3 clusters Score -1.066579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -10665790.000000 Penalty: 5572.479492
	Iteration 93Q: 3 clusters Score -1.066579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -10665800.000000 Penalty: 5572.479492
	Iteration 94Q: 3 clusters Score -1.06658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -10665801.000000 Penalty: 5572.479492
	Iteration 95Q: 3 clusters Score -1.06658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 74747 members 
Entering Unmasked Estep 
Score: -10665809.000000 Penalty: 5572.479492
	Iteration 96Q: 3 clusters Score -1.066581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -10665817.000000 Penalty: 5572.479492
	Iteration 97Q: 3 clusters Score -1.066582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -10665817.000000 Penalty: 5572.479492
	Iteration 98Q: 3 clusters Score -1.066582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 74763 members 
Entering Unmasked Estep 
Score: -10665828.000000 Penalty: 5572.479492
	Iteration 99Q: 3 clusters Score -1.066583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -10665829.000000 Penalty: 5572.479492
	Iteration 100F: 3 clusters Score -1.066583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -10665830.000000 Penalty: 5572.479492
	Iteration 101Q: 3 clusters Score -1.066583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 74777 members 
Entering Unmasked Estep 
Score: -10665823.000000 Penalty: 5572.479492
	Iteration 102Q: 3 clusters Score -1.066582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -10665819.000000 Penalty: 5572.479492
	Iteration 103Q: 3 clusters Score -1.066582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -10665817.000000 Penalty: 5572.479492
	Iteration 104Q: 3 clusters Score -1.066582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -10665815.000000 Penalty: 5572.479492
	Iteration 105Q: 3 clusters Score -1.066582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -10665821.000000 Penalty: 5572.479492
	Iteration 106Q: 3 clusters Score -1.066582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -10665827.000000 Penalty: 5572.479492
	Iteration 107Q: 3 clusters Score -1.066583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -10665835.000000 Penalty: 5572.479492
	Iteration 108Q: 3 clusters Score -1.066584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 74797 members 
Entering Unmasked Estep 
Score: -10665832.000000 Penalty: 5572.479492
	Iteration 109Q: 3 clusters Score -1.066583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 74799 members 
Entering Unmasked Estep 
Score: -10665831.000000 Penalty: 5572.479492
	Iteration 110Q: 3 clusters Score -1.066583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 74800 members 
Entering Unmasked Estep 
Score: -10665831.000000 Penalty: 5572.479492
	Iteration 111Q: 3 clusters Score -1.066583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -10665836.000000 Penalty: 5572.479492
	Iteration 112Q: 3 clusters Score -1.066584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -10665833.000000 Penalty: 5572.479492
	Iteration 113Q: 3 clusters Score -1.066583e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -10665833.000000 Penalty: 5572.479492
	Iteration 114Q: 3 clusters Score -1.066583e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -10665833.000000 Penalty: 5572.479492
	Iteration 115F: 3 clusters Score -1.066583e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -61321.132812 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -61321.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59828.546875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -59828.55 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59992.628906 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -59992.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -60054.085938 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -60054.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60096.886719 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -60096.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60143.929688 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -60143.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60184.285156 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -60184.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -60237.105469 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -60237.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60284.429688 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -60284.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60444.015625 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -60444.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60580.730469 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -60580.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60783.078125 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -60783.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -60889.312500 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -60889.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -60997.191406 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -60997.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61032.523438 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -61032.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61072.035156 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -61072.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61100.312500 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -61100.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61124.796875 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -61124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61130.304688 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -61130.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61130.304688 Penalty: 3080.457520
	Iteration 18F: 3 clusters Score -61130.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Entering Unmasked Estep 
Score: -4260782.000000 Penalty: 2566.879150
	Iteration 0F: 2 clusters Score -4260782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4239387.500000 Penalty: 5133.758301
	Iteration 0F: 3 clusters Score -4239388 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4247391.500000 Penalty: 5133.758301
	Iteration 1F: 3 clusters Score -4247392 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4248636.000000 Penalty: 5133.758301
	Iteration 2F: 3 clusters Score -4248636 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4250137.000000 Penalty: 5133.758301
	Iteration 3F: 3 clusters Score -4250137 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4251853.000000 Penalty: 5133.758301
	Iteration 4F: 3 clusters Score -4251853 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -4253662.500000 Penalty: 5133.758301
	Iteration 5F: 3 clusters Score -4253662 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4255416.000000 Penalty: 5133.758301
	Iteration 6F: 3 clusters Score -4255416 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4256780.500000 Penalty: 5133.758301
	Iteration 7F: 3 clusters Score -4256780 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -4257703.000000 Penalty: 5133.758301
	Iteration 8Q: 3 clusters Score -4257703 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4258349.500000 Penalty: 5133.758301
	Iteration 9Q: 3 clusters Score -4258350 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4258853.500000 Penalty: 5133.758301
	Iteration 10Q: 3 clusters Score -4258854 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -4259274.000000 Penalty: 5133.758301
	Iteration 11Q: 3 clusters Score -4259274 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -4259580.000000 Penalty: 5133.758301
	Iteration 12Q: 3 clusters Score -4259580 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -4259898.000000 Penalty: 5133.758301
	Iteration 13Q: 3 clusters Score -4259898 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4260251.000000 Penalty: 5133.758301
	Iteration 14Q: 3 clusters Score -4260251 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4260569.000000 Penalty: 5133.758301
	Iteration 15Q: 3 clusters Score -4260569 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4260617.000000 Penalty: 5133.758301
	Iteration 16Q: 3 clusters Score -4260617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -4260636.000000 Penalty: 5133.758301
	Iteration 17Q: 3 clusters Score -4260636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -4260657.500000 Penalty: 5133.758301
	Iteration 18Q: 3 clusters Score -4260658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -4260676.500000 Penalty: 5133.758301
	Iteration 19Q: 3 clusters Score -4260676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4260676.000000 Penalty: 5133.758301
	Iteration 20F: 3 clusters Score -4260676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -4260690.000000 Penalty: 5133.758301
	Iteration 21Q: 3 clusters Score -4260690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -4260700.000000 Penalty: 5133.758301
	Iteration 22Q: 3 clusters Score -4260700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4260701.000000 Penalty: 5133.758301
	Iteration 23Q: 3 clusters Score -4260701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -4260708.500000 Penalty: 5133.758301
	Iteration 24Q: 3 clusters Score -4260708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4260712.500000 Penalty: 5133.758301
	Iteration 25Q: 3 clusters Score -4260712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4260710.000000 Penalty: 5133.758301
	Iteration 26Q: 3 clusters Score -4260710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4260721.000000 Penalty: 5133.758301
	Iteration 27Q: 3 clusters Score -4260721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4260717.000000 Penalty: 5133.758301
	Iteration 28Q: 3 clusters Score -4260717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4260718.000000 Penalty: 5133.758301
	Iteration 29Q: 3 clusters Score -4260718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -4260718.000000 Penalty: 5133.758301
	Iteration 30Q: 3 clusters Score -4260718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4260718.000000 Penalty: 5133.758301
	Iteration 31Q: 3 clusters Score -4260718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4260713.500000 Penalty: 5133.758301
	Iteration 32Q: 3 clusters Score -4260714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -4260717.000000 Penalty: 5133.758301
	Iteration 33Q: 3 clusters Score -4260717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -4260717.000000 Penalty: 5133.758301
	Iteration 34Q: 3 clusters Score -4260717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4260715.000000 Penalty: 5133.758301
	Iteration 35Q: 3 clusters Score -4260715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4260715.000000 Penalty: 5133.758301
	Iteration 36F: 3 clusters Score -4260715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Entering Unmasked Estep 
Score: -2862627.500000 Penalty: 2458.286865
	Iteration 0F: 2 clusters Score -2862628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2848639.750000 Penalty: 4916.573730
	Iteration 0F: 3 clusters Score -2848640 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2853237.000000 Penalty: 4916.573730
	Iteration 1F: 3 clusters Score -2853237 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2853625.500000 Penalty: 4916.573730
	Iteration 2F: 3 clusters Score -2853626 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2853966.750000 Penalty: 4916.573730
	Iteration 3Q: 3 clusters Score -2853967 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2854273.250000 Penalty: 4916.573730
	Iteration 4Q: 3 clusters Score -2854273 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2854576.000000 Penalty: 4916.573730
	Iteration 5Q: 3 clusters Score -2854576 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2854895.000000 Penalty: 4916.573730
	Iteration 6Q: 3 clusters Score -2854895 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2855313.750000 Penalty: 4916.573730
	Iteration 7Q: 3 clusters Score -2855314 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2855913.250000 Penalty: 4916.573730
	Iteration 8Q: 3 clusters Score -2855913 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2856695.000000 Penalty: 4916.573730
	Iteration 9F: 3 clusters Score -2856695 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2857600.000000 Penalty: 4916.573730
	Iteration 10F: 3 clusters Score -2857600 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2858487.250000 Penalty: 4916.573730
	Iteration 11F: 3 clusters Score -2858487 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2859126.750000 Penalty: 4916.573730
	Iteration 12Q: 3 clusters Score -2859127 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2859680.750000 Penalty: 4916.573730
	Iteration 13Q: 3 clusters Score -2859681 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2859992.250000 Penalty: 4916.573730
	Iteration 14Q: 3 clusters Score -2859992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2860170.750000 Penalty: 4916.573730
	Iteration 15Q: 3 clusters Score -2860171 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2860258.750000 Penalty: 4916.573730
	Iteration 16Q: 3 clusters Score -2860259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2860302.500000 Penalty: 4916.573730
	Iteration 17Q: 3 clusters Score -2860302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2860335.750000 Penalty: 4916.573730
	Iteration 18Q: 3 clusters Score -2860336 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2860373.000000 Penalty: 4916.573730
	Iteration 19Q: 3 clusters Score -2860373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2860395.750000 Penalty: 4916.573730
	Iteration 20F: 3 clusters Score -2860396 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2860420.000000 Penalty: 4916.573730
	Iteration 21Q: 3 clusters Score -2860420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2860449.250000 Penalty: 4916.573730
	Iteration 22Q: 3 clusters Score -2860449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2860480.250000 Penalty: 4916.573730
	Iteration 23Q: 3 clusters Score -2860480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2860483.250000 Penalty: 4916.573730
	Iteration 24Q: 3 clusters Score -2860483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2860494.250000 Penalty: 4916.573730
	Iteration 25Q: 3 clusters Score -2860494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2860496.500000 Penalty: 4916.573730
	Iteration 26Q: 3 clusters Score -2860496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2860500.250000 Penalty: 4916.573730
	Iteration 27Q: 3 clusters Score -2860500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2860518.250000 Penalty: 4916.573730
	Iteration 28Q: 3 clusters Score -2860518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2860536.000000 Penalty: 4916.573730
	Iteration 29Q: 3 clusters Score -2860536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2860547.000000 Penalty: 4916.573730
	Iteration 30Q: 3 clusters Score -2860547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2860566.750000 Penalty: 4916.573730
	Iteration 31Q: 3 clusters Score -2860567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2860584.250000 Penalty: 4916.573730
	Iteration 32Q: 3 clusters Score -2860584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2860596.500000 Penalty: 4916.573730
	Iteration 33Q: 3 clusters Score -2860596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2860610.250000 Penalty: 4916.573730
	Iteration 34Q: 3 clusters Score -2860610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2860623.750000 Penalty: 4916.573730
	Iteration 35Q: 3 clusters Score -2860624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2860628.500000 Penalty: 4916.573730
	Iteration 36Q: 3 clusters Score -2860628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2860629.500000 Penalty: 4916.573730
	Iteration 37Q: 3 clusters Score -2860630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2860628.750000 Penalty: 4916.573730
	Iteration 38Q: 3 clusters Score -2860629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2860631.000000 Penalty: 4916.573730
	Iteration 39Q: 3 clusters Score -2860631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2860628.000000 Penalty: 4916.573730
	Iteration 40F: 3 clusters Score -2860628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2860629.750000 Penalty: 4916.573730
	Iteration 41Q: 3 clusters Score -2860630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2860633.000000 Penalty: 4916.573730
	Iteration 42Q: 3 clusters Score -2860633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2860635.500000 Penalty: 4916.573730
	Iteration 43Q: 3 clusters Score -2860636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2860640.750000 Penalty: 4916.573730
	Iteration 44Q: 3 clusters Score -2860641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2860643.000000 Penalty: 4916.573730
	Iteration 45Q: 3 clusters Score -2860643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2860642.500000 Penalty: 4916.573730
	Iteration 46Q: 3 clusters Score -2860642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2860640.750000 Penalty: 4916.573730
	Iteration 47Q: 3 clusters Score -2860641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2860639.000000 Penalty: 4916.573730
	Iteration 48Q: 3 clusters Score -2860639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2860643.000000 Penalty: 4916.573730
	Iteration 49Q: 3 clusters Score -2860643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2860641.750000 Penalty: 4916.573730
	Iteration 50Q: 3 clusters Score -2860642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2860641.250000 Penalty: 4916.573730
	Iteration 51Q: 3 clusters Score -2860641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2860638.000000 Penalty: 4916.573730
	Iteration 52Q: 3 clusters Score -2860638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2860640.750000 Penalty: 4916.573730
	Iteration 53Q: 3 clusters Score -2860641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2860643.250000 Penalty: 4916.573730
	Iteration 54Q: 3 clusters Score -2860643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2860641.250000 Penalty: 4916.573730
	Iteration 55Q: 3 clusters Score -2860641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2860641.250000 Penalty: 4916.573730
	Iteration 56F: 3 clusters Score -2860641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Entering Unmasked Estep 
Score: -689900.875000 Penalty: 2107.354736
	Iteration 0F: 2 clusters Score -689900.9 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 2522 members 
Entering Unmasked Estep 
Score: -685414.750000 Penalty: 4214.709473
	Iteration 0F: 3 clusters Score -685414.8 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -686431.187500 Penalty: 4214.709473
	Iteration 1F: 3 clusters Score -686431.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -686643.562500 Penalty: 4214.709473
	Iteration 2F: 3 clusters Score -686643.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -686791.000000 Penalty: 4214.709473
	Iteration 3Q: 3 clusters Score -686791 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -686863.312500 Penalty: 4214.709473
	Iteration 4Q: 3 clusters Score -686863.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -686918.937500 Penalty: 4214.709473
	Iteration 5Q: 3 clusters Score -686918.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -686975.125000 Penalty: 4214.709473
	Iteration 6Q: 3 clusters Score -686975.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -687026.562500 Penalty: 4214.709473
	Iteration 7Q: 3 clusters Score -687026.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -687065.250000 Penalty: 4214.709473
	Iteration 8Q: 3 clusters Score -687065.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -687095.500000 Penalty: 4214.709473
	Iteration 9Q: 3 clusters Score -687095.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -687111.687500 Penalty: 4214.709473
	Iteration 10Q: 3 clusters Score -687111.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -687131.312500 Penalty: 4214.709473
	Iteration 11Q: 3 clusters Score -687131.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -687146.250000 Penalty: 4214.709473
	Iteration 12Q: 3 clusters Score -687146.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -687164.625000 Penalty: 4214.709473
	Iteration 13Q: 3 clusters Score -687164.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -687180.750000 Penalty: 4214.709473
	Iteration 14Q: 3 clusters Score -687180.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -687194.625000 Penalty: 4214.709473
	Iteration 15Q: 3 clusters Score -687194.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -687218.875000 Penalty: 4214.709473
	Iteration 16Q: 3 clusters Score -687218.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -687244.562500 Penalty: 4214.709473
	Iteration 17Q: 3 clusters Score -687244.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -687272.062500 Penalty: 4214.709473
	Iteration 18Q: 3 clusters Score -687272.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -687300.625000 Penalty: 4214.709473
	Iteration 19Q: 3 clusters Score -687300.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -687330.750000 Penalty: 4214.709473
	Iteration 20F: 3 clusters Score -687330.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -687357.750000 Penalty: 4214.709473
	Iteration 21Q: 3 clusters Score -687357.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -687389.937500 Penalty: 4214.709473
	Iteration 22Q: 3 clusters Score -687389.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -687432.875000 Penalty: 4214.709473
	Iteration 23Q: 3 clusters Score -687432.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -687486.625000 Penalty: 4214.709473
	Iteration 24Q: 3 clusters Score -687486.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -687543.437500 Penalty: 4214.709473
	Iteration 25Q: 3 clusters Score -687543.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -687582.375000 Penalty: 4214.709473
	Iteration 26Q: 3 clusters Score -687582.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -687623.625000 Penalty: 4214.709473
	Iteration 27Q: 3 clusters Score -687623.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -687661.812500 Penalty: 4214.709473
	Iteration 28Q: 3 clusters Score -687661.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -687694.187500 Penalty: 4214.709473
	Iteration 29Q: 3 clusters Score -687694.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -687725.187500 Penalty: 4214.709473
	Iteration 30Q: 3 clusters Score -687725.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -687760.437500 Penalty: 4214.709473
	Iteration 31Q: 3 clusters Score -687760.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -687792.125000 Penalty: 4214.709473
	Iteration 32Q: 3 clusters Score -687792.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -687816.500000 Penalty: 4214.709473
	Iteration 33Q: 3 clusters Score -687816.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -687836.812500 Penalty: 4214.709473
	Iteration 34Q: 3 clusters Score -687836.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -687857.500000 Penalty: 4214.709473
	Iteration 35Q: 3 clusters Score -687857.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -687873.062500 Penalty: 4214.709473
	Iteration 36Q: 3 clusters Score -687873.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -687890.000000 Penalty: 4214.709473
	Iteration 37Q: 3 clusters Score -687890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -687905.062500 Penalty: 4214.709473
	Iteration 38Q: 3 clusters Score -687905.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -687919.812500 Penalty: 4214.709473
	Iteration 39Q: 3 clusters Score -687919.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -687934.750000 Penalty: 4214.709473
	Iteration 40F: 3 clusters Score -687934.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -687945.500000 Penalty: 4214.709473
	Iteration 41Q: 3 clusters Score -687945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -687953.250000 Penalty: 4214.709473
	Iteration 42Q: 3 clusters Score -687953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -687957.937500 Penalty: 4214.709473
	Iteration 43Q: 3 clusters Score -687957.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -687961.250000 Penalty: 4214.709473
	Iteration 44Q: 3 clusters Score -687961.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -687970.250000 Penalty: 4214.709473
	Iteration 45Q: 3 clusters Score -687970.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -687975.687500 Penalty: 4214.709473
	Iteration 46Q: 3 clusters Score -687975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -687976.750000 Penalty: 4214.709473
	Iteration 47Q: 3 clusters Score -687976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -687981.062500 Penalty: 4214.709473
	Iteration 48Q: 3 clusters Score -687981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -687982.937500 Penalty: 4214.709473
	Iteration 49Q: 3 clusters Score -687982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -687985.062500 Penalty: 4214.709473
	Iteration 50Q: 3 clusters Score -687985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -687988.937500 Penalty: 4214.709473
	Iteration 51Q: 3 clusters Score -687988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -687989.812500 Penalty: 4214.709473
	Iteration 52Q: 3 clusters Score -687989.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -687989.812500 Penalty: 4214.709473
	Iteration 53F: 3 clusters Score -687989.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Entering Unmasked Estep 
Score: -3880242.750000 Penalty: 2533.312988
	Iteration 0F: 2 clusters Score -3880243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3861317.750000 Penalty: 5066.625977
	Iteration 0F: 3 clusters Score -3861318 nChanged 12344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3867878.750000 Penalty: 5066.625977
	Iteration 1F: 3 clusters Score -3867879 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3868289.000000 Penalty: 5066.625977
	Iteration 2Q: 3 clusters Score -3868289 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -3868636.500000 Penalty: 5066.625977
	Iteration 3Q: 3 clusters Score -3868636 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -3868944.500000 Penalty: 5066.625977
	Iteration 4Q: 3 clusters Score -3868944 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3869233.500000 Penalty: 5066.625977
	Iteration 5Q: 3 clusters Score -3869234 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3869514.750000 Penalty: 5066.625977
	Iteration 6Q: 3 clusters Score -3869515 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3869809.500000 Penalty: 5066.625977
	Iteration 7Q: 3 clusters Score -3869810 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3870134.000000 Penalty: 5066.625977
	Iteration 8Q: 3 clusters Score -3870134 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3870490.750000 Penalty: 5066.625977
	Iteration 9Q: 3 clusters Score -3870491 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3870977.250000 Penalty: 5066.625977
	Iteration 10Q: 3 clusters Score -3870977 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3871579.000000 Penalty: 5066.625977
	Iteration 11Q: 3 clusters Score -3871579 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3872241.500000 Penalty: 5066.625977
	Iteration 12Q: 3 clusters Score -3872242 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -3873098.000000 Penalty: 5066.625977
	Iteration 13Q: 3 clusters Score -3873098 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3873916.500000 Penalty: 5066.625977
	Iteration 14Q: 3 clusters Score -3873916 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3874566.500000 Penalty: 5066.625977
	Iteration 15Q: 3 clusters Score -3874566 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -3874998.000000 Penalty: 5066.625977
	Iteration 16Q: 3 clusters Score -3874998 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3875327.500000 Penalty: 5066.625977
	Iteration 17Q: 3 clusters Score -3875328 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3875530.500000 Penalty: 5066.625977
	Iteration 18Q: 3 clusters Score -3875530 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3875722.250000 Penalty: 5066.625977
	Iteration 19Q: 3 clusters Score -3875722 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -3875879.000000 Penalty: 5066.625977
	Iteration 20F: 3 clusters Score -3875879 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -3876012.250000 Penalty: 5066.625977
	Iteration 21Q: 3 clusters Score -3876012 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -3876163.250000 Penalty: 5066.625977
	Iteration 22Q: 3 clusters Score -3876163 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -3876306.500000 Penalty: 5066.625977
	Iteration 23Q: 3 clusters Score -3876306 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3876469.250000 Penalty: 5066.625977
	Iteration 24Q: 3 clusters Score -3876469 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3876604.000000 Penalty: 5066.625977
	Iteration 25Q: 3 clusters Score -3876604 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3876730.500000 Penalty: 5066.625977
	Iteration 26Q: 3 clusters Score -3876730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -3876878.500000 Penalty: 5066.625977
	Iteration 27Q: 3 clusters Score -3876878 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3877002.000000 Penalty: 5066.625977
	Iteration 28Q: 3 clusters Score -3877002 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3877135.750000 Penalty: 5066.625977
	Iteration 29Q: 3 clusters Score -3877136 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3877263.250000 Penalty: 5066.625977
	Iteration 30Q: 3 clusters Score -3877263 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3877372.000000 Penalty: 5066.625977
	Iteration 31Q: 3 clusters Score -3877372 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3877490.500000 Penalty: 5066.625977
	Iteration 32Q: 3 clusters Score -3877490 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3877607.250000 Penalty: 5066.625977
	Iteration 33Q: 3 clusters Score -3877607 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3877702.750000 Penalty: 5066.625977
	Iteration 34Q: 3 clusters Score -3877703 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3877785.250000 Penalty: 5066.625977
	Iteration 35Q: 3 clusters Score -3877785 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3877834.500000 Penalty: 5066.625977
	Iteration 36Q: 3 clusters Score -3877834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3877876.000000 Penalty: 5066.625977
	Iteration 37Q: 3 clusters Score -3877876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3877909.250000 Penalty: 5066.625977
	Iteration 38Q: 3 clusters Score -3877909 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3877942.000000 Penalty: 5066.625977
	Iteration 39Q: 3 clusters Score -3877942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3877964.500000 Penalty: 5066.625977
	Iteration 40F: 3 clusters Score -3877964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3877987.750000 Penalty: 5066.625977
	Iteration 41Q: 3 clusters Score -3877988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3877990.750000 Penalty: 5066.625977
	Iteration 42Q: 3 clusters Score -3877991 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3878010.000000 Penalty: 5066.625977
	Iteration 43Q: 3 clusters Score -3878010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3878033.750000 Penalty: 5066.625977
	Iteration 44Q: 3 clusters Score -3878034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -3878047.000000 Penalty: 5066.625977
	Iteration 45Q: 3 clusters Score -3878047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3878064.250000 Penalty: 5066.625977
	Iteration 46Q: 3 clusters Score -3878064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3878069.750000 Penalty: 5066.625977
	Iteration 47Q: 3 clusters Score -3878070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -3878075.000000 Penalty: 5066.625977
	Iteration 48Q: 3 clusters Score -3878075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -3878082.000000 Penalty: 5066.625977
	Iteration 49Q: 3 clusters Score -3878082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3878083.250000 Penalty: 5066.625977
	Iteration 50Q: 3 clusters Score -3878083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3878085.500000 Penalty: 5066.625977
	Iteration 51Q: 3 clusters Score -3878086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3878085.500000 Penalty: 5066.625977
	Iteration 52Q: 3 clusters Score -3878086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3878089.000000 Penalty: 5066.625977
	Iteration 53Q: 3 clusters Score -3878089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -3878091.000000 Penalty: 5066.625977
	Iteration 54Q: 3 clusters Score -3878091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -3878089.750000 Penalty: 5066.625977
	Iteration 55Q: 3 clusters Score -3878090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3878089.000000 Penalty: 5066.625977
	Iteration 56Q: 3 clusters Score -3878089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3878099.500000 Penalty: 5066.625977
	Iteration 57Q: 3 clusters Score -3878100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -3878102.000000 Penalty: 5066.625977
	Iteration 58Q: 3 clusters Score -3878102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3878103.750000 Penalty: 5066.625977
	Iteration 59Q: 3 clusters Score -3878104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -3878109.000000 Penalty: 5066.625977
	Iteration 60F: 3 clusters Score -3878109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3878107.500000 Penalty: 5066.625977
	Iteration 61Q: 3 clusters Score -3878108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -3878105.750000 Penalty: 5066.625977
	Iteration 62Q: 3 clusters Score -3878106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3878105.500000 Penalty: 5066.625977
	Iteration 63Q: 3 clusters Score -3878106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -3878105.500000 Penalty: 5066.625977
	Iteration 64F: 3 clusters Score -3878106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -29628.085938 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -29628.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28410.779297 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -28410.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28501.863281 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -28501.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28545.242188 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -28545.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28553.617188 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -28553.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28553.617188 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -28553.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Entering Unmasked Estep 
Score: -2208300.000000 Penalty: 2394.080566
	Iteration 0F: 2 clusters Score -2208300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2197033.250000 Penalty: 4788.161133
	Iteration 0F: 3 clusters Score -2197033 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2200591.250000 Penalty: 4788.161133
	Iteration 1F: 3 clusters Score -2200591 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2201024.500000 Penalty: 4788.161133
	Iteration 2F: 3 clusters Score -2201024 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2201373.750000 Penalty: 4788.161133
	Iteration 3F: 3 clusters Score -2201374 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2201688.250000 Penalty: 4788.161133
	Iteration 4Q: 3 clusters Score -2201688 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2202036.250000 Penalty: 4788.161133
	Iteration 5Q: 3 clusters Score -2202036 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2202417.500000 Penalty: 4788.161133
	Iteration 6Q: 3 clusters Score -2202418 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2202885.750000 Penalty: 4788.161133
	Iteration 7Q: 3 clusters Score -2202886 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2203394.000000 Penalty: 4788.161133
	Iteration 8Q: 3 clusters Score -2203394 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2203987.000000 Penalty: 4788.161133
	Iteration 9F: 3 clusters Score -2203987 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2204532.500000 Penalty: 4788.161133
	Iteration 10Q: 3 clusters Score -2204532 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2204943.500000 Penalty: 4788.161133
	Iteration 11Q: 3 clusters Score -2204944 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2205208.750000 Penalty: 4788.161133
	Iteration 12Q: 3 clusters Score -2205209 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2205371.000000 Penalty: 4788.161133
	Iteration 13Q: 3 clusters Score -2205371 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2205470.250000 Penalty: 4788.161133
	Iteration 14Q: 3 clusters Score -2205470 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2205542.250000 Penalty: 4788.161133
	Iteration 15Q: 3 clusters Score -2205542 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2205618.250000 Penalty: 4788.161133
	Iteration 16Q: 3 clusters Score -2205618 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2205684.000000 Penalty: 4788.161133
	Iteration 17Q: 3 clusters Score -2205684 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2205748.750000 Penalty: 4788.161133
	Iteration 18Q: 3 clusters Score -2205749 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2205806.750000 Penalty: 4788.161133
	Iteration 19Q: 3 clusters Score -2205807 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2205848.500000 Penalty: 4788.161133
	Iteration 20F: 3 clusters Score -2205848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2205895.250000 Penalty: 4788.161133
	Iteration 21Q: 3 clusters Score -2205895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2205937.000000 Penalty: 4788.161133
	Iteration 22Q: 3 clusters Score -2205937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2205977.500000 Penalty: 4788.161133
	Iteration 23Q: 3 clusters Score -2205978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2206001.250000 Penalty: 4788.161133
	Iteration 24Q: 3 clusters Score -2206001 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2206041.500000 Penalty: 4788.161133
	Iteration 25Q: 3 clusters Score -2206042 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2206059.000000 Penalty: 4788.161133
	Iteration 26Q: 3 clusters Score -2206059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2206075.750000 Penalty: 4788.161133
	Iteration 27Q: 3 clusters Score -2206076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2206096.750000 Penalty: 4788.161133
	Iteration 28Q: 3 clusters Score -2206097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2206108.500000 Penalty: 4788.161133
	Iteration 29Q: 3 clusters Score -2206108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2206118.250000 Penalty: 4788.161133
	Iteration 30Q: 3 clusters Score -2206118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2206121.750000 Penalty: 4788.161133
	Iteration 31Q: 3 clusters Score -2206122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2206131.000000 Penalty: 4788.161133
	Iteration 32Q: 3 clusters Score -2206131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2206132.250000 Penalty: 4788.161133
	Iteration 33Q: 3 clusters Score -2206132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2206145.500000 Penalty: 4788.161133
	Iteration 34Q: 3 clusters Score -2206146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2206151.000000 Penalty: 4788.161133
	Iteration 35Q: 3 clusters Score -2206151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2206160.750000 Penalty: 4788.161133
	Iteration 36Q: 3 clusters Score -2206161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2206171.000000 Penalty: 4788.161133
	Iteration 37Q: 3 clusters Score -2206171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2206184.000000 Penalty: 4788.161133
	Iteration 38Q: 3 clusters Score -2206184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2206181.750000 Penalty: 4788.161133
	Iteration 39Q: 3 clusters Score -2206182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2206185.750000 Penalty: 4788.161133
	Iteration 40F: 3 clusters Score -2206186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2206184.000000 Penalty: 4788.161133
	Iteration 41Q: 3 clusters Score -2206184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2206188.500000 Penalty: 4788.161133
	Iteration 42Q: 3 clusters Score -2206188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2206188.250000 Penalty: 4788.161133
	Iteration 43Q: 3 clusters Score -2206188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2206191.250000 Penalty: 4788.161133
	Iteration 44Q: 3 clusters Score -2206191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2206196.000000 Penalty: 4788.161133
	Iteration 45Q: 3 clusters Score -2206196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2206196.000000 Penalty: 4788.161133
	Iteration 46Q: 3 clusters Score -2206196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2206198.750000 Penalty: 4788.161133
	Iteration 47Q: 3 clusters Score -2206199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2206199.500000 Penalty: 4788.161133
	Iteration 48Q: 3 clusters Score -2206200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2206201.750000 Penalty: 4788.161133
	Iteration 49Q: 3 clusters Score -2206202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2206209.750000 Penalty: 4788.161133
	Iteration 50Q: 3 clusters Score -2206210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2206211.750000 Penalty: 4788.161133
	Iteration 51Q: 3 clusters Score -2206212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2206212.750000 Penalty: 4788.161133
	Iteration 52Q: 3 clusters Score -2206213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2206217.250000 Penalty: 4788.161133
	Iteration 53Q: 3 clusters Score -2206217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2206217.250000 Penalty: 4788.161133
	Iteration 54Q: 3 clusters Score -2206217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2206226.500000 Penalty: 4788.161133
	Iteration 55Q: 3 clusters Score -2206226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2206229.250000 Penalty: 4788.161133
	Iteration 56Q: 3 clusters Score -2206229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2206228.000000 Penalty: 4788.161133
	Iteration 57Q: 3 clusters Score -2206228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2206229.500000 Penalty: 4788.161133
	Iteration 58Q: 3 clusters Score -2206230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2206230.500000 Penalty: 4788.161133
	Iteration 59Q: 3 clusters Score -2206230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2206228.750000 Penalty: 4788.161133
	Iteration 60F: 3 clusters Score -2206229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -103325.171875 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -103325.2 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 426 members 
Entering Unmasked Estep 
Score: -101626.179688 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -101626.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102076.640625 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -102076.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -102347.140625 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -102347.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -102811.281250 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -102811.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -103486.718750 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -103486.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -103845.156250 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -103845.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104003.968750 Penalty: 3343.883545
	Iteration 6Q: 3 clusters Score -104004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104050.726562 Penalty: 3343.883545
	Iteration 7Q: 3 clusters Score -104050.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -104112.890625 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104133.898438 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -104133.898438 Penalty: 3343.883545
	Iteration 10F: 3 clusters Score -104133.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 75723 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31267 members 
Mstep: Class 5 contains 20180 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 154 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 101485 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165807 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 693 members 
Entering Unmasked Estep 
Score: -84935384.000000 Penalty: 69427.117188
Splitting cluster 10 changes total score from -84936280.000000 to -84935384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Entering Unmasked Estep 
Score: -263699.750000 Penalty: 1872.172485
	Iteration 0F: 2 clusters Score -263699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -261106.125000 Penalty: 3744.344971
	Iteration 0F: 3 clusters Score -261106.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -261549.984375 Penalty: 3744.344971
	Iteration 1F: 3 clusters Score -261550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261669.000000 Penalty: 3744.344971
	Iteration 2F: 3 clusters Score -261669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -261725.562500 Penalty: 3744.344971
	Iteration 3Q: 3 clusters Score -261725.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261763.312500 Penalty: 3744.344971
	Iteration 4Q: 3 clusters Score -261763.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -261783.703125 Penalty: 3744.344971
	Iteration 5Q: 3 clusters Score -261783.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -261808.703125 Penalty: 3744.344971
	Iteration 6Q: 3 clusters Score -261808.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261820.453125 Penalty: 3744.344971
	Iteration 7Q: 3 clusters Score -261820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261828.968750 Penalty: 3744.344971
	Iteration 8Q: 3 clusters Score -261829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -261834.703125 Penalty: 3744.344971
	Iteration 9Q: 3 clusters Score -261834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -261836.781250 Penalty: 3744.344971
	Iteration 10Q: 3 clusters Score -261836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261840.500000 Penalty: 3744.344971
	Iteration 11Q: 3 clusters Score -261840.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -261844.312500 Penalty: 3744.344971
	Iteration 12Q: 3 clusters Score -261844.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261845.984375 Penalty: 3744.344971
	Iteration 13Q: 3 clusters Score -261846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261847.375000 Penalty: 3744.344971
	Iteration 14Q: 3 clusters Score -261847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -261847.375000 Penalty: 3744.344971
	Iteration 15F: 3 clusters Score -261847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Entering Unmasked Estep 
Score: -1912001.375000 Penalty: 2358.406494
	Iteration 0F: 2 clusters Score -1912001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1902098.625000 Penalty: 4716.812988
	Iteration 0F: 3 clusters Score -1902099 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1905128.875000 Penalty: 4716.812988
	Iteration 1F: 3 clusters Score -1905129 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1905514.375000 Penalty: 4716.812988
	Iteration 2F: 3 clusters Score -1905514 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1905860.750000 Penalty: 4716.812988
	Iteration 3F: 3 clusters Score -1905861 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1906214.250000 Penalty: 4716.812988
	Iteration 4F: 3 clusters Score -1906214 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1906598.250000 Penalty: 4716.812988
	Iteration 5F: 3 clusters Score -1906598 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1907019.125000 Penalty: 4716.812988
	Iteration 6F: 3 clusters Score -1907019 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1907564.750000 Penalty: 4716.812988
	Iteration 7F: 3 clusters Score -1907565 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1908218.500000 Penalty: 4716.812988
	Iteration 8F: 3 clusters Score -1908218 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1908830.750000 Penalty: 4716.812988
	Iteration 9F: 3 clusters Score -1908831 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1909293.875000 Penalty: 4716.812988
	Iteration 10Q: 3 clusters Score -1909294 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1909625.125000 Penalty: 4716.812988
	Iteration 11Q: 3 clusters Score -1909625 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1909832.250000 Penalty: 4716.812988
	Iteration 12Q: 3 clusters Score -1909832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1909959.500000 Penalty: 4716.812988
	Iteration 13Q: 3 clusters Score -1909960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1910027.500000 Penalty: 4716.812988
	Iteration 14Q: 3 clusters Score -1910028 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1910058.750000 Penalty: 4716.812988
	Iteration 15Q: 3 clusters Score -1910059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1910080.625000 Penalty: 4716.812988
	Iteration 16Q: 3 clusters Score -1910081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1910091.250000 Penalty: 4716.812988
	Iteration 17Q: 3 clusters Score -1910091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1910102.250000 Penalty: 4716.812988
	Iteration 18Q: 3 clusters Score -1910102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1910109.625000 Penalty: 4716.812988
	Iteration 19Q: 3 clusters Score -1910110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1910107.875000 Penalty: 4716.812988
	Iteration 20F: 3 clusters Score -1910108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1910113.750000 Penalty: 4716.812988
	Iteration 21Q: 3 clusters Score -1910114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1910112.875000 Penalty: 4716.812988
	Iteration 22Q: 3 clusters Score -1910113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1910112.875000 Penalty: 4716.812988
	Iteration 23F: 3 clusters Score -1910113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Entering Unmasked Estep 
Score: -14263010.000000 Penalty: 2858.861084
	Iteration 0F: 2 clusters Score -1.426301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -14196410.000000 Penalty: 5717.722168
	Iteration 0F: 3 clusters Score -1.419641e+07 nChanged 47939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -14223752.000000 Penalty: 5717.722168
	Iteration 1F: 3 clusters Score -1.422375e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -14224622.000000 Penalty: 5717.722168
	Iteration 2Q: 3 clusters Score -1.422462e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -14225678.000000 Penalty: 5717.722168
	Iteration 3Q: 3 clusters Score -1.422568e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -14227068.000000 Penalty: 5717.722168
	Iteration 4Q: 3 clusters Score -1.422707e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62631 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -14229380.000000 Penalty: 5717.722168
	Iteration 5Q: 3 clusters Score -1.422938e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -14233114.000000 Penalty: 5717.722168
	Iteration 6F: 3 clusters Score -1.423311e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -14238323.000000 Penalty: 5717.722168
	Iteration 7F: 3 clusters Score -1.423832e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -14244747.000000 Penalty: 5717.722168
	Iteration 8F: 3 clusters Score -1.424475e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -14250882.000000 Penalty: 5717.722168
	Iteration 9F: 3 clusters Score -1.425088e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94183 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -14254986.000000 Penalty: 5717.722168
	Iteration 10Q: 3 clusters Score -1.425499e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -14257456.000000 Penalty: 5717.722168
	Iteration 11Q: 3 clusters Score -1.425746e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -14258889.000000 Penalty: 5717.722168
	Iteration 12Q: 3 clusters Score -1.425889e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99895 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -14259533.000000 Penalty: 5717.722168
	Iteration 13Q: 3 clusters Score -1.425953e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -14259876.000000 Penalty: 5717.722168
	Iteration 14Q: 3 clusters Score -1.425988e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14260108.000000 Penalty: 5717.722168
	Iteration 15Q: 3 clusters Score -1.426011e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14260237.000000 Penalty: 5717.722168
	Iteration 16Q: 3 clusters Score -1.426024e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100800 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -14260326.000000 Penalty: 5717.722168
	Iteration 17Q: 3 clusters Score -1.426033e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14260370.000000 Penalty: 5717.722168
	Iteration 18Q: 3 clusters Score -1.426037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14260386.000000 Penalty: 5717.722168
	Iteration 19Q: 3 clusters Score -1.426039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -14260405.000000 Penalty: 5717.722168
	Iteration 20F: 3 clusters Score -1.42604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -14260423.000000 Penalty: 5717.722168
	Iteration 21Q: 3 clusters Score -1.426042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14260441.000000 Penalty: 5717.722168
	Iteration 22Q: 3 clusters Score -1.426044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100925 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -14260446.000000 Penalty: 5717.722168
	Iteration 23Q: 3 clusters Score -1.426045e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100929 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14260450.000000 Penalty: 5717.722168
	Iteration 24Q: 3 clusters Score -1.426045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14260473.000000 Penalty: 5717.722168
	Iteration 25Q: 3 clusters Score -1.426047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14260479.000000 Penalty: 5717.722168
	Iteration 26Q: 3 clusters Score -1.426048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14260482.000000 Penalty: 5717.722168
	Iteration 27Q: 3 clusters Score -1.426048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14260506.000000 Penalty: 5717.722168
	Iteration 28Q: 3 clusters Score -1.426051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14260505.000000 Penalty: 5717.722168
	Iteration 29Q: 3 clusters Score -1.42605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14260507.000000 Penalty: 5717.722168
	Iteration 30Q: 3 clusters Score -1.426051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14260507.000000 Penalty: 5717.722168
	Iteration 31F: 3 clusters Score -1.426051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -79164.664062 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -79164.66 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 331 members 
Entering Unmasked Estep 
Score: -77493.632812 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -77493.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77687.070312 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -77687.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77744.835938 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -77744.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77784.835938 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -77784.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -77803.960938 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -77803.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -77829.875000 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -77829.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -77849.500000 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -77849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -77874.179688 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -77874.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77891.937500 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -77891.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77913.523438 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -77913.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -77938.429688 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -77938.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77976.585938 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -77976.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78012.359375 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -78012.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78043.835938 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -78043.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78058.929688 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -78058.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -78072.609375 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -78072.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -78086.726562 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -78086.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78105.835938 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -78105.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78115.179688 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -78115.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78123.218750 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -78123.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78123.218750 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -78123.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165807 members 
Entering Unmasked Estep 
Score: -23115158.000000 Penalty: 2980.607666
	Iteration 0F: 2 clusters Score -2.311516e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 83144 members 
Entering Unmasked Estep 
Score: -23007724.000000 Penalty: 5961.215332
	Iteration 0F: 3 clusters Score -2.300772e+07 nChanged 79385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -23053808.000000 Penalty: 5961.215332
	Iteration 1F: 3 clusters Score -2.305381e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 86834 members 
Entering Unmasked Estep 
Score: -23054570.000000 Penalty: 5961.215332
	Iteration 2Q: 3 clusters Score -2.305457e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 89217 members 
Entering Unmasked Estep 
Score: -23055448.000000 Penalty: 5961.215332
	Iteration 3Q: 3 clusters Score -2.305545e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -23056954.000000 Penalty: 5961.215332
	Iteration 4Q: 3 clusters Score -2.305695e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -23059556.000000 Penalty: 5961.215332
	Iteration 5Q: 3 clusters Score -2.305956e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 107349 members 
Entering Unmasked Estep 
Score: -23064678.000000 Penalty: 5961.215332
	Iteration 6F: 3 clusters Score -2.306468e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 119275 members 
Entering Unmasked Estep 
Score: -23073382.000000 Penalty: 5961.215332
	Iteration 7F: 3 clusters Score -2.307338e+07 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 133426 members 
Entering Unmasked Estep 
Score: -23085706.000000 Penalty: 5961.215332
	Iteration 8F: 3 clusters Score -2.308571e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -23098552.000000 Penalty: 5961.215332
	Iteration 9F: 3 clusters Score -2.309855e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 156390 members 
Entering Unmasked Estep 
Score: -23107388.000000 Penalty: 5961.215332
	Iteration 10F: 3 clusters Score -2.310739e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 162135 members 
Entering Unmasked Estep 
Score: -23111006.000000 Penalty: 5961.215332
	Iteration 11Q: 3 clusters Score -2.311101e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -23112006.000000 Penalty: 5961.215332
	Iteration 12Q: 3 clusters Score -2.311201e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 165343 members 
Entering Unmasked Estep 
Score: -23112338.000000 Penalty: 5961.215332
	Iteration 13Q: 3 clusters Score -2.311234e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 165543 members 
Entering Unmasked Estep 
Score: -23112500.000000 Penalty: 5961.215332
	Iteration 14Q: 3 clusters Score -2.31125e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -23112548.000000 Penalty: 5961.215332
	Iteration 15Q: 3 clusters Score -2.311255e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -23112556.000000 Penalty: 5961.215332
	Iteration 16Q: 3 clusters Score -2.311256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165613 members 
Entering Unmasked Estep 
Score: -23112562.000000 Penalty: 5961.215332
	Iteration 17Q: 3 clusters Score -2.311256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 165616 members 
Entering Unmasked Estep 
Score: -23112576.000000 Penalty: 5961.215332
	Iteration 18Q: 3 clusters Score -2.311258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165622 members 
Entering Unmasked Estep 
Score: -23112578.000000 Penalty: 5961.215332
	Iteration 19Q: 3 clusters Score -2.311258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 165627 members 
Entering Unmasked Estep 
Score: -23112586.000000 Penalty: 5961.215332
	Iteration 20F: 3 clusters Score -2.311259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -23112582.000000 Penalty: 5961.215332
	Iteration 21Q: 3 clusters Score -2.311258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 165628 members 
Entering Unmasked Estep 
Score: -23112582.000000 Penalty: 5961.215332
	Iteration 22F: 3 clusters Score -2.311258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -180509.609375 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -180509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -178389.250000 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -178389.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -178877.203125 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -178877.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -179134.984375 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -179135 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179390.750000 Penalty: 3578.394043
	Iteration 3F: 3 clusters Score -179390.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -179558.578125 Penalty: 3578.394043
	Iteration 4F: 3 clusters Score -179558.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -179662.015625 Penalty: 3578.394043
	Iteration 5Q: 3 clusters Score -179662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -179715.500000 Penalty: 3578.394043
	Iteration 6Q: 3 clusters Score -179715.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -179730.828125 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -179730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -179752.953125 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -179753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -179770.968750 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -179771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -179781.875000 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -179781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -179788.859375 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -179788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -179792.671875 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -179792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -179794.140625 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -179794.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -179794.140625 Penalty: 3578.394043
	Iteration 14F: 3 clusters Score -179794.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -368013.875000 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -368013.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -364947.000000 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -364947 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -365547.656250 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -365547.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365683.281250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -365683.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -365758.031250 Penalty: 3912.241699
	Iteration 3Q: 3 clusters Score -365758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365807.843750 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -365807.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -365853.593750 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -365853.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -365885.312500 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -365885.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -365913.875000 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -365913.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -365939.812500 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -365939.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -365956.593750 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -365956.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -365972.562500 Penalty: 3912.241699
	Iteration 10Q: 3 clusters Score -365972.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -365982.812500 Penalty: 3912.241699
	Iteration 11Q: 3 clusters Score -365982.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -365994.281250 Penalty: 3912.241699
	Iteration 12Q: 3 clusters Score -365994.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -366005.468750 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -366005.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366013.718750 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -366013.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -366021.875000 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -366021.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -366026.468750 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -366026.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -366030.593750 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -366030.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -366036.562500 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -366036.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -366044.812500 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -366044.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -366054.468750 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -366054.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366060.187500 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -366060.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -366063.125000 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -366063.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -366069.187500 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -366069.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -366072.187500 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -366072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -366075.531250 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -366075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -366077.687500 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -366077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -366080.187500 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -366080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -366081.593750 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -366081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366084.406250 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -366084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366087.531250 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -366087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366091.125000 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -366091.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -366092.281250 Penalty: 3912.241699
	Iteration 32Q: 3 clusters Score -366092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366093.718750 Penalty: 3912.241699
	Iteration 33Q: 3 clusters Score -366093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -366094.937500 Penalty: 3912.241699
	Iteration 34Q: 3 clusters Score -366094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366094.875000 Penalty: 3912.241699
	Iteration 35Q: 3 clusters Score -366094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366094.875000 Penalty: 3912.241699
	Iteration 36F: 3 clusters Score -366094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -51322.042969 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -51322.04 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 208 members 
Entering Unmasked Estep 
Score: -49908.355469 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -49908.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -50054.828125 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -50054.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50080.218750 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -50080.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50085.250000 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -50085.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50086.828125 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -50086.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50086.828125 Penalty: 2977.927979
	Iteration 5F: 3 clusters Score -50086.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -255175.859375 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -255175.9 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 935 members 
Entering Unmasked Estep 
Score: -252625.718750 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -252625.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -253041.875000 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -253041.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -253149.109375 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -253149.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -253205.968750 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -253206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -253240.734375 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -253240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -253268.203125 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -253268.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -253286.296875 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -253286.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -253295.765625 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -253295.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253304.546875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -253304.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -253319.750000 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -253319.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -253337.359375 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -253337.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -253350.156250 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -253350.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -253361.031250 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -253361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -253366.812500 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -253366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -253371.000000 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -253371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -253378.000000 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -253378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -253385.421875 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -253385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -253395.343750 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -253395.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -253403.734375 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -253403.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -253412.093750 Penalty: 3728.959717
	Iteration 19Q: 3 clusters Score -253412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -253415.734375 Penalty: 3728.959717
	Iteration 20F: 3 clusters Score -253415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253417.765625 Penalty: 3728.959717
	Iteration 21Q: 3 clusters Score -253417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253418.000000 Penalty: 3728.959717
	Iteration 22Q: 3 clusters Score -253418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -253418.000000 Penalty: 3728.959717
	Iteration 23F: 3 clusters Score -253418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30116.593750 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30116.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29026.888672 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -29026.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -29275.435547 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29275.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -29658.759766 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -29658.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -29717.175781 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29717.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -29725.878906 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29725.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -29731.039062 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -29731.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -29733.693359 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -29733.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -29733.693359 Penalty: 2765.670898
	Iteration 7F: 3 clusters Score -29733.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 75723 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31267 members 
Mstep: Class 5 contains 20180 members 
Mstep: Class 6 contains 4902 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13490 members 
Mstep: Class 13 contains 101485 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165807 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936232.000000 Penalty: 66121.062500
Iteration 159Q: 21 clusters Score -8.493623e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31262 members 
Mstep: Class 5 contains 20185 members 
Mstep: Class 6 contains 4910 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13492 members 
Mstep: Class 13 contains 101501 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165787 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936256.000000 Penalty: 66121.062500
Iteration 160F: 21 clusters Score -8.493626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149535 members 
Mstep: Class 2 contains 75702 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31260 members 
Mstep: Class 5 contains 20185 members 
Mstep: Class 6 contains 4918 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13496 members 
Mstep: Class 13 contains 101509 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165773 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936160.000000 Penalty: 66121.062500
Iteration 161Q: 21 clusters Score -8.493616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149542 members 
Mstep: Class 2 contains 75697 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31256 members 
Mstep: Class 5 contains 20184 members 
Mstep: Class 6 contains 4921 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 13501 members 
Mstep: Class 13 contains 101508 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165770 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936128.000000 Penalty: 66121.062500
Iteration 162Q: 21 clusters Score -8.493613e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 75695 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31256 members 
Mstep: Class 5 contains 20186 members 
Mstep: Class 6 contains 4924 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 101519 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165769 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936216.000000 Penalty: 66121.062500
Iteration 163Q: 21 clusters Score -8.493622e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149528 members 
Mstep: Class 2 contains 75695 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31253 members 
Mstep: Class 5 contains 20187 members 
Mstep: Class 6 contains 4927 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 101523 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165764 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936184.000000 Penalty: 66121.062500
Iteration 164Q: 21 clusters Score -8.493618e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149520 members 
Mstep: Class 2 contains 75701 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31249 members 
Mstep: Class 5 contains 20187 members 
Mstep: Class 6 contains 4930 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13504 members 
Mstep: Class 13 contains 101526 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165760 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936160.000000 Penalty: 66121.062500
Iteration 165Q: 21 clusters Score -8.493616e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149518 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31244 members 
Mstep: Class 5 contains 20190 members 
Mstep: Class 6 contains 4935 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15583 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 101531 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165751 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936144.000000 Penalty: 66121.062500
Iteration 166Q: 21 clusters Score -8.493614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149515 members 
Mstep: Class 2 contains 75703 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31241 members 
Mstep: Class 5 contains 20191 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13505 members 
Mstep: Class 13 contains 101540 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165751 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936104.000000 Penalty: 66121.062500
Iteration 167Q: 21 clusters Score -8.49361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 75702 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31240 members 
Mstep: Class 5 contains 20191 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 101548 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165742 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936152.000000 Penalty: 66121.062500
Iteration 168Q: 21 clusters Score -8.493615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 75704 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31237 members 
Mstep: Class 5 contains 20190 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13508 members 
Mstep: Class 13 contains 101547 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165738 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936104.000000 Penalty: 66121.062500
Iteration 169Q: 21 clusters Score -8.49361e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149521 members 
Mstep: Class 2 contains 75705 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31235 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101545 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165739 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936112.000000 Penalty: 66121.062500
Iteration 170Q: 21 clusters Score -8.493611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 75708 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20191 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165741 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936112.000000 Penalty: 66121.062500
Iteration 171Q: 21 clusters Score -8.493611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20190 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936168.000000 Penalty: 66121.062500
Iteration 172Q: 21 clusters Score -8.493617e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20189 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936128.000000 Penalty: 66121.062500
Iteration 173Q: 21 clusters Score -8.493613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20191 members 
Mstep: Class 6 contains 4934 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13507 members 
Mstep: Class 13 contains 101542 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936096.000000 Penalty: 66121.062500
Iteration 174Q: 21 clusters Score -8.49361e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149508 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20192 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165745 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936112.000000 Penalty: 66121.062500
Iteration 175Q: 21 clusters Score -8.493611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13508 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165743 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936048.000000 Penalty: 66121.062500
Iteration 176Q: 21 clusters Score -8.493605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149507 members 
Mstep: Class 2 contains 75716 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165741 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936024.000000 Penalty: 66121.062500
Iteration 177Q: 21 clusters Score -8.493602e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75716 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31233 members 
Mstep: Class 5 contains 20195 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15576 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165743 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936032.000000 Penalty: 66121.062500
Iteration 178Q: 21 clusters Score -8.493603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31232 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 4932 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15577 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13509 members 
Mstep: Class 13 contains 101544 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165745 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936048.000000 Penalty: 66121.062500
Iteration 179Q: 21 clusters Score -8.493605e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31231 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 101546 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165744 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936064.000000 Penalty: 66121.062500
Iteration 180F: 21 clusters Score -8.493606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31229 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101548 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165745 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936080.000000 Penalty: 66121.062500
Iteration 181Q: 21 clusters Score -8.493608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31226 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15581 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101549 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165746 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936096.000000 Penalty: 66121.062500
Iteration 182Q: 21 clusters Score -8.49361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 75709 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31226 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15584 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13510 members 
Mstep: Class 13 contains 101547 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165746 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936056.000000 Penalty: 66121.062500
Iteration 183Q: 21 clusters Score -8.493606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75710 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31225 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15582 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 13 contains 101547 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165745 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936040.000000 Penalty: 66121.062500
Iteration 184Q: 21 clusters Score -8.493604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31225 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15580 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101548 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165743 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936088.000000 Penalty: 66121.062500
Iteration 185Q: 21 clusters Score -8.493609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31225 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101553 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165741 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936096.000000 Penalty: 66121.062500
Iteration 186Q: 21 clusters Score -8.49361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75711 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31225 members 
Mstep: Class 5 contains 20193 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15578 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101557 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165740 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936104.000000 Penalty: 66121.062500
Iteration 187Q: 21 clusters Score -8.49361e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 75712 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20194 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27308 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101557 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165740 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936088.000000 Penalty: 66121.062500
Iteration 188Q: 21 clusters Score -8.493609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 75715 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20197 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15580 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101560 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165735 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936080.000000 Penalty: 66121.062500
Iteration 189Q: 21 clusters Score -8.493608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75714 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20201 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101559 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165732 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936064.000000 Penalty: 66121.062500
Iteration 190Q: 21 clusters Score -8.493606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 75716 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13512 members 
Mstep: Class 13 contains 101560 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165729 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936088.000000 Penalty: 66121.062500
Iteration 191Q: 21 clusters Score -8.493609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 75717 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13513 members 
Mstep: Class 13 contains 101560 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165726 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936112.000000 Penalty: 66121.062500
Iteration 192Q: 21 clusters Score -8.493611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149508 members 
Mstep: Class 2 contains 75717 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13514 members 
Mstep: Class 13 contains 101560 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165724 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936072.000000 Penalty: 66121.062500
Iteration 193Q: 21 clusters Score -8.493607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149504 members 
Mstep: Class 2 contains 75717 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13517 members 
Mstep: Class 13 contains 101559 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165726 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936080.000000 Penalty: 66121.062500
Iteration 194Q: 21 clusters Score -8.493608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75717 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 101558 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165725 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936080.000000 Penalty: 66121.062500
Iteration 195Q: 21 clusters Score -8.493608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 101558 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165724 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936064.000000 Penalty: 66121.062500
Iteration 196Q: 21 clusters Score -8.493606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 847 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 101558 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165724 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936064.000000 Penalty: 66121.062500
Iteration 197F: 21 clusters Score -8.493606e+07 nChanged 0
Entering ConstructFrom: 
Score: -84936064.000000 Penalty: 66121.062500
Entering ConstructFrom: 
Trying to split cluster 1 (149503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Entering Unmasked Estep 
Score: -20882266.000000 Penalty: 2954.937744
	Iteration 0F: 2 clusters Score -2.088227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -20784314.000000 Penalty: 5909.875488
	Iteration 0F: 3 clusters Score -2.078431e+07 nChanged 71522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78739 members 
Mstep: Class 2 contains 70764 members 
Entering Unmasked Estep 
Score: -20826560.000000 Penalty: 5909.875488
	Iteration 1F: 3 clusters Score -2.082656e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -20828026.000000 Penalty: 5909.875488
	Iteration 2Q: 3 clusters Score -2.082803e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84225 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -20830088.000000 Penalty: 5909.875488
	Iteration 3Q: 3 clusters Score -2.083009e+07 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -20833030.000000 Penalty: 5909.875488
	Iteration 4Q: 3 clusters Score -2.083303e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -20837832.000000 Penalty: 5909.875488
	Iteration 5F: 3 clusters Score -2.083783e+07 nChanged 10185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104627 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -20844416.000000 Penalty: 5909.875488
	Iteration 6F: 3 clusters Score -2.084442e+07 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -20853266.000000 Penalty: 5909.875488
	Iteration 7F: 3 clusters Score -2.085327e+07 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -20862466.000000 Penalty: 5909.875488
	Iteration 8F: 3 clusters Score -2.086247e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131596 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -20870250.000000 Penalty: 5909.875488
	Iteration 9F: 3 clusters Score -2.087025e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -20874546.000000 Penalty: 5909.875488
	Iteration 10Q: 3 clusters Score -2.087455e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138419 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -20876836.000000 Penalty: 5909.875488
	Iteration 11Q: 3 clusters Score -2.087684e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140168 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -20878164.000000 Penalty: 5909.875488
	Iteration 12Q: 3 clusters Score -2.087816e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -20879038.000000 Penalty: 5909.875488
	Iteration 13Q: 3 clusters Score -2.087904e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142494 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -20879456.000000 Penalty: 5909.875488
	Iteration 14Q: 3 clusters Score -2.087946e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -20879752.000000 Penalty: 5909.875488
	Iteration 15Q: 3 clusters Score -2.087975e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -20879988.000000 Penalty: 5909.875488
	Iteration 16Q: 3 clusters Score -2.087999e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -20880044.000000 Penalty: 5909.875488
	Iteration 17Q: 3 clusters Score -2.088004e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145067 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -20880068.000000 Penalty: 5909.875488
	Iteration 18Q: 3 clusters Score -2.088007e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145451 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -20880146.000000 Penalty: 5909.875488
	Iteration 19Q: 3 clusters Score -2.088015e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145781 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -20880214.000000 Penalty: 5909.875488
	Iteration 20F: 3 clusters Score -2.088021e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146069 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -20880258.000000 Penalty: 5909.875488
	Iteration 21Q: 3 clusters Score -2.088026e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146309 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -20880316.000000 Penalty: 5909.875488
	Iteration 22Q: 3 clusters Score -2.088032e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146508 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -20880320.000000 Penalty: 5909.875488
	Iteration 23Q: 3 clusters Score -2.088032e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146676 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -20880364.000000 Penalty: 5909.875488
	Iteration 24Q: 3 clusters Score -2.088036e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146823 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -20880346.000000 Penalty: 5909.875488
	Iteration 25Q: 3 clusters Score -2.088035e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20880346.000000 Penalty: 5909.875488
	Iteration 26Q: 3 clusters Score -2.088035e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -20880392.000000 Penalty: 5909.875488
	Iteration 27Q: 3 clusters Score -2.088039e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147232 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -20880392.000000 Penalty: 5909.875488
	Iteration 28Q: 3 clusters Score -2.088039e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -20880374.000000 Penalty: 5909.875488
	Iteration 29Q: 3 clusters Score -2.088037e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147424 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -20880366.000000 Penalty: 5909.875488
	Iteration 30Q: 3 clusters Score -2.088037e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147503 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -20880346.000000 Penalty: 5909.875488
	Iteration 31Q: 3 clusters Score -2.088035e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147580 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -20880358.000000 Penalty: 5909.875488
	Iteration 32Q: 3 clusters Score -2.088036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147637 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -20880382.000000 Penalty: 5909.875488
	Iteration 33Q: 3 clusters Score -2.088038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -20880392.000000 Penalty: 5909.875488
	Iteration 34Q: 3 clusters Score -2.088039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147707 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -20880408.000000 Penalty: 5909.875488
	Iteration 35Q: 3 clusters Score -2.088041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147740 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -20880432.000000 Penalty: 5909.875488
	Iteration 36Q: 3 clusters Score -2.088043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -20880432.000000 Penalty: 5909.875488
	Iteration 37Q: 3 clusters Score -2.088043e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147809 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -20880424.000000 Penalty: 5909.875488
	Iteration 38Q: 3 clusters Score -2.088042e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147843 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -20880466.000000 Penalty: 5909.875488
	Iteration 39Q: 3 clusters Score -2.088047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147879 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -20880434.000000 Penalty: 5909.875488
	Iteration 40F: 3 clusters Score -2.088043e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147907 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -20880440.000000 Penalty: 5909.875488
	Iteration 41Q: 3 clusters Score -2.088044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -20880398.000000 Penalty: 5909.875488
	Iteration 42Q: 3 clusters Score -2.08804e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147967 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -20880404.000000 Penalty: 5909.875488
	Iteration 43Q: 3 clusters Score -2.08804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147996 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -20880388.000000 Penalty: 5909.875488
	Iteration 44Q: 3 clusters Score -2.088039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148020 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -20880404.000000 Penalty: 5909.875488
	Iteration 45Q: 3 clusters Score -2.08804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20880408.000000 Penalty: 5909.875488
	Iteration 46Q: 3 clusters Score -2.088041e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -20880402.000000 Penalty: 5909.875488
	Iteration 47Q: 3 clusters Score -2.08804e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -20880398.000000 Penalty: 5909.875488
	Iteration 48Q: 3 clusters Score -2.08804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -20880386.000000 Penalty: 5909.875488
	Iteration 49Q: 3 clusters Score -2.088039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148089 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -20880378.000000 Penalty: 5909.875488
	Iteration 50Q: 3 clusters Score -2.088038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -20880364.000000 Penalty: 5909.875488
	Iteration 51Q: 3 clusters Score -2.088036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148096 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20880372.000000 Penalty: 5909.875488
	Iteration 52Q: 3 clusters Score -2.088037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148103 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -20880370.000000 Penalty: 5909.875488
	Iteration 53Q: 3 clusters Score -2.088037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148105 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -20880372.000000 Penalty: 5909.875488
	Iteration 54Q: 3 clusters Score -2.088037e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148106 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20880368.000000 Penalty: 5909.875488
	Iteration 55Q: 3 clusters Score -2.088037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148106 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20880368.000000 Penalty: 5909.875488
	Iteration 56F: 3 clusters Score -2.088037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (75718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75718 members 
Entering Unmasked Estep 
Score: -10667484.000000 Penalty: 2786.223145
	Iteration 0F: 2 clusters Score -1.066748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -10616872.000000 Penalty: 5572.446289
	Iteration 0F: 3 clusters Score -1.061687e+07 nChanged 35384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -10636887.000000 Penalty: 5572.446289
	Iteration 1F: 3 clusters Score -1.063689e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -10637789.000000 Penalty: 5572.446289
	Iteration 2Q: 3 clusters Score -1.063779e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -10638885.000000 Penalty: 5572.446289
	Iteration 3Q: 3 clusters Score -1.063888e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -10640481.000000 Penalty: 5572.446289
	Iteration 4Q: 3 clusters Score -1.064048e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -10643072.000000 Penalty: 5572.446289
	Iteration 5F: 3 clusters Score -1.064307e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -10646638.000000 Penalty: 5572.446289
	Iteration 6F: 3 clusters Score -1.064664e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -10650820.000000 Penalty: 5572.446289
	Iteration 7F: 3 clusters Score -1.065082e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -10654765.000000 Penalty: 5572.446289
	Iteration 8F: 3 clusters Score -1.065476e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -10657952.000000 Penalty: 5572.446289
	Iteration 9F: 3 clusters Score -1.065795e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68467 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -10660254.000000 Penalty: 5572.446289
	Iteration 10Q: 3 clusters Score -1.066025e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -10661925.000000 Penalty: 5572.446289
	Iteration 11Q: 3 clusters Score -1.066192e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -10663032.000000 Penalty: 5572.446289
	Iteration 12Q: 3 clusters Score -1.066303e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -10663743.000000 Penalty: 5572.446289
	Iteration 13Q: 3 clusters Score -1.066374e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73368 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10664139.000000 Penalty: 5572.446289
	Iteration 14Q: 3 clusters Score -1.066414e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73778 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10664413.000000 Penalty: 5572.446289
	Iteration 15Q: 3 clusters Score -1.066441e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -10664600.000000 Penalty: 5572.446289
	Iteration 16Q: 3 clusters Score -1.06646e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74237 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10664725.000000 Penalty: 5572.446289
	Iteration 17Q: 3 clusters Score -1.066472e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -10664843.000000 Penalty: 5572.446289
	Iteration 18Q: 3 clusters Score -1.066484e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10664937.000000 Penalty: 5572.446289
	Iteration 19Q: 3 clusters Score -1.066494e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10664991.000000 Penalty: 5572.446289
	Iteration 20F: 3 clusters Score -1.066499e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10665041.000000 Penalty: 5572.446289
	Iteration 21Q: 3 clusters Score -1.066504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10665052.000000 Penalty: 5572.446289
	Iteration 22Q: 3 clusters Score -1.066505e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10665076.000000 Penalty: 5572.446289
	Iteration 23Q: 3 clusters Score -1.066508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10665119.000000 Penalty: 5572.446289
	Iteration 24Q: 3 clusters Score -1.066512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10665118.000000 Penalty: 5572.446289
	Iteration 25Q: 3 clusters Score -1.066512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74823 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -10665125.000000 Penalty: 5572.446289
	Iteration 26Q: 3 clusters Score -1.066512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10665145.000000 Penalty: 5572.446289
	Iteration 27Q: 3 clusters Score -1.066514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10665163.000000 Penalty: 5572.446289
	Iteration 28Q: 3 clusters Score -1.066516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10665165.000000 Penalty: 5572.446289
	Iteration 29Q: 3 clusters Score -1.066516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74863 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10665175.000000 Penalty: 5572.446289
	Iteration 30Q: 3 clusters Score -1.066518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10665175.000000 Penalty: 5572.446289
	Iteration 31Q: 3 clusters Score -1.066518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10665178.000000 Penalty: 5572.446289
	Iteration 32Q: 3 clusters Score -1.066518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10665194.000000 Penalty: 5572.446289
	Iteration 33Q: 3 clusters Score -1.066519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10665190.000000 Penalty: 5572.446289
	Iteration 34Q: 3 clusters Score -1.066519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -10665202.000000 Penalty: 5572.446289
	Iteration 35Q: 3 clusters Score -1.06652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10665197.000000 Penalty: 5572.446289
	Iteration 36Q: 3 clusters Score -1.06652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10665212.000000 Penalty: 5572.446289
	Iteration 37Q: 3 clusters Score -1.066521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10665215.000000 Penalty: 5572.446289
	Iteration 38Q: 3 clusters Score -1.066522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74912 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -10665221.000000 Penalty: 5572.446289
	Iteration 39Q: 3 clusters Score -1.066522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74919 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10665224.000000 Penalty: 5572.446289
	Iteration 40F: 3 clusters Score -1.066522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10665232.000000 Penalty: 5572.446289
	Iteration 41Q: 3 clusters Score -1.066523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10665224.000000 Penalty: 5572.446289
	Iteration 42Q: 3 clusters Score -1.066522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -10665224.000000 Penalty: 5572.446289
	Iteration 43Q: 3 clusters Score -1.066522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10665230.000000 Penalty: 5572.446289
	Iteration 44Q: 3 clusters Score -1.066523e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74938 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10665237.000000 Penalty: 5572.446289
	Iteration 45Q: 3 clusters Score -1.066524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10665240.000000 Penalty: 5572.446289
	Iteration 46Q: 3 clusters Score -1.066524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74942 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10665242.000000 Penalty: 5572.446289
	Iteration 47Q: 3 clusters Score -1.066524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10665245.000000 Penalty: 5572.446289
	Iteration 48Q: 3 clusters Score -1.066524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10665245.000000 Penalty: 5572.446289
	Iteration 49F: 3 clusters Score -1.066524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -61321.132812 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -61321.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -59917.367188 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -59917.37 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60186.011719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -60186.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60284.562500 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -60284.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60375.105469 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -60375.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60444.589844 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -60444.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60524.644531 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -60524.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60560.507812 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -60560.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60572.574219 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -60572.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60592.589844 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -60592.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60613.347656 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -60613.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60628.703125 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -60628.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60630.496094 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -60630.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60630.496094 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -60630.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Entering Unmasked Estep 
Score: -4254887.000000 Penalty: 2566.537842
	Iteration 0F: 2 clusters Score -4254887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4233647.500000 Penalty: 5133.075684
	Iteration 0F: 3 clusters Score -4233648 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4241516.000000 Penalty: 5133.075684
	Iteration 1F: 3 clusters Score -4241516 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4242416.000000 Penalty: 5133.075684
	Iteration 2F: 3 clusters Score -4242416 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4243530.500000 Penalty: 5133.075684
	Iteration 3F: 3 clusters Score -4243530 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4244704.500000 Penalty: 5133.075684
	Iteration 4F: 3 clusters Score -4244704 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4245684.000000 Penalty: 5133.075684
	Iteration 5F: 3 clusters Score -4245684 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4246583.500000 Penalty: 5133.075684
	Iteration 6F: 3 clusters Score -4246584 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4247381.500000 Penalty: 5133.075684
	Iteration 7F: 3 clusters Score -4247382 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4248138.500000 Penalty: 5133.075684
	Iteration 8F: 3 clusters Score -4248138 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4248877.500000 Penalty: 5133.075684
	Iteration 9Q: 3 clusters Score -4248878 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -4249527.000000 Penalty: 5133.075684
	Iteration 10Q: 3 clusters Score -4249527 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4250027.500000 Penalty: 5133.075684
	Iteration 11Q: 3 clusters Score -4250028 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4250497.500000 Penalty: 5133.075684
	Iteration 12Q: 3 clusters Score -4250498 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -4250879.000000 Penalty: 5133.075684
	Iteration 13Q: 3 clusters Score -4250879 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4251296.500000 Penalty: 5133.075684
	Iteration 14Q: 3 clusters Score -4251296 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -4251762.500000 Penalty: 5133.075684
	Iteration 15Q: 3 clusters Score -4251762 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -4252225.000000 Penalty: 5133.075684
	Iteration 16Q: 3 clusters Score -4252225 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -4252721.000000 Penalty: 5133.075684
	Iteration 17Q: 3 clusters Score -4252721 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4253170.500000 Penalty: 5133.075684
	Iteration 18Q: 3 clusters Score -4253170 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4253488.000000 Penalty: 5133.075684
	Iteration 19Q: 3 clusters Score -4253488 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -4253745.000000 Penalty: 5133.075684
	Iteration 20F: 3 clusters Score -4253745 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -4254044.000000 Penalty: 5133.075684
	Iteration 21Q: 3 clusters Score -4254044 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -4254407.000000 Penalty: 5133.075684
	Iteration 22Q: 3 clusters Score -4254407 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4254680.000000 Penalty: 5133.075684
	Iteration 23Q: 3 clusters Score -4254680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -4254737.500000 Penalty: 5133.075684
	Iteration 24Q: 3 clusters Score -4254738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4254764.500000 Penalty: 5133.075684
	Iteration 25Q: 3 clusters Score -4254764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4254779.000000 Penalty: 5133.075684
	Iteration 26Q: 3 clusters Score -4254779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -4254787.000000 Penalty: 5133.075684
	Iteration 27Q: 3 clusters Score -4254787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4254789.500000 Penalty: 5133.075684
	Iteration 28Q: 3 clusters Score -4254790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -4254794.500000 Penalty: 5133.075684
	Iteration 29Q: 3 clusters Score -4254794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -4254794.500000 Penalty: 5133.075684
	Iteration 30Q: 3 clusters Score -4254794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -4254801.500000 Penalty: 5133.075684
	Iteration 31Q: 3 clusters Score -4254802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4254800.500000 Penalty: 5133.075684
	Iteration 32Q: 3 clusters Score -4254800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -4254811.000000 Penalty: 5133.075684
	Iteration 33Q: 3 clusters Score -4254811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -4254812.500000 Penalty: 5133.075684
	Iteration 34Q: 3 clusters Score -4254812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4254813.500000 Penalty: 5133.075684
	Iteration 35Q: 3 clusters Score -4254814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -4254812.500000 Penalty: 5133.075684
	Iteration 36Q: 3 clusters Score -4254812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4254813.500000 Penalty: 5133.075684
	Iteration 37Q: 3 clusters Score -4254814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -4254817.500000 Penalty: 5133.075684
	Iteration 38Q: 3 clusters Score -4254818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4254821.500000 Penalty: 5133.075684
	Iteration 39Q: 3 clusters Score -4254822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4254820.500000 Penalty: 5133.075684
	Iteration 40F: 3 clusters Score -4254820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4254820.000000 Penalty: 5133.075684
	Iteration 41Q: 3 clusters Score -4254820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4254826.500000 Penalty: 5133.075684
	Iteration 42Q: 3 clusters Score -4254826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4254826.500000 Penalty: 5133.075684
	Iteration 43F: 3 clusters Score -4254826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Entering Unmasked Estep 
Score: -2865419.500000 Penalty: 2458.532471
	Iteration 0F: 2 clusters Score -2865420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2851191.500000 Penalty: 4917.064941
	Iteration 0F: 3 clusters Score -2851192 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2855845.750000 Penalty: 4917.064941
	Iteration 1F: 3 clusters Score -2855846 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2856214.500000 Penalty: 4917.064941
	Iteration 2Q: 3 clusters Score -2856214 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2856563.250000 Penalty: 4917.064941
	Iteration 3Q: 3 clusters Score -2856563 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2856887.500000 Penalty: 4917.064941
	Iteration 4Q: 3 clusters Score -2856888 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2857260.250000 Penalty: 4917.064941
	Iteration 5Q: 3 clusters Score -2857260 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2857661.500000 Penalty: 4917.064941
	Iteration 6Q: 3 clusters Score -2857662 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2858145.500000 Penalty: 4917.064941
	Iteration 7Q: 3 clusters Score -2858146 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2858760.500000 Penalty: 4917.064941
	Iteration 8Q: 3 clusters Score -2858760 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2859473.500000 Penalty: 4917.064941
	Iteration 9Q: 3 clusters Score -2859474 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2860264.500000 Penalty: 4917.064941
	Iteration 10F: 3 clusters Score -2860264 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2860997.250000 Penalty: 4917.064941
	Iteration 11Q: 3 clusters Score -2860997 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2861624.250000 Penalty: 4917.064941
	Iteration 12Q: 3 clusters Score -2861624 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2862116.750000 Penalty: 4917.064941
	Iteration 13Q: 3 clusters Score -2862117 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2862486.500000 Penalty: 4917.064941
	Iteration 14Q: 3 clusters Score -2862486 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2862728.500000 Penalty: 4917.064941
	Iteration 15Q: 3 clusters Score -2862728 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2862884.750000 Penalty: 4917.064941
	Iteration 16Q: 3 clusters Score -2862885 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2862996.250000 Penalty: 4917.064941
	Iteration 17Q: 3 clusters Score -2862996 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2863079.000000 Penalty: 4917.064941
	Iteration 18Q: 3 clusters Score -2863079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2863123.000000 Penalty: 4917.064941
	Iteration 19Q: 3 clusters Score -2863123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2863152.500000 Penalty: 4917.064941
	Iteration 20F: 3 clusters Score -2863152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2863188.750000 Penalty: 4917.064941
	Iteration 21Q: 3 clusters Score -2863189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2863198.000000 Penalty: 4917.064941
	Iteration 22Q: 3 clusters Score -2863198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2863205.250000 Penalty: 4917.064941
	Iteration 23Q: 3 clusters Score -2863205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -2863209.000000 Penalty: 4917.064941
	Iteration 24Q: 3 clusters Score -2863209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2863219.750000 Penalty: 4917.064941
	Iteration 25Q: 3 clusters Score -2863220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -2863221.750000 Penalty: 4917.064941
	Iteration 26Q: 3 clusters Score -2863222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2863227.000000 Penalty: 4917.064941
	Iteration 27Q: 3 clusters Score -2863227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2863227.000000 Penalty: 4917.064941
	Iteration 28F: 3 clusters Score -2863227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Entering Unmasked Estep 
Score: -694292.125000 Penalty: 2108.918213
	Iteration 0F: 2 clusters Score -694292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -689760.812500 Penalty: 4217.836426
	Iteration 0F: 3 clusters Score -689760.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -690821.500000 Penalty: 4217.836426
	Iteration 1F: 3 clusters Score -690821.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -691036.437500 Penalty: 4217.836426
	Iteration 2F: 3 clusters Score -691036.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -691157.187500 Penalty: 4217.836426
	Iteration 3Q: 3 clusters Score -691157.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -691239.562500 Penalty: 4217.836426
	Iteration 4Q: 3 clusters Score -691239.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -691307.562500 Penalty: 4217.836426
	Iteration 5Q: 3 clusters Score -691307.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -691364.500000 Penalty: 4217.836426
	Iteration 6Q: 3 clusters Score -691364.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -691405.750000 Penalty: 4217.836426
	Iteration 7Q: 3 clusters Score -691405.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -691442.250000 Penalty: 4217.836426
	Iteration 8Q: 3 clusters Score -691442.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -691469.562500 Penalty: 4217.836426
	Iteration 9Q: 3 clusters Score -691469.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -691495.937500 Penalty: 4217.836426
	Iteration 10Q: 3 clusters Score -691495.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -691516.875000 Penalty: 4217.836426
	Iteration 11Q: 3 clusters Score -691516.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -691531.187500 Penalty: 4217.836426
	Iteration 12Q: 3 clusters Score -691531.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -691548.625000 Penalty: 4217.836426
	Iteration 13Q: 3 clusters Score -691548.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -691566.375000 Penalty: 4217.836426
	Iteration 14Q: 3 clusters Score -691566.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -691583.437500 Penalty: 4217.836426
	Iteration 15Q: 3 clusters Score -691583.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -691602.937500 Penalty: 4217.836426
	Iteration 16Q: 3 clusters Score -691602.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -691619.937500 Penalty: 4217.836426
	Iteration 17Q: 3 clusters Score -691619.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -691631.625000 Penalty: 4217.836426
	Iteration 18Q: 3 clusters Score -691631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -691643.750000 Penalty: 4217.836426
	Iteration 19Q: 3 clusters Score -691643.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -691658.750000 Penalty: 4217.836426
	Iteration 20F: 3 clusters Score -691658.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -691670.437500 Penalty: 4217.836426
	Iteration 21Q: 3 clusters Score -691670.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -691682.812500 Penalty: 4217.836426
	Iteration 22Q: 3 clusters Score -691682.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -691696.250000 Penalty: 4217.836426
	Iteration 23Q: 3 clusters Score -691696.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -691712.625000 Penalty: 4217.836426
	Iteration 24Q: 3 clusters Score -691712.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -691734.000000 Penalty: 4217.836426
	Iteration 25Q: 3 clusters Score -691734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -691757.062500 Penalty: 4217.836426
	Iteration 26Q: 3 clusters Score -691757.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -691783.812500 Penalty: 4217.836426
	Iteration 27Q: 3 clusters Score -691783.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -691818.687500 Penalty: 4217.836426
	Iteration 28Q: 3 clusters Score -691818.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -691857.437500 Penalty: 4217.836426
	Iteration 29Q: 3 clusters Score -691857.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -691894.625000 Penalty: 4217.836426
	Iteration 30Q: 3 clusters Score -691894.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -691934.312500 Penalty: 4217.836426
	Iteration 31Q: 3 clusters Score -691934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -691988.812500 Penalty: 4217.836426
	Iteration 32Q: 3 clusters Score -691988.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -692038.812500 Penalty: 4217.836426
	Iteration 33Q: 3 clusters Score -692038.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -692076.687500 Penalty: 4217.836426
	Iteration 34Q: 3 clusters Score -692076.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -692107.875000 Penalty: 4217.836426
	Iteration 35Q: 3 clusters Score -692107.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -692134.187500 Penalty: 4217.836426
	Iteration 36Q: 3 clusters Score -692134.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -692165.500000 Penalty: 4217.836426
	Iteration 37Q: 3 clusters Score -692165.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -692193.500000 Penalty: 4217.836426
	Iteration 38Q: 3 clusters Score -692193.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -692221.875000 Penalty: 4217.836426
	Iteration 39Q: 3 clusters Score -692221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -692240.312500 Penalty: 4217.836426
	Iteration 40F: 3 clusters Score -692240.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -692262.375000 Penalty: 4217.836426
	Iteration 41Q: 3 clusters Score -692262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -692286.875000 Penalty: 4217.836426
	Iteration 42Q: 3 clusters Score -692286.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -692304.625000 Penalty: 4217.836426
	Iteration 43Q: 3 clusters Score -692304.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -692319.437500 Penalty: 4217.836426
	Iteration 44Q: 3 clusters Score -692319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -692328.187500 Penalty: 4217.836426
	Iteration 45Q: 3 clusters Score -692328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -692335.250000 Penalty: 4217.836426
	Iteration 46Q: 3 clusters Score -692335.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -692343.687500 Penalty: 4217.836426
	Iteration 47Q: 3 clusters Score -692343.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -692354.562500 Penalty: 4217.836426
	Iteration 48Q: 3 clusters Score -692354.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -692362.250000 Penalty: 4217.836426
	Iteration 49Q: 3 clusters Score -692362.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -692366.000000 Penalty: 4217.836426
	Iteration 50Q: 3 clusters Score -692366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -692368.250000 Penalty: 4217.836426
	Iteration 51Q: 3 clusters Score -692368.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -692370.687500 Penalty: 4217.836426
	Iteration 52Q: 3 clusters Score -692370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -692374.312500 Penalty: 4217.836426
	Iteration 53Q: 3 clusters Score -692374.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -692382.125000 Penalty: 4217.836426
	Iteration 54Q: 3 clusters Score -692382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -692387.687500 Penalty: 4217.836426
	Iteration 55Q: 3 clusters Score -692387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -692391.062500 Penalty: 4217.836426
	Iteration 56Q: 3 clusters Score -692391.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -692393.812500 Penalty: 4217.836426
	Iteration 57Q: 3 clusters Score -692393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -692394.625000 Penalty: 4217.836426
	Iteration 58Q: 3 clusters Score -692394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -692394.875000 Penalty: 4217.836426
	Iteration 59Q: 3 clusters Score -692394.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -692396.312500 Penalty: 4217.836426
	Iteration 60F: 3 clusters Score -692396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Entering Unmasked Estep 
Score: -3879881.000000 Penalty: 2533.285645
	Iteration 0F: 2 clusters Score -3879881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3860944.500000 Penalty: 5066.571289
	Iteration 0F: 3 clusters Score -3860944 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3867761.000000 Penalty: 5066.571289
	Iteration 1F: 3 clusters Score -3867761 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -3868273.500000 Penalty: 5066.571289
	Iteration 2Q: 3 clusters Score -3868274 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3868780.000000 Penalty: 5066.571289
	Iteration 3Q: 3 clusters Score -3868780 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3869400.250000 Penalty: 5066.571289
	Iteration 4Q: 3 clusters Score -3869400 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -3870216.750000 Penalty: 5066.571289
	Iteration 5F: 3 clusters Score -3870217 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -3871299.750000 Penalty: 5066.571289
	Iteration 6F: 3 clusters Score -3871300 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3872738.750000 Penalty: 5066.571289
	Iteration 7F: 3 clusters Score -3872739 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -3874192.000000 Penalty: 5066.571289
	Iteration 8F: 3 clusters Score -3874192 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3875291.250000 Penalty: 5066.571289
	Iteration 9Q: 3 clusters Score -3875291 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -3875808.250000 Penalty: 5066.571289
	Iteration 10Q: 3 clusters Score -3875808 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3876097.500000 Penalty: 5066.571289
	Iteration 11Q: 3 clusters Score -3876098 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3876287.000000 Penalty: 5066.571289
	Iteration 12Q: 3 clusters Score -3876287 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -3876433.500000 Penalty: 5066.571289
	Iteration 13Q: 3 clusters Score -3876434 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3876560.000000 Penalty: 5066.571289
	Iteration 14Q: 3 clusters Score -3876560 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3876649.500000 Penalty: 5066.571289
	Iteration 15Q: 3 clusters Score -3876650 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3876733.000000 Penalty: 5066.571289
	Iteration 16Q: 3 clusters Score -3876733 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3876800.250000 Penalty: 5066.571289
	Iteration 17Q: 3 clusters Score -3876800 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3876858.500000 Penalty: 5066.571289
	Iteration 18Q: 3 clusters Score -3876858 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -3876936.250000 Penalty: 5066.571289
	Iteration 19Q: 3 clusters Score -3876936 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3876999.000000 Penalty: 5066.571289
	Iteration 20F: 3 clusters Score -3876999 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3877056.000000 Penalty: 5066.571289
	Iteration 21Q: 3 clusters Score -3877056 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3877105.250000 Penalty: 5066.571289
	Iteration 22Q: 3 clusters Score -3877105 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3877139.500000 Penalty: 5066.571289
	Iteration 23Q: 3 clusters Score -3877140 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3877181.500000 Penalty: 5066.571289
	Iteration 24Q: 3 clusters Score -3877182 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3877226.000000 Penalty: 5066.571289
	Iteration 25Q: 3 clusters Score -3877226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3877269.750000 Penalty: 5066.571289
	Iteration 26Q: 3 clusters Score -3877270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3877292.750000 Penalty: 5066.571289
	Iteration 27Q: 3 clusters Score -3877293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3877314.750000 Penalty: 5066.571289
	Iteration 28Q: 3 clusters Score -3877315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3877348.500000 Penalty: 5066.571289
	Iteration 29Q: 3 clusters Score -3877348 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3877381.250000 Penalty: 5066.571289
	Iteration 30Q: 3 clusters Score -3877381 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3877404.750000 Penalty: 5066.571289
	Iteration 31Q: 3 clusters Score -3877405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3877437.500000 Penalty: 5066.571289
	Iteration 32Q: 3 clusters Score -3877438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3877458.000000 Penalty: 5066.571289
	Iteration 33Q: 3 clusters Score -3877458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3877474.000000 Penalty: 5066.571289
	Iteration 34Q: 3 clusters Score -3877474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3877498.000000 Penalty: 5066.571289
	Iteration 35Q: 3 clusters Score -3877498 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3877513.000000 Penalty: 5066.571289
	Iteration 36Q: 3 clusters Score -3877513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3877539.250000 Penalty: 5066.571289
	Iteration 37Q: 3 clusters Score -3877539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3877546.000000 Penalty: 5066.571289
	Iteration 38Q: 3 clusters Score -3877546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3877560.000000 Penalty: 5066.571289
	Iteration 39Q: 3 clusters Score -3877560 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3877575.000000 Penalty: 5066.571289
	Iteration 40F: 3 clusters Score -3877575 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3877594.000000 Penalty: 5066.571289
	Iteration 41Q: 3 clusters Score -3877594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3877615.250000 Penalty: 5066.571289
	Iteration 42Q: 3 clusters Score -3877615 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3877614.250000 Penalty: 5066.571289
	Iteration 43Q: 3 clusters Score -3877614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3877627.500000 Penalty: 5066.571289
	Iteration 44Q: 3 clusters Score -3877628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3877648.250000 Penalty: 5066.571289
	Iteration 45Q: 3 clusters Score -3877648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3877655.750000 Penalty: 5066.571289
	Iteration 46Q: 3 clusters Score -3877656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3877663.250000 Penalty: 5066.571289
	Iteration 47Q: 3 clusters Score -3877663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3877678.250000 Penalty: 5066.571289
	Iteration 48Q: 3 clusters Score -3877678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3877680.250000 Penalty: 5066.571289
	Iteration 49Q: 3 clusters Score -3877680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3877697.000000 Penalty: 5066.571289
	Iteration 50Q: 3 clusters Score -3877697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3877697.500000 Penalty: 5066.571289
	Iteration 51Q: 3 clusters Score -3877698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3877705.750000 Penalty: 5066.571289
	Iteration 52Q: 3 clusters Score -3877706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3877707.750000 Penalty: 5066.571289
	Iteration 53Q: 3 clusters Score -3877708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3877708.250000 Penalty: 5066.571289
	Iteration 54Q: 3 clusters Score -3877708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3877706.750000 Penalty: 5066.571289
	Iteration 55Q: 3 clusters Score -3877707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3877709.500000 Penalty: 5066.571289
	Iteration 56Q: 3 clusters Score -3877710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3877722.000000 Penalty: 5066.571289
	Iteration 57Q: 3 clusters Score -3877722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3877724.750000 Penalty: 5066.571289
	Iteration 58Q: 3 clusters Score -3877725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3877729.750000 Penalty: 5066.571289
	Iteration 59Q: 3 clusters Score -3877730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3877729.500000 Penalty: 5066.571289
	Iteration 60F: 3 clusters Score -3877730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3877733.000000 Penalty: 5066.571289
	Iteration 61Q: 3 clusters Score -3877733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3877733.000000 Penalty: 5066.571289
	Iteration 62Q: 3 clusters Score -3877733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3877730.000000 Penalty: 5066.571289
	Iteration 63Q: 3 clusters Score -3877730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3877729.750000 Penalty: 5066.571289
	Iteration 64Q: 3 clusters Score -3877730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3877729.750000 Penalty: 5066.571289
	Iteration 65F: 3 clusters Score -3877730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Entering Unmasked Estep 
Score: -29628.085938 Penalty: 1349.719604
	Iteration 0F: 2 clusters Score -29628.09 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 114 members 
Entering Unmasked Estep 
Score: -28439.992188 Penalty: 2699.439209
	Iteration 0F: 3 clusters Score -28439.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28495.126953 Penalty: 2699.439209
	Iteration 1F: 3 clusters Score -28495.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28508.244141 Penalty: 2699.439209
	Iteration 2Q: 3 clusters Score -28508.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28521.515625 Penalty: 2699.439209
	Iteration 3Q: 3 clusters Score -28521.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28521.515625 Penalty: 2699.439209
	Iteration 4F: 3 clusters Score -28521.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Entering Unmasked Estep 
Score: -2208506.500000 Penalty: 2394.112305
	Iteration 0F: 2 clusters Score -2208506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2197327.000000 Penalty: 4788.224609
	Iteration 0F: 3 clusters Score -2197327 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2200884.250000 Penalty: 4788.224609
	Iteration 1F: 3 clusters Score -2200884 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2201225.500000 Penalty: 4788.224609
	Iteration 2F: 3 clusters Score -2201226 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2201468.750000 Penalty: 4788.224609
	Iteration 3Q: 3 clusters Score -2201469 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2201674.500000 Penalty: 4788.224609
	Iteration 4Q: 3 clusters Score -2201674 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2201865.000000 Penalty: 4788.224609
	Iteration 5Q: 3 clusters Score -2201865 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2202089.000000 Penalty: 4788.224609
	Iteration 6Q: 3 clusters Score -2202089 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2202403.000000 Penalty: 4788.224609
	Iteration 7Q: 3 clusters Score -2202403 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2202793.250000 Penalty: 4788.224609
	Iteration 8Q: 3 clusters Score -2202793 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2203327.000000 Penalty: 4788.224609
	Iteration 9Q: 3 clusters Score -2203327 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2203905.000000 Penalty: 4788.224609
	Iteration 10Q: 3 clusters Score -2203905 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2204566.500000 Penalty: 4788.224609
	Iteration 11F: 3 clusters Score -2204566 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2205110.750000 Penalty: 4788.224609
	Iteration 12Q: 3 clusters Score -2205111 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2205500.250000 Penalty: 4788.224609
	Iteration 13Q: 3 clusters Score -2205500 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2205803.750000 Penalty: 4788.224609
	Iteration 14Q: 3 clusters Score -2205804 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2206045.250000 Penalty: 4788.224609
	Iteration 15Q: 3 clusters Score -2206045 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2206172.000000 Penalty: 4788.224609
	Iteration 16Q: 3 clusters Score -2206172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2206239.250000 Penalty: 4788.224609
	Iteration 17Q: 3 clusters Score -2206239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2206288.750000 Penalty: 4788.224609
	Iteration 18Q: 3 clusters Score -2206289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2206320.750000 Penalty: 4788.224609
	Iteration 19Q: 3 clusters Score -2206321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2206349.250000 Penalty: 4788.224609
	Iteration 20F: 3 clusters Score -2206349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2206380.750000 Penalty: 4788.224609
	Iteration 21Q: 3 clusters Score -2206381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2206400.500000 Penalty: 4788.224609
	Iteration 22Q: 3 clusters Score -2206400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2206410.000000 Penalty: 4788.224609
	Iteration 23Q: 3 clusters Score -2206410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2206417.500000 Penalty: 4788.224609
	Iteration 24Q: 3 clusters Score -2206418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2206426.500000 Penalty: 4788.224609
	Iteration 25Q: 3 clusters Score -2206426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2206432.750000 Penalty: 4788.224609
	Iteration 26Q: 3 clusters Score -2206433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2206436.250000 Penalty: 4788.224609
	Iteration 27Q: 3 clusters Score -2206436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2206445.000000 Penalty: 4788.224609
	Iteration 28Q: 3 clusters Score -2206445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2206450.500000 Penalty: 4788.224609
	Iteration 29Q: 3 clusters Score -2206450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2206454.250000 Penalty: 4788.224609
	Iteration 30Q: 3 clusters Score -2206454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2206459.250000 Penalty: 4788.224609
	Iteration 31Q: 3 clusters Score -2206459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2206462.000000 Penalty: 4788.224609
	Iteration 32Q: 3 clusters Score -2206462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2206462.000000 Penalty: 4788.224609
	Iteration 33F: 3 clusters Score -2206462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -103325.171875 Penalty: 1671.941772
	Iteration 0F: 2 clusters Score -103325.2 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 409 members 
Entering Unmasked Estep 
Score: -101586.085938 Penalty: 3343.883545
	Iteration 0F: 3 clusters Score -101586.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102003.742188 Penalty: 3343.883545
	Iteration 1F: 3 clusters Score -102003.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102219.726562 Penalty: 3343.883545
	Iteration 2F: 3 clusters Score -102219.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102512.984375 Penalty: 3343.883545
	Iteration 3F: 3 clusters Score -102513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -102869.390625 Penalty: 3343.883545
	Iteration 4F: 3 clusters Score -102869.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103116.070312 Penalty: 3343.883545
	Iteration 5F: 3 clusters Score -103116.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -103487.679688 Penalty: 3343.883545
	Iteration 6F: 3 clusters Score -103487.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103940.523438 Penalty: 3343.883545
	Iteration 7F: 3 clusters Score -103940.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -104092.898438 Penalty: 3343.883545
	Iteration 8Q: 3 clusters Score -104092.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -104206.835938 Penalty: 3343.883545
	Iteration 9Q: 3 clusters Score -104206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104270.546875 Penalty: 3343.883545
	Iteration 10Q: 3 clusters Score -104270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104270.546875 Penalty: 3343.883545
	Iteration 11F: 3 clusters Score -104270.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 75718 members 
Mstep: Class 3 contains 498 members 
Mstep: Class 4 contains 31224 members 
Mstep: Class 5 contains 20200 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 231 members 
Mstep: Class 9 contains 15579 members 
Mstep: Class 10 contains 145 members 
Mstep: Class 11 contains 1898 members 
Mstep: Class 12 contains 13519 members 
Mstep: Class 13 contains 101558 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 165724 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 405 members 
Mstep: Class 19 contains 1841 members 
Mstep: Class 20 contains 264 members 
Mstep: Class 21 contains 702 members 
Entering Unmasked Estep 
Score: -84935328.000000 Penalty: 69427.117188
Splitting cluster 10 changes total score from -84936064.000000 to -84935328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -263564.062500 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -263564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -261015.015625 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -261015 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -261479.281250 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -261479.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -261601.843750 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -261601.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -261661.656250 Penalty: 3744.083740
	Iteration 3Q: 3 clusters Score -261661.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -261712.687500 Penalty: 3744.083740
	Iteration 4Q: 3 clusters Score -261712.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -261733.171875 Penalty: 3744.083740
	Iteration 5Q: 3 clusters Score -261733.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -261743.187500 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -261743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -261751.062500 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -261751.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -261754.593750 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -261754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261755.390625 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -261755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261756.453125 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -261756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -261756.453125 Penalty: 3744.083740
	Iteration 11F: 3 clusters Score -261756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Entering Unmasked Estep 
Score: -1916072.875000 Penalty: 2358.939209
	Iteration 0F: 2 clusters Score -1916073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1906120.625000 Penalty: 4717.878418
	Iteration 0F: 3 clusters Score -1906121 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1909330.375000 Penalty: 4717.878418
	Iteration 1F: 3 clusters Score -1909330 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1909694.000000 Penalty: 4717.878418
	Iteration 2F: 3 clusters Score -1909694 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1910010.375000 Penalty: 4717.878418
	Iteration 3F: 3 clusters Score -1910010 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1910294.000000 Penalty: 4717.878418
	Iteration 4Q: 3 clusters Score -1910294 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1910571.000000 Penalty: 4717.878418
	Iteration 5Q: 3 clusters Score -1910571 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1910910.875000 Penalty: 4717.878418
	Iteration 6Q: 3 clusters Score -1910911 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1911331.500000 Penalty: 4717.878418
	Iteration 7Q: 3 clusters Score -1911332 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1911881.125000 Penalty: 4717.878418
	Iteration 8F: 3 clusters Score -1911881 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1912489.375000 Penalty: 4717.878418
	Iteration 9F: 3 clusters Score -1912489 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1913027.500000 Penalty: 4717.878418
	Iteration 10Q: 3 clusters Score -1913028 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1913452.500000 Penalty: 4717.878418
	Iteration 11Q: 3 clusters Score -1913452 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1913725.000000 Penalty: 4717.878418
	Iteration 12Q: 3 clusters Score -1913725 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1913885.125000 Penalty: 4717.878418
	Iteration 13Q: 3 clusters Score -1913885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1913978.500000 Penalty: 4717.878418
	Iteration 14Q: 3 clusters Score -1913978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1914030.375000 Penalty: 4717.878418
	Iteration 15Q: 3 clusters Score -1914030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1914068.750000 Penalty: 4717.878418
	Iteration 16Q: 3 clusters Score -1914069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1914097.375000 Penalty: 4717.878418
	Iteration 17Q: 3 clusters Score -1914097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1914113.750000 Penalty: 4717.878418
	Iteration 18Q: 3 clusters Score -1914114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1914128.500000 Penalty: 4717.878418
	Iteration 19Q: 3 clusters Score -1914128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1914146.500000 Penalty: 4717.878418
	Iteration 20F: 3 clusters Score -1914146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1914161.375000 Penalty: 4717.878418
	Iteration 21Q: 3 clusters Score -1914161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1914167.000000 Penalty: 4717.878418
	Iteration 22Q: 3 clusters Score -1914167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1914176.750000 Penalty: 4717.878418
	Iteration 23Q: 3 clusters Score -1914177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1914183.500000 Penalty: 4717.878418
	Iteration 24Q: 3 clusters Score -1914184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1914183.000000 Penalty: 4717.878418
	Iteration 25Q: 3 clusters Score -1914183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1914185.000000 Penalty: 4717.878418
	Iteration 26Q: 3 clusters Score -1914185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1914187.250000 Penalty: 4717.878418
	Iteration 27Q: 3 clusters Score -1914187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1914186.125000 Penalty: 4717.878418
	Iteration 28Q: 3 clusters Score -1914186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1914188.375000 Penalty: 4717.878418
	Iteration 29Q: 3 clusters Score -1914188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1914189.250000 Penalty: 4717.878418
	Iteration 30Q: 3 clusters Score -1914189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1914188.500000 Penalty: 4717.878418
	Iteration 31Q: 3 clusters Score -1914188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1914188.500000 Penalty: 4717.878418
	Iteration 32F: 3 clusters Score -1914188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101558 members 
Entering Unmasked Estep 
Score: -14273171.000000 Penalty: 2859.039551
	Iteration 0F: 2 clusters Score -1.427317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -14206485.000000 Penalty: 5718.079102
	Iteration 0F: 3 clusters Score -1.420648e+07 nChanged 47969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -14234246.000000 Penalty: 5718.079102
	Iteration 1F: 3 clusters Score -1.423425e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -14235634.000000 Penalty: 5718.079102
	Iteration 2Q: 3 clusters Score -1.423563e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -14237809.000000 Penalty: 5718.079102
	Iteration 3Q: 3 clusters Score -1.423781e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67281 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -14241276.000000 Penalty: 5718.079102
	Iteration 4F: 3 clusters Score -1.424128e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -14246881.000000 Penalty: 5718.079102
	Iteration 5F: 3 clusters Score -1.424688e+07 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -14254248.000000 Penalty: 5718.079102
	Iteration 6F: 3 clusters Score -1.425425e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90431 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -14261297.000000 Penalty: 5718.079102
	Iteration 7F: 3 clusters Score -1.42613e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95741 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -14265989.000000 Penalty: 5718.079102
	Iteration 8F: 3 clusters Score -1.426599e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98581 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -14268385.000000 Penalty: 5718.079102
	Iteration 9Q: 3 clusters Score -1.426838e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -14269394.000000 Penalty: 5718.079102
	Iteration 10Q: 3 clusters Score -1.426939e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100447 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -14269901.000000 Penalty: 5718.079102
	Iteration 11Q: 3 clusters Score -1.42699e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14270172.000000 Penalty: 5718.079102
	Iteration 12Q: 3 clusters Score -1.427017e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -14270360.000000 Penalty: 5718.079102
	Iteration 13Q: 3 clusters Score -1.427036e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14270458.000000 Penalty: 5718.079102
	Iteration 14Q: 3 clusters Score -1.427046e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14270544.000000 Penalty: 5718.079102
	Iteration 15Q: 3 clusters Score -1.427054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -14270573.000000 Penalty: 5718.079102
	Iteration 16Q: 3 clusters Score -1.427057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14270574.000000 Penalty: 5718.079102
	Iteration 17Q: 3 clusters Score -1.427057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101025 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14270594.000000 Penalty: 5718.079102
	Iteration 18Q: 3 clusters Score -1.427059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101031 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14270613.000000 Penalty: 5718.079102
	Iteration 19Q: 3 clusters Score -1.427061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -14270625.000000 Penalty: 5718.079102
	Iteration 20F: 3 clusters Score -1.427062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101042 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14270637.000000 Penalty: 5718.079102
	Iteration 21Q: 3 clusters Score -1.427064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101046 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14270643.000000 Penalty: 5718.079102
	Iteration 22Q: 3 clusters Score -1.427064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101047 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -14270640.000000 Penalty: 5718.079102
	Iteration 23Q: 3 clusters Score -1.427064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14270658.000000 Penalty: 5718.079102
	Iteration 24Q: 3 clusters Score -1.427066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14270668.000000 Penalty: 5718.079102
	Iteration 25Q: 3 clusters Score -1.427067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101062 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14270687.000000 Penalty: 5718.079102
	Iteration 26Q: 3 clusters Score -1.427069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101066 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14270685.000000 Penalty: 5718.079102
	Iteration 27Q: 3 clusters Score -1.427068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14270701.000000 Penalty: 5718.079102
	Iteration 28Q: 3 clusters Score -1.42707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14270702.000000 Penalty: 5718.079102
	Iteration 29Q: 3 clusters Score -1.42707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14270708.000000 Penalty: 5718.079102
	Iteration 30Q: 3 clusters Score -1.427071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14270701.000000 Penalty: 5718.079102
	Iteration 31Q: 3 clusters Score -1.42707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101068 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14270701.000000 Penalty: 5718.079102
	Iteration 32Q: 3 clusters Score -1.42707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14270711.000000 Penalty: 5718.079102
	Iteration 33Q: 3 clusters Score -1.427071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14270710.000000 Penalty: 5718.079102
	Iteration 34Q: 3 clusters Score -1.427071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101072 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14270710.000000 Penalty: 5718.079102
	Iteration 35F: 3 clusters Score -1.427071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -79164.664062 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -79164.66 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 304 members 
Entering Unmasked Estep 
Score: -77533.226562 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -77533.23 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -77790.195312 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -77790.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77878.492188 Penalty: 3198.649170
	Iteration 2F: 3 clusters Score -77878.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77943.164062 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -77943.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77969.906250 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -77969.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77995.960938 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -77995.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78018.078125 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -78018.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78034.507812 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -78034.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78040.156250 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -78040.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78044.656250 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -78044.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78052.507812 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -78052.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78057.148438 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -78057.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78061.867188 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -78061.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -78078.335938 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -78078.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78089.117188 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -78089.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78103.664062 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -78103.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78149.070312 Penalty: 3198.649170
	Iteration 16Q: 3 clusters Score -78149.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78167.828125 Penalty: 3198.649170
	Iteration 17Q: 3 clusters Score -78167.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78183.054688 Penalty: 3198.649170
	Iteration 18Q: 3 clusters Score -78183.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78204.500000 Penalty: 3198.649170
	Iteration 19Q: 3 clusters Score -78204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78222.203125 Penalty: 3198.649170
	Iteration 20F: 3 clusters Score -78222.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -78239.453125 Penalty: 3198.649170
	Iteration 21Q: 3 clusters Score -78239.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78254.718750 Penalty: 3198.649170
	Iteration 22Q: 3 clusters Score -78254.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78285.070312 Penalty: 3198.649170
	Iteration 23Q: 3 clusters Score -78285.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78305.062500 Penalty: 3198.649170
	Iteration 24Q: 3 clusters Score -78305.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78322.773438 Penalty: 3198.649170
	Iteration 25Q: 3 clusters Score -78322.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78332.765625 Penalty: 3198.649170
	Iteration 26Q: 3 clusters Score -78332.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78339.445312 Penalty: 3198.649170
	Iteration 27Q: 3 clusters Score -78339.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78354.632812 Penalty: 3198.649170
	Iteration 28Q: 3 clusters Score -78354.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -78366.195312 Penalty: 3198.649170
	Iteration 29Q: 3 clusters Score -78366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -78372.679688 Penalty: 3198.649170
	Iteration 30Q: 3 clusters Score -78372.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78380.875000 Penalty: 3198.649170
	Iteration 31Q: 3 clusters Score -78380.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -78380.875000 Penalty: 3198.649170
	Iteration 32F: 3 clusters Score -78380.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (165724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165724 members 
Entering Unmasked Estep 
Score: -23103472.000000 Penalty: 2980.483643
	Iteration 0F: 2 clusters Score -2.310347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -22996280.000000 Penalty: 5960.967285
	Iteration 0F: 3 clusters Score -2.299628e+07 nChanged 79304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 85304 members 
Entering Unmasked Estep 
Score: -23042312.000000 Penalty: 5960.967285
	Iteration 1F: 3 clusters Score -2.304231e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -23043416.000000 Penalty: 5960.967285
	Iteration 2Q: 3 clusters Score -2.304342e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -23044498.000000 Penalty: 5960.967285
	Iteration 3Q: 3 clusters Score -2.30445e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74347 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -23046390.000000 Penalty: 5960.967285
	Iteration 4Q: 3 clusters Score -2.304639e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -23049520.000000 Penalty: 5960.967285
	Iteration 5Q: 3 clusters Score -2.304952e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64426 members 
Mstep: Class 2 contains 101298 members 
Entering Unmasked Estep 
Score: -23054602.000000 Penalty: 5960.967285
	Iteration 6F: 3 clusters Score -2.30546e+07 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57286 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -23062814.000000 Penalty: 5960.967285
	Iteration 7F: 3 clusters Score -2.306281e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 115504 members 
Entering Unmasked Estep 
Score: -23072696.000000 Penalty: 5960.967285
	Iteration 8F: 3 clusters Score -2.30727e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 120722 members 
Entering Unmasked Estep 
Score: -23080566.000000 Penalty: 5960.967285
	Iteration 9F: 3 clusters Score -2.308057e+07 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -23084720.000000 Penalty: 5960.967285
	Iteration 10Q: 3 clusters Score -2.308472e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -23086918.000000 Penalty: 5960.967285
	Iteration 11Q: 3 clusters Score -2.308692e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 129910 members 
Entering Unmasked Estep 
Score: -23088690.000000 Penalty: 5960.967285
	Iteration 12Q: 3 clusters Score -2.308869e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 132821 members 
Entering Unmasked Estep 
Score: -23090544.000000 Penalty: 5960.967285
	Iteration 13Q: 3 clusters Score -2.309054e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 135615 members 
Entering Unmasked Estep 
Score: -23092656.000000 Penalty: 5960.967285
	Iteration 14Q: 3 clusters Score -2.309266e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 138308 members 
Entering Unmasked Estep 
Score: -23094558.000000 Penalty: 5960.967285
	Iteration 15Q: 3 clusters Score -2.309456e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 140833 members 
Entering Unmasked Estep 
Score: -23096548.000000 Penalty: 5960.967285
	Iteration 16Q: 3 clusters Score -2.309655e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 143222 members 
Entering Unmasked Estep 
Score: -23098454.000000 Penalty: 5960.967285
	Iteration 17Q: 3 clusters Score -2.309845e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 145295 members 
Entering Unmasked Estep 
Score: -23100188.000000 Penalty: 5960.967285
	Iteration 18Q: 3 clusters Score -2.310019e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 146955 members 
Entering Unmasked Estep 
Score: -23101506.000000 Penalty: 5960.967285
	Iteration 19Q: 3 clusters Score -2.310151e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 148401 members 
Entering Unmasked Estep 
Score: -23102434.000000 Penalty: 5960.967285
	Iteration 20F: 3 clusters Score -2.310243e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 149693 members 
Entering Unmasked Estep 
Score: -23102956.000000 Penalty: 5960.967285
	Iteration 21Q: 3 clusters Score -2.310296e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -23103272.000000 Penalty: 5960.967285
	Iteration 22Q: 3 clusters Score -2.310327e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -23103468.000000 Penalty: 5960.967285
	Iteration 23Q: 3 clusters Score -2.310347e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 152879 members 
Entering Unmasked Estep 
Score: -23103604.000000 Penalty: 5960.967285
	Iteration 24Q: 3 clusters Score -2.31036e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 153773 members 
Entering Unmasked Estep 
Score: -23103648.000000 Penalty: 5960.967285
	Iteration 25Q: 3 clusters Score -2.310365e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -23103716.000000 Penalty: 5960.967285
	Iteration 26Q: 3 clusters Score -2.310372e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 155291 members 
Entering Unmasked Estep 
Score: -23103680.000000 Penalty: 5960.967285
	Iteration 27Q: 3 clusters Score -2.310368e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 155897 members 
Entering Unmasked Estep 
Score: -23103640.000000 Penalty: 5960.967285
	Iteration 28Q: 3 clusters Score -2.310364e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 156414 members 
Entering Unmasked Estep 
Score: -23103540.000000 Penalty: 5960.967285
	Iteration 29Q: 3 clusters Score -2.310354e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -23103558.000000 Penalty: 5960.967285
	Iteration 30Q: 3 clusters Score -2.310356e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 157359 members 
Entering Unmasked Estep 
Score: -23103392.000000 Penalty: 5960.967285
	Iteration 31Q: 3 clusters Score -2.310339e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 157819 members 
Entering Unmasked Estep 
Score: -23103364.000000 Penalty: 5960.967285
	Iteration 32Q: 3 clusters Score -2.310336e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -23103318.000000 Penalty: 5960.967285
	Iteration 33Q: 3 clusters Score -2.310332e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -23103240.000000 Penalty: 5960.967285
	Iteration 34Q: 3 clusters Score -2.310324e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 159027 members 
Entering Unmasked Estep 
Score: -23103228.000000 Penalty: 5960.967285
	Iteration 35Q: 3 clusters Score -2.310323e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 159376 members 
Entering Unmasked Estep 
Score: -23103136.000000 Penalty: 5960.967285
	Iteration 36Q: 3 clusters Score -2.310314e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -23103104.000000 Penalty: 5960.967285
	Iteration 37Q: 3 clusters Score -2.31031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 159973 members 
Entering Unmasked Estep 
Score: -23103132.000000 Penalty: 5960.967285
	Iteration 38Q: 3 clusters Score -2.310313e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -23103096.000000 Penalty: 5960.967285
	Iteration 39Q: 3 clusters Score -2.31031e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 160494 members 
Entering Unmasked Estep 
Score: -23103024.000000 Penalty: 5960.967285
	Iteration 40F: 3 clusters Score -2.310302e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 160733 members 
Entering Unmasked Estep 
Score: -23102970.000000 Penalty: 5960.967285
	Iteration 41Q: 3 clusters Score -2.310297e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -23102888.000000 Penalty: 5960.967285
	Iteration 42Q: 3 clusters Score -2.310289e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 161108 members 
Entering Unmasked Estep 
Score: -23102806.000000 Penalty: 5960.967285
	Iteration 43Q: 3 clusters Score -2.310281e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 161276 members 
Entering Unmasked Estep 
Score: -23102768.000000 Penalty: 5960.967285
	Iteration 44Q: 3 clusters Score -2.310277e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 161414 members 
Entering Unmasked Estep 
Score: -23102686.000000 Penalty: 5960.967285
	Iteration 45Q: 3 clusters Score -2.310269e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 161548 members 
Entering Unmasked Estep 
Score: -23102674.000000 Penalty: 5960.967285
	Iteration 46Q: 3 clusters Score -2.310267e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 161665 members 
Entering Unmasked Estep 
Score: -23102646.000000 Penalty: 5960.967285
	Iteration 47Q: 3 clusters Score -2.310265e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -23102604.000000 Penalty: 5960.967285
	Iteration 48Q: 3 clusters Score -2.31026e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 161856 members 
Entering Unmasked Estep 
Score: -23102578.000000 Penalty: 5960.967285
	Iteration 49Q: 3 clusters Score -2.310258e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 161935 members 
Entering Unmasked Estep 
Score: -23102592.000000 Penalty: 5960.967285
	Iteration 50Q: 3 clusters Score -2.310259e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -23102590.000000 Penalty: 5960.967285
	Iteration 51Q: 3 clusters Score -2.310259e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 162084 members 
Entering Unmasked Estep 
Score: -23102570.000000 Penalty: 5960.967285
	Iteration 52Q: 3 clusters Score -2.310257e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 162153 members 
Entering Unmasked Estep 
Score: -23102562.000000 Penalty: 5960.967285
	Iteration 53Q: 3 clusters Score -2.310256e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 162219 members 
Entering Unmasked Estep 
Score: -23102498.000000 Penalty: 5960.967285
	Iteration 54Q: 3 clusters Score -2.31025e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 162262 members 
Entering Unmasked Estep 
Score: -23102526.000000 Penalty: 5960.967285
	Iteration 55Q: 3 clusters Score -2.310253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -23102486.000000 Penalty: 5960.967285
	Iteration 56Q: 3 clusters Score -2.310249e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 162351 members 
Entering Unmasked Estep 
Score: -23102480.000000 Penalty: 5960.967285
	Iteration 57Q: 3 clusters Score -2.310248e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 162398 members 
Entering Unmasked Estep 
Score: -23102440.000000 Penalty: 5960.967285
	Iteration 58Q: 3 clusters Score -2.310244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -23102458.000000 Penalty: 5960.967285
	Iteration 59Q: 3 clusters Score -2.310246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 162487 members 
Entering Unmasked Estep 
Score: -23102426.000000 Penalty: 5960.967285
	Iteration 60F: 3 clusters Score -2.310243e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 162538 members 
Entering Unmasked Estep 
Score: -23102346.000000 Penalty: 5960.967285
	Iteration 61Q: 3 clusters Score -2.310235e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -23102352.000000 Penalty: 5960.967285
	Iteration 62Q: 3 clusters Score -2.310235e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -23102340.000000 Penalty: 5960.967285
	Iteration 63Q: 3 clusters Score -2.310234e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 162641 members 
Entering Unmasked Estep 
Score: -23102350.000000 Penalty: 5960.967285
	Iteration 64Q: 3 clusters Score -2.310235e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -23102314.000000 Penalty: 5960.967285
	Iteration 65Q: 3 clusters Score -2.310231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 162712 members 
Entering Unmasked Estep 
Score: -23102342.000000 Penalty: 5960.967285
	Iteration 66Q: 3 clusters Score -2.310234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 162740 members 
Entering Unmasked Estep 
Score: -23102316.000000 Penalty: 5960.967285
	Iteration 67Q: 3 clusters Score -2.310232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -23102320.000000 Penalty: 5960.967285
	Iteration 68Q: 3 clusters Score -2.310232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -23102322.000000 Penalty: 5960.967285
	Iteration 69Q: 3 clusters Score -2.310232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 162816 members 
Entering Unmasked Estep 
Score: -23102280.000000 Penalty: 5960.967285
	Iteration 70Q: 3 clusters Score -2.310228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -23102290.000000 Penalty: 5960.967285
	Iteration 71Q: 3 clusters Score -2.310229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 162875 members 
Entering Unmasked Estep 
Score: -23102296.000000 Penalty: 5960.967285
	Iteration 72Q: 3 clusters Score -2.31023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -23102284.000000 Penalty: 5960.967285
	Iteration 73Q: 3 clusters Score -2.310228e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 162927 members 
Entering Unmasked Estep 
Score: -23102256.000000 Penalty: 5960.967285
	Iteration 74Q: 3 clusters Score -2.310226e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 162953 members 
Entering Unmasked Estep 
Score: -23102234.000000 Penalty: 5960.967285
	Iteration 75Q: 3 clusters Score -2.310223e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 162973 members 
Entering Unmasked Estep 
Score: -23102238.000000 Penalty: 5960.967285
	Iteration 76Q: 3 clusters Score -2.310224e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -23102230.000000 Penalty: 5960.967285
	Iteration 77Q: 3 clusters Score -2.310223e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 162999 members 
Entering Unmasked Estep 
Score: -23102234.000000 Penalty: 5960.967285
	Iteration 78Q: 3 clusters Score -2.310223e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 163016 members 
Entering Unmasked Estep 
Score: -23102228.000000 Penalty: 5960.967285
	Iteration 79Q: 3 clusters Score -2.310223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -23102236.000000 Penalty: 5960.967285
	Iteration 80F: 3 clusters Score -2.310224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -23102210.000000 Penalty: 5960.967285
	Iteration 81Q: 3 clusters Score -2.310221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -23102218.000000 Penalty: 5960.967285
	Iteration 82Q: 3 clusters Score -2.310222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 163072 members 
Entering Unmasked Estep 
Score: -23102218.000000 Penalty: 5960.967285
	Iteration 83Q: 3 clusters Score -2.310222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -23102196.000000 Penalty: 5960.967285
	Iteration 84Q: 3 clusters Score -2.31022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -23102196.000000 Penalty: 5960.967285
	Iteration 85Q: 3 clusters Score -2.31022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 163096 members 
Entering Unmasked Estep 
Score: -23102180.000000 Penalty: 5960.967285
	Iteration 86Q: 3 clusters Score -2.310218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 163104 members 
Entering Unmasked Estep 
Score: -23102190.000000 Penalty: 5960.967285
	Iteration 87Q: 3 clusters Score -2.310219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 163110 members 
Entering Unmasked Estep 
Score: -23102186.000000 Penalty: 5960.967285
	Iteration 88Q: 3 clusters Score -2.310219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -23102194.000000 Penalty: 5960.967285
	Iteration 89Q: 3 clusters Score -2.310219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 163117 members 
Entering Unmasked Estep 
Score: -23102188.000000 Penalty: 5960.967285
	Iteration 90Q: 3 clusters Score -2.310219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 163122 members 
Entering Unmasked Estep 
Score: -23102182.000000 Penalty: 5960.967285
	Iteration 91Q: 3 clusters Score -2.310218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -23102176.000000 Penalty: 5960.967285
	Iteration 92Q: 3 clusters Score -2.310218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 163133 members 
Entering Unmasked Estep 
Score: -23102166.000000 Penalty: 5960.967285
	Iteration 93Q: 3 clusters Score -2.310217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 163136 members 
Entering Unmasked Estep 
Score: -23102172.000000 Penalty: 5960.967285
	Iteration 94Q: 3 clusters Score -2.310217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -23102182.000000 Penalty: 5960.967285
	Iteration 95Q: 3 clusters Score -2.310218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 163142 members 
Entering Unmasked Estep 
Score: -23102172.000000 Penalty: 5960.967285
	Iteration 96Q: 3 clusters Score -2.310217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -23102150.000000 Penalty: 5960.967285
	Iteration 97Q: 3 clusters Score -2.310215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -23102136.000000 Penalty: 5960.967285
	Iteration 98Q: 3 clusters Score -2.310214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 163157 members 
Entering Unmasked Estep 
Score: -23102154.000000 Penalty: 5960.967285
	Iteration 99Q: 3 clusters Score -2.310215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 163166 members 
Entering Unmasked Estep 
Score: -23102124.000000 Penalty: 5960.967285
	Iteration 100F: 3 clusters Score -2.310212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -23102132.000000 Penalty: 5960.967285
	Iteration 101Q: 3 clusters Score -2.310213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 163180 members 
Entering Unmasked Estep 
Score: -23102130.000000 Penalty: 5960.967285
	Iteration 102Q: 3 clusters Score -2.310213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -23102128.000000 Penalty: 5960.967285
	Iteration 103Q: 3 clusters Score -2.310213e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -23102122.000000 Penalty: 5960.967285
	Iteration 104Q: 3 clusters Score -2.310212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 163203 members 
Entering Unmasked Estep 
Score: -23102088.000000 Penalty: 5960.967285
	Iteration 105Q: 3 clusters Score -2.310209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 163215 members 
Entering Unmasked Estep 
Score: -23102108.000000 Penalty: 5960.967285
	Iteration 106Q: 3 clusters Score -2.310211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 163226 members 
Entering Unmasked Estep 
Score: -23102112.000000 Penalty: 5960.967285
	Iteration 107Q: 3 clusters Score -2.310211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -23102090.000000 Penalty: 5960.967285
	Iteration 108Q: 3 clusters Score -2.310209e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 163240 members 
Entering Unmasked Estep 
Score: -23102116.000000 Penalty: 5960.967285
	Iteration 109Q: 3 clusters Score -2.310212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 163244 members 
Entering Unmasked Estep 
Score: -23102096.000000 Penalty: 5960.967285
	Iteration 110Q: 3 clusters Score -2.31021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -23102082.000000 Penalty: 5960.967285
	Iteration 111Q: 3 clusters Score -2.310208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 163249 members 
Entering Unmasked Estep 
Score: -23102088.000000 Penalty: 5960.967285
	Iteration 112Q: 3 clusters Score -2.310209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 163251 members 
Entering Unmasked Estep 
Score: -23102076.000000 Penalty: 5960.967285
	Iteration 113Q: 3 clusters Score -2.310208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 163254 members 
Entering Unmasked Estep 
Score: -23102086.000000 Penalty: 5960.967285
	Iteration 114Q: 3 clusters Score -2.310209e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -23102086.000000 Penalty: 5960.967285
	Iteration 115Q: 3 clusters Score -2.310209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 163256 members 
Entering Unmasked Estep 
Score: -23102086.000000 Penalty: 5960.967285
	Iteration 116F: 3 clusters Score -2.310209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Entering Unmasked Estep 
Score: -180509.609375 Penalty: 1789.197021
	Iteration 0F: 2 clusters Score -180509.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178310.937500 Penalty: 3578.394043
	Iteration 0F: 3 clusters Score -178310.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -178726.843750 Penalty: 3578.394043
	Iteration 1F: 3 clusters Score -178726.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178893.859375 Penalty: 3578.394043
	Iteration 2F: 3 clusters Score -178893.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -179009.828125 Penalty: 3578.394043
	Iteration 3F: 3 clusters Score -179009.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -179136.750000 Penalty: 3578.394043
	Iteration 4F: 3 clusters Score -179136.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -179264.609375 Penalty: 3578.394043
	Iteration 5F: 3 clusters Score -179264.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179401.812500 Penalty: 3578.394043
	Iteration 6F: 3 clusters Score -179401.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -179525.515625 Penalty: 3578.394043
	Iteration 7Q: 3 clusters Score -179525.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179625.140625 Penalty: 3578.394043
	Iteration 8Q: 3 clusters Score -179625.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -179686.125000 Penalty: 3578.394043
	Iteration 9Q: 3 clusters Score -179686.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -179713.843750 Penalty: 3578.394043
	Iteration 10Q: 3 clusters Score -179713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -179737.171875 Penalty: 3578.394043
	Iteration 11Q: 3 clusters Score -179737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -179761.484375 Penalty: 3578.394043
	Iteration 12Q: 3 clusters Score -179761.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -179775.453125 Penalty: 3578.394043
	Iteration 13Q: 3 clusters Score -179775.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -179780.015625 Penalty: 3578.394043
	Iteration 14Q: 3 clusters Score -179780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -179784.234375 Penalty: 3578.394043
	Iteration 15Q: 3 clusters Score -179784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -179785.812500 Penalty: 3578.394043
	Iteration 16Q: 3 clusters Score -179785.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -179786.843750 Penalty: 3578.394043
	Iteration 17Q: 3 clusters Score -179786.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -179786.843750 Penalty: 3578.394043
	Iteration 18F: 3 clusters Score -179786.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -368151.937500 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -368151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -365120.812500 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -365120.8 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -365688.156250 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -365688.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -365836.531250 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -365836.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -365907.625000 Penalty: 3912.427979
	Iteration 3Q: 3 clusters Score -365907.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -365943.062500 Penalty: 3912.427979
	Iteration 4Q: 3 clusters Score -365943.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -365970.875000 Penalty: 3912.427979
	Iteration 5Q: 3 clusters Score -365970.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -365986.968750 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -365987 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: -366000.812500 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -366000.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -366017.250000 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -366017.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -366031.125000 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -366031.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -366043.187500 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -366043.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -366054.937500 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -366054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -366066.937500 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -366066.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -366076.156250 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -366076.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -366084.781250 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -366084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -366093.687500 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -366093.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -366097.593750 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -366097.6 nChanged 6
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: -366104.937500 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -366104.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -366107.531250 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -366107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -366108.625000 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -366108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -366109.593750 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -366109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -366110.906250 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -366110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -366113.031250 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -366113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -366114.406250 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -366114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -366115.031250 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -366115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -366116.781250 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -366116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -366118.031250 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -366118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -366119.062500 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -366119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -366121.093750 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -366121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -366123.218750 Penalty: 3912.427979
	Iteration 29Q: 3 clusters Score -366123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -366124.500000 Penalty: 3912.427979
	Iteration 30Q: 3 clusters Score -366124.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -366124.500000 Penalty: 3912.427979
	Iteration 31F: 3 clusters Score -366124.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -51322.042969 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -51322.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49899.265625 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -49899.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50035.085938 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -50035.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50086.761719 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -50086.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50113.410156 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -50113.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50124.265625 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -50124.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50124.265625 Penalty: 2977.927979
	Iteration 5F: 3 clusters Score -50124.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -255175.859375 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -255175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -252640.468750 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -252640.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -253095.734375 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -253095.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -253204.062500 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -253204.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -253256.796875 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -253256.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -253290.156250 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -253290.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -253313.578125 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -253313.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -253335.671875 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -253335.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -253356.218750 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -253356.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -253371.171875 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -253371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -253387.000000 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -253387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -253394.906250 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -253394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -253400.796875 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -253400.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -253408.453125 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -253408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -253413.875000 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -253413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -253420.515625 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -253420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -253427.093750 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -253427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -253430.687500 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -253430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -253434.250000 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -253434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -253435.562500 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -253435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -253435.562500 Penalty: 3728.959717
	Iteration 19F: 3 clusters Score -253435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -30116.593750 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -30116.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28978.644531 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -28978.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29068.949219 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -29068.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29095.429688 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -29095.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29111.423828 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -29111.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29161.173828 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -29161.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29182.025391 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -29182.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29183.082031 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -29183.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29183.082031 Penalty: 2765.670898
	Iteration 7F: 3 clusters Score -29183.08 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -256163472.000000 Penalty: 71570.179688
20->21 Clusters: Score -256163472.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 30728 members 
Mstep: Class 3 contains 30753 members 
Mstep: Class 4 contains 30795 members 
Mstep: Class 5 contains 30893 members 
Mstep: Class 6 contains 30630 members 
Mstep: Class 7 contains 30794 members 
Mstep: Class 8 contains 30899 members 
Mstep: Class 9 contains 30576 members 
Mstep: Class 10 contains 30874 members 
Mstep: Class 11 contains 30704 members 
Mstep: Class 12 contains 30881 members 
Mstep: Class 13 contains 30825 members 
Mstep: Class 14 contains 30803 members 
Mstep: Class 15 contains 30897 members 
Mstep: Class 16 contains 30624 members 
Mstep: Class 17 contains 30908 members 
Mstep: Class 18 contains 30663 members 
Mstep: Class 19 contains 30651 members 
Mstep: Class 20 contains 31012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 87.830536 but Gain 3306.054688
Score: -81985888.000000 Penalty: 62815.007812
Iteration 0F: 20 clusters Score -8.198589e+07 nChanged 582125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2157 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 2123 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 44720 members 
Mstep: Class 5 contains 37899 members 
Mstep: Class 6 contains 79652 members 
Mstep: Class 7 contains 35238 members 
Mstep: Class 8 contains 18465 members 
Mstep: Class 9 contains 2526 members 
Mstep: Class 10 contains 127917 members 
Mstep: Class 11 contains 48874 members 
Mstep: Class 12 contains 12501 members 
Mstep: Class 13 contains 11938 members 
Mstep: Class 14 contains 35555 members 
Mstep: Class 15 contains 7485 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 38904 members 
Mstep: Class 19 contains 44174 members 
Mstep: Class 20 contains 16612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1392.389404 but Gain 3306.050781
Score: -83988296.000000 Penalty: 59508.957031
Iteration 1F: 19 clusters Score -8.39883e+07 nChanged 188607
Entering Unmasked Mstep 
Mstep: Class 0 contains 1789 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 32528 members 
Mstep: Class 6 contains 88379 members 
Mstep: Class 7 contains 29609 members 
Mstep: Class 8 contains 12471 members 
Mstep: Class 9 contains 1389 members 
Mstep: Class 10 contains 188802 members 
Mstep: Class 11 contains 42544 members 
Mstep: Class 12 contains 8717 members 
Mstep: Class 13 contains 8243 members 
Mstep: Class 14 contains 25386 members 
Mstep: Class 15 contains 3973 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 33920 members 
Mstep: Class 19 contains 43960 members 
Mstep: Class 20 contains 10841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1429.007080 but Gain 3306.054688
Score: -84282472.000000 Penalty: 56202.902344
Iteration 2F: 18 clusters Score -8.428247e+07 nChanged 137741
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 4 contains 54111 members 
Mstep: Class 5 contains 26288 members 
Mstep: Class 6 contains 96835 members 
Mstep: Class 7 contains 23320 members 
Mstep: Class 8 contains 7503 members 
Mstep: Class 9 contains 1444 members 
Mstep: Class 10 contains 238048 members 
Mstep: Class 11 contains 31733 members 
Mstep: Class 12 contains 5894 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 21471 members 
Mstep: Class 15 contains 2902 members 
Mstep: Class 17 contains 30878 members 
Mstep: Class 19 contains 38052 members 
Mstep: Class 20 contains 7116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84462752.000000 Penalty: 56202.902344
Iteration 3F: 18 clusters Score -8.446275e+07 nChanged 100828
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 4 contains 60767 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 113241 members 
Mstep: Class 7 contains 18798 members 
Mstep: Class 8 contains 4576 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 253746 members 
Mstep: Class 11 contains 22112 members 
Mstep: Class 12 contains 4591 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 20729 members 
Mstep: Class 15 contains 2593 members 
Mstep: Class 17 contains 29520 members 
Mstep: Class 19 contains 33392 members 
Mstep: Class 20 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2796.322510 but Gain 3306.054688
Score: -84549120.000000 Penalty: 52896.847656
Iteration 4F: 17 clusters Score -8.454912e+07 nChanged 84409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 1446 members 
Mstep: Class 4 contains 67397 members 
Mstep: Class 5 contains 19760 members 
Mstep: Class 6 contains 137605 members 
Mstep: Class 7 contains 15625 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 250303 members 
Mstep: Class 11 contains 14406 members 
Mstep: Class 12 contains 3954 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 20389 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 17 contains 30037 members 
Mstep: Class 19 contains 30514 members 
Mstep: Class 20 contains 4752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84613840.000000 Penalty: 52896.847656
Iteration 5F: 17 clusters Score -8.461384e+07 nChanged 73021
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 4 contains 72058 members 
Mstep: Class 5 contains 16597 members 
Mstep: Class 6 contains 169464 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 231503 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 3586 members 
Mstep: Class 13 contains 5106 members 
Mstep: Class 14 contains 19193 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 17 contains 30798 members 
Mstep: Class 19 contains 28767 members 
Mstep: Class 20 contains 4519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84671968.000000 Penalty: 52896.847656
Iteration 6F: 17 clusters Score -8.467197e+07 nChanged 75994
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1414 members 
Mstep: Class 4 contains 73085 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 215098 members 
Mstep: Class 7 contains 11258 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 196952 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 6119 members 
Mstep: Class 14 contains 17307 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 17 contains 31971 members 
Mstep: Class 19 contains 27705 members 
Mstep: Class 20 contains 4796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3013.614990 but Gain 3306.050781
Score: -84712784.000000 Penalty: 49590.796875
Iteration 7F: 16 clusters Score -8.471278e+07 nChanged 83493
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1409 members 
Mstep: Class 4 contains 72586 members 
Mstep: Class 5 contains 12165 members 
Mstep: Class 6 contains 262076 members 
Mstep: Class 7 contains 10237 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 157360 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 3193 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 15627 members 
Mstep: Class 15 contains 2261 members 
Mstep: Class 17 contains 34183 members 
Mstep: Class 19 contains 27382 members 
Mstep: Class 20 contains 5546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84743328.000000 Penalty: 49590.796875
Iteration 8F: 16 clusters Score -8.474333e+07 nChanged 58612
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 4 contains 72764 members 
Mstep: Class 5 contains 10755 members 
Mstep: Class 6 contains 279223 members 
Mstep: Class 7 contains 9604 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 140244 members 
Mstep: Class 11 contains 1909 members 
Mstep: Class 12 contains 3060 members 
Mstep: Class 13 contains 9486 members 
Mstep: Class 14 contains 13720 members 
Mstep: Class 15 contains 2252 members 
Mstep: Class 17 contains 36693 members 
Mstep: Class 19 contains 27306 members 
Mstep: Class 20 contains 6138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84760032.000000 Penalty: 49590.796875
Iteration 9F: 16 clusters Score -8.476003e+07 nChanged 40590
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 4 contains 73567 members 
Mstep: Class 5 contains 9337 members 
Mstep: Class 6 contains 282153 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 136512 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 12 contains 2919 members 
Mstep: Class 13 contains 11257 members 
Mstep: Class 14 contains 11715 members 
Mstep: Class 15 contains 2244 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 19 contains 27015 members 
Mstep: Class 20 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84770336.000000 Penalty: 49590.796875
Iteration 10F: 16 clusters Score -8.477034e+07 nChanged 30488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 4 contains 75052 members 
Mstep: Class 5 contains 8206 members 
Mstep: Class 6 contains 279923 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 136229 members 
Mstep: Class 11 contains 1334 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 12849 members 
Mstep: Class 14 contains 9734 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 17 contains 42561 members 
Mstep: Class 19 contains 26572 members 
Mstep: Class 20 contains 6846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84780368.000000 Penalty: 49590.796875
Iteration 11Q: 16 clusters Score -8.478037e+07 nChanged 25276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 4 contains 77325 members 
Mstep: Class 5 contains 7296 members 
Mstep: Class 6 contains 274343 members 
Mstep: Class 7 contains 8755 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 137645 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 2718 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 7898 members 
Mstep: Class 15 contains 2226 members 
Mstep: Class 17 contains 46058 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 20 contains 7174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84788552.000000 Penalty: 49590.796875
Iteration 12Q: 16 clusters Score -8.478855e+07 nChanged 22789
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 4 contains 80469 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 265972 members 
Mstep: Class 7 contains 8920 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 140012 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 13 contains 15810 members 
Mstep: Class 14 contains 6290 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 17 contains 49957 members 
Mstep: Class 19 contains 25598 members 
Mstep: Class 20 contains 7458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84798720.000000 Penalty: 49590.796875
Iteration 13Q: 16 clusters Score -8.479872e+07 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1398 members 
Mstep: Class 4 contains 83858 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 256154 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 142607 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 2560 members 
Mstep: Class 13 contains 17234 members 
Mstep: Class 14 contains 5202 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 17 contains 54012 members 
Mstep: Class 19 contains 25071 members 
Mstep: Class 20 contains 7770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84806192.000000 Penalty: 49590.796875
Iteration 14Q: 16 clusters Score -8.480619e+07 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1399 members 
Mstep: Class 4 contains 87180 members 
Mstep: Class 5 contains 5490 members 
Mstep: Class 6 contains 245219 members 
Mstep: Class 7 contains 9749 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 145392 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 2488 members 
Mstep: Class 13 contains 18641 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 17 contains 58244 members 
Mstep: Class 19 contains 24612 members 
Mstep: Class 20 contains 8059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84813136.000000 Penalty: 49590.796875
Iteration 15Q: 16 clusters Score -8.481314e+07 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 4 contains 90294 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 234798 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 147022 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 19975 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 2216 members 
Mstep: Class 17 contains 62648 members 
Mstep: Class 19 contains 24183 members 
Mstep: Class 20 contains 8503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84818176.000000 Penalty: 49590.796875
Iteration 16Q: 16 clusters Score -8.481818e+07 nChanged 17009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1401 members 
Mstep: Class 4 contains 93426 members 
Mstep: Class 5 contains 4841 members 
Mstep: Class 6 contains 224503 members 
Mstep: Class 7 contains 11163 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 147719 members 
Mstep: Class 11 contains 1233 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 17 contains 67377 members 
Mstep: Class 19 contains 23866 members 
Mstep: Class 20 contains 8994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84826056.000000 Penalty: 49590.796875
Iteration 17Q: 16 clusters Score -8.482606e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 4 contains 96516 members 
Mstep: Class 5 contains 4621 members 
Mstep: Class 6 contains 214727 members 
Mstep: Class 7 contains 11963 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 147821 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 22381 members 
Mstep: Class 14 contains 4181 members 
Mstep: Class 15 contains 2215 members 
Mstep: Class 17 contains 72218 members 
Mstep: Class 19 contains 23466 members 
Mstep: Class 20 contains 9527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84833720.000000 Penalty: 49590.796875
Iteration 18Q: 16 clusters Score -8.483372e+07 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1402 members 
Mstep: Class 4 contains 99755 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 205067 members 
Mstep: Class 7 contains 12816 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 147351 members 
Mstep: Class 11 contains 1234 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 23439 members 
Mstep: Class 14 contains 4201 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 17 contains 77343 members 
Mstep: Class 19 contains 23077 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84841856.000000 Penalty: 49590.796875
Iteration 19Q: 16 clusters Score -8.484186e+07 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1404 members 
Mstep: Class 4 contains 103098 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 196034 members 
Mstep: Class 7 contains 13701 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 146062 members 
Mstep: Class 11 contains 1228 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 24407 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 17 contains 82648 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84851200.000000 Penalty: 49590.796875
Iteration 20F: 16 clusters Score -8.48512e+07 nChanged 17111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 106237 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 186763 members 
Mstep: Class 7 contains 14635 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 144542 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 25303 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 2201 members 
Mstep: Class 17 contains 88298 members 
Mstep: Class 19 contains 22098 members 
Mstep: Class 20 contains 11043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84862368.000000 Penalty: 49590.796875
Iteration 21Q: 16 clusters Score -8.486237e+07 nChanged 17211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 109799 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 177882 members 
Mstep: Class 7 contains 15495 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 142560 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 25990 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 17 contains 94106 members 
Mstep: Class 19 contains 21422 members 
Mstep: Class 20 contains 11472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84873160.000000 Penalty: 49590.796875
Iteration 22Q: 16 clusters Score -8.487316e+07 nChanged 17318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 113046 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 170523 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 139615 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 26475 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 17 contains 100014 members 
Mstep: Class 19 contains 20688 members 
Mstep: Class 20 contains 11845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84878992.000000 Penalty: 49590.796875
Iteration 23Q: 16 clusters Score -8.487899e+07 nChanged 17709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 116079 members 
Mstep: Class 5 contains 3161 members 
Mstep: Class 6 contains 164626 members 
Mstep: Class 7 contains 16961 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 135192 members 
Mstep: Class 11 contains 1229 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 26813 members 
Mstep: Class 14 contains 6330 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 106482 members 
Mstep: Class 19 contains 19882 members 
Mstep: Class 20 contains 12202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84884168.000000 Penalty: 49590.796875
Iteration 24Q: 16 clusters Score -8.488417e+07 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 118981 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 6 contains 159407 members 
Mstep: Class 7 contains 17618 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 130003 members 
Mstep: Class 11 contains 1237 members 
Mstep: Class 12 contains 2007 members 
Mstep: Class 13 contains 27078 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 17 contains 113086 members 
Mstep: Class 19 contains 19260 members 
Mstep: Class 20 contains 12539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84888152.000000 Penalty: 49590.796875
Iteration 25Q: 16 clusters Score -8.488815e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 4 contains 121745 members 
Mstep: Class 5 contains 2643 members 
Mstep: Class 6 contains 154983 members 
Mstep: Class 7 contains 18253 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 124469 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 27205 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 119541 members 
Mstep: Class 19 contains 18707 members 
Mstep: Class 20 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3103.701172 but Gain 3306.054688
Score: -84892080.000000 Penalty: 46284.742188
Iteration 26Q: 15 clusters Score -8.489208e+07 nChanged 18545
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 4 contains 125079 members 
Mstep: Class 6 contains 151890 members 
Mstep: Class 7 contains 18984 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 119612 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 27299 members 
Mstep: Class 14 contains 7866 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 125455 members 
Mstep: Class 19 contains 18248 members 
Mstep: Class 20 contains 13321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84897520.000000 Penalty: 46284.742188
Iteration 27Q: 15 clusters Score -8.489752e+07 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 127086 members 
Mstep: Class 6 contains 149246 members 
Mstep: Class 7 contains 19787 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 114150 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 27155 members 
Mstep: Class 14 contains 8411 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 130468 members 
Mstep: Class 19 contains 17826 members 
Mstep: Class 20 contains 13626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84899800.000000 Penalty: 46284.742188
Iteration 28Q: 15 clusters Score -8.48998e+07 nChanged 15163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 128885 members 
Mstep: Class 6 contains 147444 members 
Mstep: Class 7 contains 20596 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 108920 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 26957 members 
Mstep: Class 14 contains 8894 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 17 contains 134717 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 13919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84901232.000000 Penalty: 46284.742188
Iteration 29Q: 15 clusters Score -8.490123e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 130579 members 
Mstep: Class 6 contains 146373 members 
Mstep: Class 7 contains 21366 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 104135 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 26693 members 
Mstep: Class 14 contains 9290 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 17 contains 138071 members 
Mstep: Class 19 contains 17112 members 
Mstep: Class 20 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902496.000000 Penalty: 46284.742188
Iteration 30Q: 15 clusters Score -8.49025e+07 nChanged 13601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 132101 members 
Mstep: Class 6 contains 145973 members 
Mstep: Class 7 contains 22038 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 99633 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 1970 members 
Mstep: Class 13 contains 26383 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 15 contains 2150 members 
Mstep: Class 17 contains 140724 members 
Mstep: Class 19 contains 16883 members 
Mstep: Class 20 contains 14353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84903160.000000 Penalty: 46284.742188
Iteration 31Q: 15 clusters Score -8.490316e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 133638 members 
Mstep: Class 6 contains 145826 members 
Mstep: Class 7 contains 22703 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 95572 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 26035 members 
Mstep: Class 14 contains 10075 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 17 contains 142728 members 
Mstep: Class 19 contains 16664 members 
Mstep: Class 20 contains 14543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904296.000000 Penalty: 46284.742188
Iteration 32Q: 15 clusters Score -8.49043e+07 nChanged 11517
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 135216 members 
Mstep: Class 6 contains 145803 members 
Mstep: Class 7 contains 23301 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 91918 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 25712 members 
Mstep: Class 14 contains 10452 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 17 contains 144172 members 
Mstep: Class 19 contains 16484 members 
Mstep: Class 20 contains 14736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904280.000000 Penalty: 46284.742188
Iteration 33Q: 15 clusters Score -8.490428e+07 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 136912 members 
Mstep: Class 6 contains 146017 members 
Mstep: Class 7 contains 23789 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 88539 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 1961 members 
Mstep: Class 13 contains 25403 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 17 contains 145033 members 
Mstep: Class 19 contains 16348 members 
Mstep: Class 20 contains 14951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904304.000000 Penalty: 46284.742188
Iteration 34Q: 15 clusters Score -8.49043e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1406 members 
Mstep: Class 4 contains 138744 members 
Mstep: Class 6 contains 146201 members 
Mstep: Class 7 contains 24149 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 85459 members 
Mstep: Class 11 contains 1245 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 25132 members 
Mstep: Class 14 contains 11201 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 17 contains 145522 members 
Mstep: Class 19 contains 16204 members 
Mstep: Class 20 contains 15198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904368.000000 Penalty: 46284.742188
Iteration 35Q: 15 clusters Score -8.490437e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 4 contains 140691 members 
Mstep: Class 6 contains 146350 members 
Mstep: Class 7 contains 24477 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 82691 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 24878 members 
Mstep: Class 14 contains 11584 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145645 members 
Mstep: Class 19 contains 16056 members 
Mstep: Class 20 contains 15438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904480.000000 Penalty: 46284.742188
Iteration 36Q: 15 clusters Score -8.490448e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 4 contains 142785 members 
Mstep: Class 6 contains 146354 members 
Mstep: Class 7 contains 24772 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 80014 members 
Mstep: Class 11 contains 1251 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 24656 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145579 members 
Mstep: Class 19 contains 15966 members 
Mstep: Class 20 contains 15697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905128.000000 Penalty: 46284.742188
Iteration 37Q: 15 clusters Score -8.490513e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1405 members 
Mstep: Class 4 contains 144873 members 
Mstep: Class 6 contains 146387 members 
Mstep: Class 7 contains 25009 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 77342 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 24446 members 
Mstep: Class 14 contains 12415 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145406 members 
Mstep: Class 19 contains 15913 members 
Mstep: Class 20 contains 16013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905736.000000 Penalty: 46284.742188
Iteration 38Q: 15 clusters Score -8.490574e+07 nChanged 8303
Entering ConstructFrom: 
Score: -84905736.000000 Penalty: 46284.742188
Entering ConstructFrom: 
Trying to split cluster 2 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -165157.234375 Penalty: 1797.452637
	Iteration 0F: 2 clusters Score -165157.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -163071.000000 Penalty: 3594.905273
	Iteration 0F: 3 clusters Score -163071 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -164274.593750 Penalty: 3594.905273
	Iteration 1F: 3 clusters Score -164274.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -165159.843750 Penalty: 3594.905273
	Iteration 2F: 3 clusters Score -165159.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -165715.500000 Penalty: 3594.905273
	Iteration 3F: 3 clusters Score -165715.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -165939.093750 Penalty: 3594.905273
	Iteration 4F: 3 clusters Score -165939.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -166054.875000 Penalty: 3594.905273
	Iteration 5Q: 3 clusters Score -166054.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166168.375000 Penalty: 3594.905273
	Iteration 6Q: 3 clusters Score -166168.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -166282.859375 Penalty: 3594.905273
	Iteration 7Q: 3 clusters Score -166282.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -166340.921875 Penalty: 3594.905273
	Iteration 8Q: 3 clusters Score -166340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -166374.234375 Penalty: 3594.905273
	Iteration 9Q: 3 clusters Score -166374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -166412.781250 Penalty: 3594.905273
	Iteration 10Q: 3 clusters Score -166412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -166448.593750 Penalty: 3594.905273
	Iteration 11Q: 3 clusters Score -166448.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -166501.343750 Penalty: 3594.905273
	Iteration 12Q: 3 clusters Score -166501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -166558.437500 Penalty: 3594.905273
	Iteration 13Q: 3 clusters Score -166558.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -166603.078125 Penalty: 3594.905273
	Iteration 14Q: 3 clusters Score -166603.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -166631.656250 Penalty: 3594.905273
	Iteration 15Q: 3 clusters Score -166631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -166654.890625 Penalty: 3594.905273
	Iteration 16Q: 3 clusters Score -166654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166657.031250 Penalty: 3594.905273
	Iteration 17Q: 3 clusters Score -166657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -166661.046875 Penalty: 3594.905273
	Iteration 18Q: 3 clusters Score -166661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -166674.968750 Penalty: 3594.905273
	Iteration 19Q: 3 clusters Score -166675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -166747.859375 Penalty: 3594.905273
	Iteration 20F: 3 clusters Score -166747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -166777.781250 Penalty: 3594.905273
	Iteration 21Q: 3 clusters Score -166777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -166777.781250 Penalty: 3594.905273
	Iteration 22F: 3 clusters Score -166777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 4 contains 147082 members 
Mstep: Class 6 contains 146306 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 74693 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145065 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 16352 members 
Entering Unmasked Estep 
Score: -84906168.000000 Penalty: 49590.796875
Splitting cluster 2 changes total score from -84905736.000000 to -84906168.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (147082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147082 members 
Entering Unmasked Estep 
Score: -20404888.000000 Penalty: 2950.888916
	Iteration 0F: 2 clusters Score -2.040489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -20307130.000000 Penalty: 5901.777832
	Iteration 0F: 3 clusters Score -2.030713e+07 nChanged 70093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 74838 members 
Entering Unmasked Estep 
Score: -20346844.000000 Penalty: 5901.777832
	Iteration 1F: 3 clusters Score -2.034684e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -20347756.000000 Penalty: 5901.777832
	Iteration 2Q: 3 clusters Score -2.034776e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70015 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -20348772.000000 Penalty: 5901.777832
	Iteration 3Q: 3 clusters Score -2.034877e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -20350016.000000 Penalty: 5901.777832
	Iteration 4Q: 3 clusters Score -2.035002e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -20351438.000000 Penalty: 5901.777832
	Iteration 5Q: 3 clusters Score -2.035144e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -20353814.000000 Penalty: 5901.777832
	Iteration 6Q: 3 clusters Score -2.035381e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -20357518.000000 Penalty: 5901.777832
	Iteration 7F: 3 clusters Score -2.035752e+07 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 101861 members 
Entering Unmasked Estep 
Score: -20363338.000000 Penalty: 5901.777832
	Iteration 8F: 3 clusters Score -2.036334e+07 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 112503 members 
Entering Unmasked Estep 
Score: -20371350.000000 Penalty: 5901.777832
	Iteration 9F: 3 clusters Score -2.037135e+07 nChanged 11446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 123833 members 
Entering Unmasked Estep 
Score: -20380718.000000 Penalty: 5901.777832
	Iteration 10F: 3 clusters Score -2.038072e+07 nChanged 9734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -20389628.000000 Penalty: 5901.777832
	Iteration 11F: 3 clusters Score -2.038963e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 140408 members 
Entering Unmasked Estep 
Score: -20396212.000000 Penalty: 5901.777832
	Iteration 12Q: 3 clusters Score -2.039621e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -20399984.000000 Penalty: 5901.777832
	Iteration 13Q: 3 clusters Score -2.039998e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 145775 members 
Entering Unmasked Estep 
Score: -20401440.000000 Penalty: 5901.777832
	Iteration 14Q: 3 clusters Score -2.040144e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -20401882.000000 Penalty: 5901.777832
	Iteration 15Q: 3 clusters Score -2.040188e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 146404 members 
Entering Unmasked Estep 
Score: -20402094.000000 Penalty: 5901.777832
	Iteration 16Q: 3 clusters Score -2.040209e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 146477 members 
Entering Unmasked Estep 
Score: -20402198.000000 Penalty: 5901.777832
	Iteration 17Q: 3 clusters Score -2.04022e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -20402302.000000 Penalty: 5901.777832
	Iteration 18Q: 3 clusters Score -2.04023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 146531 members 
Entering Unmasked Estep 
Score: -20402358.000000 Penalty: 5901.777832
	Iteration 19Q: 3 clusters Score -2.040236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 146538 members 
Entering Unmasked Estep 
Score: -20402410.000000 Penalty: 5901.777832
	Iteration 20F: 3 clusters Score -2.040241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -20402454.000000 Penalty: 5901.777832
	Iteration 21Q: 3 clusters Score -2.040245e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -20402478.000000 Penalty: 5901.777832
	Iteration 22Q: 3 clusters Score -2.040248e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -20402468.000000 Penalty: 5901.777832
	Iteration 23Q: 3 clusters Score -2.040247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 146556 members 
Entering Unmasked Estep 
Score: -20402476.000000 Penalty: 5901.777832
	Iteration 24Q: 3 clusters Score -2.040248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 146558 members 
Entering Unmasked Estep 
Score: -20402474.000000 Penalty: 5901.777832
	Iteration 25Q: 3 clusters Score -2.040247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -20402478.000000 Penalty: 5901.777832
	Iteration 26Q: 3 clusters Score -2.040248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20402486.000000 Penalty: 5901.777832
	Iteration 27Q: 3 clusters Score -2.040249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -20402502.000000 Penalty: 5901.777832
	Iteration 28Q: 3 clusters Score -2.04025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -20402502.000000 Penalty: 5901.777832
	Iteration 29Q: 3 clusters Score -2.04025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -20402498.000000 Penalty: 5901.777832
	Iteration 30Q: 3 clusters Score -2.04025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 146561 members 
Entering Unmasked Estep 
Score: -20402496.000000 Penalty: 5901.777832
	Iteration 31Q: 3 clusters Score -2.04025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -20402508.000000 Penalty: 5901.777832
	Iteration 32Q: 3 clusters Score -2.040251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -20402508.000000 Penalty: 5901.777832
	Iteration 33F: 3 clusters Score -2.040251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (146306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146306 members 
Entering Unmasked Estep 
Score: -20465818.000000 Penalty: 2949.576904
	Iteration 0F: 2 clusters Score -2.046582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -20369180.000000 Penalty: 5899.153809
	Iteration 0F: 3 clusters Score -2.036918e+07 nChanged 69877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -20409688.000000 Penalty: 5899.153809
	Iteration 1F: 3 clusters Score -2.040969e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 79905 members 
Entering Unmasked Estep 
Score: -20411108.000000 Penalty: 5899.153809
	Iteration 2Q: 3 clusters Score -2.041111e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 83766 members 
Entering Unmasked Estep 
Score: -20413368.000000 Penalty: 5899.153809
	Iteration 3Q: 3 clusters Score -2.041337e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 89354 members 
Entering Unmasked Estep 
Score: -20416716.000000 Penalty: 5899.153809
	Iteration 4F: 3 clusters Score -2.041672e+07 nChanged 9221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 97115 members 
Entering Unmasked Estep 
Score: -20421916.000000 Penalty: 5899.153809
	Iteration 5F: 3 clusters Score -2.042192e+07 nChanged 11101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 106952 members 
Entering Unmasked Estep 
Score: -20430490.000000 Penalty: 5899.153809
	Iteration 6F: 3 clusters Score -2.043049e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 117420 members 
Entering Unmasked Estep 
Score: -20440914.000000 Penalty: 5899.153809
	Iteration 7F: 3 clusters Score -2.044091e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 125987 members 
Entering Unmasked Estep 
Score: -20450000.000000 Penalty: 5899.153809
	Iteration 8F: 3 clusters Score -2.045e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 131406 members 
Entering Unmasked Estep 
Score: -20455574.000000 Penalty: 5899.153809
	Iteration 9Q: 3 clusters Score -2.045557e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 134540 members 
Entering Unmasked Estep 
Score: -20458744.000000 Penalty: 5899.153809
	Iteration 10Q: 3 clusters Score -2.045874e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 136482 members 
Entering Unmasked Estep 
Score: -20460306.000000 Penalty: 5899.153809
	Iteration 11Q: 3 clusters Score -2.046031e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 137932 members 
Entering Unmasked Estep 
Score: -20461414.000000 Penalty: 5899.153809
	Iteration 12Q: 3 clusters Score -2.046141e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -20462202.000000 Penalty: 5899.153809
	Iteration 13Q: 3 clusters Score -2.04622e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 140014 members 
Entering Unmasked Estep 
Score: -20462800.000000 Penalty: 5899.153809
	Iteration 14Q: 3 clusters Score -2.04628e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -20463366.000000 Penalty: 5899.153809
	Iteration 15Q: 3 clusters Score -2.046337e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 141369 members 
Entering Unmasked Estep 
Score: -20463714.000000 Penalty: 5899.153809
	Iteration 16Q: 3 clusters Score -2.046371e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -20463962.000000 Penalty: 5899.153809
	Iteration 17Q: 3 clusters Score -2.046396e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 142101 members 
Entering Unmasked Estep 
Score: -20464150.000000 Penalty: 5899.153809
	Iteration 18Q: 3 clusters Score -2.046415e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 142359 members 
Entering Unmasked Estep 
Score: -20464370.000000 Penalty: 5899.153809
	Iteration 19Q: 3 clusters Score -2.046437e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 142537 members 
Entering Unmasked Estep 
Score: -20464514.000000 Penalty: 5899.153809
	Iteration 20F: 3 clusters Score -2.046451e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 142656 members 
Entering Unmasked Estep 
Score: -20464574.000000 Penalty: 5899.153809
	Iteration 21Q: 3 clusters Score -2.046457e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 142748 members 
Entering Unmasked Estep 
Score: -20464584.000000 Penalty: 5899.153809
	Iteration 22Q: 3 clusters Score -2.046458e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 142803 members 
Entering Unmasked Estep 
Score: -20464632.000000 Penalty: 5899.153809
	Iteration 23Q: 3 clusters Score -2.046463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 142828 members 
Entering Unmasked Estep 
Score: -20464622.000000 Penalty: 5899.153809
	Iteration 24Q: 3 clusters Score -2.046462e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 142848 members 
Entering Unmasked Estep 
Score: -20464666.000000 Penalty: 5899.153809
	Iteration 25Q: 3 clusters Score -2.046467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 142862 members 
Entering Unmasked Estep 
Score: -20464698.000000 Penalty: 5899.153809
	Iteration 26Q: 3 clusters Score -2.04647e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -20464748.000000 Penalty: 5899.153809
	Iteration 27Q: 3 clusters Score -2.046475e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 142870 members 
Entering Unmasked Estep 
Score: -20464770.000000 Penalty: 5899.153809
	Iteration 28Q: 3 clusters Score -2.046477e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -20464778.000000 Penalty: 5899.153809
	Iteration 29Q: 3 clusters Score -2.046478e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 142846 members 
Entering Unmasked Estep 
Score: -20464786.000000 Penalty: 5899.153809
	Iteration 30Q: 3 clusters Score -2.046479e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -20464800.000000 Penalty: 5899.153809
	Iteration 31Q: 3 clusters Score -2.04648e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -20464836.000000 Penalty: 5899.153809
	Iteration 32Q: 3 clusters Score -2.046484e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -20464840.000000 Penalty: 5899.153809
	Iteration 33Q: 3 clusters Score -2.046484e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 142766 members 
Entering Unmasked Estep 
Score: -20464850.000000 Penalty: 5899.153809
	Iteration 34Q: 3 clusters Score -2.046485e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 142750 members 
Entering Unmasked Estep 
Score: -20464812.000000 Penalty: 5899.153809
	Iteration 35Q: 3 clusters Score -2.046481e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 142733 members 
Entering Unmasked Estep 
Score: -20464850.000000 Penalty: 5899.153809
	Iteration 36Q: 3 clusters Score -2.046485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 142714 members 
Entering Unmasked Estep 
Score: -20464866.000000 Penalty: 5899.153809
	Iteration 37Q: 3 clusters Score -2.046487e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 142692 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 38Q: 3 clusters Score -2.046484e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 142669 members 
Entering Unmasked Estep 
Score: -20464860.000000 Penalty: 5899.153809
	Iteration 39Q: 3 clusters Score -2.046486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 142649 members 
Entering Unmasked Estep 
Score: -20464864.000000 Penalty: 5899.153809
	Iteration 40F: 3 clusters Score -2.046486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 142632 members 
Entering Unmasked Estep 
Score: -20464866.000000 Penalty: 5899.153809
	Iteration 41Q: 3 clusters Score -2.046487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -20464888.000000 Penalty: 5899.153809
	Iteration 42Q: 3 clusters Score -2.046489e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 142596 members 
Entering Unmasked Estep 
Score: -20464874.000000 Penalty: 5899.153809
	Iteration 43Q: 3 clusters Score -2.046487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -20464874.000000 Penalty: 5899.153809
	Iteration 44Q: 3 clusters Score -2.046487e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 142573 members 
Entering Unmasked Estep 
Score: -20464866.000000 Penalty: 5899.153809
	Iteration 45Q: 3 clusters Score -2.046487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 142565 members 
Entering Unmasked Estep 
Score: -20464854.000000 Penalty: 5899.153809
	Iteration 46Q: 3 clusters Score -2.046485e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -20464862.000000 Penalty: 5899.153809
	Iteration 47Q: 3 clusters Score -2.046486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 142551 members 
Entering Unmasked Estep 
Score: -20464850.000000 Penalty: 5899.153809
	Iteration 48Q: 3 clusters Score -2.046485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 49Q: 3 clusters Score -2.046484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 142544 members 
Entering Unmasked Estep 
Score: -20464856.000000 Penalty: 5899.153809
	Iteration 50Q: 3 clusters Score -2.046486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 142540 members 
Entering Unmasked Estep 
Score: -20464840.000000 Penalty: 5899.153809
	Iteration 51Q: 3 clusters Score -2.046484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 142538 members 
Entering Unmasked Estep 
Score: -20464848.000000 Penalty: 5899.153809
	Iteration 52Q: 3 clusters Score -2.046485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 142534 members 
Entering Unmasked Estep 
Score: -20464848.000000 Penalty: 5899.153809
	Iteration 53Q: 3 clusters Score -2.046485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 142533 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 54Q: 3 clusters Score -2.046484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 142532 members 
Entering Unmasked Estep 
Score: -20464822.000000 Penalty: 5899.153809
	Iteration 55Q: 3 clusters Score -2.046482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -20464842.000000 Penalty: 5899.153809
	Iteration 56Q: 3 clusters Score -2.046484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 142524 members 
Entering Unmasked Estep 
Score: -20464842.000000 Penalty: 5899.153809
	Iteration 57Q: 3 clusters Score -2.046484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 142525 members 
Entering Unmasked Estep 
Score: -20464846.000000 Penalty: 5899.153809
	Iteration 58Q: 3 clusters Score -2.046485e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 142521 members 
Entering Unmasked Estep 
Score: -20464830.000000 Penalty: 5899.153809
	Iteration 59Q: 3 clusters Score -2.046483e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -20464824.000000 Penalty: 5899.153809
	Iteration 60F: 3 clusters Score -2.046482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 142515 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 61Q: 3 clusters Score -2.046484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 142516 members 
Entering Unmasked Estep 
Score: -20464840.000000 Penalty: 5899.153809
	Iteration 62Q: 3 clusters Score -2.046484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 142515 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 63Q: 3 clusters Score -2.046484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 142515 members 
Entering Unmasked Estep 
Score: -20464844.000000 Penalty: 5899.153809
	Iteration 64F: 3 clusters Score -2.046484e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Entering Unmasked Estep 
Score: -3591560.250000 Penalty: 2514.098145
	Iteration 0F: 2 clusters Score -3591560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3574057.500000 Penalty: 5028.196289
	Iteration 0F: 3 clusters Score -3574058 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3580168.500000 Penalty: 5028.196289
	Iteration 1F: 3 clusters Score -3580168 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3580628.000000 Penalty: 5028.196289
	Iteration 2F: 3 clusters Score -3580628 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3581007.500000 Penalty: 5028.196289
	Iteration 3Q: 3 clusters Score -3581008 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3581406.000000 Penalty: 5028.196289
	Iteration 4Q: 3 clusters Score -3581406 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -3581882.000000 Penalty: 5028.196289
	Iteration 5Q: 3 clusters Score -3581882 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3582479.500000 Penalty: 5028.196289
	Iteration 6Q: 3 clusters Score -3582480 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3583187.000000 Penalty: 5028.196289
	Iteration 7F: 3 clusters Score -3583187 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3584003.500000 Penalty: 5028.196289
	Iteration 8F: 3 clusters Score -3584004 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3584965.250000 Penalty: 5028.196289
	Iteration 9F: 3 clusters Score -3584965 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3585949.500000 Penalty: 5028.196289
	Iteration 10F: 3 clusters Score -3585950 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3586706.500000 Penalty: 5028.196289
	Iteration 11Q: 3 clusters Score -3586706 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -3587247.250000 Penalty: 5028.196289
	Iteration 12Q: 3 clusters Score -3587247 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3587612.750000 Penalty: 5028.196289
	Iteration 13Q: 3 clusters Score -3587613 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -3587920.500000 Penalty: 5028.196289
	Iteration 14Q: 3 clusters Score -3587920 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3588163.000000 Penalty: 5028.196289
	Iteration 15Q: 3 clusters Score -3588163 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3588352.750000 Penalty: 5028.196289
	Iteration 16Q: 3 clusters Score -3588353 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3588509.000000 Penalty: 5028.196289
	Iteration 17Q: 3 clusters Score -3588509 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3588653.750000 Penalty: 5028.196289
	Iteration 18Q: 3 clusters Score -3588654 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3588756.000000 Penalty: 5028.196289
	Iteration 19Q: 3 clusters Score -3588756 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3588837.500000 Penalty: 5028.196289
	Iteration 20F: 3 clusters Score -3588838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3588910.000000 Penalty: 5028.196289
	Iteration 21Q: 3 clusters Score -3588910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -3588987.750000 Penalty: 5028.196289
	Iteration 22Q: 3 clusters Score -3588988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3589042.500000 Penalty: 5028.196289
	Iteration 23Q: 3 clusters Score -3589042 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3589108.000000 Penalty: 5028.196289
	Iteration 24Q: 3 clusters Score -3589108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -3589173.000000 Penalty: 5028.196289
	Iteration 25Q: 3 clusters Score -3589173 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3589238.250000 Penalty: 5028.196289
	Iteration 26Q: 3 clusters Score -3589238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3589287.000000 Penalty: 5028.196289
	Iteration 27Q: 3 clusters Score -3589287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -3589324.000000 Penalty: 5028.196289
	Iteration 28Q: 3 clusters Score -3589324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3589364.750000 Penalty: 5028.196289
	Iteration 29Q: 3 clusters Score -3589365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -3589386.250000 Penalty: 5028.196289
	Iteration 30Q: 3 clusters Score -3589386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3589407.000000 Penalty: 5028.196289
	Iteration 31Q: 3 clusters Score -3589407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3589428.750000 Penalty: 5028.196289
	Iteration 32Q: 3 clusters Score -3589429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3589452.500000 Penalty: 5028.196289
	Iteration 33Q: 3 clusters Score -3589452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3589476.750000 Penalty: 5028.196289
	Iteration 34Q: 3 clusters Score -3589477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3589499.500000 Penalty: 5028.196289
	Iteration 35Q: 3 clusters Score -3589500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -3589501.250000 Penalty: 5028.196289
	Iteration 36Q: 3 clusters Score -3589501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3589509.750000 Penalty: 5028.196289
	Iteration 37Q: 3 clusters Score -3589510 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3589529.500000 Penalty: 5028.196289
	Iteration 38Q: 3 clusters Score -3589530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3589548.250000 Penalty: 5028.196289
	Iteration 39Q: 3 clusters Score -3589548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3589557.250000 Penalty: 5028.196289
	Iteration 40F: 3 clusters Score -3589557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3589568.750000 Penalty: 5028.196289
	Iteration 41Q: 3 clusters Score -3589569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -3589573.500000 Penalty: 5028.196289
	Iteration 42Q: 3 clusters Score -3589574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -3589587.000000 Penalty: 5028.196289
	Iteration 43Q: 3 clusters Score -3589587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -3589592.000000 Penalty: 5028.196289
	Iteration 44Q: 3 clusters Score -3589592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3589592.500000 Penalty: 5028.196289
	Iteration 45Q: 3 clusters Score -3589592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -3589598.250000 Penalty: 5028.196289
	Iteration 46Q: 3 clusters Score -3589598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3589602.750000 Penalty: 5028.196289
	Iteration 47Q: 3 clusters Score -3589603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3589608.250000 Penalty: 5028.196289
	Iteration 48Q: 3 clusters Score -3589608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3589605.000000 Penalty: 5028.196289
	Iteration 49Q: 3 clusters Score -3589605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3589613.250000 Penalty: 5028.196289
	Iteration 50Q: 3 clusters Score -3589613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3589614.000000 Penalty: 5028.196289
	Iteration 51Q: 3 clusters Score -3589614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -3589615.250000 Penalty: 5028.196289
	Iteration 52Q: 3 clusters Score -3589615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3589621.750000 Penalty: 5028.196289
	Iteration 53Q: 3 clusters Score -3589622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3589619.750000 Penalty: 5028.196289
	Iteration 54Q: 3 clusters Score -3589620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3589621.500000 Penalty: 5028.196289
	Iteration 55Q: 3 clusters Score -3589622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -3589618.750000 Penalty: 5028.196289
	Iteration 56Q: 3 clusters Score -3589619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3589621.500000 Penalty: 5028.196289
	Iteration 57Q: 3 clusters Score -3589622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3589625.000000 Penalty: 5028.196289
	Iteration 58Q: 3 clusters Score -3589625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3589632.750000 Penalty: 5028.196289
	Iteration 59Q: 3 clusters Score -3589633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3589640.250000 Penalty: 5028.196289
	Iteration 60F: 3 clusters Score -3589640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3589636.750000 Penalty: 5028.196289
	Iteration 61Q: 3 clusters Score -3589637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3589639.500000 Penalty: 5028.196289
	Iteration 62Q: 3 clusters Score -3589640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3589639.750000 Penalty: 5028.196289
	Iteration 63Q: 3 clusters Score -3589640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3589639.250000 Penalty: 5028.196289
	Iteration 64Q: 3 clusters Score -3589639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3589641.750000 Penalty: 5028.196289
	Iteration 65Q: 3 clusters Score -3589642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3589641.750000 Penalty: 5028.196289
	Iteration 66Q: 3 clusters Score -3589642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3589641.750000 Penalty: 5028.196289
	Iteration 67F: 3 clusters Score -3589642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -161075.453125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -161075.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -159050.421875 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -159050.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160225.250000 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -160225.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161398.187500 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -161398.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -161881.890625 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -161881.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162512.359375 Penalty: 3571.780762
	Iteration 4Q: 3 clusters Score -162512.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162629.265625 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -162629.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162745.828125 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -162745.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162938.375000 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -162938.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -163020.062500 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -163020.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -163117.921875 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -163117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163283.781250 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -163283.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -163383.093750 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -163383.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -163437.890625 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -163437.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163496.546875 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -163496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -163640.281250 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -163640.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -163690.296875 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -163690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -163691.968750 Penalty: 3571.780762
	Iteration 16Q: 3 clusters Score -163692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163695.843750 Penalty: 3571.780762
	Iteration 17Q: 3 clusters Score -163695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -163696.984375 Penalty: 3571.780762
	Iteration 18Q: 3 clusters Score -163697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -163698.593750 Penalty: 3571.780762
	Iteration 19Q: 3 clusters Score -163698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -163699.921875 Penalty: 3571.780762
	Iteration 20F: 3 clusters Score -163699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163700.546875 Penalty: 3571.780762
	Iteration 21Q: 3 clusters Score -163700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -163700.546875 Penalty: 3571.780762
	Iteration 22F: 3 clusters Score -163700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 147082 members 
Mstep: Class 6 contains 146306 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 74693 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145065 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 16352 members 
Entering Unmasked Estep 
Score: -84907224.000000 Penalty: 52896.847656
Splitting cluster 9 changes total score from -84905736.000000 to -84907224.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 10 (74693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74693 members 
Entering Unmasked Estep 
Score: -10508599.000000 Penalty: 2782.843262
	Iteration 0F: 2 clusters Score -1.05086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -10458721.000000 Penalty: 5565.686523
	Iteration 0F: 3 clusters Score -1.045872e+07 nChanged 34994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -10478171.000000 Penalty: 5565.686523
	Iteration 1F: 3 clusters Score -1.047817e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -10478864.000000 Penalty: 5565.686523
	Iteration 2Q: 3 clusters Score -1.047886e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -10479577.000000 Penalty: 5565.686523
	Iteration 3Q: 3 clusters Score -1.047958e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -10480321.000000 Penalty: 5565.686523
	Iteration 4Q: 3 clusters Score -1.048032e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -10481074.000000 Penalty: 5565.686523
	Iteration 5Q: 3 clusters Score -1.048107e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -10482319.000000 Penalty: 5565.686523
	Iteration 6Q: 3 clusters Score -1.048232e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -10483875.000000 Penalty: 5565.686523
	Iteration 7Q: 3 clusters Score -1.048388e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -10486082.000000 Penalty: 5565.686523
	Iteration 8F: 3 clusters Score -1.048608e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -10488970.000000 Penalty: 5565.686523
	Iteration 9F: 3 clusters Score -1.048897e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -10492124.000000 Penalty: 5565.686523
	Iteration 10F: 3 clusters Score -1.049212e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -10494358.000000 Penalty: 5565.686523
	Iteration 11F: 3 clusters Score -1.049436e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -10495260.000000 Penalty: 5565.686523
	Iteration 12Q: 3 clusters Score -1.049526e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -10495672.000000 Penalty: 5565.686523
	Iteration 13Q: 3 clusters Score -1.049567e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -10495971.000000 Penalty: 5565.686523
	Iteration 14Q: 3 clusters Score -1.049597e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -10496133.000000 Penalty: 5565.686523
	Iteration 15Q: 3 clusters Score -1.049613e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -10496352.000000 Penalty: 5565.686523
	Iteration 16Q: 3 clusters Score -1.049635e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10496581.000000 Penalty: 5565.686523
	Iteration 17Q: 3 clusters Score -1.049658e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -10496817.000000 Penalty: 5565.686523
	Iteration 18Q: 3 clusters Score -1.049682e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -10497015.000000 Penalty: 5565.686523
	Iteration 19Q: 3 clusters Score -1.049702e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -10497282.000000 Penalty: 5565.686523
	Iteration 20F: 3 clusters Score -1.049728e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -10497523.000000 Penalty: 5565.686523
	Iteration 21Q: 3 clusters Score -1.049752e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -10497770.000000 Penalty: 5565.686523
	Iteration 22Q: 3 clusters Score -1.049777e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -10498114.000000 Penalty: 5565.686523
	Iteration 23Q: 3 clusters Score -1.049811e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -10498392.000000 Penalty: 5565.686523
	Iteration 24Q: 3 clusters Score -1.049839e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -10498693.000000 Penalty: 5565.686523
	Iteration 25Q: 3 clusters Score -1.049869e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -10498981.000000 Penalty: 5565.686523
	Iteration 26Q: 3 clusters Score -1.049898e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -10499304.000000 Penalty: 5565.686523
	Iteration 27Q: 3 clusters Score -1.04993e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -10499595.000000 Penalty: 5565.686523
	Iteration 28Q: 3 clusters Score -1.04996e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -10499804.000000 Penalty: 5565.686523
	Iteration 29Q: 3 clusters Score -1.04998e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -10500069.000000 Penalty: 5565.686523
	Iteration 30Q: 3 clusters Score -1.050007e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10500253.000000 Penalty: 5565.686523
	Iteration 31Q: 3 clusters Score -1.050025e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -10500409.000000 Penalty: 5565.686523
	Iteration 32Q: 3 clusters Score -1.050041e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -10500604.000000 Penalty: 5565.686523
	Iteration 33Q: 3 clusters Score -1.05006e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -10500769.000000 Penalty: 5565.686523
	Iteration 34Q: 3 clusters Score -1.050077e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -10500952.000000 Penalty: 5565.686523
	Iteration 35Q: 3 clusters Score -1.050095e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -10501141.000000 Penalty: 5565.686523
	Iteration 36Q: 3 clusters Score -1.050114e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -10501339.000000 Penalty: 5565.686523
	Iteration 37Q: 3 clusters Score -1.050134e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -10501563.000000 Penalty: 5565.686523
	Iteration 38Q: 3 clusters Score -1.050156e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -10501797.000000 Penalty: 5565.686523
	Iteration 39Q: 3 clusters Score -1.05018e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -10502009.000000 Penalty: 5565.686523
	Iteration 40F: 3 clusters Score -1.050201e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56685 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -10502219.000000 Penalty: 5565.686523
	Iteration 41Q: 3 clusters Score -1.050222e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -10502486.000000 Penalty: 5565.686523
	Iteration 42Q: 3 clusters Score -1.050249e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -10502641.000000 Penalty: 5565.686523
	Iteration 43Q: 3 clusters Score -1.050264e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -10502817.000000 Penalty: 5565.686523
	Iteration 44Q: 3 clusters Score -1.050282e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -10503102.000000 Penalty: 5565.686523
	Iteration 45Q: 3 clusters Score -1.05031e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -10503292.000000 Penalty: 5565.686523
	Iteration 46Q: 3 clusters Score -1.050329e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -10503441.000000 Penalty: 5565.686523
	Iteration 47Q: 3 clusters Score -1.050344e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -10503610.000000 Penalty: 5565.686523
	Iteration 48Q: 3 clusters Score -1.050361e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -10503880.000000 Penalty: 5565.686523
	Iteration 49Q: 3 clusters Score -1.050388e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63752 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -10504138.000000 Penalty: 5565.686523
	Iteration 50Q: 3 clusters Score -1.050414e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -10504372.000000 Penalty: 5565.686523
	Iteration 51Q: 3 clusters Score -1.050437e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -10504626.000000 Penalty: 5565.686523
	Iteration 52Q: 3 clusters Score -1.050463e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -10504859.000000 Penalty: 5565.686523
	Iteration 53Q: 3 clusters Score -1.050486e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66606 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -10505135.000000 Penalty: 5565.686523
	Iteration 54Q: 3 clusters Score -1.050514e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -10505329.000000 Penalty: 5565.686523
	Iteration 55Q: 3 clusters Score -1.050533e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67782 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -10505581.000000 Penalty: 5565.686523
	Iteration 56Q: 3 clusters Score -1.050558e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -10505707.000000 Penalty: 5565.686523
	Iteration 57Q: 3 clusters Score -1.050571e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -10505847.000000 Penalty: 5565.686523
	Iteration 58Q: 3 clusters Score -1.050585e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -10505964.000000 Penalty: 5565.686523
	Iteration 59Q: 3 clusters Score -1.050596e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -10506078.000000 Penalty: 5565.686523
	Iteration 60F: 3 clusters Score -1.050608e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -10506140.000000 Penalty: 5565.686523
	Iteration 61Q: 3 clusters Score -1.050614e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10506203.000000 Penalty: 5565.686523
	Iteration 62Q: 3 clusters Score -1.05062e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70288 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -10506300.000000 Penalty: 5565.686523
	Iteration 63Q: 3 clusters Score -1.05063e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -10506393.000000 Penalty: 5565.686523
	Iteration 64Q: 3 clusters Score -1.050639e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70709 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10506450.000000 Penalty: 5565.686523
	Iteration 65Q: 3 clusters Score -1.050645e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -10506492.000000 Penalty: 5565.686523
	Iteration 66Q: 3 clusters Score -1.050649e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10506568.000000 Penalty: 5565.686523
	Iteration 67Q: 3 clusters Score -1.050657e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -10506625.000000 Penalty: 5565.686523
	Iteration 68Q: 3 clusters Score -1.050662e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71322 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10506668.000000 Penalty: 5565.686523
	Iteration 69Q: 3 clusters Score -1.050667e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -10506669.000000 Penalty: 5565.686523
	Iteration 70Q: 3 clusters Score -1.050667e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71492 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -10506680.000000 Penalty: 5565.686523
	Iteration 71Q: 3 clusters Score -1.050668e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -10506683.000000 Penalty: 5565.686523
	Iteration 72Q: 3 clusters Score -1.050668e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71652 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10506698.000000 Penalty: 5565.686523
	Iteration 73Q: 3 clusters Score -1.05067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10506731.000000 Penalty: 5565.686523
	Iteration 74Q: 3 clusters Score -1.050673e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -10506767.000000 Penalty: 5565.686523
	Iteration 75Q: 3 clusters Score -1.050677e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10506775.000000 Penalty: 5565.686523
	Iteration 76Q: 3 clusters Score -1.050678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71891 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -10506772.000000 Penalty: 5565.686523
	Iteration 77Q: 3 clusters Score -1.050677e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -10506783.000000 Penalty: 5565.686523
	Iteration 78Q: 3 clusters Score -1.050678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71967 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -10506780.000000 Penalty: 5565.686523
	Iteration 79Q: 3 clusters Score -1.050678e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71993 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -10506779.000000 Penalty: 5565.686523
	Iteration 80F: 3 clusters Score -1.050678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72011 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -10506779.000000 Penalty: 5565.686523
	Iteration 81Q: 3 clusters Score -1.050678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72032 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10506782.000000 Penalty: 5565.686523
	Iteration 82Q: 3 clusters Score -1.050678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72046 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10506791.000000 Penalty: 5565.686523
	Iteration 83Q: 3 clusters Score -1.050679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72066 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10506793.000000 Penalty: 5565.686523
	Iteration 84Q: 3 clusters Score -1.050679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72080 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -10506798.000000 Penalty: 5565.686523
	Iteration 85Q: 3 clusters Score -1.05068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10506785.000000 Penalty: 5565.686523
	Iteration 86Q: 3 clusters Score -1.050678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -10506800.000000 Penalty: 5565.686523
	Iteration 87Q: 3 clusters Score -1.05068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -10506792.000000 Penalty: 5565.686523
	Iteration 88Q: 3 clusters Score -1.050679e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72141 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10506798.000000 Penalty: 5565.686523
	Iteration 89Q: 3 clusters Score -1.05068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10506797.000000 Penalty: 5565.686523
	Iteration 90Q: 3 clusters Score -1.05068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -10506789.000000 Penalty: 5565.686523
	Iteration 91Q: 3 clusters Score -1.050679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72169 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -10506789.000000 Penalty: 5565.686523
	Iteration 92Q: 3 clusters Score -1.050679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10506806.000000 Penalty: 5565.686523
	Iteration 93Q: 3 clusters Score -1.050681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72189 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -10506802.000000 Penalty: 5565.686523
	Iteration 94Q: 3 clusters Score -1.05068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72195 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10506800.000000 Penalty: 5565.686523
	Iteration 95Q: 3 clusters Score -1.05068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -10506802.000000 Penalty: 5565.686523
	Iteration 96Q: 3 clusters Score -1.05068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -10506799.000000 Penalty: 5565.686523
	Iteration 97Q: 3 clusters Score -1.05068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72202 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10506807.000000 Penalty: 5565.686523
	Iteration 98Q: 3 clusters Score -1.050681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -10506803.000000 Penalty: 5565.686523
	Iteration 99Q: 3 clusters Score -1.05068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72205 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10506807.000000 Penalty: 5565.686523
	Iteration 100F: 3 clusters Score -1.050681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -166161.140625 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -166161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164069.390625 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -164069.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -164562.156250 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -164562.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164754.968750 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -164755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -164891.140625 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -164891.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -165035.015625 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -165035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165108.031250 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -165108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -165156.234375 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -165156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -165196.406250 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -165196.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -165231.671875 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -165231.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165252.734375 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -165252.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -165265.859375 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -165265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -165274.078125 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -165274.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -165281.609375 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -165281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -165288.640625 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -165288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -165290.718750 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -165290.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -165296.359375 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -165296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -165297.093750 Penalty: 3539.301025
	Iteration 16Q: 3 clusters Score -165297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -165299.031250 Penalty: 3539.301025
	Iteration 17Q: 3 clusters Score -165299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -165299.031250 Penalty: 3539.301025
	Iteration 18F: 3 clusters Score -165299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Entering Unmasked Estep 
Score: -271668.500000 Penalty: 1879.886963
	Iteration 0F: 2 clusters Score -271668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -269083.531250 Penalty: 3759.773926
	Iteration 0F: 3 clusters Score -269083.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -269498.843750 Penalty: 3759.773926
	Iteration 1F: 3 clusters Score -269498.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -269601.437500 Penalty: 3759.773926
	Iteration 2F: 3 clusters Score -269601.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -269652.375000 Penalty: 3759.773926
	Iteration 3Q: 3 clusters Score -269652.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -269679.750000 Penalty: 3759.773926
	Iteration 4Q: 3 clusters Score -269679.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -269702.937500 Penalty: 3759.773926
	Iteration 5Q: 3 clusters Score -269702.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -269724.437500 Penalty: 3759.773926
	Iteration 6Q: 3 clusters Score -269724.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269742.343750 Penalty: 3759.773926
	Iteration 7Q: 3 clusters Score -269742.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -269752.593750 Penalty: 3759.773926
	Iteration 8Q: 3 clusters Score -269752.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -269760.343750 Penalty: 3759.773926
	Iteration 9Q: 3 clusters Score -269760.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -269765.906250 Penalty: 3759.773926
	Iteration 10Q: 3 clusters Score -269765.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -269770.250000 Penalty: 3759.773926
	Iteration 11Q: 3 clusters Score -269770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -269773.906250 Penalty: 3759.773926
	Iteration 12Q: 3 clusters Score -269773.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -269777.281250 Penalty: 3759.773926
	Iteration 13Q: 3 clusters Score -269777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -269781.937500 Penalty: 3759.773926
	Iteration 14Q: 3 clusters Score -269781.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269785.750000 Penalty: 3759.773926
	Iteration 15Q: 3 clusters Score -269785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -269790.000000 Penalty: 3759.773926
	Iteration 16Q: 3 clusters Score -269790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269791.531250 Penalty: 3759.773926
	Iteration 17Q: 3 clusters Score -269791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -269792.531250 Penalty: 3759.773926
	Iteration 18Q: 3 clusters Score -269792.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -269794.843750 Penalty: 3759.773926
	Iteration 19Q: 3 clusters Score -269794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -269795.937500 Penalty: 3759.773926
	Iteration 20F: 3 clusters Score -269795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -269796.281250 Penalty: 3759.773926
	Iteration 21Q: 3 clusters Score -269796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -269796.281250 Penalty: 3759.773926
	Iteration 22F: 3 clusters Score -269796.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Entering Unmasked Estep 
Score: -3433784.500000 Penalty: 2504.034668
	Iteration 0F: 2 clusters Score -3433784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3416929.500000 Penalty: 5008.069336
	Iteration 0F: 3 clusters Score -3416930 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3422663.250000 Penalty: 5008.069336
	Iteration 1F: 3 clusters Score -3422663 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3423090.500000 Penalty: 5008.069336
	Iteration 2F: 3 clusters Score -3423090 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3423453.750000 Penalty: 5008.069336
	Iteration 3Q: 3 clusters Score -3423454 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3423737.000000 Penalty: 5008.069336
	Iteration 4Q: 3 clusters Score -3423737 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3424001.250000 Penalty: 5008.069336
	Iteration 5Q: 3 clusters Score -3424001 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3424230.250000 Penalty: 5008.069336
	Iteration 6Q: 3 clusters Score -3424230 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3424445.750000 Penalty: 5008.069336
	Iteration 7Q: 3 clusters Score -3424446 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3424680.000000 Penalty: 5008.069336
	Iteration 8Q: 3 clusters Score -3424680 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3424945.250000 Penalty: 5008.069336
	Iteration 9Q: 3 clusters Score -3424945 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3425286.000000 Penalty: 5008.069336
	Iteration 10Q: 3 clusters Score -3425286 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -3425716.000000 Penalty: 5008.069336
	Iteration 11Q: 3 clusters Score -3425716 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -3426358.000000 Penalty: 5008.069336
	Iteration 12Q: 3 clusters Score -3426358 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3427097.500000 Penalty: 5008.069336
	Iteration 13Q: 3 clusters Score -3427098 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3427891.000000 Penalty: 5008.069336
	Iteration 14Q: 3 clusters Score -3427891 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -3428516.750000 Penalty: 5008.069336
	Iteration 15Q: 3 clusters Score -3428517 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3428969.000000 Penalty: 5008.069336
	Iteration 16Q: 3 clusters Score -3428969 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -3429247.250000 Penalty: 5008.069336
	Iteration 17Q: 3 clusters Score -3429247 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3429446.750000 Penalty: 5008.069336
	Iteration 18Q: 3 clusters Score -3429447 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3429582.250000 Penalty: 5008.069336
	Iteration 19Q: 3 clusters Score -3429582 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3429660.250000 Penalty: 5008.069336
	Iteration 20F: 3 clusters Score -3429660 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -3429762.500000 Penalty: 5008.069336
	Iteration 21Q: 3 clusters Score -3429762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3429827.500000 Penalty: 5008.069336
	Iteration 22Q: 3 clusters Score -3429828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3429904.250000 Penalty: 5008.069336
	Iteration 23Q: 3 clusters Score -3429904 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3429951.500000 Penalty: 5008.069336
	Iteration 24Q: 3 clusters Score -3429952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3430031.000000 Penalty: 5008.069336
	Iteration 25Q: 3 clusters Score -3430031 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3430111.750000 Penalty: 5008.069336
	Iteration 26Q: 3 clusters Score -3430112 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3430203.750000 Penalty: 5008.069336
	Iteration 27Q: 3 clusters Score -3430204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3430312.500000 Penalty: 5008.069336
	Iteration 28Q: 3 clusters Score -3430312 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3430388.000000 Penalty: 5008.069336
	Iteration 29Q: 3 clusters Score -3430388 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3430480.000000 Penalty: 5008.069336
	Iteration 30Q: 3 clusters Score -3430480 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -3430564.750000 Penalty: 5008.069336
	Iteration 31Q: 3 clusters Score -3430565 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -3430655.000000 Penalty: 5008.069336
	Iteration 32Q: 3 clusters Score -3430655 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3430726.250000 Penalty: 5008.069336
	Iteration 33Q: 3 clusters Score -3430726 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3430813.000000 Penalty: 5008.069336
	Iteration 34Q: 3 clusters Score -3430813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3430899.250000 Penalty: 5008.069336
	Iteration 35Q: 3 clusters Score -3430899 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -3430973.250000 Penalty: 5008.069336
	Iteration 36Q: 3 clusters Score -3430973 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -3431029.750000 Penalty: 5008.069336
	Iteration 37Q: 3 clusters Score -3431030 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3431076.750000 Penalty: 5008.069336
	Iteration 38Q: 3 clusters Score -3431077 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3431120.500000 Penalty: 5008.069336
	Iteration 39Q: 3 clusters Score -3431120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3431176.000000 Penalty: 5008.069336
	Iteration 40F: 3 clusters Score -3431176 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3431213.750000 Penalty: 5008.069336
	Iteration 41Q: 3 clusters Score -3431214 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3431254.000000 Penalty: 5008.069336
	Iteration 42Q: 3 clusters Score -3431254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3431297.500000 Penalty: 5008.069336
	Iteration 43Q: 3 clusters Score -3431298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3431343.750000 Penalty: 5008.069336
	Iteration 44Q: 3 clusters Score -3431344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3431368.000000 Penalty: 5008.069336
	Iteration 45Q: 3 clusters Score -3431368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3431389.000000 Penalty: 5008.069336
	Iteration 46Q: 3 clusters Score -3431389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3431414.000000 Penalty: 5008.069336
	Iteration 47Q: 3 clusters Score -3431414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3431440.250000 Penalty: 5008.069336
	Iteration 48Q: 3 clusters Score -3431440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3431455.750000 Penalty: 5008.069336
	Iteration 49Q: 3 clusters Score -3431456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3431469.750000 Penalty: 5008.069336
	Iteration 50Q: 3 clusters Score -3431470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3431475.750000 Penalty: 5008.069336
	Iteration 51Q: 3 clusters Score -3431476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3431484.000000 Penalty: 5008.069336
	Iteration 52Q: 3 clusters Score -3431484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3431489.750000 Penalty: 5008.069336
	Iteration 53Q: 3 clusters Score -3431490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -3431498.500000 Penalty: 5008.069336
	Iteration 54Q: 3 clusters Score -3431498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3431509.250000 Penalty: 5008.069336
	Iteration 55Q: 3 clusters Score -3431509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3431517.000000 Penalty: 5008.069336
	Iteration 56Q: 3 clusters Score -3431517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3431526.750000 Penalty: 5008.069336
	Iteration 57Q: 3 clusters Score -3431527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3431536.750000 Penalty: 5008.069336
	Iteration 58Q: 3 clusters Score -3431537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -3431541.500000 Penalty: 5008.069336
	Iteration 59Q: 3 clusters Score -3431542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -3431547.250000 Penalty: 5008.069336
	Iteration 60F: 3 clusters Score -3431547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3431554.000000 Penalty: 5008.069336
	Iteration 61Q: 3 clusters Score -3431554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3431562.750000 Penalty: 5008.069336
	Iteration 62Q: 3 clusters Score -3431563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -3431564.500000 Penalty: 5008.069336
	Iteration 63Q: 3 clusters Score -3431564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3431561.500000 Penalty: 5008.069336
	Iteration 64Q: 3 clusters Score -3431562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -3431565.750000 Penalty: 5008.069336
	Iteration 65Q: 3 clusters Score -3431566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3431573.000000 Penalty: 5008.069336
	Iteration 66Q: 3 clusters Score -3431573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3431577.750000 Penalty: 5008.069336
	Iteration 67Q: 3 clusters Score -3431578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3431584.250000 Penalty: 5008.069336
	Iteration 68Q: 3 clusters Score -3431584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3431587.000000 Penalty: 5008.069336
	Iteration 69Q: 3 clusters Score -3431587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3431593.000000 Penalty: 5008.069336
	Iteration 70Q: 3 clusters Score -3431593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3431596.250000 Penalty: 5008.069336
	Iteration 71Q: 3 clusters Score -3431596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3431596.500000 Penalty: 5008.069336
	Iteration 72Q: 3 clusters Score -3431596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -3431599.500000 Penalty: 5008.069336
	Iteration 73Q: 3 clusters Score -3431600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -3431603.500000 Penalty: 5008.069336
	Iteration 74Q: 3 clusters Score -3431604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3431609.000000 Penalty: 5008.069336
	Iteration 75Q: 3 clusters Score -3431609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3431608.000000 Penalty: 5008.069336
	Iteration 76Q: 3 clusters Score -3431608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -3431606.500000 Penalty: 5008.069336
	Iteration 77Q: 3 clusters Score -3431606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3431605.000000 Penalty: 5008.069336
	Iteration 78Q: 3 clusters Score -3431605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -3431605.000000 Penalty: 5008.069336
	Iteration 79F: 3 clusters Score -3431605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1749424.750000 Penalty: 2346.930908
	Iteration 0F: 2 clusters Score -1749425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1739897.250000 Penalty: 4693.861816
	Iteration 0F: 3 clusters Score -1739897 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1742980.250000 Penalty: 4693.861816
	Iteration 1F: 3 clusters Score -1742980 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1743694.125000 Penalty: 4693.861816
	Iteration 2F: 3 clusters Score -1743694 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1744563.375000 Penalty: 4693.861816
	Iteration 3F: 3 clusters Score -1744563 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1745738.625000 Penalty: 4693.861816
	Iteration 4F: 3 clusters Score -1745739 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1746774.500000 Penalty: 4693.861816
	Iteration 5F: 3 clusters Score -1746774 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1747548.875000 Penalty: 4693.861816
	Iteration 6F: 3 clusters Score -1747549 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1747995.500000 Penalty: 4693.861816
	Iteration 7Q: 3 clusters Score -1747996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1748200.625000 Penalty: 4693.861816
	Iteration 8Q: 3 clusters Score -1748201 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1748275.625000 Penalty: 4693.861816
	Iteration 9Q: 3 clusters Score -1748276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1748312.750000 Penalty: 4693.861816
	Iteration 10Q: 3 clusters Score -1748313 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1748340.125000 Penalty: 4693.861816
	Iteration 11Q: 3 clusters Score -1748340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1748355.500000 Penalty: 4693.861816
	Iteration 12Q: 3 clusters Score -1748356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1748371.500000 Penalty: 4693.861816
	Iteration 13Q: 3 clusters Score -1748372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1748381.000000 Penalty: 4693.861816
	Iteration 14Q: 3 clusters Score -1748381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1748392.125000 Penalty: 4693.861816
	Iteration 15Q: 3 clusters Score -1748392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1748393.250000 Penalty: 4693.861816
	Iteration 16Q: 3 clusters Score -1748393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1748403.750000 Penalty: 4693.861816
	Iteration 17Q: 3 clusters Score -1748404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1748401.500000 Penalty: 4693.861816
	Iteration 18Q: 3 clusters Score -1748402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1748408.500000 Penalty: 4693.861816
	Iteration 19Q: 3 clusters Score -1748408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1748413.250000 Penalty: 4693.861816
	Iteration 20F: 3 clusters Score -1748413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1748411.375000 Penalty: 4693.861816
	Iteration 21Q: 3 clusters Score -1748411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1748413.750000 Penalty: 4693.861816
	Iteration 22Q: 3 clusters Score -1748414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1748415.500000 Penalty: 4693.861816
	Iteration 23Q: 3 clusters Score -1748416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1748420.500000 Penalty: 4693.861816
	Iteration 24Q: 3 clusters Score -1748420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1748419.625000 Penalty: 4693.861816
	Iteration 25Q: 3 clusters Score -1748420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1748424.250000 Penalty: 4693.861816
	Iteration 26Q: 3 clusters Score -1748424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1748424.750000 Penalty: 4693.861816
	Iteration 27Q: 3 clusters Score -1748425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1748429.875000 Penalty: 4693.861816
	Iteration 28Q: 3 clusters Score -1748430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1748434.125000 Penalty: 4693.861816
	Iteration 29Q: 3 clusters Score -1748434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1748432.875000 Penalty: 4693.861816
	Iteration 30Q: 3 clusters Score -1748433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1748436.125000 Penalty: 4693.861816
	Iteration 31Q: 3 clusters Score -1748436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1748435.250000 Penalty: 4693.861816
	Iteration 32Q: 3 clusters Score -1748435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1748431.625000 Penalty: 4693.861816
	Iteration 33Q: 3 clusters Score -1748432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1748436.250000 Penalty: 4693.861816
	Iteration 34Q: 3 clusters Score -1748436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1748437.250000 Penalty: 4693.861816
	Iteration 35Q: 3 clusters Score -1748437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1748441.375000 Penalty: 4693.861816
	Iteration 36Q: 3 clusters Score -1748441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1748441.375000 Penalty: 4693.861816
	Iteration 37Q: 3 clusters Score -1748441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1748440.500000 Penalty: 4693.861816
	Iteration 38Q: 3 clusters Score -1748440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1748440.500000 Penalty: 4693.861816
	Iteration 39Q: 3 clusters Score -1748440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1748443.375000 Penalty: 4693.861816
	Iteration 40F: 3 clusters Score -1748443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1748445.250000 Penalty: 4693.861816
	Iteration 41Q: 3 clusters Score -1748445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1748445.750000 Penalty: 4693.861816
	Iteration 42Q: 3 clusters Score -1748446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1748452.000000 Penalty: 4693.861816
	Iteration 43Q: 3 clusters Score -1748452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1748449.250000 Penalty: 4693.861816
	Iteration 44Q: 3 clusters Score -1748449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1748453.375000 Penalty: 4693.861816
	Iteration 45Q: 3 clusters Score -1748453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1748452.125000 Penalty: 4693.861816
	Iteration 46Q: 3 clusters Score -1748452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1748452.250000 Penalty: 4693.861816
	Iteration 47Q: 3 clusters Score -1748452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1748457.750000 Penalty: 4693.861816
	Iteration 48Q: 3 clusters Score -1748458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1748454.750000 Penalty: 4693.861816
	Iteration 49Q: 3 clusters Score -1748455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1748457.375000 Penalty: 4693.861816
	Iteration 50Q: 3 clusters Score -1748457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1748458.250000 Penalty: 4693.861816
	Iteration 51Q: 3 clusters Score -1748458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1748459.625000 Penalty: 4693.861816
	Iteration 52Q: 3 clusters Score -1748460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -1748459.625000 Penalty: 4693.861816
	Iteration 53F: 3 clusters Score -1748460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -290430.375000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -290430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287741.375000 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -287741.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288455.125000 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -288455.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288738.343750 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -288738.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -288875.000000 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -288875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -288946.062500 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -288946.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288995.343750 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -288995.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -289032.312500 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -289032.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -289054.562500 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -289054.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -289074.375000 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -289074.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -289093.781250 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -289093.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -289114.343750 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -289114.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -289136.531250 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -289136.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -289164.875000 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -289164.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -289188.562500 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -289188.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -289208.812500 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -289208.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -289221.750000 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -289221.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -289238.375000 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -289238.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -289255.281250 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -289255.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -289269.437500 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -289269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -289278.000000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -289278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -289287.000000 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -289287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -289290.593750 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -289290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -289294.093750 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -289294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -289296.062500 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -289296.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -289297.500000 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -289297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -289300.062500 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -289300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -289306.031250 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -289306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -289311.156250 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -289311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -289317.000000 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -289317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -289325.750000 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -289325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -289332.906250 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -289332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -289336.375000 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -289336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289339.812500 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -289339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -289344.218750 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -289344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -289347.937500 Penalty: 3802.678467
	Iteration 34Q: 3 clusters Score -289347.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -289354.125000 Penalty: 3802.678467
	Iteration 35Q: 3 clusters Score -289354.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -289361.718750 Penalty: 3802.678467
	Iteration 36Q: 3 clusters Score -289361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -289363.750000 Penalty: 3802.678467
	Iteration 37Q: 3 clusters Score -289363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -289367.156250 Penalty: 3802.678467
	Iteration 38Q: 3 clusters Score -289367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -289368.718750 Penalty: 3802.678467
	Iteration 39Q: 3 clusters Score -289368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -289369.312500 Penalty: 3802.678467
	Iteration 40F: 3 clusters Score -289369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -289373.406250 Penalty: 3802.678467
	Iteration 41Q: 3 clusters Score -289373.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -289375.531250 Penalty: 3802.678467
	Iteration 42Q: 3 clusters Score -289375.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -289379.031250 Penalty: 3802.678467
	Iteration 43Q: 3 clusters Score -289379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -289382.593750 Penalty: 3802.678467
	Iteration 44Q: 3 clusters Score -289382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -289386.562500 Penalty: 3802.678467
	Iteration 45Q: 3 clusters Score -289386.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -289389.468750 Penalty: 3802.678467
	Iteration 46Q: 3 clusters Score -289389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289392.156250 Penalty: 3802.678467
	Iteration 47Q: 3 clusters Score -289392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -289393.187500 Penalty: 3802.678467
	Iteration 48Q: 3 clusters Score -289393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -289393.187500 Penalty: 3802.678467
	Iteration 49F: 3 clusters Score -289393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (145065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145065 members 
Entering Unmasked Estep 
Score: -20295760.000000 Penalty: 2947.464355
	Iteration 0F: 2 clusters Score -2.029576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 72305 members 
Entering Unmasked Estep 
Score: -20205524.000000 Penalty: 5894.928711
	Iteration 0F: 3 clusters Score -2.020552e+07 nChanged 69305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74389 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -20245644.000000 Penalty: 5894.928711
	Iteration 1F: 3 clusters Score -2.024564e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75629 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -20246638.000000 Penalty: 5894.928711
	Iteration 2Q: 3 clusters Score -2.024664e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77472 members 
Mstep: Class 2 contains 67593 members 
Entering Unmasked Estep 
Score: -20248072.000000 Penalty: 5894.928711
	Iteration 3Q: 3 clusters Score -2.024807e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -20250304.000000 Penalty: 5894.928711
	Iteration 4Q: 3 clusters Score -2.02503e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84221 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -20253618.000000 Penalty: 5894.928711
	Iteration 5Q: 3 clusters Score -2.025362e+07 nChanged 7939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89414 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -20258516.000000 Penalty: 5894.928711
	Iteration 6F: 3 clusters Score -2.025852e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -20264414.000000 Penalty: 5894.928711
	Iteration 7F: 3 clusters Score -2.026441e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -20270482.000000 Penalty: 5894.928711
	Iteration 8F: 3 clusters Score -2.027048e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107820 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -20275554.000000 Penalty: 5894.928711
	Iteration 9F: 3 clusters Score -2.027555e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112364 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -20279184.000000 Penalty: 5894.928711
	Iteration 10Q: 3 clusters Score -2.027918e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115716 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -20281204.000000 Penalty: 5894.928711
	Iteration 11Q: 3 clusters Score -2.02812e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -20282698.000000 Penalty: 5894.928711
	Iteration 12Q: 3 clusters Score -2.02827e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -20283730.000000 Penalty: 5894.928711
	Iteration 13Q: 3 clusters Score -2.028373e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121856 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -20284460.000000 Penalty: 5894.928711
	Iteration 14Q: 3 clusters Score -2.028446e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123174 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -20284934.000000 Penalty: 5894.928711
	Iteration 15Q: 3 clusters Score -2.028493e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -20285422.000000 Penalty: 5894.928711
	Iteration 16Q: 3 clusters Score -2.028542e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125401 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -20285758.000000 Penalty: 5894.928711
	Iteration 17Q: 3 clusters Score -2.028576e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126431 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -20286138.000000 Penalty: 5894.928711
	Iteration 18Q: 3 clusters Score -2.028614e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127379 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -20286502.000000 Penalty: 5894.928711
	Iteration 19Q: 3 clusters Score -2.02865e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128274 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -20286914.000000 Penalty: 5894.928711
	Iteration 20F: 3 clusters Score -2.028691e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129110 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -20287226.000000 Penalty: 5894.928711
	Iteration 21Q: 3 clusters Score -2.028723e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129889 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -20287706.000000 Penalty: 5894.928711
	Iteration 22Q: 3 clusters Score -2.028771e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -20288024.000000 Penalty: 5894.928711
	Iteration 23Q: 3 clusters Score -2.028802e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131280 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -20288420.000000 Penalty: 5894.928711
	Iteration 24Q: 3 clusters Score -2.028842e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131894 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -20288856.000000 Penalty: 5894.928711
	Iteration 25Q: 3 clusters Score -2.028886e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132461 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -20289232.000000 Penalty: 5894.928711
	Iteration 26Q: 3 clusters Score -2.028923e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132981 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -20289762.000000 Penalty: 5894.928711
	Iteration 27Q: 3 clusters Score -2.028976e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133439 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -20289992.000000 Penalty: 5894.928711
	Iteration 28Q: 3 clusters Score -2.028999e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133829 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -20290228.000000 Penalty: 5894.928711
	Iteration 29Q: 3 clusters Score -2.029023e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134207 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -20290490.000000 Penalty: 5894.928711
	Iteration 30Q: 3 clusters Score -2.029049e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134517 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -20290756.000000 Penalty: 5894.928711
	Iteration 31Q: 3 clusters Score -2.029076e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -20290958.000000 Penalty: 5894.928711
	Iteration 32Q: 3 clusters Score -2.029096e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135102 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -20291024.000000 Penalty: 5894.928711
	Iteration 33Q: 3 clusters Score -2.029102e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135403 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -20291206.000000 Penalty: 5894.928711
	Iteration 34Q: 3 clusters Score -2.029121e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135715 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -20291390.000000 Penalty: 5894.928711
	Iteration 35Q: 3 clusters Score -2.029139e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136014 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -20291506.000000 Penalty: 5894.928711
	Iteration 36Q: 3 clusters Score -2.029151e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136288 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -20291736.000000 Penalty: 5894.928711
	Iteration 37Q: 3 clusters Score -2.029174e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -20291892.000000 Penalty: 5894.928711
	Iteration 38Q: 3 clusters Score -2.029189e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136844 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -20292028.000000 Penalty: 5894.928711
	Iteration 39Q: 3 clusters Score -2.029203e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -20292186.000000 Penalty: 5894.928711
	Iteration 40F: 3 clusters Score -2.029219e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -20292268.000000 Penalty: 5894.928711
	Iteration 41Q: 3 clusters Score -2.029227e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -20292354.000000 Penalty: 5894.928711
	Iteration 42Q: 3 clusters Score -2.029235e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137671 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -20292444.000000 Penalty: 5894.928711
	Iteration 43Q: 3 clusters Score -2.029244e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137830 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -20292536.000000 Penalty: 5894.928711
	Iteration 44Q: 3 clusters Score -2.029254e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -20292682.000000 Penalty: 5894.928711
	Iteration 45Q: 3 clusters Score -2.029268e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138116 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -20292792.000000 Penalty: 5894.928711
	Iteration 46Q: 3 clusters Score -2.029279e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138276 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -20292890.000000 Penalty: 5894.928711
	Iteration 47Q: 3 clusters Score -2.029289e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138414 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -20292942.000000 Penalty: 5894.928711
	Iteration 48Q: 3 clusters Score -2.029294e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138572 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -20293034.000000 Penalty: 5894.928711
	Iteration 49Q: 3 clusters Score -2.029303e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138726 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -20293220.000000 Penalty: 5894.928711
	Iteration 50Q: 3 clusters Score -2.029322e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138880 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -20293370.000000 Penalty: 5894.928711
	Iteration 51Q: 3 clusters Score -2.029337e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -20293630.000000 Penalty: 5894.928711
	Iteration 52Q: 3 clusters Score -2.029363e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139128 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -20293972.000000 Penalty: 5894.928711
	Iteration 53Q: 3 clusters Score -2.029397e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139227 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -20294268.000000 Penalty: 5894.928711
	Iteration 54Q: 3 clusters Score -2.029427e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139200 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -20294544.000000 Penalty: 5894.928711
	Iteration 55Q: 3 clusters Score -2.029454e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139164 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -20294788.000000 Penalty: 5894.928711
	Iteration 56Q: 3 clusters Score -2.029479e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139050 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -20294932.000000 Penalty: 5894.928711
	Iteration 57Q: 3 clusters Score -2.029493e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138931 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -20295008.000000 Penalty: 5894.928711
	Iteration 58Q: 3 clusters Score -2.029501e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138814 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -20295046.000000 Penalty: 5894.928711
	Iteration 59Q: 3 clusters Score -2.029505e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -20295106.000000 Penalty: 5894.928711
	Iteration 60F: 3 clusters Score -2.029511e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138585 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -20295126.000000 Penalty: 5894.928711
	Iteration 61Q: 3 clusters Score -2.029513e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138450 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -20295144.000000 Penalty: 5894.928711
	Iteration 62Q: 3 clusters Score -2.029514e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138327 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -20295212.000000 Penalty: 5894.928711
	Iteration 63Q: 3 clusters Score -2.029521e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138220 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -20295224.000000 Penalty: 5894.928711
	Iteration 64Q: 3 clusters Score -2.029522e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -20295220.000000 Penalty: 5894.928711
	Iteration 65Q: 3 clusters Score -2.029522e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 66Q: 3 clusters Score -2.029518e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137977 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -20295188.000000 Penalty: 5894.928711
	Iteration 67Q: 3 clusters Score -2.029519e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137923 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -20295176.000000 Penalty: 5894.928711
	Iteration 68Q: 3 clusters Score -2.029518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137865 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -20295186.000000 Penalty: 5894.928711
	Iteration 69Q: 3 clusters Score -2.029519e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137825 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 70Q: 3 clusters Score -2.029518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137798 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -20295218.000000 Penalty: 5894.928711
	Iteration 71Q: 3 clusters Score -2.029522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137772 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -20295182.000000 Penalty: 5894.928711
	Iteration 72Q: 3 clusters Score -2.029518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 73Q: 3 clusters Score -2.029518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137740 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -20295200.000000 Penalty: 5894.928711
	Iteration 74Q: 3 clusters Score -2.02952e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137724 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -20295202.000000 Penalty: 5894.928711
	Iteration 75Q: 3 clusters Score -2.02952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -20295198.000000 Penalty: 5894.928711
	Iteration 76Q: 3 clusters Score -2.02952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137701 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -20295190.000000 Penalty: 5894.928711
	Iteration 77Q: 3 clusters Score -2.029519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137693 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -20295186.000000 Penalty: 5894.928711
	Iteration 78Q: 3 clusters Score -2.029519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -20295176.000000 Penalty: 5894.928711
	Iteration 79Q: 3 clusters Score -2.029518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137682 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -20295190.000000 Penalty: 5894.928711
	Iteration 80F: 3 clusters Score -2.029519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 81Q: 3 clusters Score -2.029518e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137672 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -20295196.000000 Penalty: 5894.928711
	Iteration 82Q: 3 clusters Score -2.02952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137665 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -20295178.000000 Penalty: 5894.928711
	Iteration 83Q: 3 clusters Score -2.029518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137656 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -20295188.000000 Penalty: 5894.928711
	Iteration 84Q: 3 clusters Score -2.029519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137648 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -20295192.000000 Penalty: 5894.928711
	Iteration 85Q: 3 clusters Score -2.029519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137644 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -20295182.000000 Penalty: 5894.928711
	Iteration 86Q: 3 clusters Score -2.029518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137639 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -20295192.000000 Penalty: 5894.928711
	Iteration 87Q: 3 clusters Score -2.029519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137633 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 88Q: 3 clusters Score -2.029518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -20295184.000000 Penalty: 5894.928711
	Iteration 89Q: 3 clusters Score -2.029518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -20295182.000000 Penalty: 5894.928711
	Iteration 90Q: 3 clusters Score -2.029518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137629 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -20295182.000000 Penalty: 5894.928711
	Iteration 91F: 3 clusters Score -2.029518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Entering Unmasked Estep 
Score: -2245138.750000 Penalty: 2398.873779
	Iteration 0F: 2 clusters Score -2245139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2233675.500000 Penalty: 4797.747559
	Iteration 0F: 3 clusters Score -2233676 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -2237443.000000 Penalty: 4797.747559
	Iteration 1F: 3 clusters Score -2237443 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2237929.250000 Penalty: 4797.747559
	Iteration 2F: 3 clusters Score -2237929 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2238381.500000 Penalty: 4797.747559
	Iteration 3F: 3 clusters Score -2238382 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2238829.500000 Penalty: 4797.747559
	Iteration 4Q: 3 clusters Score -2238830 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2239265.750000 Penalty: 4797.747559
	Iteration 5Q: 3 clusters Score -2239266 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2239722.250000 Penalty: 4797.747559
	Iteration 6Q: 3 clusters Score -2239722 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2240267.500000 Penalty: 4797.747559
	Iteration 7F: 3 clusters Score -2240268 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2240748.000000 Penalty: 4797.747559
	Iteration 8F: 3 clusters Score -2240748 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2241221.750000 Penalty: 4797.747559
	Iteration 9F: 3 clusters Score -2241222 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2241657.000000 Penalty: 4797.747559
	Iteration 10Q: 3 clusters Score -2241657 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2242085.000000 Penalty: 4797.747559
	Iteration 11Q: 3 clusters Score -2242085 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2242560.750000 Penalty: 4797.747559
	Iteration 12Q: 3 clusters Score -2242561 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2243010.500000 Penalty: 4797.747559
	Iteration 13Q: 3 clusters Score -2243010 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2243427.500000 Penalty: 4797.747559
	Iteration 14Q: 3 clusters Score -2243428 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2243793.250000 Penalty: 4797.747559
	Iteration 15Q: 3 clusters Score -2243793 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2244079.500000 Penalty: 4797.747559
	Iteration 16Q: 3 clusters Score -2244080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2244317.250000 Penalty: 4797.747559
	Iteration 17Q: 3 clusters Score -2244317 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2244497.500000 Penalty: 4797.747559
	Iteration 18Q: 3 clusters Score -2244498 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2244649.750000 Penalty: 4797.747559
	Iteration 19Q: 3 clusters Score -2244650 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2244749.750000 Penalty: 4797.747559
	Iteration 20F: 3 clusters Score -2244750 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2244820.500000 Penalty: 4797.747559
	Iteration 21Q: 3 clusters Score -2244820 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2244875.750000 Penalty: 4797.747559
	Iteration 22Q: 3 clusters Score -2244876 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2244918.000000 Penalty: 4797.747559
	Iteration 23Q: 3 clusters Score -2244918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2244929.500000 Penalty: 4797.747559
	Iteration 24Q: 3 clusters Score -2244930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2244943.750000 Penalty: 4797.747559
	Iteration 25Q: 3 clusters Score -2244944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2244950.750000 Penalty: 4797.747559
	Iteration 26Q: 3 clusters Score -2244951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2244959.500000 Penalty: 4797.747559
	Iteration 27Q: 3 clusters Score -2244960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2244963.500000 Penalty: 4797.747559
	Iteration 28Q: 3 clusters Score -2244964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2244970.250000 Penalty: 4797.747559
	Iteration 29Q: 3 clusters Score -2244970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2244972.750000 Penalty: 4797.747559
	Iteration 30Q: 3 clusters Score -2244973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2244976.500000 Penalty: 4797.747559
	Iteration 31Q: 3 clusters Score -2244976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2244976.250000 Penalty: 4797.747559
	Iteration 32Q: 3 clusters Score -2244976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2244976.250000 Penalty: 4797.747559
	Iteration 33F: 3 clusters Score -2244976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Entering Unmasked Estep 
Score: -2328053.000000 Penalty: 2406.122070
	Iteration 0F: 2 clusters Score -2328053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2316370.500000 Penalty: 4812.244141
	Iteration 0F: 3 clusters Score -2316370 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2320008.250000 Penalty: 4812.244141
	Iteration 1F: 3 clusters Score -2320008 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2320376.250000 Penalty: 4812.244141
	Iteration 2F: 3 clusters Score -2320376 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2320695.750000 Penalty: 4812.244141
	Iteration 3Q: 3 clusters Score -2320696 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2320957.250000 Penalty: 4812.244141
	Iteration 4Q: 3 clusters Score -2320957 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2321202.250000 Penalty: 4812.244141
	Iteration 5Q: 3 clusters Score -2321202 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -2321456.000000 Penalty: 4812.244141
	Iteration 6Q: 3 clusters Score -2321456 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2321745.250000 Penalty: 4812.244141
	Iteration 7Q: 3 clusters Score -2321745 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2322084.500000 Penalty: 4812.244141
	Iteration 8Q: 3 clusters Score -2322084 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2322509.250000 Penalty: 4812.244141
	Iteration 9Q: 3 clusters Score -2322509 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2323004.250000 Penalty: 4812.244141
	Iteration 10Q: 3 clusters Score -2323004 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2323566.250000 Penalty: 4812.244141
	Iteration 11Q: 3 clusters Score -2323566 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2324103.750000 Penalty: 4812.244141
	Iteration 12Q: 3 clusters Score -2324104 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2324604.750000 Penalty: 4812.244141
	Iteration 13Q: 3 clusters Score -2324605 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2324991.750000 Penalty: 4812.244141
	Iteration 14Q: 3 clusters Score -2324992 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2325278.000000 Penalty: 4812.244141
	Iteration 15Q: 3 clusters Score -2325278 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2325487.000000 Penalty: 4812.244141
	Iteration 16Q: 3 clusters Score -2325487 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2325629.000000 Penalty: 4812.244141
	Iteration 17Q: 3 clusters Score -2325629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2325713.750000 Penalty: 4812.244141
	Iteration 18Q: 3 clusters Score -2325714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2325771.250000 Penalty: 4812.244141
	Iteration 19Q: 3 clusters Score -2325771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2325818.500000 Penalty: 4812.244141
	Iteration 20F: 3 clusters Score -2325818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2325848.000000 Penalty: 4812.244141
	Iteration 21Q: 3 clusters Score -2325848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2325876.500000 Penalty: 4812.244141
	Iteration 22Q: 3 clusters Score -2325876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2325899.000000 Penalty: 4812.244141
	Iteration 23Q: 3 clusters Score -2325899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2325907.750000 Penalty: 4812.244141
	Iteration 24Q: 3 clusters Score -2325908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2325912.750000 Penalty: 4812.244141
	Iteration 25Q: 3 clusters Score -2325913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2325915.750000 Penalty: 4812.244141
	Iteration 26Q: 3 clusters Score -2325916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2325919.500000 Penalty: 4812.244141
	Iteration 27Q: 3 clusters Score -2325920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2325919.500000 Penalty: 4812.244141
	Iteration 28Q: 3 clusters Score -2325920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2325920.000000 Penalty: 4812.244141
	Iteration 29Q: 3 clusters Score -2325920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2325920.000000 Penalty: 4812.244141
	Iteration 30F: 3 clusters Score -2325920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 4 contains 147082 members 
Mstep: Class 6 contains 146306 members 
Mstep: Class 7 contains 25273 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 74693 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 1959 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 145065 members 
Mstep: Class 19 contains 15881 members 
Mstep: Class 20 contains 16352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908024.000000 Penalty: 52896.847656
Iteration 39Q: 17 clusters Score -8.490802e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 149470 members 
Mstep: Class 6 contains 146143 members 
Mstep: Class 7 contains 25484 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 72080 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 24087 members 
Mstep: Class 14 contains 13351 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 17 contains 144589 members 
Mstep: Class 19 contains 15864 members 
Mstep: Class 20 contains 16731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911032.000000 Penalty: 52896.847656
Iteration 40F: 17 clusters Score -8.491103e+07 nChanged 10311
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1112 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152075 members 
Mstep: Class 6 contains 144584 members 
Mstep: Class 7 contains 25913 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 68657 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 1958 members 
Mstep: Class 13 contains 23909 members 
Mstep: Class 14 contains 13874 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 17 contains 145788 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 17147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911208.000000 Penalty: 52896.847656
Iteration 41Q: 17 clusters Score -8.491121e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1111 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154734 members 
Mstep: Class 6 contains 143193 members 
Mstep: Class 7 contains 26311 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 65465 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 14 contains 14429 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 17 contains 146399 members 
Mstep: Class 19 contains 15841 members 
Mstep: Class 20 contains 17676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911368.000000 Penalty: 52896.847656
Iteration 42Q: 17 clusters Score -8.491137e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157315 members 
Mstep: Class 6 contains 141931 members 
Mstep: Class 7 contains 26668 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 62421 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 23521 members 
Mstep: Class 14 contains 15022 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 17 contains 146744 members 
Mstep: Class 19 contains 15876 members 
Mstep: Class 20 contains 18287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912192.000000 Penalty: 52896.847656
Iteration 43Q: 17 clusters Score -8.491219e+07 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 160102 members 
Mstep: Class 6 contains 140584 members 
Mstep: Class 7 contains 26997 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 59380 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 23312 members 
Mstep: Class 14 contains 15661 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 17 contains 146828 members 
Mstep: Class 19 contains 15927 members 
Mstep: Class 20 contains 18989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912688.000000 Penalty: 52896.847656
Iteration 44Q: 17 clusters Score -8.491269e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 163339 members 
Mstep: Class 6 contains 138894 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 56320 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 23074 members 
Mstep: Class 14 contains 16364 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 17 contains 146717 members 
Mstep: Class 19 contains 15972 members 
Mstep: Class 20 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912640.000000 Penalty: 52896.847656
Iteration 45Q: 17 clusters Score -8.491264e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 167260 members 
Mstep: Class 6 contains 136561 members 
Mstep: Class 7 contains 27584 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 53200 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 22840 members 
Mstep: Class 14 contains 17057 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 17 contains 146491 members 
Mstep: Class 19 contains 16068 members 
Mstep: Class 20 contains 20701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912608.000000 Penalty: 52896.847656
Iteration 46Q: 17 clusters Score -8.491261e+07 nChanged 12042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 171766 members 
Mstep: Class 6 contains 133330 members 
Mstep: Class 7 contains 27836 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 50291 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 22616 members 
Mstep: Class 14 contains 17854 members 
Mstep: Class 15 contains 2139 members 
Mstep: Class 17 contains 146204 members 
Mstep: Class 19 contains 16181 members 
Mstep: Class 20 contains 21677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912920.000000 Penalty: 52896.847656
Iteration 47Q: 17 clusters Score -8.491292e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 176792 members 
Mstep: Class 6 contains 129178 members 
Mstep: Class 7 contains 28114 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 47650 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 22420 members 
Mstep: Class 14 contains 18709 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 17 contains 145904 members 
Mstep: Class 19 contains 16296 members 
Mstep: Class 20 contains 22672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912088.000000 Penalty: 52896.847656
Iteration 48Q: 17 clusters Score -8.491209e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 181812 members 
Mstep: Class 6 contains 124621 members 
Mstep: Class 7 contains 28444 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 22218 members 
Mstep: Class 14 contains 19588 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 17 contains 145755 members 
Mstep: Class 19 contains 16418 members 
Mstep: Class 20 contains 23646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84910096.000000 Penalty: 52896.847656
Iteration 49Q: 17 clusters Score -8.49101e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 186445 members 
Mstep: Class 6 contains 119899 members 
Mstep: Class 7 contains 28812 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 42946 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 13 contains 22101 members 
Mstep: Class 14 contains 20518 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 17 contains 145754 members 
Mstep: Class 19 contains 16548 members 
Mstep: Class 20 contains 24667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908888.000000 Penalty: 52896.847656
Iteration 50Q: 17 clusters Score -8.490889e+07 nChanged 13814
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 190210 members 
Mstep: Class 6 contains 115363 members 
Mstep: Class 7 contains 29270 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 40871 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 22093 members 
Mstep: Class 14 contains 21442 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 146015 members 
Mstep: Class 19 contains 16730 members 
Mstep: Class 20 contains 25682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84907264.000000 Penalty: 52896.847656
Iteration 51Q: 17 clusters Score -8.490726e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 192941 members 
Mstep: Class 6 contains 111256 members 
Mstep: Class 7 contains 29704 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 39136 members 
Mstep: Class 11 contains 1263 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 22151 members 
Mstep: Class 14 contains 22309 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 146551 members 
Mstep: Class 19 contains 16932 members 
Mstep: Class 20 contains 26691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905816.000000 Penalty: 52896.847656
Iteration 52Q: 17 clusters Score -8.490582e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 194338 members 
Mstep: Class 6 contains 108034 members 
Mstep: Class 7 contains 30119 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 37662 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 2037 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 23132 members 
Mstep: Class 15 contains 2178 members 
Mstep: Class 17 contains 147288 members 
Mstep: Class 19 contains 17197 members 
Mstep: Class 20 contains 27598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904408.000000 Penalty: 52896.847656
Iteration 53Q: 17 clusters Score -8.490441e+07 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 194691 members 
Mstep: Class 6 contains 105521 members 
Mstep: Class 7 contains 30477 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 36517 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 22466 members 
Mstep: Class 14 contains 23899 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 148108 members 
Mstep: Class 19 contains 17509 members 
Mstep: Class 20 contains 28459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84903128.000000 Penalty: 52896.847656
Iteration 54Q: 17 clusters Score -8.490313e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 194093 members 
Mstep: Class 6 contains 103688 members 
Mstep: Class 7 contains 30817 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 35589 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 22641 members 
Mstep: Class 14 contains 24584 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 149108 members 
Mstep: Class 19 contains 17919 members 
Mstep: Class 20 contains 29209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902800.000000 Penalty: 52896.847656
Iteration 55Q: 17 clusters Score -8.49028e+07 nChanged 8871
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 192851 members 
Mstep: Class 6 contains 102539 members 
Mstep: Class 7 contains 31124 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 34910 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 22845 members 
Mstep: Class 14 contains 25135 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 17 contains 150034 members 
Mstep: Class 19 contains 18357 members 
Mstep: Class 20 contains 29848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902712.000000 Penalty: 52896.847656
Iteration 56Q: 17 clusters Score -8.490271e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 191132 members 
Mstep: Class 6 contains 102078 members 
Mstep: Class 7 contains 31375 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 34394 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 2041 members 
Mstep: Class 13 contains 23043 members 
Mstep: Class 14 contains 25572 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 150758 members 
Mstep: Class 19 contains 18853 members 
Mstep: Class 20 contains 30438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902784.000000 Penalty: 52896.847656
Iteration 57Q: 17 clusters Score -8.490278e+07 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 189072 members 
Mstep: Class 6 contains 102241 members 
Mstep: Class 7 contains 31562 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 33929 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 23206 members 
Mstep: Class 14 contains 25891 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 17 contains 151432 members 
Mstep: Class 19 contains 19355 members 
Mstep: Class 20 contains 30946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84903456.000000 Penalty: 52896.847656
Iteration 58Q: 17 clusters Score -8.490346e+07 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 186816 members 
Mstep: Class 6 contains 102862 members 
Mstep: Class 7 contains 31701 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 33582 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 2046 members 
Mstep: Class 13 contains 23359 members 
Mstep: Class 14 contains 26141 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 17 contains 151884 members 
Mstep: Class 19 contains 19884 members 
Mstep: Class 20 contains 31402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904336.000000 Penalty: 52896.847656
Iteration 59Q: 17 clusters Score -8.490434e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 184416 members 
Mstep: Class 6 contains 103890 members 
Mstep: Class 7 contains 31834 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 33305 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 23481 members 
Mstep: Class 14 contains 26346 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 17 contains 152161 members 
Mstep: Class 19 contains 20374 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905184.000000 Penalty: 52896.847656
Iteration 60F: 17 clusters Score -8.490518e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 182066 members 
Mstep: Class 6 contains 105334 members 
Mstep: Class 7 contains 31953 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 33003 members 
Mstep: Class 11 contains 1277 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 23575 members 
Mstep: Class 14 contains 26489 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 17 contains 152230 members 
Mstep: Class 19 contains 20783 members 
Mstep: Class 20 contains 32191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905928.000000 Penalty: 52896.847656
Iteration 61Q: 17 clusters Score -8.490593e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 179683 members 
Mstep: Class 6 contains 107081 members 
Mstep: Class 7 contains 32009 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 32762 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 26608 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 17 contains 152186 members 
Mstep: Class 19 contains 21167 members 
Mstep: Class 20 contains 32471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84907248.000000 Penalty: 52896.847656
Iteration 62Q: 17 clusters Score -8.490725e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 177349 members 
Mstep: Class 6 contains 109077 members 
Mstep: Class 7 contains 32044 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 32504 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 2042 members 
Mstep: Class 13 contains 23682 members 
Mstep: Class 14 contains 26700 members 
Mstep: Class 15 contains 2187 members 
Mstep: Class 17 contains 152009 members 
Mstep: Class 19 contains 21517 members 
Mstep: Class 20 contains 32738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908416.000000 Penalty: 52896.847656
Iteration 63Q: 17 clusters Score -8.490842e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 175116 members 
Mstep: Class 6 contains 111218 members 
Mstep: Class 7 contains 32061 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 32256 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 23673 members 
Mstep: Class 14 contains 26785 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 17 contains 151752 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 32940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909296.000000 Penalty: 52896.847656
Iteration 64Q: 17 clusters Score -8.49093e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 172800 members 
Mstep: Class 6 contains 113593 members 
Mstep: Class 7 contains 32029 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 31990 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 23648 members 
Mstep: Class 14 contains 26900 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 17 contains 151449 members 
Mstep: Class 19 contains 22106 members 
Mstep: Class 20 contains 33102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84910544.000000 Penalty: 52896.847656
Iteration 65Q: 17 clusters Score -8.491054e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 170583 members 
Mstep: Class 6 contains 116151 members 
Mstep: Class 7 contains 31981 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 31695 members 
Mstep: Class 11 contains 1285 members 
Mstep: Class 12 contains 2038 members 
Mstep: Class 13 contains 23577 members 
Mstep: Class 14 contains 27027 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 17 contains 151069 members 
Mstep: Class 19 contains 22343 members 
Mstep: Class 20 contains 33196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911656.000000 Penalty: 52896.847656
Iteration 66Q: 17 clusters Score -8.491166e+07 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 168323 members 
Mstep: Class 6 contains 118918 members 
Mstep: Class 7 contains 31904 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 31381 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 2037 members 
Mstep: Class 13 contains 23458 members 
Mstep: Class 14 contains 27157 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 17 contains 150709 members 
Mstep: Class 19 contains 22515 members 
Mstep: Class 20 contains 33258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913296.000000 Penalty: 52896.847656
Iteration 67Q: 17 clusters Score -8.49133e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 166248 members 
Mstep: Class 6 contains 121764 members 
Mstep: Class 7 contains 31799 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 31057 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 23318 members 
Mstep: Class 14 contains 27261 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 17 contains 150184 members 
Mstep: Class 19 contains 22694 members 
Mstep: Class 20 contains 33302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84915112.000000 Penalty: 52896.847656
Iteration 68Q: 17 clusters Score -8.491511e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 164378 members 
Mstep: Class 6 contains 124634 members 
Mstep: Class 7 contains 31682 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 30746 members 
Mstep: Class 11 contains 1284 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 23159 members 
Mstep: Class 14 contains 27359 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 17 contains 149521 members 
Mstep: Class 19 contains 22858 members 
Mstep: Class 20 contains 33290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916160.000000 Penalty: 52896.847656
Iteration 69Q: 17 clusters Score -8.491616e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 162667 members 
Mstep: Class 6 contains 127424 members 
Mstep: Class 7 contains 31532 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 30456 members 
Mstep: Class 11 contains 1289 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 23002 members 
Mstep: Class 14 contains 27454 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 17 contains 148869 members 
Mstep: Class 19 contains 23012 members 
Mstep: Class 20 contains 33211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916960.000000 Penalty: 52896.847656
Iteration 70Q: 17 clusters Score -8.491696e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 160880 members 
Mstep: Class 6 contains 130305 members 
Mstep: Class 7 contains 31428 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 30156 members 
Mstep: Class 11 contains 1296 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 22859 members 
Mstep: Class 14 contains 27595 members 
Mstep: Class 15 contains 2175 members 
Mstep: Class 17 contains 148170 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 33118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918072.000000 Penalty: 52896.847656
Iteration 71Q: 17 clusters Score -8.491807e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 159163 members 
Mstep: Class 6 contains 133211 members 
Mstep: Class 7 contains 31308 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 29846 members 
Mstep: Class 11 contains 1301 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 22695 members 
Mstep: Class 14 contains 27720 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 147523 members 
Mstep: Class 19 contains 23194 members 
Mstep: Class 20 contains 32968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918912.000000 Penalty: 52896.847656
Iteration 72Q: 17 clusters Score -8.491891e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157507 members 
Mstep: Class 6 contains 136134 members 
Mstep: Class 7 contains 31205 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 29567 members 
Mstep: Class 11 contains 1315 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 22546 members 
Mstep: Class 14 contains 27885 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 17 contains 146711 members 
Mstep: Class 19 contains 23232 members 
Mstep: Class 20 contains 32837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920720.000000 Penalty: 52896.847656
Iteration 73Q: 17 clusters Score -8.492072e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156239 members 
Mstep: Class 6 contains 138982 members 
Mstep: Class 7 contains 31090 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 29287 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 22380 members 
Mstep: Class 14 contains 28051 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 17 contains 145622 members 
Mstep: Class 19 contains 23266 members 
Mstep: Class 20 contains 32686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921944.000000 Penalty: 52896.847656
Iteration 74Q: 17 clusters Score -8.492194e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155043 members 
Mstep: Class 6 contains 141895 members 
Mstep: Class 7 contains 30984 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 28945 members 
Mstep: Class 11 contains 1365 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 22207 members 
Mstep: Class 14 contains 28174 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 144507 members 
Mstep: Class 19 contains 23307 members 
Mstep: Class 20 contains 32516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923480.000000 Penalty: 52896.847656
Iteration 75Q: 17 clusters Score -8.492348e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 153946 members 
Mstep: Class 6 contains 144721 members 
Mstep: Class 7 contains 30826 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 28618 members 
Mstep: Class 11 contains 1384 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 22017 members 
Mstep: Class 14 contains 28330 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 17 contains 143413 members 
Mstep: Class 19 contains 23359 members 
Mstep: Class 20 contains 32330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924680.000000 Penalty: 52896.847656
Iteration 76Q: 17 clusters Score -8.492468e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 153197 members 
Mstep: Class 6 contains 147446 members 
Mstep: Class 7 contains 30653 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 28256 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 12 contains 2020 members 
Mstep: Class 13 contains 21865 members 
Mstep: Class 14 contains 28496 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 142124 members 
Mstep: Class 19 contains 23393 members 
Mstep: Class 20 contains 32110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925448.000000 Penalty: 52896.847656
Iteration 77Q: 17 clusters Score -8.492545e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152919 members 
Mstep: Class 6 contains 149853 members 
Mstep: Class 7 contains 30478 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27945 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 21780 members 
Mstep: Class 14 contains 28629 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 17 contains 140625 members 
Mstep: Class 19 contains 23434 members 
Mstep: Class 20 contains 31873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925432.000000 Penalty: 52896.847656
Iteration 78Q: 17 clusters Score -8.492543e+07 nChanged 6214
Entering ConstructFrom: 
Score: -84925432.000000 Penalty: 52896.847656
Entering ConstructFrom: 
Trying to split cluster 1 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -35685.023438 Penalty: 1425.058472
	Iteration 0F: 2 clusters Score -35685.02 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 155 members 
Entering Unmasked Estep 
Score: -34476.863281 Penalty: 2850.116943
	Iteration 0F: 3 clusters Score -34476.86 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34669.277344 Penalty: 2850.116943
	Iteration 1F: 3 clusters Score -34669.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34741.441406 Penalty: 2850.116943
	Iteration 2Q: 3 clusters Score -34741.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -34790.019531 Penalty: 2850.116943
	Iteration 3Q: 3 clusters Score -34790.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34823.289062 Penalty: 2850.116943
	Iteration 4Q: 3 clusters Score -34823.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34841.562500 Penalty: 2850.116943
	Iteration 5Q: 3 clusters Score -34841.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -34857.925781 Penalty: 2850.116943
	Iteration 6Q: 3 clusters Score -34857.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -34874.128906 Penalty: 2850.116943
	Iteration 7Q: 3 clusters Score -34874.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34878.519531 Penalty: 2850.116943
	Iteration 8Q: 3 clusters Score -34878.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -34886.777344 Penalty: 2850.116943
	Iteration 9Q: 3 clusters Score -34886.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -34900.667969 Penalty: 2850.116943
	Iteration 10Q: 3 clusters Score -34900.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34902.296875 Penalty: 2850.116943
	Iteration 11Q: 3 clusters Score -34902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -34907.976562 Penalty: 2850.116943
	Iteration 12Q: 3 clusters Score -34907.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -34924.000000 Penalty: 2850.116943
	Iteration 13Q: 3 clusters Score -34924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -34927.074219 Penalty: 2850.116943
	Iteration 14Q: 3 clusters Score -34927.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -34938.203125 Penalty: 2850.116943
	Iteration 15Q: 3 clusters Score -34938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -34960.730469 Penalty: 2850.116943
	Iteration 16Q: 3 clusters Score -34960.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -35024.449219 Penalty: 2850.116943
	Iteration 17Q: 3 clusters Score -35024.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -35029.222656 Penalty: 2850.116943
	Iteration 18Q: 3 clusters Score -35029.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -35033.984375 Penalty: 2850.116943
	Iteration 19Q: 3 clusters Score -35033.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -35040.328125 Penalty: 2850.116943
	Iteration 20F: 3 clusters Score -35040.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -35053.925781 Penalty: 2850.116943
	Iteration 21Q: 3 clusters Score -35053.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -35087.761719 Penalty: 2850.116943
	Iteration 22Q: 3 clusters Score -35087.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -35122.773438 Penalty: 2850.116943
	Iteration 23Q: 3 clusters Score -35122.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -35173.390625 Penalty: 2850.116943
	Iteration 24Q: 3 clusters Score -35173.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -35257.921875 Penalty: 2850.116943
	Iteration 25Q: 3 clusters Score -35257.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35308.906250 Penalty: 2850.116943
	Iteration 26Q: 3 clusters Score -35308.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -35309.250000 Penalty: 2850.116943
	Iteration 27F: 3 clusters Score -35309.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -35322.339844 Penalty: 2850.116943
	Iteration 28Q: 3 clusters Score -35322.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -35337.664062 Penalty: 2850.116943
	Iteration 29Q: 3 clusters Score -35337.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35347.925781 Penalty: 2850.116943
	Iteration 30Q: 3 clusters Score -35347.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -35347.925781 Penalty: 2850.116943
	Iteration 31F: 3 clusters Score -35347.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -134118.125000 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -134118.1 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 559 members 
Entering Unmasked Estep 
Score: -132132.203125 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -132132.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -132858.515625 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -132858.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133182.000000 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -133182 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133494.609375 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -133494.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -133950.312500 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -133950.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -134165.296875 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -134165.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -134342.062500 Penalty: 3477.114746
	Iteration 6Q: 3 clusters Score -134342.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134561.640625 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -134561.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134720.031250 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -134720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134991.296875 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -134991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -135389.125000 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -135389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -135393.703125 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -135393.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -135394.968750 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -135395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -135396.562500 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -135396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -135397.640625 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -135397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -135399.046875 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -135399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135401.421875 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -135401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -135401.421875 Penalty: 3477.114746
	Iteration 17F: 3 clusters Score -135401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 567 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152989 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 151981 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 138932 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 31689 members 
Entering Unmasked Estep 
Score: -84924656.000000 Penalty: 56202.902344
Splitting cluster 2 changes total score from -84925432.000000 to -84924656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102800.710938 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102800.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103259.171875 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103259.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103461.335938 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103461.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103716.945312 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103716.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -103895.265625 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103895.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -104099.734375 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -104099.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104192.921875 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -104192.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -104249.992188 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -104250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -104294.304688 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -104294.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -104336.195312 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -104336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -104397.781250 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -104397.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -104433.882812 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -104433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -104459.367188 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -104459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104496.726562 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -104496.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -104541.234375 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -104541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -104592.726562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -104592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -104627.625000 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -104627.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -104642.335938 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -104642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -104690.914062 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -104690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -104793.554688 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -104793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -104960.601562 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -104960.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -105050.070312 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -105050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -105050.070312 Penalty: 3347.384766
	Iteration 22F: 3 clusters Score -105050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 692 members 
Mstep: Class 4 contains 152989 members 
Mstep: Class 5 contains 161 members 
Mstep: Class 6 contains 151981 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 138932 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 31689 members 
Entering Unmasked Estep 
Score: -84923968.000000 Penalty: 56202.902344
Splitting cluster 3 changes total score from -84925432.000000 to -84923968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (152989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Entering Unmasked Estep 
Score: -21323590.000000 Penalty: 2960.654053
	Iteration 0F: 2 clusters Score -2.132359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -21222554.000000 Penalty: 5921.308105
	Iteration 0F: 3 clusters Score -2.122255e+07 nChanged 73151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -21264766.000000 Penalty: 5921.308105
	Iteration 1F: 3 clusters Score -2.126477e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73686 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -21265696.000000 Penalty: 5921.308105
	Iteration 2Q: 3 clusters Score -2.12657e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72177 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -21266888.000000 Penalty: 5921.308105
	Iteration 3Q: 3 clusters Score -2.126689e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69958 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -21268602.000000 Penalty: 5921.308105
	Iteration 4Q: 3 clusters Score -2.12686e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -21271348.000000 Penalty: 5921.308105
	Iteration 5Q: 3 clusters Score -2.127135e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -21275572.000000 Penalty: 5921.308105
	Iteration 6Q: 3 clusters Score -2.127557e+07 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -21281206.000000 Penalty: 5921.308105
	Iteration 7F: 3 clusters Score -2.128121e+07 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 100810 members 
Entering Unmasked Estep 
Score: -21287820.000000 Penalty: 5921.308105
	Iteration 8F: 3 clusters Score -2.128782e+07 nChanged 8957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -21294018.000000 Penalty: 5921.308105
	Iteration 9F: 3 clusters Score -2.129402e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 110070 members 
Entering Unmasked Estep 
Score: -21298862.000000 Penalty: 5921.308105
	Iteration 10F: 3 clusters Score -2.129886e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 113590 members 
Entering Unmasked Estep 
Score: -21302384.000000 Penalty: 5921.308105
	Iteration 11Q: 3 clusters Score -2.130238e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -21304610.000000 Penalty: 5921.308105
	Iteration 12Q: 3 clusters Score -2.130461e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 119303 members 
Entering Unmasked Estep 
Score: -21306116.000000 Penalty: 5921.308105
	Iteration 13Q: 3 clusters Score -2.130612e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 122102 members 
Entering Unmasked Estep 
Score: -21307344.000000 Penalty: 5921.308105
	Iteration 14Q: 3 clusters Score -2.130734e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 124883 members 
Entering Unmasked Estep 
Score: -21308374.000000 Penalty: 5921.308105
	Iteration 15Q: 3 clusters Score -2.130837e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 127494 members 
Entering Unmasked Estep 
Score: -21309340.000000 Penalty: 5921.308105
	Iteration 16Q: 3 clusters Score -2.130934e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 130064 members 
Entering Unmasked Estep 
Score: -21310246.000000 Penalty: 5921.308105
	Iteration 17Q: 3 clusters Score -2.131025e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 132603 members 
Entering Unmasked Estep 
Score: -21311262.000000 Penalty: 5921.308105
	Iteration 18Q: 3 clusters Score -2.131126e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 135092 members 
Entering Unmasked Estep 
Score: -21312258.000000 Penalty: 5921.308105
	Iteration 19Q: 3 clusters Score -2.131226e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 137573 members 
Entering Unmasked Estep 
Score: -21313546.000000 Penalty: 5921.308105
	Iteration 20F: 3 clusters Score -2.131355e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 139938 members 
Entering Unmasked Estep 
Score: -21314684.000000 Penalty: 5921.308105
	Iteration 21Q: 3 clusters Score -2.131468e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 142187 members 
Entering Unmasked Estep 
Score: -21315794.000000 Penalty: 5921.308105
	Iteration 22Q: 3 clusters Score -2.131579e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 144246 members 
Entering Unmasked Estep 
Score: -21317020.000000 Penalty: 5921.308105
	Iteration 23Q: 3 clusters Score -2.131702e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 146059 members 
Entering Unmasked Estep 
Score: -21317988.000000 Penalty: 5921.308105
	Iteration 24Q: 3 clusters Score -2.131799e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 147603 members 
Entering Unmasked Estep 
Score: -21318850.000000 Penalty: 5921.308105
	Iteration 25Q: 3 clusters Score -2.131885e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -21319552.000000 Penalty: 5921.308105
	Iteration 26Q: 3 clusters Score -2.131955e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 149782 members 
Entering Unmasked Estep 
Score: -21319978.000000 Penalty: 5921.308105
	Iteration 27Q: 3 clusters Score -2.131998e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 150436 members 
Entering Unmasked Estep 
Score: -21320286.000000 Penalty: 5921.308105
	Iteration 28Q: 3 clusters Score -2.132029e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -21320554.000000 Penalty: 5921.308105
	Iteration 29Q: 3 clusters Score -2.132055e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 151240 members 
Entering Unmasked Estep 
Score: -21320730.000000 Penalty: 5921.308105
	Iteration 30Q: 3 clusters Score -2.132073e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 151457 members 
Entering Unmasked Estep 
Score: -21320862.000000 Penalty: 5921.308105
	Iteration 31Q: 3 clusters Score -2.132086e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 151621 members 
Entering Unmasked Estep 
Score: -21320928.000000 Penalty: 5921.308105
	Iteration 32Q: 3 clusters Score -2.132093e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 151739 members 
Entering Unmasked Estep 
Score: -21320992.000000 Penalty: 5921.308105
	Iteration 33Q: 3 clusters Score -2.132099e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 151835 members 
Entering Unmasked Estep 
Score: -21321014.000000 Penalty: 5921.308105
	Iteration 34Q: 3 clusters Score -2.132101e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 151915 members 
Entering Unmasked Estep 
Score: -21321090.000000 Penalty: 5921.308105
	Iteration 35Q: 3 clusters Score -2.132109e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -21321110.000000 Penalty: 5921.308105
	Iteration 36Q: 3 clusters Score -2.132111e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 152029 members 
Entering Unmasked Estep 
Score: -21321162.000000 Penalty: 5921.308105
	Iteration 37Q: 3 clusters Score -2.132116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 152075 members 
Entering Unmasked Estep 
Score: -21321198.000000 Penalty: 5921.308105
	Iteration 38Q: 3 clusters Score -2.13212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -21321224.000000 Penalty: 5921.308105
	Iteration 39Q: 3 clusters Score -2.132122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 152120 members 
Entering Unmasked Estep 
Score: -21321230.000000 Penalty: 5921.308105
	Iteration 40F: 3 clusters Score -2.132123e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 152132 members 
Entering Unmasked Estep 
Score: -21321232.000000 Penalty: 5921.308105
	Iteration 41Q: 3 clusters Score -2.132123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -21321238.000000 Penalty: 5921.308105
	Iteration 42Q: 3 clusters Score -2.132124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 152148 members 
Entering Unmasked Estep 
Score: -21321238.000000 Penalty: 5921.308105
	Iteration 43Q: 3 clusters Score -2.132124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 152151 members 
Entering Unmasked Estep 
Score: -21321230.000000 Penalty: 5921.308105
	Iteration 44Q: 3 clusters Score -2.132123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 152153 members 
Entering Unmasked Estep 
Score: -21321244.000000 Penalty: 5921.308105
	Iteration 45Q: 3 clusters Score -2.132124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 152154 members 
Entering Unmasked Estep 
Score: -21321236.000000 Penalty: 5921.308105
	Iteration 46Q: 3 clusters Score -2.132124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 152156 members 
Entering Unmasked Estep 
Score: -21321246.000000 Penalty: 5921.308105
	Iteration 47Q: 3 clusters Score -2.132125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -21321232.000000 Penalty: 5921.308105
	Iteration 48Q: 3 clusters Score -2.132123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -21321240.000000 Penalty: 5921.308105
	Iteration 49Q: 3 clusters Score -2.132124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 152162 members 
Entering Unmasked Estep 
Score: -21321236.000000 Penalty: 5921.308105
	Iteration 50Q: 3 clusters Score -2.132124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 152166 members 
Entering Unmasked Estep 
Score: -21321244.000000 Penalty: 5921.308105
	Iteration 51Q: 3 clusters Score -2.132124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 152170 members 
Entering Unmasked Estep 
Score: -21321244.000000 Penalty: 5921.308105
	Iteration 52Q: 3 clusters Score -2.132124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -21321244.000000 Penalty: 5921.308105
	Iteration 53Q: 3 clusters Score -2.132124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -21321236.000000 Penalty: 5921.308105
	Iteration 54Q: 3 clusters Score -2.132124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -21321240.000000 Penalty: 5921.308105
	Iteration 55Q: 3 clusters Score -2.132124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -21321240.000000 Penalty: 5921.308105
	Iteration 56Q: 3 clusters Score -2.132124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -21321262.000000 Penalty: 5921.308105
	Iteration 57Q: 3 clusters Score -2.132126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -21321256.000000 Penalty: 5921.308105
	Iteration 58Q: 3 clusters Score -2.132126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -21321254.000000 Penalty: 5921.308105
	Iteration 59Q: 3 clusters Score -2.132125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 152190 members 
Entering Unmasked Estep 
Score: -21321262.000000 Penalty: 5921.308105
	Iteration 60F: 3 clusters Score -2.132126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -21321260.000000 Penalty: 5921.308105
	Iteration 61Q: 3 clusters Score -2.132126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 152198 members 
Entering Unmasked Estep 
Score: -21321248.000000 Penalty: 5921.308105
	Iteration 62Q: 3 clusters Score -2.132125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -21321242.000000 Penalty: 5921.308105
	Iteration 63Q: 3 clusters Score -2.132124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 152201 members 
Entering Unmasked Estep 
Score: -21321246.000000 Penalty: 5921.308105
	Iteration 64Q: 3 clusters Score -2.132125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 152204 members 
Entering Unmasked Estep 
Score: -21321242.000000 Penalty: 5921.308105
	Iteration 65Q: 3 clusters Score -2.132124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 152205 members 
Entering Unmasked Estep 
Score: -21321238.000000 Penalty: 5921.308105
	Iteration 66Q: 3 clusters Score -2.132124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 152206 members 
Entering Unmasked Estep 
Score: -21321250.000000 Penalty: 5921.308105
	Iteration 67Q: 3 clusters Score -2.132125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -21321252.000000 Penalty: 5921.308105
	Iteration 68Q: 3 clusters Score -2.132125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 152207 members 
Entering Unmasked Estep 
Score: -21321252.000000 Penalty: 5921.308105
	Iteration 69F: 3 clusters Score -2.132125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Entering Unmasked Estep 
Score: -21222162.000000 Penalty: 2959.014648
	Iteration 0F: 2 clusters Score -2.122216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -21122856.000000 Penalty: 5918.029297
	Iteration 0F: 3 clusters Score -2.112286e+07 nChanged 72887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -21165016.000000 Penalty: 5918.029297
	Iteration 1F: 3 clusters Score -2.116502e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76283 members 
Mstep: Class 2 contains 75698 members 
Entering Unmasked Estep 
Score: -21166248.000000 Penalty: 5918.029297
	Iteration 2Q: 3 clusters Score -2.116625e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -21167822.000000 Penalty: 5918.029297
	Iteration 3Q: 3 clusters Score -2.116782e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75853 members 
Mstep: Class 2 contains 76128 members 
Entering Unmasked Estep 
Score: -21170078.000000 Penalty: 5918.029297
	Iteration 4Q: 3 clusters Score -2.117008e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75501 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -21173182.000000 Penalty: 5918.029297
	Iteration 5Q: 3 clusters Score -2.117318e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -21177472.000000 Penalty: 5918.029297
	Iteration 6F: 3 clusters Score -2.117747e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -21183804.000000 Penalty: 5918.029297
	Iteration 7F: 3 clusters Score -2.11838e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 77549 members 
Entering Unmasked Estep 
Score: -21191232.000000 Penalty: 5918.029297
	Iteration 8F: 3 clusters Score -2.119123e+07 nChanged 10100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -21198398.000000 Penalty: 5918.029297
	Iteration 9F: 3 clusters Score -2.11984e+07 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75068 members 
Mstep: Class 2 contains 76913 members 
Entering Unmasked Estep 
Score: -21202380.000000 Penalty: 5918.029297
	Iteration 10F: 3 clusters Score -2.120238e+07 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -21204222.000000 Penalty: 5918.029297
	Iteration 11Q: 3 clusters Score -2.120422e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -21204860.000000 Penalty: 5918.029297
	Iteration 12Q: 3 clusters Score -2.120486e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76622 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -21205368.000000 Penalty: 5918.029297
	Iteration 13Q: 3 clusters Score -2.120537e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77311 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -21205840.000000 Penalty: 5918.029297
	Iteration 14Q: 3 clusters Score -2.120584e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -21206180.000000 Penalty: 5918.029297
	Iteration 15Q: 3 clusters Score -2.120618e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -21206408.000000 Penalty: 5918.029297
	Iteration 16Q: 3 clusters Score -2.120641e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79743 members 
Mstep: Class 2 contains 72238 members 
Entering Unmasked Estep 
Score: -21206824.000000 Penalty: 5918.029297
	Iteration 17Q: 3 clusters Score -2.120682e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 71207 members 
Entering Unmasked Estep 
Score: -21207154.000000 Penalty: 5918.029297
	Iteration 18Q: 3 clusters Score -2.120715e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -21207616.000000 Penalty: 5918.029297
	Iteration 19Q: 3 clusters Score -2.120762e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -21208028.000000 Penalty: 5918.029297
	Iteration 20F: 3 clusters Score -2.120803e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84431 members 
Mstep: Class 2 contains 67550 members 
Entering Unmasked Estep 
Score: -21208414.000000 Penalty: 5918.029297
	Iteration 21Q: 3 clusters Score -2.120841e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -21208820.000000 Penalty: 5918.029297
	Iteration 22Q: 3 clusters Score -2.120882e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87601 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -21209184.000000 Penalty: 5918.029297
	Iteration 23Q: 3 clusters Score -2.120918e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -21209502.000000 Penalty: 5918.029297
	Iteration 24Q: 3 clusters Score -2.12095e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -21209980.000000 Penalty: 5918.029297
	Iteration 25Q: 3 clusters Score -2.120998e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92796 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -21210320.000000 Penalty: 5918.029297
	Iteration 26Q: 3 clusters Score -2.121032e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94593 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -21210638.000000 Penalty: 5918.029297
	Iteration 27Q: 3 clusters Score -2.121064e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96456 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -21210994.000000 Penalty: 5918.029297
	Iteration 28Q: 3 clusters Score -2.121099e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98366 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -21211384.000000 Penalty: 5918.029297
	Iteration 29Q: 3 clusters Score -2.121138e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -21211722.000000 Penalty: 5918.029297
	Iteration 30Q: 3 clusters Score -2.121172e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -21211928.000000 Penalty: 5918.029297
	Iteration 31Q: 3 clusters Score -2.121193e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -21212420.000000 Penalty: 5918.029297
	Iteration 32Q: 3 clusters Score -2.121242e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106786 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -21212762.000000 Penalty: 5918.029297
	Iteration 33Q: 3 clusters Score -2.121276e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -21213184.000000 Penalty: 5918.029297
	Iteration 34Q: 3 clusters Score -2.121318e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110782 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -21213524.000000 Penalty: 5918.029297
	Iteration 35Q: 3 clusters Score -2.121352e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -21214022.000000 Penalty: 5918.029297
	Iteration 36Q: 3 clusters Score -2.121402e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -21214610.000000 Penalty: 5918.029297
	Iteration 37Q: 3 clusters Score -2.121461e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116482 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -21214846.000000 Penalty: 5918.029297
	Iteration 38Q: 3 clusters Score -2.121485e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118060 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -21215090.000000 Penalty: 5918.029297
	Iteration 39Q: 3 clusters Score -2.121509e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -21215362.000000 Penalty: 5918.029297
	Iteration 40F: 3 clusters Score -2.121536e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121101 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -21215646.000000 Penalty: 5918.029297
	Iteration 41Q: 3 clusters Score -2.121565e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122561 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -21215894.000000 Penalty: 5918.029297
	Iteration 42Q: 3 clusters Score -2.121589e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124073 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -21216178.000000 Penalty: 5918.029297
	Iteration 43Q: 3 clusters Score -2.121618e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125545 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -21216486.000000 Penalty: 5918.029297
	Iteration 44Q: 3 clusters Score -2.121649e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126964 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -21216776.000000 Penalty: 5918.029297
	Iteration 45Q: 3 clusters Score -2.121678e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128326 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -21217042.000000 Penalty: 5918.029297
	Iteration 46Q: 3 clusters Score -2.121704e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129697 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -21217424.000000 Penalty: 5918.029297
	Iteration 47Q: 3 clusters Score -2.121742e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -21217674.000000 Penalty: 5918.029297
	Iteration 48Q: 3 clusters Score -2.121767e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132309 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -21217946.000000 Penalty: 5918.029297
	Iteration 49Q: 3 clusters Score -2.121795e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -21218332.000000 Penalty: 5918.029297
	Iteration 50Q: 3 clusters Score -2.121833e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134746 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -21218700.000000 Penalty: 5918.029297
	Iteration 51Q: 3 clusters Score -2.12187e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -21218896.000000 Penalty: 5918.029297
	Iteration 52Q: 3 clusters Score -2.12189e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136965 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -21219280.000000 Penalty: 5918.029297
	Iteration 53Q: 3 clusters Score -2.121928e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137993 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -21219610.000000 Penalty: 5918.029297
	Iteration 54Q: 3 clusters Score -2.121961e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138979 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -21219934.000000 Penalty: 5918.029297
	Iteration 55Q: 3 clusters Score -2.121993e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139918 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -21220016.000000 Penalty: 5918.029297
	Iteration 56Q: 3 clusters Score -2.122002e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140747 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -21220186.000000 Penalty: 5918.029297
	Iteration 57Q: 3 clusters Score -2.122019e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141532 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -21220410.000000 Penalty: 5918.029297
	Iteration 58Q: 3 clusters Score -2.122041e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -21220628.000000 Penalty: 5918.029297
	Iteration 59Q: 3 clusters Score -2.122063e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -21220886.000000 Penalty: 5918.029297
	Iteration 60F: 3 clusters Score -2.122089e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143652 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -21221118.000000 Penalty: 5918.029297
	Iteration 61Q: 3 clusters Score -2.122112e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144280 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -21221328.000000 Penalty: 5918.029297
	Iteration 62Q: 3 clusters Score -2.122133e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144845 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -21221426.000000 Penalty: 5918.029297
	Iteration 63Q: 3 clusters Score -2.122143e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145350 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -21221510.000000 Penalty: 5918.029297
	Iteration 64Q: 3 clusters Score -2.122151e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145807 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -21221576.000000 Penalty: 5918.029297
	Iteration 65Q: 3 clusters Score -2.122158e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146210 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -21221554.000000 Penalty: 5918.029297
	Iteration 66Q: 3 clusters Score -2.122155e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146582 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -21221578.000000 Penalty: 5918.029297
	Iteration 67Q: 3 clusters Score -2.122158e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146894 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -21221636.000000 Penalty: 5918.029297
	Iteration 68Q: 3 clusters Score -2.122164e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147189 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -21221624.000000 Penalty: 5918.029297
	Iteration 69Q: 3 clusters Score -2.122162e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147449 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -21221688.000000 Penalty: 5918.029297
	Iteration 70Q: 3 clusters Score -2.122169e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -21221622.000000 Penalty: 5918.029297
	Iteration 71Q: 3 clusters Score -2.122162e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -21221658.000000 Penalty: 5918.029297
	Iteration 72Q: 3 clusters Score -2.122166e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148078 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -21221724.000000 Penalty: 5918.029297
	Iteration 73Q: 3 clusters Score -2.122172e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148230 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -21221730.000000 Penalty: 5918.029297
	Iteration 74Q: 3 clusters Score -2.122173e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148381 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -21221744.000000 Penalty: 5918.029297
	Iteration 75Q: 3 clusters Score -2.122174e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -21221772.000000 Penalty: 5918.029297
	Iteration 76Q: 3 clusters Score -2.122177e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148603 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 77Q: 3 clusters Score -2.122179e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -21221804.000000 Penalty: 5918.029297
	Iteration 78Q: 3 clusters Score -2.12218e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -21221824.000000 Penalty: 5918.029297
	Iteration 79Q: 3 clusters Score -2.122182e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -21221846.000000 Penalty: 5918.029297
	Iteration 80F: 3 clusters Score -2.122185e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148832 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -21221826.000000 Penalty: 5918.029297
	Iteration 81Q: 3 clusters Score -2.122183e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148889 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -21221772.000000 Penalty: 5918.029297
	Iteration 82Q: 3 clusters Score -2.122177e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -21221792.000000 Penalty: 5918.029297
	Iteration 83Q: 3 clusters Score -2.122179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148972 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -21221794.000000 Penalty: 5918.029297
	Iteration 84Q: 3 clusters Score -2.122179e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149013 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 85Q: 3 clusters Score -2.122179e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149051 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 86Q: 3 clusters Score -2.122179e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149082 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -21221802.000000 Penalty: 5918.029297
	Iteration 87Q: 3 clusters Score -2.12218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -21221808.000000 Penalty: 5918.029297
	Iteration 88Q: 3 clusters Score -2.122181e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149129 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 89Q: 3 clusters Score -2.122179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -21221810.000000 Penalty: 5918.029297
	Iteration 90Q: 3 clusters Score -2.122181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149160 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -21221800.000000 Penalty: 5918.029297
	Iteration 91Q: 3 clusters Score -2.12218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149170 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -21221794.000000 Penalty: 5918.029297
	Iteration 92Q: 3 clusters Score -2.122179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21221784.000000 Penalty: 5918.029297
	Iteration 93Q: 3 clusters Score -2.122178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149198 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -21221742.000000 Penalty: 5918.029297
	Iteration 94Q: 3 clusters Score -2.122174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149206 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -21221768.000000 Penalty: 5918.029297
	Iteration 95Q: 3 clusters Score -2.122177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149220 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21221760.000000 Penalty: 5918.029297
	Iteration 96Q: 3 clusters Score -2.122176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -21221780.000000 Penalty: 5918.029297
	Iteration 97Q: 3 clusters Score -2.122178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -21221760.000000 Penalty: 5918.029297
	Iteration 98Q: 3 clusters Score -2.122176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149254 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -21221772.000000 Penalty: 5918.029297
	Iteration 99Q: 3 clusters Score -2.122177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -21221790.000000 Penalty: 5918.029297
	Iteration 100F: 3 clusters Score -2.122179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -21221782.000000 Penalty: 5918.029297
	Iteration 101Q: 3 clusters Score -2.122178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149271 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -21221780.000000 Penalty: 5918.029297
	Iteration 102Q: 3 clusters Score -2.122178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21221768.000000 Penalty: 5918.029297
	Iteration 103Q: 3 clusters Score -2.122177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149276 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 104Q: 3 clusters Score -2.122179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149282 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -21221786.000000 Penalty: 5918.029297
	Iteration 105Q: 3 clusters Score -2.122179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149287 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -21221792.000000 Penalty: 5918.029297
	Iteration 106Q: 3 clusters Score -2.122179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149290 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -21221794.000000 Penalty: 5918.029297
	Iteration 107Q: 3 clusters Score -2.122179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21221786.000000 Penalty: 5918.029297
	Iteration 108Q: 3 clusters Score -2.122179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21221796.000000 Penalty: 5918.029297
	Iteration 109Q: 3 clusters Score -2.12218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149302 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -21221784.000000 Penalty: 5918.029297
	Iteration 110Q: 3 clusters Score -2.122178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149304 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -21221788.000000 Penalty: 5918.029297
	Iteration 111Q: 3 clusters Score -2.122179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149306 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -21221800.000000 Penalty: 5918.029297
	Iteration 112Q: 3 clusters Score -2.12218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -21221790.000000 Penalty: 5918.029297
	Iteration 113Q: 3 clusters Score -2.122179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21221798.000000 Penalty: 5918.029297
	Iteration 114Q: 3 clusters Score -2.12218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21221776.000000 Penalty: 5918.029297
	Iteration 115Q: 3 clusters Score -2.122178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21221774.000000 Penalty: 5918.029297
	Iteration 116Q: 3 clusters Score -2.122177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21221792.000000 Penalty: 5918.029297
	Iteration 117Q: 3 clusters Score -2.122179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21221776.000000 Penalty: 5918.029297
	Iteration 118Q: 3 clusters Score -2.122178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149316 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -21221776.000000 Penalty: 5918.029297
	Iteration 119F: 3 clusters Score -2.122178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -4296879.500000 Penalty: 2559.063232
	Iteration 0F: 2 clusters Score -4296880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -4276027.500000 Penalty: 5118.126465
	Iteration 0F: 3 clusters Score -4276028 nChanged 13725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4283538.000000 Penalty: 5118.126465
	Iteration 1F: 3 clusters Score -4283538 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4283951.500000 Penalty: 5118.126465
	Iteration 2Q: 3 clusters Score -4283952 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -4284258.000000 Penalty: 5118.126465
	Iteration 3Q: 3 clusters Score -4284258 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -4284491.000000 Penalty: 5118.126465
	Iteration 4Q: 3 clusters Score -4284491 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4284744.500000 Penalty: 5118.126465
	Iteration 5Q: 3 clusters Score -4284744 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4284950.000000 Penalty: 5118.126465
	Iteration 6Q: 3 clusters Score -4284950 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4285225.000000 Penalty: 5118.126465
	Iteration 7Q: 3 clusters Score -4285225 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4285559.500000 Penalty: 5118.126465
	Iteration 8Q: 3 clusters Score -4285560 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -4286029.000000 Penalty: 5118.126465
	Iteration 9Q: 3 clusters Score -4286029 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -4286584.500000 Penalty: 5118.126465
	Iteration 10Q: 3 clusters Score -4286584 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4287284.000000 Penalty: 5118.126465
	Iteration 11Q: 3 clusters Score -4287284 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -4288183.000000 Penalty: 5118.126465
	Iteration 12Q: 3 clusters Score -4288183 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -4289085.000000 Penalty: 5118.126465
	Iteration 13Q: 3 clusters Score -4289085 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -4289978.000000 Penalty: 5118.126465
	Iteration 14Q: 3 clusters Score -4289978 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4290706.500000 Penalty: 5118.126465
	Iteration 15Q: 3 clusters Score -4290706 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -4291197.000000 Penalty: 5118.126465
	Iteration 16Q: 3 clusters Score -4291197 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4291592.500000 Penalty: 5118.126465
	Iteration 17Q: 3 clusters Score -4291592 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -4291926.500000 Penalty: 5118.126465
	Iteration 18Q: 3 clusters Score -4291926 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4292233.500000 Penalty: 5118.126465
	Iteration 19Q: 3 clusters Score -4292234 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4292529.000000 Penalty: 5118.126465
	Iteration 20F: 3 clusters Score -4292529 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4292826.500000 Penalty: 5118.126465
	Iteration 21Q: 3 clusters Score -4292826 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4293059.000000 Penalty: 5118.126465
	Iteration 22Q: 3 clusters Score -4293059 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -4293260.500000 Penalty: 5118.126465
	Iteration 23Q: 3 clusters Score -4293260 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4293467.000000 Penalty: 5118.126465
	Iteration 24Q: 3 clusters Score -4293467 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -4293626.500000 Penalty: 5118.126465
	Iteration 25Q: 3 clusters Score -4293626 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4293762.500000 Penalty: 5118.126465
	Iteration 26Q: 3 clusters Score -4293762 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4293906.500000 Penalty: 5118.126465
	Iteration 27Q: 3 clusters Score -4293906 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4294050.000000 Penalty: 5118.126465
	Iteration 28Q: 3 clusters Score -4294050 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4294167.000000 Penalty: 5118.126465
	Iteration 29Q: 3 clusters Score -4294167 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4294253.500000 Penalty: 5118.126465
	Iteration 30Q: 3 clusters Score -4294254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -4294341.000000 Penalty: 5118.126465
	Iteration 31Q: 3 clusters Score -4294341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4294428.500000 Penalty: 5118.126465
	Iteration 32Q: 3 clusters Score -4294428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4294490.500000 Penalty: 5118.126465
	Iteration 33Q: 3 clusters Score -4294490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -4294534.500000 Penalty: 5118.126465
	Iteration 34Q: 3 clusters Score -4294534 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -4294588.000000 Penalty: 5118.126465
	Iteration 35Q: 3 clusters Score -4294588 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4294635.500000 Penalty: 5118.126465
	Iteration 36Q: 3 clusters Score -4294636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -4294689.500000 Penalty: 5118.126465
	Iteration 37Q: 3 clusters Score -4294690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -4294724.500000 Penalty: 5118.126465
	Iteration 38Q: 3 clusters Score -4294724 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -4294766.000000 Penalty: 5118.126465
	Iteration 39Q: 3 clusters Score -4294766 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4294794.500000 Penalty: 5118.126465
	Iteration 40F: 3 clusters Score -4294794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4294810.500000 Penalty: 5118.126465
	Iteration 41Q: 3 clusters Score -4294810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4294822.500000 Penalty: 5118.126465
	Iteration 42Q: 3 clusters Score -4294822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -4294860.500000 Penalty: 5118.126465
	Iteration 43Q: 3 clusters Score -4294860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4294874.000000 Penalty: 5118.126465
	Iteration 44Q: 3 clusters Score -4294874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -4294901.500000 Penalty: 5118.126465
	Iteration 45Q: 3 clusters Score -4294902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -4294907.000000 Penalty: 5118.126465
	Iteration 46Q: 3 clusters Score -4294907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -4294924.000000 Penalty: 5118.126465
	Iteration 47Q: 3 clusters Score -4294924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -4294929.500000 Penalty: 5118.126465
	Iteration 48Q: 3 clusters Score -4294930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4294938.500000 Penalty: 5118.126465
	Iteration 49Q: 3 clusters Score -4294938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -4294938.500000 Penalty: 5118.126465
	Iteration 50Q: 3 clusters Score -4294938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4294940.500000 Penalty: 5118.126465
	Iteration 51Q: 3 clusters Score -4294940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4294942.000000 Penalty: 5118.126465
	Iteration 52Q: 3 clusters Score -4294942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4294948.500000 Penalty: 5118.126465
	Iteration 53Q: 3 clusters Score -4294948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4294949.000000 Penalty: 5118.126465
	Iteration 54Q: 3 clusters Score -4294949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -4294947.500000 Penalty: 5118.126465
	Iteration 55Q: 3 clusters Score -4294948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -4294952.500000 Penalty: 5118.126465
	Iteration 56Q: 3 clusters Score -4294952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -4294958.000000 Penalty: 5118.126465
	Iteration 57Q: 3 clusters Score -4294958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -4294955.500000 Penalty: 5118.126465
	Iteration 58Q: 3 clusters Score -4294956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4294961.500000 Penalty: 5118.126465
	Iteration 59Q: 3 clusters Score -4294962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4294957.000000 Penalty: 5118.126465
	Iteration 60F: 3 clusters Score -4294957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -4294958.500000 Penalty: 5118.126465
	Iteration 61Q: 3 clusters Score -4294958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -4294957.500000 Penalty: 5118.126465
	Iteration 62Q: 3 clusters Score -4294958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4294961.000000 Penalty: 5118.126465
	Iteration 63Q: 3 clusters Score -4294961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4294965.500000 Penalty: 5118.126465
	Iteration 64Q: 3 clusters Score -4294966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -4294965.500000 Penalty: 5118.126465
	Iteration 65F: 3 clusters Score -4294966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 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 223 members 
Entering Unmasked Estep 
Score: -59618.648438 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59618.65 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -59828.339844 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59828.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59904.812500 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -59904.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59936.667969 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -59936.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59947.527344 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -59947.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59964.617188 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -59964.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59969.941406 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -59969.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59982.726562 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -59982.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -59985.121094 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -59985.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59987.171875 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -59987.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59988.902344 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -59988.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59988.902344 Penalty: 3076.457764
	Iteration 11F: 3 clusters Score -59988.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Entering Unmasked Estep 
Score: -3929303.750000 Penalty: 2536.435303
	Iteration 0F: 2 clusters Score -3929304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3910232.000000 Penalty: 5072.870605
	Iteration 0F: 3 clusters Score -3910232 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3916820.750000 Penalty: 5072.870605
	Iteration 1F: 3 clusters Score -3916821 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3917227.000000 Penalty: 5072.870605
	Iteration 2Q: 3 clusters Score -3917227 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3917657.000000 Penalty: 5072.870605
	Iteration 3Q: 3 clusters Score -3917657 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3918134.000000 Penalty: 5072.870605
	Iteration 4Q: 3 clusters Score -3918134 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3918682.750000 Penalty: 5072.870605
	Iteration 5Q: 3 clusters Score -3918683 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3919444.500000 Penalty: 5072.870605
	Iteration 6F: 3 clusters Score -3919444 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3920494.750000 Penalty: 5072.870605
	Iteration 7F: 3 clusters Score -3920495 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -3921939.750000 Penalty: 5072.870605
	Iteration 8F: 3 clusters Score -3921940 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -3923407.500000 Penalty: 5072.870605
	Iteration 9F: 3 clusters Score -3923408 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3924664.750000 Penalty: 5072.870605
	Iteration 10F: 3 clusters Score -3924665 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3925473.000000 Penalty: 5072.870605
	Iteration 11Q: 3 clusters Score -3925473 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3925959.000000 Penalty: 5072.870605
	Iteration 12Q: 3 clusters Score -3925959 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3926212.000000 Penalty: 5072.870605
	Iteration 13Q: 3 clusters Score -3926212 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3926390.250000 Penalty: 5072.870605
	Iteration 14Q: 3 clusters Score -3926390 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3926529.750000 Penalty: 5072.870605
	Iteration 15Q: 3 clusters Score -3926530 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3926663.500000 Penalty: 5072.870605
	Iteration 16Q: 3 clusters Score -3926664 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3926756.500000 Penalty: 5072.870605
	Iteration 17Q: 3 clusters Score -3926756 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3926828.750000 Penalty: 5072.870605
	Iteration 18Q: 3 clusters Score -3926829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3926875.750000 Penalty: 5072.870605
	Iteration 19Q: 3 clusters Score -3926876 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3926932.500000 Penalty: 5072.870605
	Iteration 20F: 3 clusters Score -3926932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3926961.500000 Penalty: 5072.870605
	Iteration 21Q: 3 clusters Score -3926962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3927006.750000 Penalty: 5072.870605
	Iteration 22Q: 3 clusters Score -3927007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3927029.750000 Penalty: 5072.870605
	Iteration 23Q: 3 clusters Score -3927030 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3927043.500000 Penalty: 5072.870605
	Iteration 24Q: 3 clusters Score -3927044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3927065.500000 Penalty: 5072.870605
	Iteration 25Q: 3 clusters Score -3927066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3927077.750000 Penalty: 5072.870605
	Iteration 26Q: 3 clusters Score -3927078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3927094.250000 Penalty: 5072.870605
	Iteration 27Q: 3 clusters Score -3927094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3927100.750000 Penalty: 5072.870605
	Iteration 28Q: 3 clusters Score -3927101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3927122.000000 Penalty: 5072.870605
	Iteration 29Q: 3 clusters Score -3927122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3927122.500000 Penalty: 5072.870605
	Iteration 30Q: 3 clusters Score -3927122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3927131.000000 Penalty: 5072.870605
	Iteration 31Q: 3 clusters Score -3927131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3927132.000000 Penalty: 5072.870605
	Iteration 32Q: 3 clusters Score -3927132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3927144.250000 Penalty: 5072.870605
	Iteration 33Q: 3 clusters Score -3927144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3927148.500000 Penalty: 5072.870605
	Iteration 34Q: 3 clusters Score -3927148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3927143.500000 Penalty: 5072.870605
	Iteration 35Q: 3 clusters Score -3927144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3927147.750000 Penalty: 5072.870605
	Iteration 36Q: 3 clusters Score -3927148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3927154.250000 Penalty: 5072.870605
	Iteration 37Q: 3 clusters Score -3927154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3927150.250000 Penalty: 5072.870605
	Iteration 38Q: 3 clusters Score -3927150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3927151.000000 Penalty: 5072.870605
	Iteration 39Q: 3 clusters Score -3927151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3927154.000000 Penalty: 5072.870605
	Iteration 40F: 3 clusters Score -3927154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3927154.250000 Penalty: 5072.870605
	Iteration 41Q: 3 clusters Score -3927154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3927152.750000 Penalty: 5072.870605
	Iteration 42Q: 3 clusters Score -3927153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3927158.250000 Penalty: 5072.870605
	Iteration 43Q: 3 clusters Score -3927158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3927157.250000 Penalty: 5072.870605
	Iteration 44Q: 3 clusters Score -3927157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3927159.000000 Penalty: 5072.870605
	Iteration 45Q: 3 clusters Score -3927159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3927161.000000 Penalty: 5072.870605
	Iteration 46Q: 3 clusters Score -3927161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3927156.500000 Penalty: 5072.870605
	Iteration 47Q: 3 clusters Score -3927156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3927157.000000 Penalty: 5072.870605
	Iteration 48Q: 3 clusters Score -3927157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3927157.000000 Penalty: 5072.870605
	Iteration 49F: 3 clusters Score -3927157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -189432.500000 Penalty: 1801.826538
	Iteration 0F: 2 clusters Score -189432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -187222.031250 Penalty: 3603.653076
	Iteration 0F: 3 clusters Score -187222 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -187597.640625 Penalty: 3603.653076
	Iteration 1F: 3 clusters Score -187597.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -187754.828125 Penalty: 3603.653076
	Iteration 2F: 3 clusters Score -187754.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187880.125000 Penalty: 3603.653076
	Iteration 3F: 3 clusters Score -187880.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -187962.156250 Penalty: 3603.653076
	Iteration 4Q: 3 clusters Score -187962.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -188019.718750 Penalty: 3603.653076
	Iteration 5Q: 3 clusters Score -188019.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188092.750000 Penalty: 3603.653076
	Iteration 6Q: 3 clusters Score -188092.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -188165.343750 Penalty: 3603.653076
	Iteration 7Q: 3 clusters Score -188165.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188246.765625 Penalty: 3603.653076
	Iteration 8Q: 3 clusters Score -188246.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188368.859375 Penalty: 3603.653076
	Iteration 9Q: 3 clusters Score -188368.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -188536.781250 Penalty: 3603.653076
	Iteration 10Q: 3 clusters Score -188536.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188636.015625 Penalty: 3603.653076
	Iteration 11Q: 3 clusters Score -188636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -188718.968750 Penalty: 3603.653076
	Iteration 12Q: 3 clusters Score -188719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188764.484375 Penalty: 3603.653076
	Iteration 13Q: 3 clusters Score -188764.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -188805.140625 Penalty: 3603.653076
	Iteration 14Q: 3 clusters Score -188805.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -188850.656250 Penalty: 3603.653076
	Iteration 15Q: 3 clusters Score -188850.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -188924.250000 Penalty: 3603.653076
	Iteration 16Q: 3 clusters Score -188924.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -189008.609375 Penalty: 3603.653076
	Iteration 17Q: 3 clusters Score -189008.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -189145.500000 Penalty: 3603.653076
	Iteration 18Q: 3 clusters Score -189145.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -189355.468750 Penalty: 3603.653076
	Iteration 19Q: 3 clusters Score -189355.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -189433.437500 Penalty: 3603.653076
	Iteration 20F: 3 clusters Score -189433.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -189458.953125 Penalty: 3603.653076
	Iteration 21Q: 3 clusters Score -189459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -189466.609375 Penalty: 3603.653076
	Iteration 22Q: 3 clusters Score -189466.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189471.546875 Penalty: 3603.653076
	Iteration 23Q: 3 clusters Score -189471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189471.546875 Penalty: 3603.653076
	Iteration 24F: 3 clusters Score -189471.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152989 members 
Mstep: Class 5 contains 949 members 
Mstep: Class 6 contains 151981 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 481 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 138932 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 31689 members 
Entering Unmasked Estep 
Score: -84923520.000000 Penalty: 56202.902344
Splitting cluster 11 changes total score from -84925432.000000 to -84923520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -279030.750000 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -279030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276378.500000 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -276378.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -276865.593750 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -276865.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277005.812500 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -277005.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -277084.343750 Penalty: 3773.014648
	Iteration 3Q: 3 clusters Score -277084.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277123.281250 Penalty: 3773.014648
	Iteration 4Q: 3 clusters Score -277123.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -277143.562500 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -277143.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -277157.500000 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -277157.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -277172.062500 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -277172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -277180.968750 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -277181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -277186.031250 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -277186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -277190.062500 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -277190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277195.750000 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -277195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277198.656250 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -277198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -277200.750000 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -277200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277201.000000 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -277201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277201.000000 Penalty: 3773.014648
	Iteration 15F: 3 clusters Score -277201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Entering Unmasked Estep 
Score: -3077665.000000 Penalty: 2476.605225
	Iteration 0F: 2 clusters Score -3077665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3062537.000000 Penalty: 4953.210449
	Iteration 0F: 3 clusters Score -3062537 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -3067730.250000 Penalty: 4953.210449
	Iteration 1F: 3 clusters Score -3067730 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3068132.000000 Penalty: 4953.210449
	Iteration 2Q: 3 clusters Score -3068132 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3068540.500000 Penalty: 4953.210449
	Iteration 3Q: 3 clusters Score -3068540 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3068861.250000 Penalty: 4953.210449
	Iteration 4Q: 3 clusters Score -3068861 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3069208.500000 Penalty: 4953.210449
	Iteration 5Q: 3 clusters Score -3069208 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3069541.250000 Penalty: 4953.210449
	Iteration 6Q: 3 clusters Score -3069541 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3069914.500000 Penalty: 4953.210449
	Iteration 7Q: 3 clusters Score -3069914 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3070374.750000 Penalty: 4953.210449
	Iteration 8Q: 3 clusters Score -3070375 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3070951.750000 Penalty: 4953.210449
	Iteration 9Q: 3 clusters Score -3070952 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -3071767.750000 Penalty: 4953.210449
	Iteration 10F: 3 clusters Score -3071768 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -3072673.500000 Penalty: 4953.210449
	Iteration 11F: 3 clusters Score -3072674 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3073453.000000 Penalty: 4953.210449
	Iteration 12Q: 3 clusters Score -3073453 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3073928.250000 Penalty: 4953.210449
	Iteration 13Q: 3 clusters Score -3073928 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -3074151.000000 Penalty: 4953.210449
	Iteration 14Q: 3 clusters Score -3074151 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3074286.000000 Penalty: 4953.210449
	Iteration 15Q: 3 clusters Score -3074286 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3074366.750000 Penalty: 4953.210449
	Iteration 16Q: 3 clusters Score -3074367 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -3074429.000000 Penalty: 4953.210449
	Iteration 17Q: 3 clusters Score -3074429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3074485.250000 Penalty: 4953.210449
	Iteration 18Q: 3 clusters Score -3074485 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3074523.500000 Penalty: 4953.210449
	Iteration 19Q: 3 clusters Score -3074524 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3074564.250000 Penalty: 4953.210449
	Iteration 20F: 3 clusters Score -3074564 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -3074593.500000 Penalty: 4953.210449
	Iteration 21Q: 3 clusters Score -3074594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3074619.000000 Penalty: 4953.210449
	Iteration 22Q: 3 clusters Score -3074619 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3074652.750000 Penalty: 4953.210449
	Iteration 23Q: 3 clusters Score -3074653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3074695.000000 Penalty: 4953.210449
	Iteration 24Q: 3 clusters Score -3074695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3074741.750000 Penalty: 4953.210449
	Iteration 25Q: 3 clusters Score -3074742 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3074785.750000 Penalty: 4953.210449
	Iteration 26Q: 3 clusters Score -3074786 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3074823.000000 Penalty: 4953.210449
	Iteration 27Q: 3 clusters Score -3074823 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3074867.250000 Penalty: 4953.210449
	Iteration 28Q: 3 clusters Score -3074867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3074909.500000 Penalty: 4953.210449
	Iteration 29Q: 3 clusters Score -3074910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -3074948.000000 Penalty: 4953.210449
	Iteration 30Q: 3 clusters Score -3074948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -3074986.750000 Penalty: 4953.210449
	Iteration 31Q: 3 clusters Score -3074987 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3075024.500000 Penalty: 4953.210449
	Iteration 32Q: 3 clusters Score -3075024 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3075074.250000 Penalty: 4953.210449
	Iteration 33Q: 3 clusters Score -3075074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3075103.500000 Penalty: 4953.210449
	Iteration 34Q: 3 clusters Score -3075104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3075148.750000 Penalty: 4953.210449
	Iteration 35Q: 3 clusters Score -3075149 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3075185.750000 Penalty: 4953.210449
	Iteration 36Q: 3 clusters Score -3075186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3075219.250000 Penalty: 4953.210449
	Iteration 37Q: 3 clusters Score -3075219 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -3075246.750000 Penalty: 4953.210449
	Iteration 38Q: 3 clusters Score -3075247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3075285.250000 Penalty: 4953.210449
	Iteration 39Q: 3 clusters Score -3075285 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3075308.000000 Penalty: 4953.210449
	Iteration 40F: 3 clusters Score -3075308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3075325.500000 Penalty: 4953.210449
	Iteration 41Q: 3 clusters Score -3075326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3075358.250000 Penalty: 4953.210449
	Iteration 42Q: 3 clusters Score -3075358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3075388.250000 Penalty: 4953.210449
	Iteration 43Q: 3 clusters Score -3075388 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -3075408.750000 Penalty: 4953.210449
	Iteration 44Q: 3 clusters Score -3075409 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -3075431.500000 Penalty: 4953.210449
	Iteration 45Q: 3 clusters Score -3075432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3075439.750000 Penalty: 4953.210449
	Iteration 46Q: 3 clusters Score -3075440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3075462.750000 Penalty: 4953.210449
	Iteration 47Q: 3 clusters Score -3075463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3075474.250000 Penalty: 4953.210449
	Iteration 48Q: 3 clusters Score -3075474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -3075491.000000 Penalty: 4953.210449
	Iteration 49Q: 3 clusters Score -3075491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -3075521.750000 Penalty: 4953.210449
	Iteration 50Q: 3 clusters Score -3075522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3075544.750000 Penalty: 4953.210449
	Iteration 51Q: 3 clusters Score -3075545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3075558.250000 Penalty: 4953.210449
	Iteration 52Q: 3 clusters Score -3075558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -3075569.750000 Penalty: 4953.210449
	Iteration 53Q: 3 clusters Score -3075570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3075579.000000 Penalty: 4953.210449
	Iteration 54Q: 3 clusters Score -3075579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3075590.500000 Penalty: 4953.210449
	Iteration 55Q: 3 clusters Score -3075590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3075592.500000 Penalty: 4953.210449
	Iteration 56Q: 3 clusters Score -3075592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3075597.500000 Penalty: 4953.210449
	Iteration 57Q: 3 clusters Score -3075598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3075598.500000 Penalty: 4953.210449
	Iteration 58Q: 3 clusters Score -3075598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3075598.500000 Penalty: 4953.210449
	Iteration 59Q: 3 clusters Score -3075598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3075603.500000 Penalty: 4953.210449
	Iteration 60F: 3 clusters Score -3075604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -3075601.750000 Penalty: 4953.210449
	Iteration 61Q: 3 clusters Score -3075602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3075606.500000 Penalty: 4953.210449
	Iteration 62Q: 3 clusters Score -3075606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -3075603.500000 Penalty: 4953.210449
	Iteration 63Q: 3 clusters Score -3075604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3075601.250000 Penalty: 4953.210449
	Iteration 64Q: 3 clusters Score -3075601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3075603.500000 Penalty: 4953.210449
	Iteration 65Q: 3 clusters Score -3075604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3075610.500000 Penalty: 4953.210449
	Iteration 66Q: 3 clusters Score -3075610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -3075610.750000 Penalty: 4953.210449
	Iteration 67Q: 3 clusters Score -3075611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3075616.750000 Penalty: 4953.210449
	Iteration 68Q: 3 clusters Score -3075617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3075610.000000 Penalty: 4953.210449
	Iteration 69Q: 3 clusters Score -3075610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3075616.750000 Penalty: 4953.210449
	Iteration 70Q: 3 clusters Score -3075617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -3075615.750000 Penalty: 4953.210449
	Iteration 71Q: 3 clusters Score -3075616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3075625.250000 Penalty: 4953.210449
	Iteration 72Q: 3 clusters Score -3075625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3075624.750000 Penalty: 4953.210449
	Iteration 73Q: 3 clusters Score -3075625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -3075633.750000 Penalty: 4953.210449
	Iteration 74Q: 3 clusters Score -3075634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3075642.500000 Penalty: 4953.210449
	Iteration 75Q: 3 clusters Score -3075642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -3075641.000000 Penalty: 4953.210449
	Iteration 76Q: 3 clusters Score -3075641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3075641.250000 Penalty: 4953.210449
	Iteration 77Q: 3 clusters Score -3075641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3075643.250000 Penalty: 4953.210449
	Iteration 78Q: 3 clusters Score -3075643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -3075640.750000 Penalty: 4953.210449
	Iteration 79Q: 3 clusters Score -3075641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3075642.000000 Penalty: 4953.210449
	Iteration 80F: 3 clusters Score -3075642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3075642.750000 Penalty: 4953.210449
	Iteration 81Q: 3 clusters Score -3075643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3075646.750000 Penalty: 4953.210449
	Iteration 82Q: 3 clusters Score -3075647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -3075648.500000 Penalty: 4953.210449
	Iteration 83Q: 3 clusters Score -3075648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -3075648.250000 Penalty: 4953.210449
	Iteration 84Q: 3 clusters Score -3075648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -3075649.750000 Penalty: 4953.210449
	Iteration 85Q: 3 clusters Score -3075650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3075651.750000 Penalty: 4953.210449
	Iteration 86Q: 3 clusters Score -3075652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3075653.250000 Penalty: 4953.210449
	Iteration 87Q: 3 clusters Score -3075653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3075650.500000 Penalty: 4953.210449
	Iteration 88Q: 3 clusters Score -3075650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3075650.500000 Penalty: 4953.210449
	Iteration 89Q: 3 clusters Score -3075650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -3075654.750000 Penalty: 4953.210449
	Iteration 90Q: 3 clusters Score -3075655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3075656.250000 Penalty: 4953.210449
	Iteration 91Q: 3 clusters Score -3075656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3075664.000000 Penalty: 4953.210449
	Iteration 92Q: 3 clusters Score -3075664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3075664.500000 Penalty: 4953.210449
	Iteration 93Q: 3 clusters Score -3075664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3075662.000000 Penalty: 4953.210449
	Iteration 94Q: 3 clusters Score -3075662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3075663.250000 Penalty: 4953.210449
	Iteration 95Q: 3 clusters Score -3075663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3075664.250000 Penalty: 4953.210449
	Iteration 96Q: 3 clusters Score -3075664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3075662.750000 Penalty: 4953.210449
	Iteration 97Q: 3 clusters Score -3075663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3075659.750000 Penalty: 4953.210449
	Iteration 98Q: 3 clusters Score -3075660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3075661.250000 Penalty: 4953.210449
	Iteration 99Q: 3 clusters Score -3075661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3075661.250000 Penalty: 4953.210449
	Iteration 100F: 3 clusters Score -3075661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3075657.500000 Penalty: 4953.210449
	Iteration 101Q: 3 clusters Score -3075658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -3075664.000000 Penalty: 4953.210449
	Iteration 102Q: 3 clusters Score -3075664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3075665.750000 Penalty: 4953.210449
	Iteration 103Q: 3 clusters Score -3075666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -3075667.750000 Penalty: 4953.210449
	Iteration 104Q: 3 clusters Score -3075668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3075665.250000 Penalty: 4953.210449
	Iteration 105Q: 3 clusters Score -3075665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3075665.250000 Penalty: 4953.210449
	Iteration 106F: 3 clusters Score -3075665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Entering Unmasked Estep 
Score: -3919125.000000 Penalty: 2546.298340
	Iteration 0F: 2 clusters Score -3919125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3899356.750000 Penalty: 5092.596680
	Iteration 0F: 3 clusters Score -3899357 nChanged 12917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3906328.000000 Penalty: 5092.596680
	Iteration 1F: 3 clusters Score -3906328 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3906887.500000 Penalty: 5092.596680
	Iteration 2Q: 3 clusters Score -3906888 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -3907624.750000 Penalty: 5092.596680
	Iteration 3Q: 3 clusters Score -3907625 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3908490.250000 Penalty: 5092.596680
	Iteration 4Q: 3 clusters Score -3908490 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3909390.000000 Penalty: 5092.596680
	Iteration 5F: 3 clusters Score -3909390 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3910142.500000 Penalty: 5092.596680
	Iteration 6F: 3 clusters Score -3910142 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3910753.500000 Penalty: 5092.596680
	Iteration 7Q: 3 clusters Score -3910754 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3911199.500000 Penalty: 5092.596680
	Iteration 8Q: 3 clusters Score -3911200 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3911600.500000 Penalty: 5092.596680
	Iteration 9Q: 3 clusters Score -3911600 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3911892.500000 Penalty: 5092.596680
	Iteration 10Q: 3 clusters Score -3911892 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -3912141.250000 Penalty: 5092.596680
	Iteration 11Q: 3 clusters Score -3912141 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3912342.750000 Penalty: 5092.596680
	Iteration 12Q: 3 clusters Score -3912343 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -3912553.250000 Penalty: 5092.596680
	Iteration 13Q: 3 clusters Score -3912553 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3912784.500000 Penalty: 5092.596680
	Iteration 14Q: 3 clusters Score -3912784 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -3912964.250000 Penalty: 5092.596680
	Iteration 15Q: 3 clusters Score -3912964 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3913198.750000 Penalty: 5092.596680
	Iteration 16Q: 3 clusters Score -3913199 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3913425.750000 Penalty: 5092.596680
	Iteration 17Q: 3 clusters Score -3913426 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3913635.250000 Penalty: 5092.596680
	Iteration 18Q: 3 clusters Score -3913635 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -3913850.750000 Penalty: 5092.596680
	Iteration 19Q: 3 clusters Score -3913851 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3914048.250000 Penalty: 5092.596680
	Iteration 20F: 3 clusters Score -3914048 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -3914288.250000 Penalty: 5092.596680
	Iteration 21Q: 3 clusters Score -3914288 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3914572.750000 Penalty: 5092.596680
	Iteration 22Q: 3 clusters Score -3914573 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -3914895.750000 Penalty: 5092.596680
	Iteration 23Q: 3 clusters Score -3914896 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3915180.250000 Penalty: 5092.596680
	Iteration 24Q: 3 clusters Score -3915180 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3915449.750000 Penalty: 5092.596680
	Iteration 25Q: 3 clusters Score -3915450 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3915734.750000 Penalty: 5092.596680
	Iteration 26Q: 3 clusters Score -3915735 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3916058.250000 Penalty: 5092.596680
	Iteration 27Q: 3 clusters Score -3916058 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3916387.750000 Penalty: 5092.596680
	Iteration 28Q: 3 clusters Score -3916388 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -3916695.000000 Penalty: 5092.596680
	Iteration 29Q: 3 clusters Score -3916695 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3916953.250000 Penalty: 5092.596680
	Iteration 30Q: 3 clusters Score -3916953 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3917181.000000 Penalty: 5092.596680
	Iteration 31Q: 3 clusters Score -3917181 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3917371.500000 Penalty: 5092.596680
	Iteration 32Q: 3 clusters Score -3917372 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3917474.250000 Penalty: 5092.596680
	Iteration 33Q: 3 clusters Score -3917474 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3917524.000000 Penalty: 5092.596680
	Iteration 34Q: 3 clusters Score -3917524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3917544.750000 Penalty: 5092.596680
	Iteration 35Q: 3 clusters Score -3917545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3917562.250000 Penalty: 5092.596680
	Iteration 36Q: 3 clusters Score -3917562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3917557.750000 Penalty: 5092.596680
	Iteration 37Q: 3 clusters Score -3917558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3917560.750000 Penalty: 5092.596680
	Iteration 38Q: 3 clusters Score -3917561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3917564.000000 Penalty: 5092.596680
	Iteration 39Q: 3 clusters Score -3917564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3917681.250000 Penalty: 5092.596680
	Iteration 40F: 3 clusters Score -3917681 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3917882.250000 Penalty: 5092.596680
	Iteration 41Q: 3 clusters Score -3917882 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3918109.750000 Penalty: 5092.596680
	Iteration 42Q: 3 clusters Score -3918110 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3918389.500000 Penalty: 5092.596680
	Iteration 43Q: 3 clusters Score -3918390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3918725.750000 Penalty: 5092.596680
	Iteration 44Q: 3 clusters Score -3918726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3918847.250000 Penalty: 5092.596680
	Iteration 45Q: 3 clusters Score -3918847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3918869.750000 Penalty: 5092.596680
	Iteration 46Q: 3 clusters Score -3918870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3918886.250000 Penalty: 5092.596680
	Iteration 47Q: 3 clusters Score -3918886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3918885.000000 Penalty: 5092.596680
	Iteration 48Q: 3 clusters Score -3918885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3918890.000000 Penalty: 5092.596680
	Iteration 49Q: 3 clusters Score -3918890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3918896.250000 Penalty: 5092.596680
	Iteration 50Q: 3 clusters Score -3918896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3918896.000000 Penalty: 5092.596680
	Iteration 51Q: 3 clusters Score -3918896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3918895.000000 Penalty: 5092.596680
	Iteration 52Q: 3 clusters Score -3918895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3918901.000000 Penalty: 5092.596680
	Iteration 53Q: 3 clusters Score -3918901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3918901.750000 Penalty: 5092.596680
	Iteration 54Q: 3 clusters Score -3918902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3918901.750000 Penalty: 5092.596680
	Iteration 55F: 3 clusters Score -3918902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -294006.125000 Penalty: 1904.339722
	Iteration 0F: 2 clusters Score -294006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291266.875000 Penalty: 3808.679443
	Iteration 0F: 3 clusters Score -291266.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291796.281250 Penalty: 3808.679443
	Iteration 1F: 3 clusters Score -291796.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291983.812500 Penalty: 3808.679443
	Iteration 2F: 3 clusters Score -291983.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -292132.656250 Penalty: 3808.679443
	Iteration 3F: 3 clusters Score -292132.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -292253.656250 Penalty: 3808.679443
	Iteration 4Q: 3 clusters Score -292253.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -292372.687500 Penalty: 3808.679443
	Iteration 5Q: 3 clusters Score -292372.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -292428.843750 Penalty: 3808.679443
	Iteration 6Q: 3 clusters Score -292428.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -292465.156250 Penalty: 3808.679443
	Iteration 7Q: 3 clusters Score -292465.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -292501.968750 Penalty: 3808.679443
	Iteration 8Q: 3 clusters Score -292502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -292538.718750 Penalty: 3808.679443
	Iteration 9Q: 3 clusters Score -292538.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -292566.812500 Penalty: 3808.679443
	Iteration 10Q: 3 clusters Score -292566.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -292597.312500 Penalty: 3808.679443
	Iteration 11Q: 3 clusters Score -292597.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -292624.125000 Penalty: 3808.679443
	Iteration 12Q: 3 clusters Score -292624.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -292654.750000 Penalty: 3808.679443
	Iteration 13Q: 3 clusters Score -292654.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -292691.343750 Penalty: 3808.679443
	Iteration 14Q: 3 clusters Score -292691.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -292739.562500 Penalty: 3808.679443
	Iteration 15Q: 3 clusters Score -292739.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -292801.375000 Penalty: 3808.679443
	Iteration 16Q: 3 clusters Score -292801.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -292865.125000 Penalty: 3808.679443
	Iteration 17Q: 3 clusters Score -292865.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -292958.812500 Penalty: 3808.679443
	Iteration 18Q: 3 clusters Score -292958.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -293070.406250 Penalty: 3808.679443
	Iteration 19Q: 3 clusters Score -293070.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -293250.343750 Penalty: 3808.679443
	Iteration 20F: 3 clusters Score -293250.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -293444.031250 Penalty: 3808.679443
	Iteration 21Q: 3 clusters Score -293444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -293627.843750 Penalty: 3808.679443
	Iteration 22Q: 3 clusters Score -293627.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -293882.625000 Penalty: 3808.679443
	Iteration 23Q: 3 clusters Score -293882.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -294257.531250 Penalty: 3808.679443
	Iteration 24Q: 3 clusters Score -294257.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -294837.687500 Penalty: 3808.679443
	Iteration 25Q: 3 clusters Score -294837.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -295326.812500 Penalty: 3808.679443
	Iteration 26Q: 3 clusters Score -295326.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -295374.781250 Penalty: 3808.679443
	Iteration 27Q: 3 clusters Score -295374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -295387.781250 Penalty: 3808.679443
	Iteration 28Q: 3 clusters Score -295387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -295393.250000 Penalty: 3808.679443
	Iteration 29Q: 3 clusters Score -295393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -295393.250000 Penalty: 3808.679443
	Iteration 30F: 3 clusters Score -295393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152989 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 151981 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 1699 members 
Mstep: Class 17 contains 138932 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 31689 members 
Entering Unmasked Estep 
Score: -84924976.000000 Penalty: 56202.902344
Splitting cluster 15 changes total score from -84925432.000000 to -84924976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (138932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138932 members 
Entering Unmasked Estep 
Score: -19445458.000000 Penalty: 2936.751465
	Iteration 0F: 2 clusters Score -1.944546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -19357322.000000 Penalty: 5873.502930
	Iteration 0F: 3 clusters Score -1.935732e+07 nChanged 66046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72288 members 
Mstep: Class 2 contains 66644 members 
Entering Unmasked Estep 
Score: -19395498.000000 Penalty: 5873.502930
	Iteration 1F: 3 clusters Score -1.93955e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 64808 members 
Entering Unmasked Estep 
Score: -19397076.000000 Penalty: 5873.502930
	Iteration 2Q: 3 clusters Score -1.939708e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76936 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -19399062.000000 Penalty: 5873.502930
	Iteration 3Q: 3 clusters Score -1.939906e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81104 members 
Mstep: Class 2 contains 57828 members 
Entering Unmasked Estep 
Score: -19402262.000000 Penalty: 5873.502930
	Iteration 4F: 3 clusters Score -1.940226e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -19406876.000000 Penalty: 5873.502930
	Iteration 5F: 3 clusters Score -1.940688e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -19413388.000000 Penalty: 5873.502930
	Iteration 6F: 3 clusters Score -1.941339e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101158 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -19420752.000000 Penalty: 5873.502930
	Iteration 7F: 3 clusters Score -1.942075e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -19427754.000000 Penalty: 5873.502930
	Iteration 8F: 3 clusters Score -1.942775e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -19432438.000000 Penalty: 5873.502930
	Iteration 9Q: 3 clusters Score -1.943244e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114827 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -19434832.000000 Penalty: 5873.502930
	Iteration 10Q: 3 clusters Score -1.943483e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117086 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -19436044.000000 Penalty: 5873.502930
	Iteration 11Q: 3 clusters Score -1.943604e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119157 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -19436912.000000 Penalty: 5873.502930
	Iteration 12Q: 3 clusters Score -1.943691e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121113 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -19437772.000000 Penalty: 5873.502930
	Iteration 13Q: 3 clusters Score -1.943777e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -19438432.000000 Penalty: 5873.502930
	Iteration 14Q: 3 clusters Score -1.943843e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -19439108.000000 Penalty: 5873.502930
	Iteration 15Q: 3 clusters Score -1.943911e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -19439654.000000 Penalty: 5873.502930
	Iteration 16Q: 3 clusters Score -1.943965e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127733 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -19440188.000000 Penalty: 5873.502930
	Iteration 17Q: 3 clusters Score -1.944019e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -19440726.000000 Penalty: 5873.502930
	Iteration 18Q: 3 clusters Score -1.944073e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130165 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -19441176.000000 Penalty: 5873.502930
	Iteration 19Q: 3 clusters Score -1.944118e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131154 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -19441440.000000 Penalty: 5873.502930
	Iteration 20F: 3 clusters Score -1.944144e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -19441844.000000 Penalty: 5873.502930
	Iteration 21Q: 3 clusters Score -1.944184e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132637 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -19442108.000000 Penalty: 5873.502930
	Iteration 22Q: 3 clusters Score -1.944211e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133202 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -19442356.000000 Penalty: 5873.502930
	Iteration 23Q: 3 clusters Score -1.944236e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -19442634.000000 Penalty: 5873.502930
	Iteration 24Q: 3 clusters Score -1.944263e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134093 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -19442950.000000 Penalty: 5873.502930
	Iteration 25Q: 3 clusters Score -1.944295e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134422 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -19443248.000000 Penalty: 5873.502930
	Iteration 26Q: 3 clusters Score -1.944325e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -19443556.000000 Penalty: 5873.502930
	Iteration 27Q: 3 clusters Score -1.944356e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134809 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -19443850.000000 Penalty: 5873.502930
	Iteration 28Q: 3 clusters Score -1.944385e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134923 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -19444020.000000 Penalty: 5873.502930
	Iteration 29Q: 3 clusters Score -1.944402e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135003 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -19444138.000000 Penalty: 5873.502930
	Iteration 30Q: 3 clusters Score -1.944414e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135047 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -19444254.000000 Penalty: 5873.502930
	Iteration 31Q: 3 clusters Score -1.944425e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -19444302.000000 Penalty: 5873.502930
	Iteration 32Q: 3 clusters Score -1.94443e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135058 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -19444316.000000 Penalty: 5873.502930
	Iteration 33Q: 3 clusters Score -1.944432e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135056 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -19444342.000000 Penalty: 5873.502930
	Iteration 34Q: 3 clusters Score -1.944434e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135049 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -19444362.000000 Penalty: 5873.502930
	Iteration 35Q: 3 clusters Score -1.944436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135052 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -19444378.000000 Penalty: 5873.502930
	Iteration 36Q: 3 clusters Score -1.944438e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135053 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -19444364.000000 Penalty: 5873.502930
	Iteration 37Q: 3 clusters Score -1.944436e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135043 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -19444342.000000 Penalty: 5873.502930
	Iteration 38Q: 3 clusters Score -1.944434e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135046 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -19444342.000000 Penalty: 5873.502930
	Iteration 39Q: 3 clusters Score -1.944434e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135046 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -19444340.000000 Penalty: 5873.502930
	Iteration 40F: 3 clusters Score -1.944434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19444316.000000 Penalty: 5873.502930
	Iteration 41Q: 3 clusters Score -1.944432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -19444310.000000 Penalty: 5873.502930
	Iteration 42Q: 3 clusters Score -1.944431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -19444308.000000 Penalty: 5873.502930
	Iteration 43Q: 3 clusters Score -1.944431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135044 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -19444314.000000 Penalty: 5873.502930
	Iteration 44Q: 3 clusters Score -1.944431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135042 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -19444320.000000 Penalty: 5873.502930
	Iteration 45Q: 3 clusters Score -1.944432e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -19444314.000000 Penalty: 5873.502930
	Iteration 46Q: 3 clusters Score -1.944431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135039 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -19444312.000000 Penalty: 5873.502930
	Iteration 47Q: 3 clusters Score -1.944431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -19444318.000000 Penalty: 5873.502930
	Iteration 48Q: 3 clusters Score -1.944432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135035 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -19444314.000000 Penalty: 5873.502930
	Iteration 49Q: 3 clusters Score -1.944431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135036 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -19444310.000000 Penalty: 5873.502930
	Iteration 50Q: 3 clusters Score -1.944431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -19444322.000000 Penalty: 5873.502930
	Iteration 51Q: 3 clusters Score -1.944432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -19444324.000000 Penalty: 5873.502930
	Iteration 52Q: 3 clusters Score -1.944432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135040 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -19444328.000000 Penalty: 5873.502930
	Iteration 53Q: 3 clusters Score -1.944433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19444310.000000 Penalty: 5873.502930
	Iteration 54Q: 3 clusters Score -1.944431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135037 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -19444316.000000 Penalty: 5873.502930
	Iteration 55Q: 3 clusters Score -1.944432e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19444320.000000 Penalty: 5873.502930
	Iteration 56Q: 3 clusters Score -1.944432e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -19444320.000000 Penalty: 5873.502930
	Iteration 57F: 3 clusters Score -1.944432e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Entering Unmasked Estep 
Score: -3323081.250000 Penalty: 2495.827148
	Iteration 0F: 2 clusters Score -3323081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -3306697.250000 Penalty: 4991.654297
	Iteration 0F: 3 clusters Score -3306697 nChanged 10491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3312465.750000 Penalty: 4991.654297
	Iteration 1F: 3 clusters Score -3312466 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3313012.000000 Penalty: 4991.654297
	Iteration 2F: 3 clusters Score -3313012 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3313543.500000 Penalty: 4991.654297
	Iteration 3F: 3 clusters Score -3313544 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3314049.500000 Penalty: 4991.654297
	Iteration 4F: 3 clusters Score -3314050 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3314638.000000 Penalty: 4991.654297
	Iteration 5F: 3 clusters Score -3314638 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -3315341.750000 Penalty: 4991.654297
	Iteration 6F: 3 clusters Score -3315342 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3316351.250000 Penalty: 4991.654297
	Iteration 7F: 3 clusters Score -3316351 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -3317600.500000 Penalty: 4991.654297
	Iteration 8F: 3 clusters Score -3317600 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3318976.000000 Penalty: 4991.654297
	Iteration 9F: 3 clusters Score -3318976 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3319997.750000 Penalty: 4991.654297
	Iteration 10Q: 3 clusters Score -3319998 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -3320648.500000 Penalty: 4991.654297
	Iteration 11Q: 3 clusters Score -3320648 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3321009.500000 Penalty: 4991.654297
	Iteration 12Q: 3 clusters Score -3321010 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3321217.250000 Penalty: 4991.654297
	Iteration 13Q: 3 clusters Score -3321217 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3321358.000000 Penalty: 4991.654297
	Iteration 14Q: 3 clusters Score -3321358 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -3321464.250000 Penalty: 4991.654297
	Iteration 15Q: 3 clusters Score -3321464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3321539.250000 Penalty: 4991.654297
	Iteration 16Q: 3 clusters Score -3321539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3321601.000000 Penalty: 4991.654297
	Iteration 17Q: 3 clusters Score -3321601 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -3321643.750000 Penalty: 4991.654297
	Iteration 18Q: 3 clusters Score -3321644 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3321680.750000 Penalty: 4991.654297
	Iteration 19Q: 3 clusters Score -3321681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3321703.500000 Penalty: 4991.654297
	Iteration 20F: 3 clusters Score -3321704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3321721.000000 Penalty: 4991.654297
	Iteration 21Q: 3 clusters Score -3321721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -3321740.250000 Penalty: 4991.654297
	Iteration 22Q: 3 clusters Score -3321740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3321753.500000 Penalty: 4991.654297
	Iteration 23Q: 3 clusters Score -3321754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3321757.500000 Penalty: 4991.654297
	Iteration 24Q: 3 clusters Score -3321758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3321757.000000 Penalty: 4991.654297
	Iteration 25Q: 3 clusters Score -3321757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3321757.000000 Penalty: 4991.654297
	Iteration 26F: 3 clusters Score -3321757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Entering Unmasked Estep 
Score: -4493757.000000 Penalty: 2570.203613
	Iteration 0F: 2 clusters Score -4493757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4472110.000000 Penalty: 5140.407227
	Iteration 0F: 3 clusters Score -4472110 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4479868.500000 Penalty: 5140.407227
	Iteration 1F: 3 clusters Score -4479868 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -4480299.000000 Penalty: 5140.407227
	Iteration 2Q: 3 clusters Score -4480299 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4480663.000000 Penalty: 5140.407227
	Iteration 3Q: 3 clusters Score -4480663 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4480995.000000 Penalty: 5140.407227
	Iteration 4Q: 3 clusters Score -4480995 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4481450.500000 Penalty: 5140.407227
	Iteration 5Q: 3 clusters Score -4481450 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4481948.500000 Penalty: 5140.407227
	Iteration 6Q: 3 clusters Score -4481948 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -4482617.000000 Penalty: 5140.407227
	Iteration 7Q: 3 clusters Score -4482617 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4483469.500000 Penalty: 5140.407227
	Iteration 8Q: 3 clusters Score -4483470 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -4484567.500000 Penalty: 5140.407227
	Iteration 9F: 3 clusters Score -4484568 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -4485911.000000 Penalty: 5140.407227
	Iteration 10F: 3 clusters Score -4485911 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4487295.500000 Penalty: 5140.407227
	Iteration 11F: 3 clusters Score -4487296 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4488555.500000 Penalty: 5140.407227
	Iteration 12Q: 3 clusters Score -4488556 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4489594.000000 Penalty: 5140.407227
	Iteration 13Q: 3 clusters Score -4489594 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4490288.500000 Penalty: 5140.407227
	Iteration 14Q: 3 clusters Score -4490288 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4490708.500000 Penalty: 5140.407227
	Iteration 15Q: 3 clusters Score -4490708 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4490984.500000 Penalty: 5140.407227
	Iteration 16Q: 3 clusters Score -4490984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4491137.500000 Penalty: 5140.407227
	Iteration 17Q: 3 clusters Score -4491138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4491256.000000 Penalty: 5140.407227
	Iteration 18Q: 3 clusters Score -4491256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4491333.000000 Penalty: 5140.407227
	Iteration 19Q: 3 clusters Score -4491333 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4491379.000000 Penalty: 5140.407227
	Iteration 20F: 3 clusters Score -4491379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4491407.500000 Penalty: 5140.407227
	Iteration 21Q: 3 clusters Score -4491408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4491435.500000 Penalty: 5140.407227
	Iteration 22Q: 3 clusters Score -4491436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4491447.000000 Penalty: 5140.407227
	Iteration 23Q: 3 clusters Score -4491447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4491463.500000 Penalty: 5140.407227
	Iteration 24Q: 3 clusters Score -4491464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4491485.000000 Penalty: 5140.407227
	Iteration 25Q: 3 clusters Score -4491485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4491488.000000 Penalty: 5140.407227
	Iteration 26Q: 3 clusters Score -4491488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4491489.000000 Penalty: 5140.407227
	Iteration 27Q: 3 clusters Score -4491489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4491494.500000 Penalty: 5140.407227
	Iteration 28Q: 3 clusters Score -4491494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4491500.000000 Penalty: 5140.407227
	Iteration 29Q: 3 clusters Score -4491500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4491504.000000 Penalty: 5140.407227
	Iteration 30Q: 3 clusters Score -4491504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4491503.500000 Penalty: 5140.407227
	Iteration 31Q: 3 clusters Score -4491504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4491507.500000 Penalty: 5140.407227
	Iteration 32Q: 3 clusters Score -4491508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4491510.500000 Penalty: 5140.407227
	Iteration 33Q: 3 clusters Score -4491510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4491510.500000 Penalty: 5140.407227
	Iteration 34F: 3 clusters Score -4491510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 152989 members 
Mstep: Class 6 contains 151981 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27655 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 21727 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 138932 members 
Mstep: Class 19 contains 23478 members 
Mstep: Class 20 contains 31689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925544.000000 Penalty: 52896.847656
Iteration 79Q: 17 clusters Score -8.492554e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 153307 members 
Mstep: Class 6 contains 153833 members 
Mstep: Class 7 contains 30129 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27425 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 21756 members 
Mstep: Class 14 contains 28942 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 137076 members 
Mstep: Class 19 contains 23512 members 
Mstep: Class 20 contains 31540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925096.000000 Penalty: 52896.847656
Iteration 80F: 17 clusters Score -8.49251e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 153862 members 
Mstep: Class 6 contains 155171 members 
Mstep: Class 7 contains 30016 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27266 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 2006 members 
Mstep: Class 13 contains 21824 members 
Mstep: Class 14 contains 29082 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 17 contains 135280 members 
Mstep: Class 19 contains 23550 members 
Mstep: Class 20 contains 31436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925080.000000 Penalty: 52896.847656
Iteration 81Q: 17 clusters Score -8.492508e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154684 members 
Mstep: Class 6 contains 155999 members 
Mstep: Class 7 contains 29943 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27128 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 21962 members 
Mstep: Class 14 contains 29168 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 133610 members 
Mstep: Class 19 contains 23592 members 
Mstep: Class 20 contains 31373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924960.000000 Penalty: 52896.847656
Iteration 82Q: 17 clusters Score -8.492496e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 6 contains 156221 members 
Mstep: Class 7 contains 29902 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27024 members 
Mstep: Class 11 contains 1536 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 22093 members 
Mstep: Class 14 contains 29228 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 17 contains 132363 members 
Mstep: Class 19 contains 23642 members 
Mstep: Class 20 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924760.000000 Penalty: 52896.847656
Iteration 83Q: 17 clusters Score -8.492476e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156517 members 
Mstep: Class 6 contains 155962 members 
Mstep: Class 7 contains 29913 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26946 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 22215 members 
Mstep: Class 14 contains 29257 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 17 contains 131595 members 
Mstep: Class 19 contains 23698 members 
Mstep: Class 20 contains 31311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924560.000000 Penalty: 52896.847656
Iteration 84Q: 17 clusters Score -8.492456e+07 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157342 members 
Mstep: Class 6 contains 155338 members 
Mstep: Class 7 contains 29956 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26906 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1992 members 
Mstep: Class 13 contains 22302 members 
Mstep: Class 14 contains 29254 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 131302 members 
Mstep: Class 19 contains 23727 members 
Mstep: Class 20 contains 31285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924864.000000 Penalty: 52896.847656
Iteration 85Q: 17 clusters Score -8.492486e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 158070 members 
Mstep: Class 6 contains 154303 members 
Mstep: Class 7 contains 30013 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26901 members 
Mstep: Class 11 contains 1556 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 22386 members 
Mstep: Class 14 contains 29271 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 131477 members 
Mstep: Class 19 contains 23731 members 
Mstep: Class 20 contains 31262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925192.000000 Penalty: 52896.847656
Iteration 86Q: 17 clusters Score -8.492519e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 158587 members 
Mstep: Class 6 contains 153087 members 
Mstep: Class 7 contains 30091 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26892 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 22425 members 
Mstep: Class 14 contains 29250 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 132076 members 
Mstep: Class 19 contains 23741 members 
Mstep: Class 20 contains 31263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925528.000000 Penalty: 52896.847656
Iteration 87Q: 17 clusters Score -8.492553e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 158959 members 
Mstep: Class 6 contains 151868 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26881 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 22403 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 132938 members 
Mstep: Class 19 contains 23730 members 
Mstep: Class 20 contains 31256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925768.000000 Penalty: 52896.847656
Iteration 88Q: 17 clusters Score -8.492577e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 159107 members 
Mstep: Class 6 contains 150785 members 
Mstep: Class 7 contains 30213 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26844 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 22351 members 
Mstep: Class 14 contains 29144 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 134034 members 
Mstep: Class 19 contains 23692 members 
Mstep: Class 20 contains 31241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926064.000000 Penalty: 52896.847656
Iteration 89Q: 17 clusters Score -8.492606e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 159135 members 
Mstep: Class 6 contains 149793 members 
Mstep: Class 7 contains 30255 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26813 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 22281 members 
Mstep: Class 14 contains 29082 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 135163 members 
Mstep: Class 19 contains 23646 members 
Mstep: Class 20 contains 31242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926592.000000 Penalty: 52896.847656
Iteration 90Q: 17 clusters Score -8.492659e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 159007 members 
Mstep: Class 6 contains 148891 members 
Mstep: Class 7 contains 30263 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26761 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1991 members 
Mstep: Class 13 contains 22183 members 
Mstep: Class 14 contains 29043 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 136423 members 
Mstep: Class 19 contains 23612 members 
Mstep: Class 20 contains 31225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927416.000000 Penalty: 52896.847656
Iteration 91Q: 17 clusters Score -8.492742e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 158678 members 
Mstep: Class 6 contains 148094 members 
Mstep: Class 7 contains 30260 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26706 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 22094 members 
Mstep: Class 14 contains 29019 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 137776 members 
Mstep: Class 19 contains 23580 members 
Mstep: Class 20 contains 31197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927648.000000 Penalty: 52896.847656
Iteration 92Q: 17 clusters Score -8.492765e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 158232 members 
Mstep: Class 6 contains 147501 members 
Mstep: Class 7 contains 30239 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 22006 members 
Mstep: Class 14 contains 29003 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 139056 members 
Mstep: Class 19 contains 23546 members 
Mstep: Class 20 contains 31169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927784.000000 Penalty: 52896.847656
Iteration 93Q: 17 clusters Score -8.492778e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157771 members 
Mstep: Class 6 contains 146931 members 
Mstep: Class 7 contains 30206 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26621 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 21944 members 
Mstep: Class 14 contains 29009 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 17 contains 140283 members 
Mstep: Class 19 contains 23509 members 
Mstep: Class 20 contains 31133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928312.000000 Penalty: 52896.847656
Iteration 94Q: 17 clusters Score -8.492831e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157372 members 
Mstep: Class 6 contains 146401 members 
Mstep: Class 7 contains 30160 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26592 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 21874 members 
Mstep: Class 14 contains 29016 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 17 contains 141430 members 
Mstep: Class 19 contains 23462 members 
Mstep: Class 20 contains 31100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928640.000000 Penalty: 52896.847656
Iteration 95Q: 17 clusters Score -8.492864e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156984 members 
Mstep: Class 6 contains 145875 members 
Mstep: Class 7 contains 30133 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26528 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 21794 members 
Mstep: Class 14 contains 29053 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 17 contains 142569 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 20 contains 31064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929048.000000 Penalty: 52896.847656
Iteration 96Q: 17 clusters Score -8.492905e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156552 members 
Mstep: Class 6 contains 145450 members 
Mstep: Class 7 contains 30069 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26455 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 21726 members 
Mstep: Class 14 contains 29101 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 143657 members 
Mstep: Class 19 contains 23374 members 
Mstep: Class 20 contains 31028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928976.000000 Penalty: 52896.847656
Iteration 97Q: 17 clusters Score -8.492898e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156313 members 
Mstep: Class 6 contains 145073 members 
Mstep: Class 7 contains 29985 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26381 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 21654 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 144518 members 
Mstep: Class 19 contains 23343 members 
Mstep: Class 20 contains 31008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928584.000000 Penalty: 52896.847656
Iteration 98Q: 17 clusters Score -8.492858e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156156 members 
Mstep: Class 6 contains 144752 members 
Mstep: Class 7 contains 29907 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 21598 members 
Mstep: Class 14 contains 29196 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 145174 members 
Mstep: Class 19 contains 23305 members 
Mstep: Class 20 contains 30988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928080.000000 Penalty: 52896.847656
Iteration 99Q: 17 clusters Score -8.492808e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156017 members 
Mstep: Class 6 contains 144473 members 
Mstep: Class 7 contains 29858 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26315 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21553 members 
Mstep: Class 14 contains 29268 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 17 contains 145663 members 
Mstep: Class 19 contains 23283 members 
Mstep: Class 20 contains 30987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928040.000000 Penalty: 52896.847656
Iteration 100F: 17 clusters Score -8.492804e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155889 members 
Mstep: Class 6 contains 144323 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26286 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21515 members 
Mstep: Class 14 contains 29346 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 145973 members 
Mstep: Class 19 contains 23281 members 
Mstep: Class 20 contains 30995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927808.000000 Penalty: 52896.847656
Iteration 101Q: 17 clusters Score -8.492781e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155785 members 
Mstep: Class 6 contains 144316 members 
Mstep: Class 7 contains 29750 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26266 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21486 members 
Mstep: Class 14 contains 29425 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 146081 members 
Mstep: Class 19 contains 23291 members 
Mstep: Class 20 contains 31015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927704.000000 Penalty: 52896.847656
Iteration 102Q: 17 clusters Score -8.49277e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155670 members 
Mstep: Class 6 contains 144396 members 
Mstep: Class 7 contains 29708 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26249 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21473 members 
Mstep: Class 14 contains 29510 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 146074 members 
Mstep: Class 19 contains 23299 members 
Mstep: Class 20 contains 31034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927456.000000 Penalty: 52896.847656
Iteration 103Q: 17 clusters Score -8.492746e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155581 members 
Mstep: Class 6 contains 144520 members 
Mstep: Class 7 contains 29712 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26216 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21449 members 
Mstep: Class 14 contains 29585 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 145961 members 
Mstep: Class 19 contains 23320 members 
Mstep: Class 20 contains 31069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927720.000000 Penalty: 52896.847656
Iteration 104Q: 17 clusters Score -8.492772e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155474 members 
Mstep: Class 6 contains 144685 members 
Mstep: Class 7 contains 29717 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26203 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 21430 members 
Mstep: Class 14 contains 29693 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 145771 members 
Mstep: Class 19 contains 23337 members 
Mstep: Class 20 contains 31101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927664.000000 Penalty: 52896.847656
Iteration 105Q: 17 clusters Score -8.492766e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155383 members 
Mstep: Class 6 contains 144912 members 
Mstep: Class 7 contains 29712 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26198 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 21412 members 
Mstep: Class 14 contains 29793 members 
Mstep: Class 15 contains 2170 members 
Mstep: Class 17 contains 145525 members 
Mstep: Class 19 contains 23344 members 
Mstep: Class 20 contains 31129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927584.000000 Penalty: 52896.847656
Iteration 106Q: 17 clusters Score -8.492758e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155297 members 
Mstep: Class 6 contains 145150 members 
Mstep: Class 7 contains 29704 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26191 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 29890 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 145271 members 
Mstep: Class 19 contains 23353 members 
Mstep: Class 20 contains 31152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927720.000000 Penalty: 52896.847656
Iteration 107Q: 17 clusters Score -8.492772e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155152 members 
Mstep: Class 6 contains 145434 members 
Mstep: Class 7 contains 29692 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26190 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 21377 members 
Mstep: Class 14 contains 29989 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 145036 members 
Mstep: Class 19 contains 23372 members 
Mstep: Class 20 contains 31167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927968.000000 Penalty: 52896.847656
Iteration 108Q: 17 clusters Score -8.492797e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155066 members 
Mstep: Class 6 contains 145668 members 
Mstep: Class 7 contains 29685 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26188 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 21368 members 
Mstep: Class 14 contains 30079 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 17 contains 144795 members 
Mstep: Class 19 contains 23386 members 
Mstep: Class 20 contains 31174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928080.000000 Penalty: 52896.847656
Iteration 109Q: 17 clusters Score -8.492808e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154982 members 
Mstep: Class 6 contains 145904 members 
Mstep: Class 7 contains 29666 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26182 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 21364 members 
Mstep: Class 14 contains 30160 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 17 contains 144576 members 
Mstep: Class 19 contains 23393 members 
Mstep: Class 20 contains 31184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928264.000000 Penalty: 52896.847656
Iteration 110Q: 17 clusters Score -8.492826e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154951 members 
Mstep: Class 6 contains 146093 members 
Mstep: Class 7 contains 29651 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26171 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 21351 members 
Mstep: Class 14 contains 30243 members 
Mstep: Class 15 contains 2169 members 
Mstep: Class 17 contains 144381 members 
Mstep: Class 19 contains 23393 members 
Mstep: Class 20 contains 31177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928568.000000 Penalty: 52896.847656
Iteration 111Q: 17 clusters Score -8.492857e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154943 members 
Mstep: Class 6 contains 146232 members 
Mstep: Class 7 contains 29624 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26166 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 21362 members 
Mstep: Class 14 contains 30321 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 144208 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928840.000000 Penalty: 52896.847656
Iteration 112Q: 17 clusters Score -8.492884e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 154998 members 
Mstep: Class 6 contains 146295 members 
Mstep: Class 7 contains 29601 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26160 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 21355 members 
Mstep: Class 14 contains 30393 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 144049 members 
Mstep: Class 19 contains 23397 members 
Mstep: Class 20 contains 31165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928944.000000 Penalty: 52896.847656
Iteration 113Q: 17 clusters Score -8.492894e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155071 members 
Mstep: Class 6 contains 146338 members 
Mstep: Class 7 contains 29595 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26152 members 
Mstep: Class 11 contains 1562 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 21347 members 
Mstep: Class 14 contains 30447 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 17 contains 143916 members 
Mstep: Class 19 contains 23397 members 
Mstep: Class 20 contains 31151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929240.000000 Penalty: 52896.847656
Iteration 114Q: 17 clusters Score -8.492924e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155126 members 
Mstep: Class 6 contains 146285 members 
Mstep: Class 7 contains 29583 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26137 members 
Mstep: Class 11 contains 1563 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 21345 members 
Mstep: Class 14 contains 30509 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 143894 members 
Mstep: Class 19 contains 23401 members 
Mstep: Class 20 contains 31134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929296.000000 Penalty: 52896.847656
Iteration 115Q: 17 clusters Score -8.49293e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155205 members 
Mstep: Class 6 contains 146208 members 
Mstep: Class 7 contains 29577 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26119 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 21352 members 
Mstep: Class 14 contains 30548 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 143881 members 
Mstep: Class 19 contains 23403 members 
Mstep: Class 20 contains 31123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929512.000000 Penalty: 52896.847656
Iteration 116Q: 17 clusters Score -8.492951e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155277 members 
Mstep: Class 6 contains 146116 members 
Mstep: Class 7 contains 29565 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26105 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 21366 members 
Mstep: Class 14 contains 30585 members 
Mstep: Class 15 contains 2166 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23408 members 
Mstep: Class 20 contains 31124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929568.000000 Penalty: 52896.847656
Iteration 117Q: 17 clusters Score -8.492957e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1108 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155302 members 
Mstep: Class 6 contains 146057 members 
Mstep: Class 7 contains 29557 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26100 members 
Mstep: Class 11 contains 1560 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21375 members 
Mstep: Class 14 contains 30619 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 143877 members 
Mstep: Class 19 contains 23410 members 
Mstep: Class 20 contains 31120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929472.000000 Penalty: 52896.847656
Iteration 118Q: 17 clusters Score -8.492947e+07 nChanged 929
Entering ConstructFrom: 
Score: -84929472.000000 Penalty: 52896.847656
Entering ConstructFrom: 
Trying to split cluster 1 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -35569.136719 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -35569.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34325.753906 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -34325.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34546.945312 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -34546.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34669.945312 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -34669.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -34755.980469 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -34755.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34820.839844 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -34820.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34864.906250 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -34864.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34886.066406 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -34886.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34958.214844 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -34958.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -35013.949219 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -35013.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -35058.570312 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -35058.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35117.699219 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -35117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35127.929688 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -35127.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35135.171875 Penalty: 2848.529785
	Iteration 12Q: 3 clusters Score -35135.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35152.472656 Penalty: 2848.529785
	Iteration 13Q: 3 clusters Score -35152.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35168.273438 Penalty: 2848.529785
	Iteration 14Q: 3 clusters Score -35168.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35168.273438 Penalty: 2848.529785
	Iteration 15F: 3 clusters Score -35168.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -134118.125000 Penalty: 1738.557373
	Iteration 0F: 2 clusters Score -134118.1 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 559 members 
Entering Unmasked Estep 
Score: -132225.234375 Penalty: 3477.114746
	Iteration 0F: 3 clusters Score -132225.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132654.156250 Penalty: 3477.114746
	Iteration 1F: 3 clusters Score -132654.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -132870.750000 Penalty: 3477.114746
	Iteration 2F: 3 clusters Score -132870.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -133085.312500 Penalty: 3477.114746
	Iteration 3F: 3 clusters Score -133085.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -133444.203125 Penalty: 3477.114746
	Iteration 4F: 3 clusters Score -133444.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -133862.031250 Penalty: 3477.114746
	Iteration 5F: 3 clusters Score -133862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134190.625000 Penalty: 3477.114746
	Iteration 6F: 3 clusters Score -134190.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134345.000000 Penalty: 3477.114746
	Iteration 7Q: 3 clusters Score -134345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134546.078125 Penalty: 3477.114746
	Iteration 8Q: 3 clusters Score -134546.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134571.203125 Penalty: 3477.114746
	Iteration 9Q: 3 clusters Score -134571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -134585.718750 Penalty: 3477.114746
	Iteration 10Q: 3 clusters Score -134585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -134639.609375 Penalty: 3477.114746
	Iteration 11Q: 3 clusters Score -134639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134695.296875 Penalty: 3477.114746
	Iteration 12Q: 3 clusters Score -134695.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -134775.062500 Penalty: 3477.114746
	Iteration 13Q: 3 clusters Score -134775.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134910.718750 Penalty: 3477.114746
	Iteration 14Q: 3 clusters Score -134910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -134955.671875 Penalty: 3477.114746
	Iteration 15Q: 3 clusters Score -134955.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -134964.031250 Penalty: 3477.114746
	Iteration 16Q: 3 clusters Score -134964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134970.375000 Penalty: 3477.114746
	Iteration 17Q: 3 clusters Score -134970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -134978.968750 Penalty: 3477.114746
	Iteration 18Q: 3 clusters Score -134979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134982.718750 Penalty: 3477.114746
	Iteration 19Q: 3 clusters Score -134982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -134988.546875 Penalty: 3477.114746
	Iteration 20F: 3 clusters Score -134988.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134999.125000 Penalty: 3477.114746
	Iteration 21Q: 3 clusters Score -134999.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135010.765625 Penalty: 3477.114746
	Iteration 22Q: 3 clusters Score -135010.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -135033.125000 Penalty: 3477.114746
	Iteration 23Q: 3 clusters Score -135033.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -135084.375000 Penalty: 3477.114746
	Iteration 24Q: 3 clusters Score -135084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135201.343750 Penalty: 3477.114746
	Iteration 25Q: 3 clusters Score -135201.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -135731.312500 Penalty: 3477.114746
	Iteration 26Q: 3 clusters Score -135731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135953.968750 Penalty: 3477.114746
	Iteration 27Q: 3 clusters Score -135954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -135953.968750 Penalty: 3477.114746
	Iteration 28F: 3 clusters Score -135954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155318 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 30672 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 31117 members 
Entering Unmasked Estep 
Score: -84929872.000000 Penalty: 56202.902344
Splitting cluster 2 changes total score from -84929472.000000 to -84929872.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 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 410 members 
Entering Unmasked Estep 
Score: -102749.007812 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102749 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103147.804688 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103147.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103436.375000 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103436.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103658.445312 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103658.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103777.101562 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103777.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103828.656250 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -103828.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103872.750000 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -103872.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -103898.320312 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -103898.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -103922.570312 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103922.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103942.710938 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103942.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -103956.695312 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103971.921875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103971.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104004.375000 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -104004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104022.515625 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -104022.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -104040.218750 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -104040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -104079.226562 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -104079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104115.304688 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -104115.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -104137.359375 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -104137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -104143.328125 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -104143.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104144.578125 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -104144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104147.257812 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -104147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104148.578125 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -104148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -104148.578125 Penalty: 3347.384766
	Iteration 22F: 3 clusters Score -104148.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Entering Unmasked Estep 
Score: -21649790.000000 Penalty: 2964.401123
	Iteration 0F: 2 clusters Score -2.164979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 77828 members 
Entering Unmasked Estep 
Score: -21547336.000000 Penalty: 5928.802246
	Iteration 0F: 3 clusters Score -2.154734e+07 nChanged 74130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -21589886.000000 Penalty: 5928.802246
	Iteration 1F: 3 clusters Score -2.158989e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 82353 members 
Entering Unmasked Estep 
Score: -21590968.000000 Penalty: 5928.802246
	Iteration 2Q: 3 clusters Score -2.159097e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -21592718.000000 Penalty: 5928.802246
	Iteration 3Q: 3 clusters Score -2.159272e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -21595322.000000 Penalty: 5928.802246
	Iteration 4Q: 3 clusters Score -2.159532e+07 nChanged 6928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -21599400.000000 Penalty: 5928.802246
	Iteration 5Q: 3 clusters Score -2.15994e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 99567 members 
Entering Unmasked Estep 
Score: -21605138.000000 Penalty: 5928.802246
	Iteration 6F: 3 clusters Score -2.160514e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 106845 members 
Entering Unmasked Estep 
Score: -21611928.000000 Penalty: 5928.802246
	Iteration 7F: 3 clusters Score -2.161193e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 114492 members 
Entering Unmasked Estep 
Score: -21618942.000000 Penalty: 5928.802246
	Iteration 8F: 3 clusters Score -2.161894e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 122008 members 
Entering Unmasked Estep 
Score: -21625752.000000 Penalty: 5928.802246
	Iteration 9F: 3 clusters Score -2.162575e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -21631400.000000 Penalty: 5928.802246
	Iteration 10Q: 3 clusters Score -2.16314e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 134380 members 
Entering Unmasked Estep 
Score: -21635796.000000 Penalty: 5928.802246
	Iteration 11Q: 3 clusters Score -2.16358e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 139095 members 
Entering Unmasked Estep 
Score: -21639124.000000 Penalty: 5928.802246
	Iteration 12Q: 3 clusters Score -2.163912e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 142816 members 
Entering Unmasked Estep 
Score: -21641496.000000 Penalty: 5928.802246
	Iteration 13Q: 3 clusters Score -2.16415e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 145823 members 
Entering Unmasked Estep 
Score: -21643432.000000 Penalty: 5928.802246
	Iteration 14Q: 3 clusters Score -2.164343e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -21644824.000000 Penalty: 5928.802246
	Iteration 15Q: 3 clusters Score -2.164482e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 149716 members 
Entering Unmasked Estep 
Score: -21645680.000000 Penalty: 5928.802246
	Iteration 16Q: 3 clusters Score -2.164568e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 150927 members 
Entering Unmasked Estep 
Score: -21646308.000000 Penalty: 5928.802246
	Iteration 17Q: 3 clusters Score -2.164631e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -21646650.000000 Penalty: 5928.802246
	Iteration 18Q: 3 clusters Score -2.164665e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 152371 members 
Entering Unmasked Estep 
Score: -21646844.000000 Penalty: 5928.802246
	Iteration 19Q: 3 clusters Score -2.164684e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -21646994.000000 Penalty: 5928.802246
	Iteration 20F: 3 clusters Score -2.164699e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 153090 members 
Entering Unmasked Estep 
Score: -21647094.000000 Penalty: 5928.802246
	Iteration 21Q: 3 clusters Score -2.164709e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -21647158.000000 Penalty: 5928.802246
	Iteration 22Q: 3 clusters Score -2.164716e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 153513 members 
Entering Unmasked Estep 
Score: -21647196.000000 Penalty: 5928.802246
	Iteration 23Q: 3 clusters Score -2.16472e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 153657 members 
Entering Unmasked Estep 
Score: -21647270.000000 Penalty: 5928.802246
	Iteration 24Q: 3 clusters Score -2.164727e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 153769 members 
Entering Unmasked Estep 
Score: -21647286.000000 Penalty: 5928.802246
	Iteration 25Q: 3 clusters Score -2.164729e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 153853 members 
Entering Unmasked Estep 
Score: -21647324.000000 Penalty: 5928.802246
	Iteration 26Q: 3 clusters Score -2.164732e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 153920 members 
Entering Unmasked Estep 
Score: -21647354.000000 Penalty: 5928.802246
	Iteration 27Q: 3 clusters Score -2.164735e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -21647362.000000 Penalty: 5928.802246
	Iteration 28Q: 3 clusters Score -2.164736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 154000 members 
Entering Unmasked Estep 
Score: -21647396.000000 Penalty: 5928.802246
	Iteration 29Q: 3 clusters Score -2.16474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 154036 members 
Entering Unmasked Estep 
Score: -21647390.000000 Penalty: 5928.802246
	Iteration 30Q: 3 clusters Score -2.164739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 154068 members 
Entering Unmasked Estep 
Score: -21647428.000000 Penalty: 5928.802246
	Iteration 31Q: 3 clusters Score -2.164743e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 154091 members 
Entering Unmasked Estep 
Score: -21647432.000000 Penalty: 5928.802246
	Iteration 32Q: 3 clusters Score -2.164743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 154107 members 
Entering Unmasked Estep 
Score: -21647414.000000 Penalty: 5928.802246
	Iteration 33Q: 3 clusters Score -2.164741e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 154122 members 
Entering Unmasked Estep 
Score: -21647420.000000 Penalty: 5928.802246
	Iteration 34Q: 3 clusters Score -2.164742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 154135 members 
Entering Unmasked Estep 
Score: -21647436.000000 Penalty: 5928.802246
	Iteration 35Q: 3 clusters Score -2.164744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 154149 members 
Entering Unmasked Estep 
Score: -21647436.000000 Penalty: 5928.802246
	Iteration 36Q: 3 clusters Score -2.164744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -21647446.000000 Penalty: 5928.802246
	Iteration 37Q: 3 clusters Score -2.164745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 154165 members 
Entering Unmasked Estep 
Score: -21647448.000000 Penalty: 5928.802246
	Iteration 38Q: 3 clusters Score -2.164745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 154167 members 
Entering Unmasked Estep 
Score: -21647440.000000 Penalty: 5928.802246
	Iteration 39Q: 3 clusters Score -2.164744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 154174 members 
Entering Unmasked Estep 
Score: -21647440.000000 Penalty: 5928.802246
	Iteration 40F: 3 clusters Score -2.164744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 154181 members 
Entering Unmasked Estep 
Score: -21647436.000000 Penalty: 5928.802246
	Iteration 41Q: 3 clusters Score -2.164744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 154186 members 
Entering Unmasked Estep 
Score: -21647446.000000 Penalty: 5928.802246
	Iteration 42Q: 3 clusters Score -2.164745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 154192 members 
Entering Unmasked Estep 
Score: -21647442.000000 Penalty: 5928.802246
	Iteration 43Q: 3 clusters Score -2.164744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 154198 members 
Entering Unmasked Estep 
Score: -21647442.000000 Penalty: 5928.802246
	Iteration 44Q: 3 clusters Score -2.164744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -21647438.000000 Penalty: 5928.802246
	Iteration 45Q: 3 clusters Score -2.164744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 154205 members 
Entering Unmasked Estep 
Score: -21647438.000000 Penalty: 5928.802246
	Iteration 46Q: 3 clusters Score -2.164744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -21647430.000000 Penalty: 5928.802246
	Iteration 47Q: 3 clusters Score -2.164743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 154208 members 
Entering Unmasked Estep 
Score: -21647444.000000 Penalty: 5928.802246
	Iteration 48Q: 3 clusters Score -2.164744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21647440.000000 Penalty: 5928.802246
	Iteration 49Q: 3 clusters Score -2.164744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21647440.000000 Penalty: 5928.802246
	Iteration 50F: 3 clusters Score -2.164744e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (145980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145980 members 
Entering Unmasked Estep 
Score: -20377854.000000 Penalty: 2949.023682
	Iteration 0F: 2 clusters Score -2.037785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73133 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -20281452.000000 Penalty: 5898.047363
	Iteration 0F: 3 clusters Score -2.028145e+07 nChanged 69501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72674 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -20322176.000000 Penalty: 5898.047363
	Iteration 1F: 3 clusters Score -2.032218e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -20323394.000000 Penalty: 5898.047363
	Iteration 2Q: 3 clusters Score -2.032339e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72068 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -20325134.000000 Penalty: 5898.047363
	Iteration 3Q: 3 clusters Score -2.032513e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -20327762.000000 Penalty: 5898.047363
	Iteration 4Q: 3 clusters Score -2.032776e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70719 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -20331432.000000 Penalty: 5898.047363
	Iteration 5Q: 3 clusters Score -2.033143e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69204 members 
Mstep: Class 2 contains 76776 members 
Entering Unmasked Estep 
Score: -20337094.000000 Penalty: 5898.047363
	Iteration 6F: 3 clusters Score -2.033709e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -20344652.000000 Penalty: 5898.047363
	Iteration 7F: 3 clusters Score -2.034465e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65022 members 
Mstep: Class 2 contains 80958 members 
Entering Unmasked Estep 
Score: -20352480.000000 Penalty: 5898.047363
	Iteration 8F: 3 clusters Score -2.035248e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -20356554.000000 Penalty: 5898.047363
	Iteration 9F: 3 clusters Score -2.035655e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61929 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -20358176.000000 Penalty: 5898.047363
	Iteration 10Q: 3 clusters Score -2.035818e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 85465 members 
Entering Unmasked Estep 
Score: -20359146.000000 Penalty: 5898.047363
	Iteration 11Q: 3 clusters Score -2.035915e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 86993 members 
Entering Unmasked Estep 
Score: -20360074.000000 Penalty: 5898.047363
	Iteration 12Q: 3 clusters Score -2.036007e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -20360966.000000 Penalty: 5898.047363
	Iteration 13Q: 3 clusters Score -2.036097e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -20361946.000000 Penalty: 5898.047363
	Iteration 14Q: 3 clusters Score -2.036195e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -20362792.000000 Penalty: 5898.047363
	Iteration 15Q: 3 clusters Score -2.036279e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 92735 members 
Entering Unmasked Estep 
Score: -20363580.000000 Penalty: 5898.047363
	Iteration 16Q: 3 clusters Score -2.036358e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 93993 members 
Entering Unmasked Estep 
Score: -20364274.000000 Penalty: 5898.047363
	Iteration 17Q: 3 clusters Score -2.036427e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -20364754.000000 Penalty: 5898.047363
	Iteration 18Q: 3 clusters Score -2.036475e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -20365122.000000 Penalty: 5898.047363
	Iteration 19Q: 3 clusters Score -2.036512e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 97226 members 
Entering Unmasked Estep 
Score: -20365446.000000 Penalty: 5898.047363
	Iteration 20F: 3 clusters Score -2.036545e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -20365848.000000 Penalty: 5898.047363
	Iteration 21Q: 3 clusters Score -2.036585e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 99287 members 
Entering Unmasked Estep 
Score: -20366002.000000 Penalty: 5898.047363
	Iteration 22Q: 3 clusters Score -2.0366e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -20366104.000000 Penalty: 5898.047363
	Iteration 23Q: 3 clusters Score -2.03661e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 101458 members 
Entering Unmasked Estep 
Score: -20366412.000000 Penalty: 5898.047363
	Iteration 24Q: 3 clusters Score -2.036641e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 102527 members 
Entering Unmasked Estep 
Score: -20366664.000000 Penalty: 5898.047363
	Iteration 25Q: 3 clusters Score -2.036666e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 103643 members 
Entering Unmasked Estep 
Score: -20366852.000000 Penalty: 5898.047363
	Iteration 26Q: 3 clusters Score -2.036685e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -20367050.000000 Penalty: 5898.047363
	Iteration 27Q: 3 clusters Score -2.036705e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 105968 members 
Entering Unmasked Estep 
Score: -20367358.000000 Penalty: 5898.047363
	Iteration 28Q: 3 clusters Score -2.036736e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -20367470.000000 Penalty: 5898.047363
	Iteration 29Q: 3 clusters Score -2.036747e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 108231 members 
Entering Unmasked Estep 
Score: -20367684.000000 Penalty: 5898.047363
	Iteration 30Q: 3 clusters Score -2.036768e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -20367970.000000 Penalty: 5898.047363
	Iteration 31Q: 3 clusters Score -2.036797e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -20368294.000000 Penalty: 5898.047363
	Iteration 32Q: 3 clusters Score -2.036829e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -20368562.000000 Penalty: 5898.047363
	Iteration 33Q: 3 clusters Score -2.036856e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 113348 members 
Entering Unmasked Estep 
Score: -20368780.000000 Penalty: 5898.047363
	Iteration 34Q: 3 clusters Score -2.036878e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -20369082.000000 Penalty: 5898.047363
	Iteration 35Q: 3 clusters Score -2.036908e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 116171 members 
Entering Unmasked Estep 
Score: -20369406.000000 Penalty: 5898.047363
	Iteration 36Q: 3 clusters Score -2.036941e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 117585 members 
Entering Unmasked Estep 
Score: -20369816.000000 Penalty: 5898.047363
	Iteration 37Q: 3 clusters Score -2.036982e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 119007 members 
Entering Unmasked Estep 
Score: -20370076.000000 Penalty: 5898.047363
	Iteration 38Q: 3 clusters Score -2.037008e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 120456 members 
Entering Unmasked Estep 
Score: -20370400.000000 Penalty: 5898.047363
	Iteration 39Q: 3 clusters Score -2.03704e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -20370736.000000 Penalty: 5898.047363
	Iteration 40F: 3 clusters Score -2.037074e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 123265 members 
Entering Unmasked Estep 
Score: -20371134.000000 Penalty: 5898.047363
	Iteration 41Q: 3 clusters Score -2.037113e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 124593 members 
Entering Unmasked Estep 
Score: -20371512.000000 Penalty: 5898.047363
	Iteration 42Q: 3 clusters Score -2.037151e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -20371950.000000 Penalty: 5898.047363
	Iteration 43Q: 3 clusters Score -2.037195e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 127193 members 
Entering Unmasked Estep 
Score: -20372284.000000 Penalty: 5898.047363
	Iteration 44Q: 3 clusters Score -2.037228e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 128495 members 
Entering Unmasked Estep 
Score: -20372576.000000 Penalty: 5898.047363
	Iteration 45Q: 3 clusters Score -2.037258e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -20372836.000000 Penalty: 5898.047363
	Iteration 46Q: 3 clusters Score -2.037284e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 130881 members 
Entering Unmasked Estep 
Score: -20373146.000000 Penalty: 5898.047363
	Iteration 47Q: 3 clusters Score -2.037315e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 132064 members 
Entering Unmasked Estep 
Score: -20373368.000000 Penalty: 5898.047363
	Iteration 48Q: 3 clusters Score -2.037337e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 133195 members 
Entering Unmasked Estep 
Score: -20373672.000000 Penalty: 5898.047363
	Iteration 49Q: 3 clusters Score -2.037367e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -20373932.000000 Penalty: 5898.047363
	Iteration 50Q: 3 clusters Score -2.037393e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -20374244.000000 Penalty: 5898.047363
	Iteration 51Q: 3 clusters Score -2.037424e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 136334 members 
Entering Unmasked Estep 
Score: -20374514.000000 Penalty: 5898.047363
	Iteration 52Q: 3 clusters Score -2.037451e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -20374816.000000 Penalty: 5898.047363
	Iteration 53Q: 3 clusters Score -2.037482e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 138100 members 
Entering Unmasked Estep 
Score: -20375034.000000 Penalty: 5898.047363
	Iteration 54Q: 3 clusters Score -2.037503e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -20375260.000000 Penalty: 5898.047363
	Iteration 55Q: 3 clusters Score -2.037526e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -20375378.000000 Penalty: 5898.047363
	Iteration 56Q: 3 clusters Score -2.037538e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 140121 members 
Entering Unmasked Estep 
Score: -20375510.000000 Penalty: 5898.047363
	Iteration 57Q: 3 clusters Score -2.037551e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 140609 members 
Entering Unmasked Estep 
Score: -20375616.000000 Penalty: 5898.047363
	Iteration 58Q: 3 clusters Score -2.037562e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 141051 members 
Entering Unmasked Estep 
Score: -20375684.000000 Penalty: 5898.047363
	Iteration 59Q: 3 clusters Score -2.037568e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 141453 members 
Entering Unmasked Estep 
Score: -20375748.000000 Penalty: 5898.047363
	Iteration 60F: 3 clusters Score -2.037575e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 141811 members 
Entering Unmasked Estep 
Score: -20375842.000000 Penalty: 5898.047363
	Iteration 61Q: 3 clusters Score -2.037584e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 142095 members 
Entering Unmasked Estep 
Score: -20375906.000000 Penalty: 5898.047363
	Iteration 62Q: 3 clusters Score -2.037591e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 142326 members 
Entering Unmasked Estep 
Score: -20375974.000000 Penalty: 5898.047363
	Iteration 63Q: 3 clusters Score -2.037597e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 142488 members 
Entering Unmasked Estep 
Score: -20376006.000000 Penalty: 5898.047363
	Iteration 64Q: 3 clusters Score -2.037601e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 142643 members 
Entering Unmasked Estep 
Score: -20376098.000000 Penalty: 5898.047363
	Iteration 65Q: 3 clusters Score -2.03761e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 142788 members 
Entering Unmasked Estep 
Score: -20376090.000000 Penalty: 5898.047363
	Iteration 66Q: 3 clusters Score -2.037609e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -20376136.000000 Penalty: 5898.047363
	Iteration 67Q: 3 clusters Score -2.037614e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 142989 members 
Entering Unmasked Estep 
Score: -20376158.000000 Penalty: 5898.047363
	Iteration 68Q: 3 clusters Score -2.037616e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -20376122.000000 Penalty: 5898.047363
	Iteration 69Q: 3 clusters Score -2.037612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 143130 members 
Entering Unmasked Estep 
Score: -20376138.000000 Penalty: 5898.047363
	Iteration 70Q: 3 clusters Score -2.037614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -20376122.000000 Penalty: 5898.047363
	Iteration 71Q: 3 clusters Score -2.037612e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 143249 members 
Entering Unmasked Estep 
Score: -20376144.000000 Penalty: 5898.047363
	Iteration 72Q: 3 clusters Score -2.037614e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 143318 members 
Entering Unmasked Estep 
Score: -20376138.000000 Penalty: 5898.047363
	Iteration 73Q: 3 clusters Score -2.037614e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 143370 members 
Entering Unmasked Estep 
Score: -20376146.000000 Penalty: 5898.047363
	Iteration 74Q: 3 clusters Score -2.037615e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -20376124.000000 Penalty: 5898.047363
	Iteration 75Q: 3 clusters Score -2.037612e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 143481 members 
Entering Unmasked Estep 
Score: -20376128.000000 Penalty: 5898.047363
	Iteration 76Q: 3 clusters Score -2.037613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 143525 members 
Entering Unmasked Estep 
Score: -20376122.000000 Penalty: 5898.047363
	Iteration 77Q: 3 clusters Score -2.037612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 143561 members 
Entering Unmasked Estep 
Score: -20376100.000000 Penalty: 5898.047363
	Iteration 78Q: 3 clusters Score -2.03761e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
Score: -20376132.000000 Penalty: 5898.047363
	Iteration 79Q: 3 clusters Score -2.037613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 143638 members 
Entering Unmasked Estep 
Score: -20376102.000000 Penalty: 5898.047363
	Iteration 80F: 3 clusters Score -2.03761e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 143671 members 
Entering Unmasked Estep 
Score: -20376140.000000 Penalty: 5898.047363
	Iteration 81Q: 3 clusters Score -2.037614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -20376138.000000 Penalty: 5898.047363
	Iteration 82Q: 3 clusters Score -2.037614e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 143744 members 
Entering Unmasked Estep 
Score: -20376128.000000 Penalty: 5898.047363
	Iteration 83Q: 3 clusters Score -2.037613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 143770 members 
Entering Unmasked Estep 
Score: -20376150.000000 Penalty: 5898.047363
	Iteration 84Q: 3 clusters Score -2.037615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -20376148.000000 Penalty: 5898.047363
	Iteration 85Q: 3 clusters Score -2.037615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 143831 members 
Entering Unmasked Estep 
Score: -20376144.000000 Penalty: 5898.047363
	Iteration 86Q: 3 clusters Score -2.037614e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 143862 members 
Entering Unmasked Estep 
Score: -20376128.000000 Penalty: 5898.047363
	Iteration 87Q: 3 clusters Score -2.037613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -20376160.000000 Penalty: 5898.047363
	Iteration 88Q: 3 clusters Score -2.037616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 143906 members 
Entering Unmasked Estep 
Score: -20376162.000000 Penalty: 5898.047363
	Iteration 89Q: 3 clusters Score -2.037616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 143923 members 
Entering Unmasked Estep 
Score: -20376126.000000 Penalty: 5898.047363
	Iteration 90Q: 3 clusters Score -2.037613e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 143941 members 
Entering Unmasked Estep 
Score: -20376134.000000 Penalty: 5898.047363
	Iteration 91Q: 3 clusters Score -2.037613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 143957 members 
Entering Unmasked Estep 
Score: -20376128.000000 Penalty: 5898.047363
	Iteration 92Q: 3 clusters Score -2.037613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 143969 members 
Entering Unmasked Estep 
Score: -20376128.000000 Penalty: 5898.047363
	Iteration 93Q: 3 clusters Score -2.037613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 143980 members 
Entering Unmasked Estep 
Score: -20376132.000000 Penalty: 5898.047363
	Iteration 94Q: 3 clusters Score -2.037613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 143989 members 
Entering Unmasked Estep 
Score: -20376144.000000 Penalty: 5898.047363
	Iteration 95Q: 3 clusters Score -2.037614e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 143999 members 
Entering Unmasked Estep 
Score: -20376150.000000 Penalty: 5898.047363
	Iteration 96Q: 3 clusters Score -2.037615e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 144007 members 
Entering Unmasked Estep 
Score: -20376156.000000 Penalty: 5898.047363
	Iteration 97Q: 3 clusters Score -2.037616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 144013 members 
Entering Unmasked Estep 
Score: -20376140.000000 Penalty: 5898.047363
	Iteration 98Q: 3 clusters Score -2.037614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 144020 members 
Entering Unmasked Estep 
Score: -20376148.000000 Penalty: 5898.047363
	Iteration 99Q: 3 clusters Score -2.037615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -20376146.000000 Penalty: 5898.047363
	Iteration 100F: 3 clusters Score -2.037615e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 144042 members 
Entering Unmasked Estep 
Score: -20376136.000000 Penalty: 5898.047363
	Iteration 101Q: 3 clusters Score -2.037614e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -20376136.000000 Penalty: 5898.047363
	Iteration 102Q: 3 clusters Score -2.037614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 144067 members 
Entering Unmasked Estep 
Score: -20376134.000000 Penalty: 5898.047363
	Iteration 103Q: 3 clusters Score -2.037613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -20376134.000000 Penalty: 5898.047363
	Iteration 104Q: 3 clusters Score -2.037613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 144089 members 
Entering Unmasked Estep 
Score: -20376136.000000 Penalty: 5898.047363
	Iteration 105Q: 3 clusters Score -2.037614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -20376132.000000 Penalty: 5898.047363
	Iteration 106Q: 3 clusters Score -2.037613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 144102 members 
Entering Unmasked Estep 
Score: -20376126.000000 Penalty: 5898.047363
	Iteration 107Q: 3 clusters Score -2.037613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 144106 members 
Entering Unmasked Estep 
Score: -20376132.000000 Penalty: 5898.047363
	Iteration 108Q: 3 clusters Score -2.037613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -20376120.000000 Penalty: 5898.047363
	Iteration 109Q: 3 clusters Score -2.037612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -20376140.000000 Penalty: 5898.047363
	Iteration 110Q: 3 clusters Score -2.037614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 144117 members 
Entering Unmasked Estep 
Score: -20376148.000000 Penalty: 5898.047363
	Iteration 111Q: 3 clusters Score -2.037615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 144120 members 
Entering Unmasked Estep 
Score: -20376158.000000 Penalty: 5898.047363
	Iteration 112Q: 3 clusters Score -2.037616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 144122 members 
Entering Unmasked Estep 
Score: -20376150.000000 Penalty: 5898.047363
	Iteration 113Q: 3 clusters Score -2.037615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 144124 members 
Entering Unmasked Estep 
Score: -20376150.000000 Penalty: 5898.047363
	Iteration 114Q: 3 clusters Score -2.037615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 144125 members 
Entering Unmasked Estep 
Score: -20376162.000000 Penalty: 5898.047363
	Iteration 115Q: 3 clusters Score -2.037616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 144127 members 
Entering Unmasked Estep 
Score: -20376158.000000 Penalty: 5898.047363
	Iteration 116Q: 3 clusters Score -2.037616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -20376154.000000 Penalty: 5898.047363
	Iteration 117Q: 3 clusters Score -2.037615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 144132 members 
Entering Unmasked Estep 
Score: -20376162.000000 Penalty: 5898.047363
	Iteration 118Q: 3 clusters Score -2.037616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -20376156.000000 Penalty: 5898.047363
	Iteration 119Q: 3 clusters Score -2.037616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -20376170.000000 Penalty: 5898.047363
	Iteration 120F: 3 clusters Score -2.037617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 144138 members 
Entering Unmasked Estep 
Score: -20376174.000000 Penalty: 5898.047363
	Iteration 121Q: 3 clusters Score -2.037617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -20376174.000000 Penalty: 5898.047363
	Iteration 122Q: 3 clusters Score -2.037617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 144139 members 
Entering Unmasked Estep 
Score: -20376174.000000 Penalty: 5898.047363
	Iteration 123F: 3 clusters Score -2.037617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Entering Unmasked Estep 
Score: -4192713.500000 Penalty: 2552.914062
	Iteration 0F: 2 clusters Score -4192714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4172516.500000 Penalty: 5105.828125
	Iteration 0F: 3 clusters Score -4172516 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4179822.250000 Penalty: 5105.828125
	Iteration 1F: 3 clusters Score -4179822 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4180253.500000 Penalty: 5105.828125
	Iteration 2Q: 3 clusters Score -4180254 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4180670.750000 Penalty: 5105.828125
	Iteration 3Q: 3 clusters Score -4180671 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4181118.750000 Penalty: 5105.828125
	Iteration 4Q: 3 clusters Score -4181119 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -4181584.000000 Penalty: 5105.828125
	Iteration 5Q: 3 clusters Score -4181584 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4182029.500000 Penalty: 5105.828125
	Iteration 6Q: 3 clusters Score -4182030 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -4182565.750000 Penalty: 5105.828125
	Iteration 7Q: 3 clusters Score -4182566 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4183198.250000 Penalty: 5105.828125
	Iteration 8Q: 3 clusters Score -4183198 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4184000.750000 Penalty: 5105.828125
	Iteration 9Q: 3 clusters Score -4184001 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4184930.750000 Penalty: 5105.828125
	Iteration 10F: 3 clusters Score -4184931 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4185781.000000 Penalty: 5105.828125
	Iteration 11F: 3 clusters Score -4185781 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4186384.000000 Penalty: 5105.828125
	Iteration 12Q: 3 clusters Score -4186384 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4186747.000000 Penalty: 5105.828125
	Iteration 13Q: 3 clusters Score -4186747 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4186905.750000 Penalty: 5105.828125
	Iteration 14Q: 3 clusters Score -4186906 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4186999.750000 Penalty: 5105.828125
	Iteration 15Q: 3 clusters Score -4187000 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -4187059.500000 Penalty: 5105.828125
	Iteration 16Q: 3 clusters Score -4187060 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4187121.000000 Penalty: 5105.828125
	Iteration 17Q: 3 clusters Score -4187121 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4187164.250000 Penalty: 5105.828125
	Iteration 18Q: 3 clusters Score -4187164 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4187209.000000 Penalty: 5105.828125
	Iteration 19Q: 3 clusters Score -4187209 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4187236.750000 Penalty: 5105.828125
	Iteration 20F: 3 clusters Score -4187237 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -4187258.250000 Penalty: 5105.828125
	Iteration 21Q: 3 clusters Score -4187258 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4187278.750000 Penalty: 5105.828125
	Iteration 22Q: 3 clusters Score -4187279 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -4187307.250000 Penalty: 5105.828125
	Iteration 23Q: 3 clusters Score -4187307 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -4187336.500000 Penalty: 5105.828125
	Iteration 24Q: 3 clusters Score -4187336 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4187351.000000 Penalty: 5105.828125
	Iteration 25Q: 3 clusters Score -4187351 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -4187362.000000 Penalty: 5105.828125
	Iteration 26Q: 3 clusters Score -4187362 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4187381.500000 Penalty: 5105.828125
	Iteration 27Q: 3 clusters Score -4187382 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -4187393.750000 Penalty: 5105.828125
	Iteration 28Q: 3 clusters Score -4187394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -4187416.750000 Penalty: 5105.828125
	Iteration 29Q: 3 clusters Score -4187417 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4187466.750000 Penalty: 5105.828125
	Iteration 30Q: 3 clusters Score -4187467 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -4187511.500000 Penalty: 5105.828125
	Iteration 31Q: 3 clusters Score -4187512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4187541.750000 Penalty: 5105.828125
	Iteration 32Q: 3 clusters Score -4187542 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -4187579.750000 Penalty: 5105.828125
	Iteration 33Q: 3 clusters Score -4187580 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4187622.250000 Penalty: 5105.828125
	Iteration 34Q: 3 clusters Score -4187622 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -4187691.750000 Penalty: 5105.828125
	Iteration 35Q: 3 clusters Score -4187692 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -4187782.000000 Penalty: 5105.828125
	Iteration 36Q: 3 clusters Score -4187782 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4187861.750000 Penalty: 5105.828125
	Iteration 37Q: 3 clusters Score -4187862 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4187988.750000 Penalty: 5105.828125
	Iteration 38Q: 3 clusters Score -4187989 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -4188084.000000 Penalty: 5105.828125
	Iteration 39Q: 3 clusters Score -4188084 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4188211.250000 Penalty: 5105.828125
	Iteration 40F: 3 clusters Score -4188211 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -4188325.000000 Penalty: 5105.828125
	Iteration 41Q: 3 clusters Score -4188325 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -4188425.000000 Penalty: 5105.828125
	Iteration 42Q: 3 clusters Score -4188425 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -4188544.000000 Penalty: 5105.828125
	Iteration 43Q: 3 clusters Score -4188544 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4188692.750000 Penalty: 5105.828125
	Iteration 44Q: 3 clusters Score -4188693 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4188810.250000 Penalty: 5105.828125
	Iteration 45Q: 3 clusters Score -4188810 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4188914.000000 Penalty: 5105.828125
	Iteration 46Q: 3 clusters Score -4188914 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -4189049.500000 Penalty: 5105.828125
	Iteration 47Q: 3 clusters Score -4189050 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -4189165.500000 Penalty: 5105.828125
	Iteration 48Q: 3 clusters Score -4189166 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4189257.750000 Penalty: 5105.828125
	Iteration 49Q: 3 clusters Score -4189258 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4189378.500000 Penalty: 5105.828125
	Iteration 50Q: 3 clusters Score -4189378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4189467.750000 Penalty: 5105.828125
	Iteration 51Q: 3 clusters Score -4189468 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4189549.000000 Penalty: 5105.828125
	Iteration 52Q: 3 clusters Score -4189549 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -4189644.500000 Penalty: 5105.828125
	Iteration 53Q: 3 clusters Score -4189644 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -4189737.250000 Penalty: 5105.828125
	Iteration 54Q: 3 clusters Score -4189737 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -4189806.750000 Penalty: 5105.828125
	Iteration 55Q: 3 clusters Score -4189807 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -4189871.000000 Penalty: 5105.828125
	Iteration 56Q: 3 clusters Score -4189871 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4189935.250000 Penalty: 5105.828125
	Iteration 57Q: 3 clusters Score -4189935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4190008.250000 Penalty: 5105.828125
	Iteration 58Q: 3 clusters Score -4190008 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4190070.500000 Penalty: 5105.828125
	Iteration 59Q: 3 clusters Score -4190070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4190122.250000 Penalty: 5105.828125
	Iteration 60F: 3 clusters Score -4190122 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4190187.250000 Penalty: 5105.828125
	Iteration 61Q: 3 clusters Score -4190187 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4190234.500000 Penalty: 5105.828125
	Iteration 62Q: 3 clusters Score -4190234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4190287.000000 Penalty: 5105.828125
	Iteration 63Q: 3 clusters Score -4190287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4190350.500000 Penalty: 5105.828125
	Iteration 64Q: 3 clusters Score -4190350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4190410.000000 Penalty: 5105.828125
	Iteration 65Q: 3 clusters Score -4190410 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4190438.000000 Penalty: 5105.828125
	Iteration 66Q: 3 clusters Score -4190438 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4190471.250000 Penalty: 5105.828125
	Iteration 67Q: 3 clusters Score -4190471 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4190513.750000 Penalty: 5105.828125
	Iteration 68Q: 3 clusters Score -4190514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4190540.500000 Penalty: 5105.828125
	Iteration 69Q: 3 clusters Score -4190540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4190577.000000 Penalty: 5105.828125
	Iteration 70Q: 3 clusters Score -4190577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4190600.500000 Penalty: 5105.828125
	Iteration 71Q: 3 clusters Score -4190600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4190631.750000 Penalty: 5105.828125
	Iteration 72Q: 3 clusters Score -4190632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4190647.250000 Penalty: 5105.828125
	Iteration 73Q: 3 clusters Score -4190647 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4190664.500000 Penalty: 5105.828125
	Iteration 74Q: 3 clusters Score -4190664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4190679.250000 Penalty: 5105.828125
	Iteration 75Q: 3 clusters Score -4190679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4190707.000000 Penalty: 5105.828125
	Iteration 76Q: 3 clusters Score -4190707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4190719.500000 Penalty: 5105.828125
	Iteration 77Q: 3 clusters Score -4190720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4190729.500000 Penalty: 5105.828125
	Iteration 78Q: 3 clusters Score -4190730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4190736.000000 Penalty: 5105.828125
	Iteration 79Q: 3 clusters Score -4190736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4190748.750000 Penalty: 5105.828125
	Iteration 80F: 3 clusters Score -4190749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4190752.000000 Penalty: 5105.828125
	Iteration 81Q: 3 clusters Score -4190752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4190756.500000 Penalty: 5105.828125
	Iteration 82Q: 3 clusters Score -4190756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4190765.250000 Penalty: 5105.828125
	Iteration 83Q: 3 clusters Score -4190765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4190766.000000 Penalty: 5105.828125
	Iteration 84Q: 3 clusters Score -4190766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4190762.250000 Penalty: 5105.828125
	Iteration 85Q: 3 clusters Score -4190762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4190771.000000 Penalty: 5105.828125
	Iteration 86Q: 3 clusters Score -4190771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4190769.500000 Penalty: 5105.828125
	Iteration 87Q: 3 clusters Score -4190770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4190770.000000 Penalty: 5105.828125
	Iteration 88Q: 3 clusters Score -4190770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4190775.000000 Penalty: 5105.828125
	Iteration 89Q: 3 clusters Score -4190775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4190774.500000 Penalty: 5105.828125
	Iteration 90Q: 3 clusters Score -4190774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4190772.500000 Penalty: 5105.828125
	Iteration 91Q: 3 clusters Score -4190772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4190775.500000 Penalty: 5105.828125
	Iteration 92Q: 3 clusters Score -4190776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4190774.500000 Penalty: 5105.828125
	Iteration 93Q: 3 clusters Score -4190774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4190776.000000 Penalty: 5105.828125
	Iteration 94Q: 3 clusters Score -4190776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4190776.000000 Penalty: 5105.828125
	Iteration 95F: 3 clusters Score -4190776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59624.917969 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59624.92 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59940.132812 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59940.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60034.898438 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -60034.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -60103.882812 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -60103.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60294.613281 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -60294.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60362.609375 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -60362.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60397.339844 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -60397.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60406.441406 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -60406.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -60419.914062 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -60419.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60435.398438 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -60435.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60455.082031 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -60455.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60468.832031 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -60468.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60477.652344 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -60477.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60487.035156 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -60487.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60492.164062 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -60492.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60504.832031 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -60504.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -60504.832031 Penalty: 3076.457764
	Iteration 16F: 3 clusters Score -60504.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Entering Unmasked Estep 
Score: -3710242.250000 Penalty: 2522.064209
	Iteration 0F: 2 clusters Score -3710242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3692170.250000 Penalty: 5044.128418
	Iteration 0F: 3 clusters Score -3692170 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3698365.500000 Penalty: 5044.128418
	Iteration 1F: 3 clusters Score -3698366 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3698830.250000 Penalty: 5044.128418
	Iteration 2Q: 3 clusters Score -3698830 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3699283.500000 Penalty: 5044.128418
	Iteration 3Q: 3 clusters Score -3699284 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3699746.250000 Penalty: 5044.128418
	Iteration 4Q: 3 clusters Score -3699746 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3700318.250000 Penalty: 5044.128418
	Iteration 5Q: 3 clusters Score -3700318 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -3701114.500000 Penalty: 5044.128418
	Iteration 6F: 3 clusters Score -3701114 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3702279.500000 Penalty: 5044.128418
	Iteration 7F: 3 clusters Score -3702280 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3703741.500000 Penalty: 5044.128418
	Iteration 8F: 3 clusters Score -3703742 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3705210.750000 Penalty: 5044.128418
	Iteration 9F: 3 clusters Score -3705211 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3706514.250000 Penalty: 5044.128418
	Iteration 10F: 3 clusters Score -3706514 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3707297.000000 Penalty: 5044.128418
	Iteration 11Q: 3 clusters Score -3707297 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3707662.500000 Penalty: 5044.128418
	Iteration 12Q: 3 clusters Score -3707662 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3707874.000000 Penalty: 5044.128418
	Iteration 13Q: 3 clusters Score -3707874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -3707958.000000 Penalty: 5044.128418
	Iteration 14Q: 3 clusters Score -3707958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3707989.500000 Penalty: 5044.128418
	Iteration 15Q: 3 clusters Score -3707990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3708008.250000 Penalty: 5044.128418
	Iteration 16Q: 3 clusters Score -3708008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3708027.000000 Penalty: 5044.128418
	Iteration 17Q: 3 clusters Score -3708027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3708044.000000 Penalty: 5044.128418
	Iteration 18Q: 3 clusters Score -3708044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3708053.750000 Penalty: 5044.128418
	Iteration 19Q: 3 clusters Score -3708054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3708064.750000 Penalty: 5044.128418
	Iteration 20F: 3 clusters Score -3708065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3708063.250000 Penalty: 5044.128418
	Iteration 21Q: 3 clusters Score -3708063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3708066.750000 Penalty: 5044.128418
	Iteration 22Q: 3 clusters Score -3708067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3708067.000000 Penalty: 5044.128418
	Iteration 23Q: 3 clusters Score -3708067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -3708070.250000 Penalty: 5044.128418
	Iteration 24Q: 3 clusters Score -3708070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3708077.750000 Penalty: 5044.128418
	Iteration 25Q: 3 clusters Score -3708078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3708083.750000 Penalty: 5044.128418
	Iteration 26Q: 3 clusters Score -3708084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3708087.250000 Penalty: 5044.128418
	Iteration 27Q: 3 clusters Score -3708087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3708086.750000 Penalty: 5044.128418
	Iteration 28Q: 3 clusters Score -3708087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3708088.250000 Penalty: 5044.128418
	Iteration 29Q: 3 clusters Score -3708088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3708088.250000 Penalty: 5044.128418
	Iteration 30F: 3 clusters Score -3708088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -207257.125000 Penalty: 1823.564209
	Iteration 0F: 2 clusters Score -207257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -204957.890625 Penalty: 3647.128418
	Iteration 0F: 3 clusters Score -204957.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -205353.875000 Penalty: 3647.128418
	Iteration 1F: 3 clusters Score -205353.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205494.906250 Penalty: 3647.128418
	Iteration 2F: 3 clusters Score -205494.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -205591.687500 Penalty: 3647.128418
	Iteration 3Q: 3 clusters Score -205591.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205686.046875 Penalty: 3647.128418
	Iteration 4Q: 3 clusters Score -205686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -205760.937500 Penalty: 3647.128418
	Iteration 5Q: 3 clusters Score -205760.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205828.640625 Penalty: 3647.128418
	Iteration 6Q: 3 clusters Score -205828.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -205901.468750 Penalty: 3647.128418
	Iteration 7Q: 3 clusters Score -205901.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -205985.968750 Penalty: 3647.128418
	Iteration 8Q: 3 clusters Score -205986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -206108.781250 Penalty: 3647.128418
	Iteration 9Q: 3 clusters Score -206108.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -206334.640625 Penalty: 3647.128418
	Iteration 10Q: 3 clusters Score -206334.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -206717.515625 Penalty: 3647.128418
	Iteration 11F: 3 clusters Score -206717.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -207162.734375 Penalty: 3647.128418
	Iteration 12F: 3 clusters Score -207162.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -207443.046875 Penalty: 3647.128418
	Iteration 13Q: 3 clusters Score -207443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -207479.109375 Penalty: 3647.128418
	Iteration 14Q: 3 clusters Score -207479.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -207505.968750 Penalty: 3647.128418
	Iteration 15Q: 3 clusters Score -207506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -207531.968750 Penalty: 3647.128418
	Iteration 16Q: 3 clusters Score -207532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -207537.937500 Penalty: 3647.128418
	Iteration 17Q: 3 clusters Score -207537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -207540.671875 Penalty: 3647.128418
	Iteration 18Q: 3 clusters Score -207540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -207541.375000 Penalty: 3647.128418
	Iteration 19Q: 3 clusters Score -207541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -207541.375000 Penalty: 3647.128418
	Iteration 20F: 3 clusters Score -207541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155318 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 826 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 30672 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 31117 members 
Entering Unmasked Estep 
Score: -84928696.000000 Penalty: 59508.957031
Splitting cluster 11 changes total score from -84929472.000000 to -84928696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Entering Unmasked Estep 
Score: -275789.281250 Penalty: 1883.531372
	Iteration 0F: 2 clusters Score -275789.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -273149.531250 Penalty: 3767.062744
	Iteration 0F: 3 clusters Score -273149.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -273592.500000 Penalty: 3767.062744
	Iteration 1F: 3 clusters Score -273592.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273700.718750 Penalty: 3767.062744
	Iteration 2F: 3 clusters Score -273700.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -273765.343750 Penalty: 3767.062744
	Iteration 3Q: 3 clusters Score -273765.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273813.656250 Penalty: 3767.062744
	Iteration 4Q: 3 clusters Score -273813.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273838.687500 Penalty: 3767.062744
	Iteration 5Q: 3 clusters Score -273838.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -273854.687500 Penalty: 3767.062744
	Iteration 6Q: 3 clusters Score -273854.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -273867.875000 Penalty: 3767.062744
	Iteration 7Q: 3 clusters Score -273867.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -273880.281250 Penalty: 3767.062744
	Iteration 8Q: 3 clusters Score -273880.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273892.093750 Penalty: 3767.062744
	Iteration 9Q: 3 clusters Score -273892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -273901.218750 Penalty: 3767.062744
	Iteration 10Q: 3 clusters Score -273901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -273908.531250 Penalty: 3767.062744
	Iteration 11Q: 3 clusters Score -273908.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273912.156250 Penalty: 3767.062744
	Iteration 12Q: 3 clusters Score -273912.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -273913.812500 Penalty: 3767.062744
	Iteration 13Q: 3 clusters Score -273913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -273914.562500 Penalty: 3767.062744
	Iteration 14Q: 3 clusters Score -273914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -273916.687500 Penalty: 3767.062744
	Iteration 15Q: 3 clusters Score -273916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -273917.468750 Penalty: 3767.062744
	Iteration 16Q: 3 clusters Score -273917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273918.187500 Penalty: 3767.062744
	Iteration 17Q: 3 clusters Score -273918.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273918.187500 Penalty: 3767.062744
	Iteration 18F: 3 clusters Score -273918.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Entering Unmasked Estep 
Score: -3030596.500000 Penalty: 2472.751709
	Iteration 0F: 2 clusters Score -3030596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3015788.500000 Penalty: 4945.503418
	Iteration 0F: 3 clusters Score -3015788 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -3020624.500000 Penalty: 4945.503418
	Iteration 1F: 3 clusters Score -3020624 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3020925.000000 Penalty: 4945.503418
	Iteration 2Q: 3 clusters Score -3020925 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3021195.000000 Penalty: 4945.503418
	Iteration 3Q: 3 clusters Score -3021195 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -3021412.750000 Penalty: 4945.503418
	Iteration 4Q: 3 clusters Score -3021413 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -3021616.000000 Penalty: 4945.503418
	Iteration 5Q: 3 clusters Score -3021616 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3021784.750000 Penalty: 4945.503418
	Iteration 6Q: 3 clusters Score -3021785 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3021957.750000 Penalty: 4945.503418
	Iteration 7Q: 3 clusters Score -3021958 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -3022107.750000 Penalty: 4945.503418
	Iteration 8Q: 3 clusters Score -3022108 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -3022287.000000 Penalty: 4945.503418
	Iteration 9Q: 3 clusters Score -3022287 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3022470.750000 Penalty: 4945.503418
	Iteration 10Q: 3 clusters Score -3022471 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3022706.500000 Penalty: 4945.503418
	Iteration 11Q: 3 clusters Score -3022706 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3023008.500000 Penalty: 4945.503418
	Iteration 12Q: 3 clusters Score -3023008 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3023362.000000 Penalty: 4945.503418
	Iteration 13Q: 3 clusters Score -3023362 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3023778.000000 Penalty: 4945.503418
	Iteration 14Q: 3 clusters Score -3023778 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3024264.000000 Penalty: 4945.503418
	Iteration 15Q: 3 clusters Score -3024264 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -3024795.750000 Penalty: 4945.503418
	Iteration 16Q: 3 clusters Score -3024796 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3025401.250000 Penalty: 4945.503418
	Iteration 17Q: 3 clusters Score -3025401 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3025970.250000 Penalty: 4945.503418
	Iteration 18Q: 3 clusters Score -3025970 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3026460.250000 Penalty: 4945.503418
	Iteration 19Q: 3 clusters Score -3026460 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3026830.000000 Penalty: 4945.503418
	Iteration 20F: 3 clusters Score -3026830 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3027136.000000 Penalty: 4945.503418
	Iteration 21Q: 3 clusters Score -3027136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3027351.000000 Penalty: 4945.503418
	Iteration 22Q: 3 clusters Score -3027351 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3027558.000000 Penalty: 4945.503418
	Iteration 23Q: 3 clusters Score -3027558 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3027714.250000 Penalty: 4945.503418
	Iteration 24Q: 3 clusters Score -3027714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3027817.000000 Penalty: 4945.503418
	Iteration 25Q: 3 clusters Score -3027817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3027910.000000 Penalty: 4945.503418
	Iteration 26Q: 3 clusters Score -3027910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3028003.750000 Penalty: 4945.503418
	Iteration 27Q: 3 clusters Score -3028004 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3028067.750000 Penalty: 4945.503418
	Iteration 28Q: 3 clusters Score -3028068 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3028120.250000 Penalty: 4945.503418
	Iteration 29Q: 3 clusters Score -3028120 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3028177.000000 Penalty: 4945.503418
	Iteration 30Q: 3 clusters Score -3028177 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3028204.000000 Penalty: 4945.503418
	Iteration 31Q: 3 clusters Score -3028204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3028228.750000 Penalty: 4945.503418
	Iteration 32Q: 3 clusters Score -3028229 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3028249.750000 Penalty: 4945.503418
	Iteration 33Q: 3 clusters Score -3028250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3028272.250000 Penalty: 4945.503418
	Iteration 34Q: 3 clusters Score -3028272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3028291.000000 Penalty: 4945.503418
	Iteration 35Q: 3 clusters Score -3028291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3028305.500000 Penalty: 4945.503418
	Iteration 36Q: 3 clusters Score -3028306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3028313.750000 Penalty: 4945.503418
	Iteration 37Q: 3 clusters Score -3028314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3028329.250000 Penalty: 4945.503418
	Iteration 38Q: 3 clusters Score -3028329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3028343.500000 Penalty: 4945.503418
	Iteration 39Q: 3 clusters Score -3028344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3028350.000000 Penalty: 4945.503418
	Iteration 40F: 3 clusters Score -3028350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3028357.500000 Penalty: 4945.503418
	Iteration 41Q: 3 clusters Score -3028358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3028358.750000 Penalty: 4945.503418
	Iteration 42Q: 3 clusters Score -3028359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3028368.000000 Penalty: 4945.503418
	Iteration 43Q: 3 clusters Score -3028368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3028386.750000 Penalty: 4945.503418
	Iteration 44Q: 3 clusters Score -3028387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3028388.250000 Penalty: 4945.503418
	Iteration 45Q: 3 clusters Score -3028388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3028395.750000 Penalty: 4945.503418
	Iteration 46Q: 3 clusters Score -3028396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3028400.000000 Penalty: 4945.503418
	Iteration 47Q: 3 clusters Score -3028400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3028402.750000 Penalty: 4945.503418
	Iteration 48Q: 3 clusters Score -3028403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3028404.000000 Penalty: 4945.503418
	Iteration 49Q: 3 clusters Score -3028404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3028400.500000 Penalty: 4945.503418
	Iteration 50Q: 3 clusters Score -3028400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3028404.500000 Penalty: 4945.503418
	Iteration 51Q: 3 clusters Score -3028404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3028404.250000 Penalty: 4945.503418
	Iteration 52Q: 3 clusters Score -3028404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3028408.500000 Penalty: 4945.503418
	Iteration 53Q: 3 clusters Score -3028408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3028409.500000 Penalty: 4945.503418
	Iteration 54Q: 3 clusters Score -3028410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3028411.000000 Penalty: 4945.503418
	Iteration 55Q: 3 clusters Score -3028411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3028411.750000 Penalty: 4945.503418
	Iteration 56Q: 3 clusters Score -3028412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3028411.000000 Penalty: 4945.503418
	Iteration 57Q: 3 clusters Score -3028411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3028411.500000 Penalty: 4945.503418
	Iteration 58Q: 3 clusters Score -3028412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3028411.000000 Penalty: 4945.503418
	Iteration 59Q: 3 clusters Score -3028411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3028417.000000 Penalty: 4945.503418
	Iteration 60F: 3 clusters Score -3028417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3028417.500000 Penalty: 4945.503418
	Iteration 61Q: 3 clusters Score -3028418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3028418.750000 Penalty: 4945.503418
	Iteration 62Q: 3 clusters Score -3028419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3028419.500000 Penalty: 4945.503418
	Iteration 63Q: 3 clusters Score -3028420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3028419.250000 Penalty: 4945.503418
	Iteration 64Q: 3 clusters Score -3028419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3028423.000000 Penalty: 4945.503418
	Iteration 65Q: 3 clusters Score -3028423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3028426.750000 Penalty: 4945.503418
	Iteration 66Q: 3 clusters Score -3028427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3028429.500000 Penalty: 4945.503418
	Iteration 67Q: 3 clusters Score -3028430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3028430.000000 Penalty: 4945.503418
	Iteration 68Q: 3 clusters Score -3028430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3028435.000000 Penalty: 4945.503418
	Iteration 69Q: 3 clusters Score -3028435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3028442.000000 Penalty: 4945.503418
	Iteration 70Q: 3 clusters Score -3028442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3028440.250000 Penalty: 4945.503418
	Iteration 71Q: 3 clusters Score -3028440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3028444.000000 Penalty: 4945.503418
	Iteration 72Q: 3 clusters Score -3028444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3028451.750000 Penalty: 4945.503418
	Iteration 73Q: 3 clusters Score -3028452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3028456.000000 Penalty: 4945.503418
	Iteration 74Q: 3 clusters Score -3028456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3028453.750000 Penalty: 4945.503418
	Iteration 75Q: 3 clusters Score -3028454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3028454.250000 Penalty: 4945.503418
	Iteration 76Q: 3 clusters Score -3028454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3028454.250000 Penalty: 4945.503418
	Iteration 77F: 3 clusters Score -3028454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Entering Unmasked Estep 
Score: -4180385.750000 Penalty: 2562.114014
	Iteration 0F: 2 clusters Score -4180386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4159412.750000 Penalty: 5124.228027
	Iteration 0F: 3 clusters Score -4159413 nChanged 13739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4166848.750000 Penalty: 5124.228027
	Iteration 1F: 3 clusters Score -4166849 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -4167439.750000 Penalty: 5124.228027
	Iteration 2F: 3 clusters Score -4167440 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4168088.000000 Penalty: 5124.228027
	Iteration 3Q: 3 clusters Score -4168088 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4168967.750000 Penalty: 5124.228027
	Iteration 4F: 3 clusters Score -4168968 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4170357.000000 Penalty: 5124.228027
	Iteration 5F: 3 clusters Score -4170357 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4172505.750000 Penalty: 5124.228027
	Iteration 6F: 3 clusters Score -4172506 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -4175480.000000 Penalty: 5124.228027
	Iteration 7F: 3 clusters Score -4175480 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4178031.500000 Penalty: 5124.228027
	Iteration 8F: 3 clusters Score -4178032 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -4179408.500000 Penalty: 5124.228027
	Iteration 9Q: 3 clusters Score -4179408 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -4180114.250000 Penalty: 5124.228027
	Iteration 10Q: 3 clusters Score -4180114 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -4180412.250000 Penalty: 5124.228027
	Iteration 11Q: 3 clusters Score -4180412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4180495.500000 Penalty: 5124.228027
	Iteration 12Q: 3 clusters Score -4180496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -4180511.000000 Penalty: 5124.228027
	Iteration 13Q: 3 clusters Score -4180511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -4180519.000000 Penalty: 5124.228027
	Iteration 14Q: 3 clusters Score -4180519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4180520.500000 Penalty: 5124.228027
	Iteration 15Q: 3 clusters Score -4180520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -4180523.250000 Penalty: 5124.228027
	Iteration 16Q: 3 clusters Score -4180523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -4180525.250000 Penalty: 5124.228027
	Iteration 17Q: 3 clusters Score -4180525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4180530.750000 Penalty: 5124.228027
	Iteration 18Q: 3 clusters Score -4180531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4180530.750000 Penalty: 5124.228027
	Iteration 19F: 3 clusters Score -4180531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155318 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 29321 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 1351 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 31117 members 
Entering Unmasked Estep 
Score: -84929320.000000 Penalty: 59508.957031
Splitting cluster 14 changes total score from -84929472.000000 to -84929320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -294342.312500 Penalty: 1904.683594
	Iteration 0F: 2 clusters Score -294342.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -291625.406250 Penalty: 3809.367188
	Iteration 0F: 3 clusters Score -291625.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -292276.093750 Penalty: 3809.367188
	Iteration 1F: 3 clusters Score -292276.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -292718.500000 Penalty: 3809.367188
	Iteration 2F: 3 clusters Score -292718.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -293089.250000 Penalty: 3809.367188
	Iteration 3F: 3 clusters Score -293089.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -293556.500000 Penalty: 3809.367188
	Iteration 4F: 3 clusters Score -293556.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -294142.968750 Penalty: 3809.367188
	Iteration 5F: 3 clusters Score -294143 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -294975.343750 Penalty: 3809.367188
	Iteration 6F: 3 clusters Score -294975.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -295587.843750 Penalty: 3809.367188
	Iteration 7F: 3 clusters Score -295587.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -295764.062500 Penalty: 3809.367188
	Iteration 8Q: 3 clusters Score -295764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -295807.187500 Penalty: 3809.367188
	Iteration 9Q: 3 clusters Score -295807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -295816.250000 Penalty: 3809.367188
	Iteration 10Q: 3 clusters Score -295816.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -295818.968750 Penalty: 3809.367188
	Iteration 11Q: 3 clusters Score -295819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -295820.593750 Penalty: 3809.367188
	Iteration 12Q: 3 clusters Score -295820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -295821.125000 Penalty: 3809.367188
	Iteration 13Q: 3 clusters Score -295821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -295821.125000 Penalty: 3809.367188
	Iteration 14F: 3 clusters Score -295821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155318 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 30672 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 31117 members 
Entering Unmasked Estep 
Score: -84929968.000000 Penalty: 59508.957031
Splitting cluster 15 changes total score from -84929472.000000 to -84929968.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 17 (143871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143871 members 
Entering Unmasked Estep 
Score: -20147638.000000 Penalty: 2945.414795
	Iteration 0F: 2 clusters Score -2.014764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72083 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -20056532.000000 Penalty: 5890.829590
	Iteration 0F: 3 clusters Score -2.005653e+07 nChanged 68684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 71064 members 
Entering Unmasked Estep 
Score: -20096724.000000 Penalty: 5890.829590
	Iteration 1F: 3 clusters Score -2.009672e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -20098024.000000 Penalty: 5890.829590
	Iteration 2Q: 3 clusters Score -2.009802e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 69102 members 
Entering Unmasked Estep 
Score: -20100280.000000 Penalty: 5890.829590
	Iteration 3Q: 3 clusters Score -2.010028e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -20103386.000000 Penalty: 5890.829590
	Iteration 4Q: 3 clusters Score -2.010339e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79407 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -20107570.000000 Penalty: 5890.829590
	Iteration 5F: 3 clusters Score -2.010757e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -20113478.000000 Penalty: 5890.829590
	Iteration 6F: 3 clusters Score -2.011348e+07 nChanged 9799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87265 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -20120808.000000 Penalty: 5890.829590
	Iteration 7F: 3 clusters Score -2.012081e+07 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91035 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -20127660.000000 Penalty: 5890.829590
	Iteration 8F: 3 clusters Score -2.012766e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93788 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -20132634.000000 Penalty: 5890.829590
	Iteration 9F: 3 clusters Score -2.013263e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -20135202.000000 Penalty: 5890.829590
	Iteration 10Q: 3 clusters Score -2.01352e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97554 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -20136256.000000 Penalty: 5890.829590
	Iteration 11Q: 3 clusters Score -2.013626e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -20137002.000000 Penalty: 5890.829590
	Iteration 12Q: 3 clusters Score -2.0137e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100449 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -20137618.000000 Penalty: 5890.829590
	Iteration 13Q: 3 clusters Score -2.013762e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101781 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -20138136.000000 Penalty: 5890.829590
	Iteration 14Q: 3 clusters Score -2.013814e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -20138566.000000 Penalty: 5890.829590
	Iteration 15Q: 3 clusters Score -2.013857e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -20139100.000000 Penalty: 5890.829590
	Iteration 16Q: 3 clusters Score -2.01391e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105739 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -20139498.000000 Penalty: 5890.829590
	Iteration 17Q: 3 clusters Score -2.01395e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107015 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -20139994.000000 Penalty: 5890.829590
	Iteration 18Q: 3 clusters Score -2.013999e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108207 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -20140420.000000 Penalty: 5890.829590
	Iteration 19Q: 3 clusters Score -2.014042e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109334 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -20140650.000000 Penalty: 5890.829590
	Iteration 20F: 3 clusters Score -2.014065e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110437 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -20141026.000000 Penalty: 5890.829590
	Iteration 21Q: 3 clusters Score -2.014103e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111516 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -20141372.000000 Penalty: 5890.829590
	Iteration 22Q: 3 clusters Score -2.014137e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112508 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -20141570.000000 Penalty: 5890.829590
	Iteration 23Q: 3 clusters Score -2.014157e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113440 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -20141840.000000 Penalty: 5890.829590
	Iteration 24Q: 3 clusters Score -2.014184e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -20141992.000000 Penalty: 5890.829590
	Iteration 25Q: 3 clusters Score -2.014199e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115232 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -20142162.000000 Penalty: 5890.829590
	Iteration 26Q: 3 clusters Score -2.014216e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116090 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -20142280.000000 Penalty: 5890.829590
	Iteration 27Q: 3 clusters Score -2.014228e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -20142354.000000 Penalty: 5890.829590
	Iteration 28Q: 3 clusters Score -2.014235e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117757 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -20142424.000000 Penalty: 5890.829590
	Iteration 29Q: 3 clusters Score -2.014242e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118520 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -20142522.000000 Penalty: 5890.829590
	Iteration 30Q: 3 clusters Score -2.014252e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119194 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -20142538.000000 Penalty: 5890.829590
	Iteration 31Q: 3 clusters Score -2.014254e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119788 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -20142594.000000 Penalty: 5890.829590
	Iteration 32Q: 3 clusters Score -2.014259e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120390 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -20142676.000000 Penalty: 5890.829590
	Iteration 33Q: 3 clusters Score -2.014268e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121024 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -20142714.000000 Penalty: 5890.829590
	Iteration 34Q: 3 clusters Score -2.014271e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121631 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -20142812.000000 Penalty: 5890.829590
	Iteration 35Q: 3 clusters Score -2.014281e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122183 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -20142890.000000 Penalty: 5890.829590
	Iteration 36Q: 3 clusters Score -2.014289e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122716 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -20142930.000000 Penalty: 5890.829590
	Iteration 37Q: 3 clusters Score -2.014293e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123220 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -20142926.000000 Penalty: 5890.829590
	Iteration 38Q: 3 clusters Score -2.014293e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -20142974.000000 Penalty: 5890.829590
	Iteration 39Q: 3 clusters Score -2.014297e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124160 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -20143034.000000 Penalty: 5890.829590
	Iteration 40F: 3 clusters Score -2.014303e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124592 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -20143060.000000 Penalty: 5890.829590
	Iteration 41Q: 3 clusters Score -2.014306e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125016 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -20143212.000000 Penalty: 5890.829590
	Iteration 42Q: 3 clusters Score -2.014321e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -20143214.000000 Penalty: 5890.829590
	Iteration 43Q: 3 clusters Score -2.014321e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125795 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -20143286.000000 Penalty: 5890.829590
	Iteration 44Q: 3 clusters Score -2.014329e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126126 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -20143334.000000 Penalty: 5890.829590
	Iteration 45Q: 3 clusters Score -2.014333e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126483 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -20143334.000000 Penalty: 5890.829590
	Iteration 46Q: 3 clusters Score -2.014333e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126845 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -20143430.000000 Penalty: 5890.829590
	Iteration 47Q: 3 clusters Score -2.014343e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127236 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -20143454.000000 Penalty: 5890.829590
	Iteration 48Q: 3 clusters Score -2.014345e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -20143398.000000 Penalty: 5890.829590
	Iteration 49Q: 3 clusters Score -2.01434e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -20143514.000000 Penalty: 5890.829590
	Iteration 50Q: 3 clusters Score -2.014351e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128457 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -20143656.000000 Penalty: 5890.829590
	Iteration 51Q: 3 clusters Score -2.014366e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128883 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -20143756.000000 Penalty: 5890.829590
	Iteration 52Q: 3 clusters Score -2.014376e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -20143816.000000 Penalty: 5890.829590
	Iteration 53Q: 3 clusters Score -2.014382e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129752 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -20143878.000000 Penalty: 5890.829590
	Iteration 54Q: 3 clusters Score -2.014388e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130188 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -20143990.000000 Penalty: 5890.829590
	Iteration 55Q: 3 clusters Score -2.014399e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130598 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -20144098.000000 Penalty: 5890.829590
	Iteration 56Q: 3 clusters Score -2.01441e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131020 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -20144228.000000 Penalty: 5890.829590
	Iteration 57Q: 3 clusters Score -2.014423e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131475 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -20144346.000000 Penalty: 5890.829590
	Iteration 58Q: 3 clusters Score -2.014435e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -20144500.000000 Penalty: 5890.829590
	Iteration 59Q: 3 clusters Score -2.01445e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132352 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -20144638.000000 Penalty: 5890.829590
	Iteration 60F: 3 clusters Score -2.014464e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132805 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -20144842.000000 Penalty: 5890.829590
	Iteration 61Q: 3 clusters Score -2.014484e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133236 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -20145002.000000 Penalty: 5890.829590
	Iteration 62Q: 3 clusters Score -2.0145e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -20145186.000000 Penalty: 5890.829590
	Iteration 63Q: 3 clusters Score -2.014519e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134067 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -20145424.000000 Penalty: 5890.829590
	Iteration 64Q: 3 clusters Score -2.014542e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134475 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -20145650.000000 Penalty: 5890.829590
	Iteration 65Q: 3 clusters Score -2.014565e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134866 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -20145950.000000 Penalty: 5890.829590
	Iteration 66Q: 3 clusters Score -2.014595e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135230 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -20146246.000000 Penalty: 5890.829590
	Iteration 67Q: 3 clusters Score -2.014625e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135569 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -20146412.000000 Penalty: 5890.829590
	Iteration 68Q: 3 clusters Score -2.014641e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135853 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -20146626.000000 Penalty: 5890.829590
	Iteration 69Q: 3 clusters Score -2.014663e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136079 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -20146714.000000 Penalty: 5890.829590
	Iteration 70Q: 3 clusters Score -2.014671e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136285 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -20146792.000000 Penalty: 5890.829590
	Iteration 71Q: 3 clusters Score -2.014679e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136440 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -20146848.000000 Penalty: 5890.829590
	Iteration 72Q: 3 clusters Score -2.014685e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136568 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -20146860.000000 Penalty: 5890.829590
	Iteration 73Q: 3 clusters Score -2.014686e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136671 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -20146914.000000 Penalty: 5890.829590
	Iteration 74Q: 3 clusters Score -2.014691e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136750 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -20146960.000000 Penalty: 5890.829590
	Iteration 75Q: 3 clusters Score -2.014696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136825 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -20146996.000000 Penalty: 5890.829590
	Iteration 76Q: 3 clusters Score -2.0147e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136874 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -20147018.000000 Penalty: 5890.829590
	Iteration 77Q: 3 clusters Score -2.014702e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -20147038.000000 Penalty: 5890.829590
	Iteration 78Q: 3 clusters Score -2.014704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136940 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -20147020.000000 Penalty: 5890.829590
	Iteration 79Q: 3 clusters Score -2.014702e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136961 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -20147036.000000 Penalty: 5890.829590
	Iteration 80F: 3 clusters Score -2.014704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136985 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -20147058.000000 Penalty: 5890.829590
	Iteration 81Q: 3 clusters Score -2.014706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137004 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -20147040.000000 Penalty: 5890.829590
	Iteration 82Q: 3 clusters Score -2.014704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137028 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -20147048.000000 Penalty: 5890.829590
	Iteration 83Q: 3 clusters Score -2.014705e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137053 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -20147058.000000 Penalty: 5890.829590
	Iteration 84Q: 3 clusters Score -2.014706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137070 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -20147068.000000 Penalty: 5890.829590
	Iteration 85Q: 3 clusters Score -2.014707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137085 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -20147044.000000 Penalty: 5890.829590
	Iteration 86Q: 3 clusters Score -2.014704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137090 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -20147032.000000 Penalty: 5890.829590
	Iteration 87Q: 3 clusters Score -2.014703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -20147038.000000 Penalty: 5890.829590
	Iteration 88Q: 3 clusters Score -2.014704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137099 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -20147042.000000 Penalty: 5890.829590
	Iteration 89Q: 3 clusters Score -2.014704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20147046.000000 Penalty: 5890.829590
	Iteration 90Q: 3 clusters Score -2.014705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20147048.000000 Penalty: 5890.829590
	Iteration 91Q: 3 clusters Score -2.014705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -20147048.000000 Penalty: 5890.829590
	Iteration 92F: 3 clusters Score -2.014705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Entering Unmasked Estep 
Score: -3315743.750000 Penalty: 2495.139648
	Iteration 0F: 2 clusters Score -3315744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3299599.250000 Penalty: 4990.279297
	Iteration 0F: 3 clusters Score -3299599 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3305167.000000 Penalty: 4990.279297
	Iteration 1F: 3 clusters Score -3305167 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3305695.500000 Penalty: 4990.279297
	Iteration 2F: 3 clusters Score -3305696 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3306239.500000 Penalty: 4990.279297
	Iteration 3Q: 3 clusters Score -3306240 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3306754.000000 Penalty: 4990.279297
	Iteration 4Q: 3 clusters Score -3306754 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3307272.750000 Penalty: 4990.279297
	Iteration 5Q: 3 clusters Score -3307273 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3307796.500000 Penalty: 4990.279297
	Iteration 6Q: 3 clusters Score -3307796 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3308457.750000 Penalty: 4990.279297
	Iteration 7Q: 3 clusters Score -3308458 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3309199.000000 Penalty: 4990.279297
	Iteration 8Q: 3 clusters Score -3309199 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3310055.750000 Penalty: 4990.279297
	Iteration 9F: 3 clusters Score -3310056 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3310926.250000 Penalty: 4990.279297
	Iteration 10F: 3 clusters Score -3310926 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3311773.000000 Penalty: 4990.279297
	Iteration 11Q: 3 clusters Score -3311773 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3312427.500000 Penalty: 4990.279297
	Iteration 12Q: 3 clusters Score -3312428 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3312865.000000 Penalty: 4990.279297
	Iteration 13Q: 3 clusters Score -3312865 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3313169.000000 Penalty: 4990.279297
	Iteration 14Q: 3 clusters Score -3313169 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3313337.000000 Penalty: 4990.279297
	Iteration 15Q: 3 clusters Score -3313337 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3313423.500000 Penalty: 4990.279297
	Iteration 16Q: 3 clusters Score -3313424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3313483.250000 Penalty: 4990.279297
	Iteration 17Q: 3 clusters Score -3313483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3313528.500000 Penalty: 4990.279297
	Iteration 18Q: 3 clusters Score -3313528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3313554.750000 Penalty: 4990.279297
	Iteration 19Q: 3 clusters Score -3313555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3313586.750000 Penalty: 4990.279297
	Iteration 20F: 3 clusters Score -3313587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3313608.250000 Penalty: 4990.279297
	Iteration 21Q: 3 clusters Score -3313608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3313615.750000 Penalty: 4990.279297
	Iteration 22Q: 3 clusters Score -3313616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3313621.000000 Penalty: 4990.279297
	Iteration 23Q: 3 clusters Score -3313621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3313625.000000 Penalty: 4990.279297
	Iteration 24Q: 3 clusters Score -3313625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3313634.000000 Penalty: 4990.279297
	Iteration 25Q: 3 clusters Score -3313634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3313639.500000 Penalty: 4990.279297
	Iteration 26Q: 3 clusters Score -3313640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3313638.250000 Penalty: 4990.279297
	Iteration 27Q: 3 clusters Score -3313638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3313640.250000 Penalty: 4990.279297
	Iteration 28Q: 3 clusters Score -3313640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3313642.750000 Penalty: 4990.279297
	Iteration 29Q: 3 clusters Score -3313643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3313641.000000 Penalty: 4990.279297
	Iteration 30Q: 3 clusters Score -3313641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3313641.000000 Penalty: 4990.279297
	Iteration 31F: 3 clusters Score -3313641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Entering Unmasked Estep 
Score: -4413872.000000 Penalty: 2565.686279
	Iteration 0F: 2 clusters Score -4413872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -4392586.000000 Penalty: 5131.372559
	Iteration 0F: 3 clusters Score -4392586 nChanged 13988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4400283.000000 Penalty: 5131.372559
	Iteration 1F: 3 clusters Score -4400283 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -4400605.500000 Penalty: 5131.372559
	Iteration 2Q: 3 clusters Score -4400606 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4400847.500000 Penalty: 5131.372559
	Iteration 3Q: 3 clusters Score -4400848 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4401054.500000 Penalty: 5131.372559
	Iteration 4Q: 3 clusters Score -4401054 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -4401212.500000 Penalty: 5131.372559
	Iteration 5Q: 3 clusters Score -4401212 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -4401403.000000 Penalty: 5131.372559
	Iteration 6Q: 3 clusters Score -4401403 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -4401608.500000 Penalty: 5131.372559
	Iteration 7Q: 3 clusters Score -4401608 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -4401852.500000 Penalty: 5131.372559
	Iteration 8Q: 3 clusters Score -4401852 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4402154.500000 Penalty: 5131.372559
	Iteration 9Q: 3 clusters Score -4402154 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -4402603.000000 Penalty: 5131.372559
	Iteration 10Q: 3 clusters Score -4402603 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4403181.000000 Penalty: 5131.372559
	Iteration 11Q: 3 clusters Score -4403181 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -4403885.500000 Penalty: 5131.372559
	Iteration 12Q: 3 clusters Score -4403886 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4404759.000000 Penalty: 5131.372559
	Iteration 13Q: 3 clusters Score -4404759 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4405889.500000 Penalty: 5131.372559
	Iteration 14F: 3 clusters Score -4405890 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -4407092.000000 Penalty: 5131.372559
	Iteration 15F: 3 clusters Score -4407092 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4408201.500000 Penalty: 5131.372559
	Iteration 16Q: 3 clusters Score -4408202 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -4409078.000000 Penalty: 5131.372559
	Iteration 17Q: 3 clusters Score -4409078 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4409702.500000 Penalty: 5131.372559
	Iteration 18Q: 3 clusters Score -4409702 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4410141.500000 Penalty: 5131.372559
	Iteration 19Q: 3 clusters Score -4410142 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4410453.000000 Penalty: 5131.372559
	Iteration 20F: 3 clusters Score -4410453 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4410667.000000 Penalty: 5131.372559
	Iteration 21Q: 3 clusters Score -4410667 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4410823.500000 Penalty: 5131.372559
	Iteration 22Q: 3 clusters Score -4410824 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4410973.000000 Penalty: 5131.372559
	Iteration 23Q: 3 clusters Score -4410973 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4411100.000000 Penalty: 5131.372559
	Iteration 24Q: 3 clusters Score -4411100 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4411195.000000 Penalty: 5131.372559
	Iteration 25Q: 3 clusters Score -4411195 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4411275.500000 Penalty: 5131.372559
	Iteration 26Q: 3 clusters Score -4411276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4411329.500000 Penalty: 5131.372559
	Iteration 27Q: 3 clusters Score -4411330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4411371.000000 Penalty: 5131.372559
	Iteration 28Q: 3 clusters Score -4411371 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4411419.000000 Penalty: 5131.372559
	Iteration 29Q: 3 clusters Score -4411419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4411458.500000 Penalty: 5131.372559
	Iteration 30Q: 3 clusters Score -4411458 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4411482.000000 Penalty: 5131.372559
	Iteration 31Q: 3 clusters Score -4411482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4411501.000000 Penalty: 5131.372559
	Iteration 32Q: 3 clusters Score -4411501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4411524.500000 Penalty: 5131.372559
	Iteration 33Q: 3 clusters Score -4411524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4411539.500000 Penalty: 5131.372559
	Iteration 34Q: 3 clusters Score -4411540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4411552.500000 Penalty: 5131.372559
	Iteration 35Q: 3 clusters Score -4411552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4411567.000000 Penalty: 5131.372559
	Iteration 36Q: 3 clusters Score -4411567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4411580.000000 Penalty: 5131.372559
	Iteration 37Q: 3 clusters Score -4411580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4411590.500000 Penalty: 5131.372559
	Iteration 38Q: 3 clusters Score -4411590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4411597.000000 Penalty: 5131.372559
	Iteration 39Q: 3 clusters Score -4411597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4411603.000000 Penalty: 5131.372559
	Iteration 40F: 3 clusters Score -4411603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4411600.500000 Penalty: 5131.372559
	Iteration 41Q: 3 clusters Score -4411600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4411603.500000 Penalty: 5131.372559
	Iteration 42Q: 3 clusters Score -4411604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4411615.000000 Penalty: 5131.372559
	Iteration 43Q: 3 clusters Score -4411615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4411628.500000 Penalty: 5131.372559
	Iteration 44Q: 3 clusters Score -4411628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4411638.000000 Penalty: 5131.372559
	Iteration 45Q: 3 clusters Score -4411638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4411642.000000 Penalty: 5131.372559
	Iteration 46Q: 3 clusters Score -4411642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4411644.500000 Penalty: 5131.372559
	Iteration 47Q: 3 clusters Score -4411644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4411640.000000 Penalty: 5131.372559
	Iteration 48Q: 3 clusters Score -4411640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4411639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4411644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4411648.000000 Penalty: 5131.372559
	Iteration 51Q: 3 clusters Score -4411648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4411648.000000 Penalty: 5131.372559
	Iteration 52F: 3 clusters Score -4411648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155318 members 
Mstep: Class 6 contains 145980 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26098 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 21392 members 
Mstep: Class 14 contains 30672 members 
Mstep: Class 15 contains 1679 members 
Mstep: Class 17 contains 143871 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 31117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 19 clusters Score -8.493012e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155345 members 
Mstep: Class 5 contains 483 members 
Mstep: Class 6 contains 145889 members 
Mstep: Class 7 contains 29545 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26100 members 
Mstep: Class 11 contains 1559 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 21397 members 
Mstep: Class 14 contains 30708 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 17 contains 143893 members 
Mstep: Class 19 contains 23401 members 
Mstep: Class 20 contains 31124 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 19 clusters Score -8.493041e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155410 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 145772 members 
Mstep: Class 7 contains 29532 members 
Mstep: Class 8 contains 488 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26091 members 
Mstep: Class 11 contains 1539 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 21398 members 
Mstep: Class 14 contains 30751 members 
Mstep: Class 15 contains 1722 members 
Mstep: Class 17 contains 143925 members 
Mstep: Class 19 contains 23396 members 
Mstep: Class 20 contains 31127 members 
Entering Unmasked Estep 
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Iteration 121Q: 19 clusters Score -8.493058e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155424 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 145652 members 
Mstep: Class 7 contains 29525 members 
Mstep: Class 8 contains 497 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26089 members 
Mstep: Class 11 contains 1529 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 21401 members 
Mstep: Class 14 contains 30794 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 17 contains 143980 members 
Mstep: Class 19 contains 23396 members 
Mstep: Class 20 contains 31133 members 
Entering Unmasked Estep 
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Iteration 122Q: 19 clusters Score -8.493082e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155465 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 145504 members 
Mstep: Class 7 contains 29515 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26094 members 
Mstep: Class 11 contains 1525 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21394 members 
Mstep: Class 14 contains 30831 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 17 contains 144050 members 
Mstep: Class 19 contains 23392 members 
Mstep: Class 20 contains 31137 members 
Entering Unmasked Estep 
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Iteration 123Q: 19 clusters Score -8.493076e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155509 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 145409 members 
Mstep: Class 7 contains 29502 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26092 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21381 members 
Mstep: Class 14 contains 30868 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 17 contains 144110 members 
Mstep: Class 19 contains 23381 members 
Mstep: Class 20 contains 31132 members 
Entering Unmasked Estep 
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Iteration 124Q: 19 clusters Score -8.493088e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155530 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145280 members 
Mstep: Class 7 contains 29496 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26095 members 
Mstep: Class 11 contains 1512 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21378 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144180 members 
Mstep: Class 19 contains 23382 members 
Mstep: Class 20 contains 31141 members 
Entering Unmasked Estep 
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Iteration 125Q: 19 clusters Score -8.493108e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155565 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145183 members 
Mstep: Class 7 contains 29481 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26103 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 21370 members 
Mstep: Class 14 contains 30939 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144212 members 
Mstep: Class 19 contains 23388 members 
Mstep: Class 20 contains 31147 members 
Entering Unmasked Estep 
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Iteration 126Q: 19 clusters Score -8.493094e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155615 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145101 members 
Mstep: Class 7 contains 29472 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26099 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 21363 members 
Mstep: Class 14 contains 30972 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144225 members 
Mstep: Class 19 contains 23383 members 
Mstep: Class 20 contains 31161 members 
Entering Unmasked Estep 
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Iteration 127Q: 19 clusters Score -8.493094e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155606 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145045 members 
Mstep: Class 7 contains 29476 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26095 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 21359 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144242 members 
Mstep: Class 19 contains 23395 members 
Mstep: Class 20 contains 31172 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 19 clusters Score -8.493103e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155625 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144995 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26094 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21350 members 
Mstep: Class 14 contains 31024 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144234 members 
Mstep: Class 19 contains 23397 members 
Mstep: Class 20 contains 31181 members 
Entering Unmasked Estep 
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Iteration 129Q: 19 clusters Score -8.493121e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155656 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144963 members 
Mstep: Class 7 contains 29493 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26090 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21339 members 
Mstep: Class 14 contains 31051 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144209 members 
Mstep: Class 19 contains 23400 members 
Mstep: Class 20 contains 31184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 19 clusters Score -8.493126e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155649 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144922 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26089 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21336 members 
Mstep: Class 14 contains 31075 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144237 members 
Mstep: Class 19 contains 23403 members 
Mstep: Class 20 contains 31189 members 
Entering Unmasked Estep 
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Iteration 131Q: 19 clusters Score -8.493116e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155667 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144837 members 
Mstep: Class 7 contains 29472 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26089 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21329 members 
Mstep: Class 14 contains 31091 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144298 members 
Mstep: Class 19 contains 23403 members 
Mstep: Class 20 contains 31198 members 
Entering Unmasked Estep 
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Iteration 132Q: 19 clusters Score -8.49313e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155682 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144734 members 
Mstep: Class 7 contains 29471 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26090 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21317 members 
Mstep: Class 14 contains 31117 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 144345 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 20 contains 31219 members 
Entering Unmasked Estep 
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Iteration 133Q: 19 clusters Score -8.493118e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155696 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144676 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26086 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 21313 members 
Mstep: Class 14 contains 31130 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144372 members 
Mstep: Class 19 contains 23412 members 
Mstep: Class 20 contains 31231 members 
Entering Unmasked Estep 
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Iteration 134Q: 19 clusters Score -8.493109e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155714 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144655 members 
Mstep: Class 7 contains 29457 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26084 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21315 members 
Mstep: Class 14 contains 31143 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144369 members 
Mstep: Class 19 contains 23414 members 
Mstep: Class 20 contains 31232 members 
Entering Unmasked Estep 
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Iteration 135Q: 19 clusters Score -8.493126e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155723 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144646 members 
Mstep: Class 7 contains 29455 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26089 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21313 members 
Mstep: Class 14 contains 31161 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144337 members 
Mstep: Class 19 contains 23415 members 
Mstep: Class 20 contains 31246 members 
Entering Unmasked Estep 
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Iteration 136Q: 19 clusters Score -8.493118e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155712 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144678 members 
Mstep: Class 7 contains 29453 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26091 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21311 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144300 members 
Mstep: Class 19 contains 23410 members 
Mstep: Class 20 contains 31256 members 
Entering Unmasked Estep 
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Iteration 137Q: 19 clusters Score -8.49313e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155713 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144693 members 
Mstep: Class 7 contains 29451 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26102 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21310 members 
Mstep: Class 14 contains 31191 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144251 members 
Mstep: Class 19 contains 23409 members 
Mstep: Class 20 contains 31265 members 
Entering Unmasked Estep 
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Iteration 138Q: 19 clusters Score -8.493157e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155718 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144713 members 
Mstep: Class 7 contains 29451 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26104 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 21315 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144211 members 
Mstep: Class 19 contains 23402 members 
Mstep: Class 20 contains 31264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931568.000000 Penalty: 59508.957031
Iteration 139Q: 19 clusters Score -8.493157e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155727 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144736 members 
Mstep: Class 7 contains 29444 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21316 members 
Mstep: Class 14 contains 31228 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144166 members 
Mstep: Class 19 contains 23396 members 
Mstep: Class 20 contains 31258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931584.000000 Penalty: 59508.957031
Iteration 140F: 19 clusters Score -8.493158e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 682 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155730 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144776 members 
Mstep: Class 7 contains 29427 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21318 members 
Mstep: Class 14 contains 31240 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144129 members 
Mstep: Class 19 contains 23391 members 
Mstep: Class 20 contains 31259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931752.000000 Penalty: 59508.957031
Iteration 141Q: 19 clusters Score -8.493175e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 686 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155730 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 144823 members 
Mstep: Class 7 contains 29421 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26113 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144087 members 
Mstep: Class 19 contains 23381 members 
Mstep: Class 20 contains 31256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931888.000000 Penalty: 59508.957031
Iteration 142Q: 19 clusters Score -8.493189e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155761 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144842 members 
Mstep: Class 7 contains 29415 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26111 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21328 members 
Mstep: Class 14 contains 31268 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144034 members 
Mstep: Class 19 contains 23376 members 
Mstep: Class 20 contains 31248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931976.000000 Penalty: 59508.957031
Iteration 143Q: 19 clusters Score -8.493198e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155772 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144863 members 
Mstep: Class 7 contains 29404 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26110 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21330 members 
Mstep: Class 14 contains 31282 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 144002 members 
Mstep: Class 19 contains 23372 members 
Mstep: Class 20 contains 31249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932056.000000 Penalty: 59508.957031
Iteration 144Q: 19 clusters Score -8.493206e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155799 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144878 members 
Mstep: Class 7 contains 29395 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26112 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21325 members 
Mstep: Class 14 contains 31295 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143969 members 
Mstep: Class 19 contains 23364 members 
Mstep: Class 20 contains 31246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931984.000000 Penalty: 59508.957031
Iteration 145Q: 19 clusters Score -8.493198e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155825 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144892 members 
Mstep: Class 7 contains 29384 members 
Mstep: Class 8 contains 516 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26115 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 31306 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143956 members 
Mstep: Class 19 contains 23359 members 
Mstep: Class 20 contains 31223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931936.000000 Penalty: 59508.957031
Iteration 146Q: 19 clusters Score -8.493194e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155825 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144918 members 
Mstep: Class 7 contains 29378 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26109 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21324 members 
Mstep: Class 14 contains 31327 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143927 members 
Mstep: Class 19 contains 23359 members 
Mstep: Class 20 contains 31213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932080.000000 Penalty: 59508.957031
Iteration 147Q: 19 clusters Score -8.493208e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155845 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144952 members 
Mstep: Class 7 contains 29376 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26096 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21325 members 
Mstep: Class 14 contains 31342 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143872 members 
Mstep: Class 19 contains 23358 members 
Mstep: Class 20 contains 31213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932008.000000 Penalty: 59508.957031
Iteration 148Q: 19 clusters Score -8.493201e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155870 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144968 members 
Mstep: Class 7 contains 29371 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26088 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21324 members 
Mstep: Class 14 contains 31351 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143851 members 
Mstep: Class 19 contains 23350 members 
Mstep: Class 20 contains 31206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931952.000000 Penalty: 59508.957031
Iteration 149Q: 19 clusters Score -8.493195e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155868 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 144996 members 
Mstep: Class 7 contains 29373 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26086 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21323 members 
Mstep: Class 14 contains 31356 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143829 members 
Mstep: Class 19 contains 23344 members 
Mstep: Class 20 contains 31204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932016.000000 Penalty: 59508.957031
Iteration 150Q: 19 clusters Score -8.493202e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155871 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145019 members 
Mstep: Class 7 contains 29372 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26081 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 31357 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143819 members 
Mstep: Class 19 contains 23341 members 
Mstep: Class 20 contains 31198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931912.000000 Penalty: 59508.957031
Iteration 151Q: 19 clusters Score -8.493191e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155886 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145035 members 
Mstep: Class 7 contains 29371 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26079 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 31359 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143801 members 
Mstep: Class 19 contains 23341 members 
Mstep: Class 20 contains 31186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931880.000000 Penalty: 59508.957031
Iteration 152Q: 19 clusters Score -8.493188e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155909 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145048 members 
Mstep: Class 7 contains 29367 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26076 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143768 members 
Mstep: Class 19 contains 23339 members 
Mstep: Class 20 contains 31183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931976.000000 Penalty: 59508.957031
Iteration 153Q: 19 clusters Score -8.493198e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155926 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145055 members 
Mstep: Class 7 contains 29361 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26070 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 31375 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143748 members 
Mstep: Class 19 contains 23340 members 
Mstep: Class 20 contains 31182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932008.000000 Penalty: 59508.957031
Iteration 154Q: 19 clusters Score -8.493201e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155929 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145088 members 
Mstep: Class 7 contains 29355 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26064 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 31383 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143723 members 
Mstep: Class 19 contains 23334 members 
Mstep: Class 20 contains 31181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931936.000000 Penalty: 59508.957031
Iteration 155Q: 19 clusters Score -8.493194e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155939 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145135 members 
Mstep: Class 7 contains 29345 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21321 members 
Mstep: Class 14 contains 31384 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143693 members 
Mstep: Class 19 contains 23332 members 
Mstep: Class 20 contains 31171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932048.000000 Penalty: 59508.957031
Iteration 156Q: 19 clusters Score -8.493205e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155941 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145158 members 
Mstep: Class 7 contains 29339 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26058 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21318 members 
Mstep: Class 14 contains 31384 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143683 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931880.000000 Penalty: 59508.957031
Iteration 157Q: 19 clusters Score -8.493188e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155952 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145161 members 
Mstep: Class 7 contains 29335 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26057 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21320 members 
Mstep: Class 14 contains 31383 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 143669 members 
Mstep: Class 19 contains 23332 members 
Mstep: Class 20 contains 31169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931960.000000 Penalty: 59508.957031
Iteration 158Q: 19 clusters Score -8.493196e+07 nChanged 241
Entering ConstructFrom: 
Score: -84931960.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -28578.763672 Penalty: 1373.258911
	Iteration 0F: 2 clusters Score -28578.76 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 136 members 
Entering Unmasked Estep 
Score: -27451.619141 Penalty: 2746.517822
	Iteration 0F: 3 clusters Score -27451.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27601.451172 Penalty: 2746.517822
	Iteration 1F: 3 clusters Score -27601.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27685.544922 Penalty: 2746.517822
	Iteration 2Q: 3 clusters Score -27685.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27753.537109 Penalty: 2746.517822
	Iteration 3Q: 3 clusters Score -27753.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27795.644531 Penalty: 2746.517822
	Iteration 4Q: 3 clusters Score -27795.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27829.369141 Penalty: 2746.517822
	Iteration 5Q: 3 clusters Score -27829.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27859.675781 Penalty: 2746.517822
	Iteration 6Q: 3 clusters Score -27859.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27882.656250 Penalty: 2746.517822
	Iteration 7Q: 3 clusters Score -27882.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27902.203125 Penalty: 2746.517822
	Iteration 8Q: 3 clusters Score -27902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27948.052734 Penalty: 2746.517822
	Iteration 9Q: 3 clusters Score -27948.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27955.921875 Penalty: 2746.517822
	Iteration 10Q: 3 clusters Score -27955.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28023.650391 Penalty: 2746.517822
	Iteration 11Q: 3 clusters Score -28023.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28032.820312 Penalty: 2746.517822
	Iteration 12Q: 3 clusters Score -28032.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28032.820312 Penalty: 2746.517822
	Iteration 13F: 3 clusters Score -28032.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -85390.460938 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -85390.46 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 347 members 
Entering Unmasked Estep 
Score: -83786.492188 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -83786.49 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84226.851562 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -84226.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -84307.429688 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -84307.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84333.726562 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -84333.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84354.406250 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -84354.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -84370.476562 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -84370.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84387.414062 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -84387.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84397.250000 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -84397.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84402.671875 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -84402.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84406.468750 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -84406.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84413.492188 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -84413.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84415.523438 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -84415.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -84415.523438 Penalty: 3240.759277
	Iteration 12F: 3 clusters Score -84415.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 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 420 members 
Entering Unmasked Estep 
Score: -102701.500000 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102701.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103101.500000 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103101.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103257.421875 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103257.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -103401.164062 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103401.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103554.125000 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103554.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -103818.335938 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -103818.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104000.062500 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -104000.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104222.484375 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -104222.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104585.210938 Penalty: 3347.384766
	Iteration 8F: 3 clusters Score -104585.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -104888.625000 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -104888.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104951.000000 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -104951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -104993.976562 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -104994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -105032.015625 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -105032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105062.953125 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -105063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -105079.210938 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -105079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -105098.937500 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -105100.781250 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -105100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105104.132812 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -105104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105107.289062 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -105107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105107.289062 Penalty: 3347.384766
	Iteration 19F: 3 clusters Score -105107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 140 members 
Mstep: Class 4 contains 155977 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145163 members 
Mstep: Class 7 contains 29330 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 31388 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 143649 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
Score: -84930848.000000 Penalty: 62815.007812
Splitting cluster 3 changes total score from -84931960.000000 to -84930848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (155977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155977 members 
Entering Unmasked Estep 
Score: -21743550.000000 Penalty: 2965.451172
	Iteration 0F: 2 clusters Score -2.174355e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -21640630.000000 Penalty: 5930.902344
	Iteration 0F: 3 clusters Score -2.164063e+07 nChanged 74779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 77233 members 
Entering Unmasked Estep 
Score: -21683664.000000 Penalty: 5930.902344
	Iteration 1F: 3 clusters Score -2.168366e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 76488 members 
Entering Unmasked Estep 
Score: -21684296.000000 Penalty: 5930.902344
	Iteration 2Q: 3 clusters Score -2.16843e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80545 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -21684932.000000 Penalty: 5930.902344
	Iteration 3Q: 3 clusters Score -2.168493e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -21685742.000000 Penalty: 5930.902344
	Iteration 4Q: 3 clusters Score -2.168574e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 71500 members 
Entering Unmasked Estep 
Score: -21686688.000000 Penalty: 5930.902344
	Iteration 5Q: 3 clusters Score -2.168669e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 67896 members 
Entering Unmasked Estep 
Score: -21687984.000000 Penalty: 5930.902344
	Iteration 6Q: 3 clusters Score -2.168798e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93314 members 
Mstep: Class 2 contains 62663 members 
Entering Unmasked Estep 
Score: -21690224.000000 Penalty: 5930.902344
	Iteration 7Q: 3 clusters Score -2.169022e+07 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -21694060.000000 Penalty: 5930.902344
	Iteration 8Q: 3 clusters Score -2.169406e+07 nChanged 9956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110298 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -21700446.000000 Penalty: 5930.902344
	Iteration 9F: 3 clusters Score -2.170045e+07 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121992 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -21710006.000000 Penalty: 5930.902344
	Iteration 10F: 3 clusters Score -2.171001e+07 nChanged 11829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -21721032.000000 Penalty: 5930.902344
	Iteration 11F: 3 clusters Score -2.172103e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -21730122.000000 Penalty: 5930.902344
	Iteration 12F: 3 clusters Score -2.173012e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -21736034.000000 Penalty: 5930.902344
	Iteration 13Q: 3 clusters Score -2.173603e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -21738790.000000 Penalty: 5930.902344
	Iteration 14Q: 3 clusters Score -2.173879e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152977 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -21739866.000000 Penalty: 5930.902344
	Iteration 15Q: 3 clusters Score -2.173987e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153741 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -21740324.000000 Penalty: 5930.902344
	Iteration 16Q: 3 clusters Score -2.174032e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21740542.000000 Penalty: 5930.902344
	Iteration 17Q: 3 clusters Score -2.174054e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154458 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -21740682.000000 Penalty: 5930.902344
	Iteration 18Q: 3 clusters Score -2.174068e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21740786.000000 Penalty: 5930.902344
	Iteration 19Q: 3 clusters Score -2.174079e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154763 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21740832.000000 Penalty: 5930.902344
	Iteration 20F: 3 clusters Score -2.174083e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154853 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21740902.000000 Penalty: 5930.902344
	Iteration 21Q: 3 clusters Score -2.17409e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154917 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -21740972.000000 Penalty: 5930.902344
	Iteration 22Q: 3 clusters Score -2.174097e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154965 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21740990.000000 Penalty: 5930.902344
	Iteration 23Q: 3 clusters Score -2.174099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155003 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -21741034.000000 Penalty: 5930.902344
	Iteration 24Q: 3 clusters Score -2.174103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -21741058.000000 Penalty: 5930.902344
	Iteration 25Q: 3 clusters Score -2.174106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155059 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -21741090.000000 Penalty: 5930.902344
	Iteration 26Q: 3 clusters Score -2.174109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155074 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -21741102.000000 Penalty: 5930.902344
	Iteration 27Q: 3 clusters Score -2.17411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155085 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -21741094.000000 Penalty: 5930.902344
	Iteration 28Q: 3 clusters Score -2.174109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155093 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -21741106.000000 Penalty: 5930.902344
	Iteration 29Q: 3 clusters Score -2.174111e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155096 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -21741116.000000 Penalty: 5930.902344
	Iteration 30Q: 3 clusters Score -2.174112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155101 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -21741094.000000 Penalty: 5930.902344
	Iteration 31Q: 3 clusters Score -2.174109e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155108 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -21741106.000000 Penalty: 5930.902344
	Iteration 32Q: 3 clusters Score -2.174111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21741100.000000 Penalty: 5930.902344
	Iteration 33Q: 3 clusters Score -2.17411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155124 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -21741112.000000 Penalty: 5930.902344
	Iteration 34Q: 3 clusters Score -2.174111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -21741120.000000 Penalty: 5930.902344
	Iteration 35Q: 3 clusters Score -2.174112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155135 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -21741128.000000 Penalty: 5930.902344
	Iteration 36Q: 3 clusters Score -2.174113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155142 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -21741112.000000 Penalty: 5930.902344
	Iteration 37Q: 3 clusters Score -2.174111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -21741110.000000 Penalty: 5930.902344
	Iteration 38Q: 3 clusters Score -2.174111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -21741106.000000 Penalty: 5930.902344
	Iteration 39Q: 3 clusters Score -2.174111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155146 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -21741106.000000 Penalty: 5930.902344
	Iteration 40F: 3 clusters Score -2.174111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21741118.000000 Penalty: 5930.902344
	Iteration 41Q: 3 clusters Score -2.174112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -21741118.000000 Penalty: 5930.902344
	Iteration 42F: 3 clusters Score -2.174112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -59737.449219 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -59737.45 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 266 members 
Entering Unmasked Estep 
Score: -58256.296875 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -58256.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58534.753906 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -58534.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -58665.636719 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -58665.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58739.410156 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -58739.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58792.398438 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -58792.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58837.730469 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -58837.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58861.113281 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -58861.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58889.714844 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -58889.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58944.164062 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -58944.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58986.250000 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -58986.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59004.335938 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -59004.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59011.691406 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -59011.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59032.796875 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -59032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59041.839844 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -59041.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -59045.000000 Penalty: 3068.359619
	Iteration 14Q: 3 clusters Score -59045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59047.015625 Penalty: 3068.359619
	Iteration 15Q: 3 clusters Score -59047.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59047.898438 Penalty: 3068.359619
	Iteration 16F: 3 clusters Score -59047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59055.039062 Penalty: 3068.359619
	Iteration 17Q: 3 clusters Score -59055.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59062.710938 Penalty: 3068.359619
	Iteration 18Q: 3 clusters Score -59062.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59065.414062 Penalty: 3068.359619
	Iteration 19Q: 3 clusters Score -59065.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59065.414062 Penalty: 3068.359619
	Iteration 20F: 3 clusters Score -59065.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (145163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145163 members 
Entering Unmasked Estep 
Score: -20263560.000000 Penalty: 2947.631836
	Iteration 0F: 2 clusters Score -2.026356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72583 members 
Mstep: Class 2 contains 72580 members 
Entering Unmasked Estep 
Score: -20167180.000000 Penalty: 5895.263672
	Iteration 0F: 3 clusters Score -2.016718e+07 nChanged 69315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -20207582.000000 Penalty: 5895.263672
	Iteration 1F: 3 clusters Score -2.020758e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71520 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -20208494.000000 Penalty: 5895.263672
	Iteration 2Q: 3 clusters Score -2.020849e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -20209806.000000 Penalty: 5895.263672
	Iteration 3Q: 3 clusters Score -2.020981e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -20211672.000000 Penalty: 5895.263672
	Iteration 4Q: 3 clusters Score -2.021167e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -20214376.000000 Penalty: 5895.263672
	Iteration 5Q: 3 clusters Score -2.021438e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63990 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -20218336.000000 Penalty: 5895.263672
	Iteration 6F: 3 clusters Score -2.021834e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59621 members 
Mstep: Class 2 contains 85542 members 
Entering Unmasked Estep 
Score: -20224654.000000 Penalty: 5895.263672
	Iteration 7F: 3 clusters Score -2.022465e+07 nChanged 10360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 90676 members 
Entering Unmasked Estep 
Score: -20232938.000000 Penalty: 5895.263672
	Iteration 8F: 3 clusters Score -2.023294e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 95227 members 
Entering Unmasked Estep 
Score: -20241430.000000 Penalty: 5895.263672
	Iteration 9F: 3 clusters Score -2.024143e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 98328 members 
Entering Unmasked Estep 
Score: -20246338.000000 Penalty: 5895.263672
	Iteration 10F: 3 clusters Score -2.024634e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 100723 members 
Entering Unmasked Estep 
Score: -20248452.000000 Penalty: 5895.263672
	Iteration 11Q: 3 clusters Score -2.024845e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -20249528.000000 Penalty: 5895.263672
	Iteration 12Q: 3 clusters Score -2.024953e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 104792 members 
Entering Unmasked Estep 
Score: -20250458.000000 Penalty: 5895.263672
	Iteration 13Q: 3 clusters Score -2.025046e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
Score: -20251340.000000 Penalty: 5895.263672
	Iteration 14Q: 3 clusters Score -2.025134e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -20252074.000000 Penalty: 5895.263672
	Iteration 15Q: 3 clusters Score -2.025207e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 110326 members 
Entering Unmasked Estep 
Score: -20252704.000000 Penalty: 5895.263672
	Iteration 16Q: 3 clusters Score -2.02527e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 112072 members 
Entering Unmasked Estep 
Score: -20253338.000000 Penalty: 5895.263672
	Iteration 17Q: 3 clusters Score -2.025334e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -20253894.000000 Penalty: 5895.263672
	Iteration 18Q: 3 clusters Score -2.025389e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -20254448.000000 Penalty: 5895.263672
	Iteration 19Q: 3 clusters Score -2.025445e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 117087 members 
Entering Unmasked Estep 
Score: -20254904.000000 Penalty: 5895.263672
	Iteration 20F: 3 clusters Score -2.02549e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -20255330.000000 Penalty: 5895.263672
	Iteration 21Q: 3 clusters Score -2.025533e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 120205 members 
Entering Unmasked Estep 
Score: -20255776.000000 Penalty: 5895.263672
	Iteration 22Q: 3 clusters Score -2.025578e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 121806 members 
Entering Unmasked Estep 
Score: -20256174.000000 Penalty: 5895.263672
	Iteration 23Q: 3 clusters Score -2.025617e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 123359 members 
Entering Unmasked Estep 
Score: -20256560.000000 Penalty: 5895.263672
	Iteration 24Q: 3 clusters Score -2.025656e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 124904 members 
Entering Unmasked Estep 
Score: -20257028.000000 Penalty: 5895.263672
	Iteration 25Q: 3 clusters Score -2.025703e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -20257456.000000 Penalty: 5895.263672
	Iteration 26Q: 3 clusters Score -2.025746e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 127726 members 
Entering Unmasked Estep 
Score: -20257848.000000 Penalty: 5895.263672
	Iteration 27Q: 3 clusters Score -2.025785e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -20258152.000000 Penalty: 5895.263672
	Iteration 28Q: 3 clusters Score -2.025815e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 130203 members 
Entering Unmasked Estep 
Score: -20258524.000000 Penalty: 5895.263672
	Iteration 29Q: 3 clusters Score -2.025852e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 131354 members 
Entering Unmasked Estep 
Score: -20258924.000000 Penalty: 5895.263672
	Iteration 30Q: 3 clusters Score -2.025892e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 132505 members 
Entering Unmasked Estep 
Score: -20259198.000000 Penalty: 5895.263672
	Iteration 31Q: 3 clusters Score -2.02592e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 133607 members 
Entering Unmasked Estep 
Score: -20259564.000000 Penalty: 5895.263672
	Iteration 32Q: 3 clusters Score -2.025956e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -20259926.000000 Penalty: 5895.263672
	Iteration 33Q: 3 clusters Score -2.025993e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 135661 members 
Entering Unmasked Estep 
Score: -20260196.000000 Penalty: 5895.263672
	Iteration 34Q: 3 clusters Score -2.02602e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 136481 members 
Entering Unmasked Estep 
Score: -20260406.000000 Penalty: 5895.263672
	Iteration 35Q: 3 clusters Score -2.026041e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 137240 members 
Entering Unmasked Estep 
Score: -20260678.000000 Penalty: 5895.263672
	Iteration 36Q: 3 clusters Score -2.026068e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 137912 members 
Entering Unmasked Estep 
Score: -20260996.000000 Penalty: 5895.263672
	Iteration 37Q: 3 clusters Score -2.0261e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 138548 members 
Entering Unmasked Estep 
Score: -20261222.000000 Penalty: 5895.263672
	Iteration 38Q: 3 clusters Score -2.026122e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 139111 members 
Entering Unmasked Estep 
Score: -20261302.000000 Penalty: 5895.263672
	Iteration 39Q: 3 clusters Score -2.02613e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 139579 members 
Entering Unmasked Estep 
Score: -20261292.000000 Penalty: 5895.263672
	Iteration 40F: 3 clusters Score -2.026129e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 139988 members 
Entering Unmasked Estep 
Score: -20261388.000000 Penalty: 5895.263672
	Iteration 41Q: 3 clusters Score -2.026139e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -20261496.000000 Penalty: 5895.263672
	Iteration 42Q: 3 clusters Score -2.02615e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 140639 members 
Entering Unmasked Estep 
Score: -20261512.000000 Penalty: 5895.263672
	Iteration 43Q: 3 clusters Score -2.026151e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 140886 members 
Entering Unmasked Estep 
Score: -20261524.000000 Penalty: 5895.263672
	Iteration 44Q: 3 clusters Score -2.026152e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 141115 members 
Entering Unmasked Estep 
Score: -20261526.000000 Penalty: 5895.263672
	Iteration 45Q: 3 clusters Score -2.026153e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 141306 members 
Entering Unmasked Estep 
Score: -20261542.000000 Penalty: 5895.263672
	Iteration 46Q: 3 clusters Score -2.026154e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 141473 members 
Entering Unmasked Estep 
Score: -20261526.000000 Penalty: 5895.263672
	Iteration 47Q: 3 clusters Score -2.026153e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 141621 members 
Entering Unmasked Estep 
Score: -20261596.000000 Penalty: 5895.263672
	Iteration 48Q: 3 clusters Score -2.02616e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 141750 members 
Entering Unmasked Estep 
Score: -20261590.000000 Penalty: 5895.263672
	Iteration 49Q: 3 clusters Score -2.026159e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 141882 members 
Entering Unmasked Estep 
Score: -20261616.000000 Penalty: 5895.263672
	Iteration 50Q: 3 clusters Score -2.026162e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -20261628.000000 Penalty: 5895.263672
	Iteration 51Q: 3 clusters Score -2.026163e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 142109 members 
Entering Unmasked Estep 
Score: -20261628.000000 Penalty: 5895.263672
	Iteration 52Q: 3 clusters Score -2.026163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -20261660.000000 Penalty: 5895.263672
	Iteration 53Q: 3 clusters Score -2.026166e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 142276 members 
Entering Unmasked Estep 
Score: -20261682.000000 Penalty: 5895.263672
	Iteration 54Q: 3 clusters Score -2.026168e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 142351 members 
Entering Unmasked Estep 
Score: -20261708.000000 Penalty: 5895.263672
	Iteration 55Q: 3 clusters Score -2.026171e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 142411 members 
Entering Unmasked Estep 
Score: -20261758.000000 Penalty: 5895.263672
	Iteration 56Q: 3 clusters Score -2.026176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -20261770.000000 Penalty: 5895.263672
	Iteration 57Q: 3 clusters Score -2.026177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 142523 members 
Entering Unmasked Estep 
Score: -20261776.000000 Penalty: 5895.263672
	Iteration 58Q: 3 clusters Score -2.026178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -20261776.000000 Penalty: 5895.263672
	Iteration 59Q: 3 clusters Score -2.026178e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 142611 members 
Entering Unmasked Estep 
Score: -20261802.000000 Penalty: 5895.263672
	Iteration 60F: 3 clusters Score -2.02618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 142652 members 
Entering Unmasked Estep 
Score: -20261836.000000 Penalty: 5895.263672
	Iteration 61Q: 3 clusters Score -2.026184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 142682 members 
Entering Unmasked Estep 
Score: -20261846.000000 Penalty: 5895.263672
	Iteration 62Q: 3 clusters Score -2.026185e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 142708 members 
Entering Unmasked Estep 
Score: -20261868.000000 Penalty: 5895.263672
	Iteration 63Q: 3 clusters Score -2.026187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 142736 members 
Entering Unmasked Estep 
Score: -20261882.000000 Penalty: 5895.263672
	Iteration 64Q: 3 clusters Score -2.026188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 142755 members 
Entering Unmasked Estep 
Score: -20261878.000000 Penalty: 5895.263672
	Iteration 65Q: 3 clusters Score -2.026188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 142772 members 
Entering Unmasked Estep 
Score: -20261866.000000 Penalty: 5895.263672
	Iteration 66Q: 3 clusters Score -2.026187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 142783 members 
Entering Unmasked Estep 
Score: -20261850.000000 Penalty: 5895.263672
	Iteration 67Q: 3 clusters Score -2.026185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 142794 members 
Entering Unmasked Estep 
Score: -20261852.000000 Penalty: 5895.263672
	Iteration 68Q: 3 clusters Score -2.026185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 142805 members 
Entering Unmasked Estep 
Score: -20261860.000000 Penalty: 5895.263672
	Iteration 69Q: 3 clusters Score -2.026186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 142818 members 
Entering Unmasked Estep 
Score: -20261834.000000 Penalty: 5895.263672
	Iteration 70Q: 3 clusters Score -2.026183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 142833 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5895.263672
	Iteration 71Q: 3 clusters Score -2.026185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 142853 members 
Entering Unmasked Estep 
Score: -20261856.000000 Penalty: 5895.263672
	Iteration 72Q: 3 clusters Score -2.026186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -20261842.000000 Penalty: 5895.263672
	Iteration 73Q: 3 clusters Score -2.026184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 142886 members 
Entering Unmasked Estep 
Score: -20261840.000000 Penalty: 5895.263672
	Iteration 74Q: 3 clusters Score -2.026184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 142898 members 
Entering Unmasked Estep 
Score: -20261838.000000 Penalty: 5895.263672
	Iteration 75Q: 3 clusters Score -2.026184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 142907 members 
Entering Unmasked Estep 
Score: -20261834.000000 Penalty: 5895.263672
	Iteration 76Q: 3 clusters Score -2.026183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 142917 members 
Entering Unmasked Estep 
Score: -20261838.000000 Penalty: 5895.263672
	Iteration 77Q: 3 clusters Score -2.026184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 142927 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5895.263672
	Iteration 78Q: 3 clusters Score -2.026185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 142941 members 
Entering Unmasked Estep 
Score: -20261844.000000 Penalty: 5895.263672
	Iteration 79Q: 3 clusters Score -2.026184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 142949 members 
Entering Unmasked Estep 
Score: -20261854.000000 Penalty: 5895.263672
	Iteration 80F: 3 clusters Score -2.026185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 142956 members 
Entering Unmasked Estep 
Score: -20261844.000000 Penalty: 5895.263672
	Iteration 81Q: 3 clusters Score -2.026184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 142964 members 
Entering Unmasked Estep 
Score: -20261836.000000 Penalty: 5895.263672
	Iteration 82Q: 3 clusters Score -2.026184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 142970 members 
Entering Unmasked Estep 
Score: -20261846.000000 Penalty: 5895.263672
	Iteration 83Q: 3 clusters Score -2.026185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 142975 members 
Entering Unmasked Estep 
Score: -20261848.000000 Penalty: 5895.263672
	Iteration 84Q: 3 clusters Score -2.026185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 142980 members 
Entering Unmasked Estep 
Score: -20261850.000000 Penalty: 5895.263672
	Iteration 85Q: 3 clusters Score -2.026185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 142985 members 
Entering Unmasked Estep 
Score: -20261844.000000 Penalty: 5895.263672
	Iteration 86Q: 3 clusters Score -2.026184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -20261834.000000 Penalty: 5895.263672
	Iteration 87Q: 3 clusters Score -2.026183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 142999 members 
Entering Unmasked Estep 
Score: -20261850.000000 Penalty: 5895.263672
	Iteration 88Q: 3 clusters Score -2.026185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 143008 members 
Entering Unmasked Estep 
Score: -20261826.000000 Penalty: 5895.263672
	Iteration 89Q: 3 clusters Score -2.026183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 143015 members 
Entering Unmasked Estep 
Score: -20261820.000000 Penalty: 5895.263672
	Iteration 90Q: 3 clusters Score -2.026182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -20261810.000000 Penalty: 5895.263672
	Iteration 91Q: 3 clusters Score -2.026181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -20261828.000000 Penalty: 5895.263672
	Iteration 92Q: 3 clusters Score -2.026183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 143025 members 
Entering Unmasked Estep 
Score: -20261838.000000 Penalty: 5895.263672
	Iteration 93Q: 3 clusters Score -2.026184e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 143027 members 
Entering Unmasked Estep 
Score: -20261828.000000 Penalty: 5895.263672
	Iteration 94Q: 3 clusters Score -2.026183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 143032 members 
Entering Unmasked Estep 
Score: -20261848.000000 Penalty: 5895.263672
	Iteration 95Q: 3 clusters Score -2.026185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 143036 members 
Entering Unmasked Estep 
Score: -20261858.000000 Penalty: 5895.263672
	Iteration 96Q: 3 clusters Score -2.026186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 143042 members 
Entering Unmasked Estep 
Score: -20261864.000000 Penalty: 5895.263672
	Iteration 97Q: 3 clusters Score -2.026186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 143047 members 
Entering Unmasked Estep 
Score: -20261862.000000 Penalty: 5895.263672
	Iteration 98Q: 3 clusters Score -2.026186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -20261874.000000 Penalty: 5895.263672
	Iteration 99Q: 3 clusters Score -2.026187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 143057 members 
Entering Unmasked Estep 
Score: -20261874.000000 Penalty: 5895.263672
	Iteration 100F: 3 clusters Score -2.026187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -20261864.000000 Penalty: 5895.263672
	Iteration 101Q: 3 clusters Score -2.026186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 143064 members 
Entering Unmasked Estep 
Score: -20261872.000000 Penalty: 5895.263672
	Iteration 102Q: 3 clusters Score -2.026187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -20261874.000000 Penalty: 5895.263672
	Iteration 103Q: 3 clusters Score -2.026187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -20261882.000000 Penalty: 5895.263672
	Iteration 104Q: 3 clusters Score -2.026188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 143070 members 
Entering Unmasked Estep 
Score: -20261882.000000 Penalty: 5895.263672
	Iteration 105F: 3 clusters Score -2.026188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Entering Unmasked Estep 
Score: -4161351.250000 Penalty: 2551.018799
	Iteration 0F: 2 clusters Score -4161351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -4141408.750000 Penalty: 5102.037598
	Iteration 0F: 3 clusters Score -4141409 nChanged 13039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4148382.500000 Penalty: 5102.037598
	Iteration 1F: 3 clusters Score -4148382 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4148737.000000 Penalty: 5102.037598
	Iteration 2Q: 3 clusters Score -4148737 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4149010.750000 Penalty: 5102.037598
	Iteration 3Q: 3 clusters Score -4149011 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -4149288.250000 Penalty: 5102.037598
	Iteration 4Q: 3 clusters Score -4149288 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4149550.500000 Penalty: 5102.037598
	Iteration 5Q: 3 clusters Score -4149550 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -4149847.500000 Penalty: 5102.037598
	Iteration 6Q: 3 clusters Score -4149848 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4150251.750000 Penalty: 5102.037598
	Iteration 7Q: 3 clusters Score -4150252 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -4150741.500000 Penalty: 5102.037598
	Iteration 8Q: 3 clusters Score -4150742 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4151495.250000 Penalty: 5102.037598
	Iteration 9Q: 3 clusters Score -4151495 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -4152555.000000 Penalty: 5102.037598
	Iteration 10F: 3 clusters Score -4152555 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4153938.000000 Penalty: 5102.037598
	Iteration 11F: 3 clusters Score -4153938 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4155368.000000 Penalty: 5102.037598
	Iteration 12F: 3 clusters Score -4155368 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -4156585.000000 Penalty: 5102.037598
	Iteration 13Q: 3 clusters Score -4156585 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4157554.500000 Penalty: 5102.037598
	Iteration 14Q: 3 clusters Score -4157554 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4158188.750000 Penalty: 5102.037598
	Iteration 15Q: 3 clusters Score -4158189 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4158578.750000 Penalty: 5102.037598
	Iteration 16Q: 3 clusters Score -4158579 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4158826.250000 Penalty: 5102.037598
	Iteration 17Q: 3 clusters Score -4158826 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4159001.000000 Penalty: 5102.037598
	Iteration 18Q: 3 clusters Score -4159001 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4159111.500000 Penalty: 5102.037598
	Iteration 19Q: 3 clusters Score -4159112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4159169.750000 Penalty: 5102.037598
	Iteration 20F: 3 clusters Score -4159170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4159237.250000 Penalty: 5102.037598
	Iteration 21Q: 3 clusters Score -4159237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4159271.250000 Penalty: 5102.037598
	Iteration 22Q: 3 clusters Score -4159271 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4159300.250000 Penalty: 5102.037598
	Iteration 23Q: 3 clusters Score -4159300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4159339.500000 Penalty: 5102.037598
	Iteration 24Q: 3 clusters Score -4159340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4159360.000000 Penalty: 5102.037598
	Iteration 25Q: 3 clusters Score -4159360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4159384.000000 Penalty: 5102.037598
	Iteration 26Q: 3 clusters Score -4159384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4159411.500000 Penalty: 5102.037598
	Iteration 27Q: 3 clusters Score -4159412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4159416.000000 Penalty: 5102.037598
	Iteration 28Q: 3 clusters Score -4159416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4159414.250000 Penalty: 5102.037598
	Iteration 29Q: 3 clusters Score -4159414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4159422.750000 Penalty: 5102.037598
	Iteration 30Q: 3 clusters Score -4159423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4159419.000000 Penalty: 5102.037598
	Iteration 31Q: 3 clusters Score -4159419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4159417.000000 Penalty: 5102.037598
	Iteration 32Q: 3 clusters Score -4159417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4159425.000000 Penalty: 5102.037598
	Iteration 33Q: 3 clusters Score -4159425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4159425.000000 Penalty: 5102.037598
	Iteration 34Q: 3 clusters Score -4159425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4159424.000000 Penalty: 5102.037598
	Iteration 35Q: 3 clusters Score -4159424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4159424.000000 Penalty: 5102.037598
	Iteration 36F: 3 clusters Score -4159424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -69353.742188 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -69353.74 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 239 members 
Entering Unmasked Estep 
Score: -67803.671875 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -67803.67 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67985.046875 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -67985.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68023.585938 Penalty: 3099.987793
	Iteration 2Q: 3 clusters Score -68023.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68046.835938 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -68046.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68058.296875 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -68058.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68064.937500 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -68064.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68070.429688 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -68070.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68071.750000 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -68071.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68071.750000 Penalty: 3099.987793
	Iteration 8F: 3 clusters Score -68071.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59702.218750 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59702.22 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -59958.304688 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59958.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60048.136719 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -60048.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60069.980469 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -60069.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -60080.425781 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -60080.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60093.625000 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -60093.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60110.320312 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -60110.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -60120.160156 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -60120.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60134.085938 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -60134.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60145.632812 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -60145.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60161.546875 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -60161.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -60166.710938 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -60166.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60178.046875 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -60178.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60195.929688 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -60195.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60274.957031 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -60274.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60368.437500 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -60368.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60434.660156 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -60434.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60489.617188 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -60489.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60518.976562 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -60518.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -60541.839844 Penalty: 3076.457764
	Iteration 19Q: 3 clusters Score -60541.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -60562.433594 Penalty: 3076.457764
	Iteration 20F: 3 clusters Score -60562.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -60569.195312 Penalty: 3076.457764
	Iteration 21Q: 3 clusters Score -60569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60571.832031 Penalty: 3076.457764
	Iteration 22Q: 3 clusters Score -60571.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -60571.832031 Penalty: 3076.457764
	Iteration 23F: 3 clusters Score -60571.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Entering Unmasked Estep 
Score: -3704251.250000 Penalty: 2521.655273
	Iteration 0F: 2 clusters Score -3704251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -3686278.750000 Penalty: 5043.310547
	Iteration 0F: 3 clusters Score -3686279 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -3692533.750000 Penalty: 5043.310547
	Iteration 1F: 3 clusters Score -3692534 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -3692906.500000 Penalty: 5043.310547
	Iteration 2Q: 3 clusters Score -3692906 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3693175.000000 Penalty: 5043.310547
	Iteration 3Q: 3 clusters Score -3693175 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3693400.250000 Penalty: 5043.310547
	Iteration 4Q: 3 clusters Score -3693400 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3693628.750000 Penalty: 5043.310547
	Iteration 5Q: 3 clusters Score -3693629 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3693855.500000 Penalty: 5043.310547
	Iteration 6Q: 3 clusters Score -3693856 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -3694174.500000 Penalty: 5043.310547
	Iteration 7Q: 3 clusters Score -3694174 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3694654.750000 Penalty: 5043.310547
	Iteration 8Q: 3 clusters Score -3694655 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -3695311.250000 Penalty: 5043.310547
	Iteration 9Q: 3 clusters Score -3695311 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3696365.750000 Penalty: 5043.310547
	Iteration 10F: 3 clusters Score -3696366 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -3697820.250000 Penalty: 5043.310547
	Iteration 11F: 3 clusters Score -3697820 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3699374.000000 Penalty: 5043.310547
	Iteration 12F: 3 clusters Score -3699374 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3700559.000000 Penalty: 5043.310547
	Iteration 13Q: 3 clusters Score -3700559 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3701251.500000 Penalty: 5043.310547
	Iteration 14Q: 3 clusters Score -3701252 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3701596.250000 Penalty: 5043.310547
	Iteration 15Q: 3 clusters Score -3701596 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3701803.750000 Penalty: 5043.310547
	Iteration 16Q: 3 clusters Score -3701804 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3701899.500000 Penalty: 5043.310547
	Iteration 17Q: 3 clusters Score -3701900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3701946.250000 Penalty: 5043.310547
	Iteration 18Q: 3 clusters Score -3701946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3701984.500000 Penalty: 5043.310547
	Iteration 19Q: 3 clusters Score -3701984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3702012.000000 Penalty: 5043.310547
	Iteration 20F: 3 clusters Score -3702012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3702021.750000 Penalty: 5043.310547
	Iteration 21Q: 3 clusters Score -3702022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3702031.000000 Penalty: 5043.310547
	Iteration 22Q: 3 clusters Score -3702031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3702042.750000 Penalty: 5043.310547
	Iteration 23Q: 3 clusters Score -3702043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3702055.750000 Penalty: 5043.310547
	Iteration 24Q: 3 clusters Score -3702056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3702065.250000 Penalty: 5043.310547
	Iteration 25Q: 3 clusters Score -3702065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3702074.000000 Penalty: 5043.310547
	Iteration 26Q: 3 clusters Score -3702074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3702080.000000 Penalty: 5043.310547
	Iteration 27Q: 3 clusters Score -3702080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3702081.750000 Penalty: 5043.310547
	Iteration 28Q: 3 clusters Score -3702082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3702084.500000 Penalty: 5043.310547
	Iteration 29Q: 3 clusters Score -3702084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3702084.000000 Penalty: 5043.310547
	Iteration 30Q: 3 clusters Score -3702084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3702087.750000 Penalty: 5043.310547
	Iteration 31Q: 3 clusters Score -3702088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3702088.000000 Penalty: 5043.310547
	Iteration 32Q: 3 clusters Score -3702088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3702086.250000 Penalty: 5043.310547
	Iteration 33Q: 3 clusters Score -3702086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3702086.250000 Penalty: 5043.310547
	Iteration 34F: 3 clusters Score -3702086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Entering Unmasked Estep 
Score: -201163.515625 Penalty: 1815.162231
	Iteration 0F: 2 clusters Score -201163.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198902.484375 Penalty: 3630.324463
	Iteration 0F: 3 clusters Score -198902.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -199298.062500 Penalty: 3630.324463
	Iteration 1F: 3 clusters Score -199298.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199405.437500 Penalty: 3630.324463
	Iteration 2F: 3 clusters Score -199405.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199457.703125 Penalty: 3630.324463
	Iteration 3Q: 3 clusters Score -199457.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -199495.390625 Penalty: 3630.324463
	Iteration 4Q: 3 clusters Score -199495.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199521.312500 Penalty: 3630.324463
	Iteration 5Q: 3 clusters Score -199521.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199550.687500 Penalty: 3630.324463
	Iteration 6Q: 3 clusters Score -199550.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -199580.437500 Penalty: 3630.324463
	Iteration 7Q: 3 clusters Score -199580.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -199604.500000 Penalty: 3630.324463
	Iteration 8Q: 3 clusters Score -199604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199627.843750 Penalty: 3630.324463
	Iteration 9Q: 3 clusters Score -199627.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199653.406250 Penalty: 3630.324463
	Iteration 10Q: 3 clusters Score -199653.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -199681.593750 Penalty: 3630.324463
	Iteration 11Q: 3 clusters Score -199681.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -199704.812500 Penalty: 3630.324463
	Iteration 12Q: 3 clusters Score -199704.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -199733.031250 Penalty: 3630.324463
	Iteration 13Q: 3 clusters Score -199733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -199783.546875 Penalty: 3630.324463
	Iteration 14Q: 3 clusters Score -199783.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -199826.093750 Penalty: 3630.324463
	Iteration 15Q: 3 clusters Score -199826.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -199898.140625 Penalty: 3630.324463
	Iteration 16Q: 3 clusters Score -199898.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -199970.156250 Penalty: 3630.324463
	Iteration 17Q: 3 clusters Score -199970.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -200065.109375 Penalty: 3630.324463
	Iteration 18Q: 3 clusters Score -200065.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -200204.671875 Penalty: 3630.324463
	Iteration 19Q: 3 clusters Score -200204.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -200505.093750 Penalty: 3630.324463
	Iteration 20F: 3 clusters Score -200505.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -200936.968750 Penalty: 3630.324463
	Iteration 21Q: 3 clusters Score -200937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -201195.546875 Penalty: 3630.324463
	Iteration 22Q: 3 clusters Score -201195.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -201308.656250 Penalty: 3630.324463
	Iteration 23Q: 3 clusters Score -201308.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -201342.750000 Penalty: 3630.324463
	Iteration 24Q: 3 clusters Score -201342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -201362.312500 Penalty: 3630.324463
	Iteration 25Q: 3 clusters Score -201362.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -201366.406250 Penalty: 3630.324463
	Iteration 26Q: 3 clusters Score -201366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201366.578125 Penalty: 3630.324463
	Iteration 27Q: 3 clusters Score -201366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201366.578125 Penalty: 3630.324463
	Iteration 28F: 3 clusters Score -201366.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155977 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145163 members 
Mstep: Class 7 contains 29330 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 31388 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 143649 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
Score: -84930576.000000 Penalty: 62815.007812
Splitting cluster 11 changes total score from -84931960.000000 to -84930576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -273590.218750 Penalty: 1881.527222
	Iteration 0F: 2 clusters Score -273590.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -270988.656250 Penalty: 3763.054443
	Iteration 0F: 3 clusters Score -270988.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -271452.781250 Penalty: 3763.054443
	Iteration 1F: 3 clusters Score -271452.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -271562.250000 Penalty: 3763.054443
	Iteration 2F: 3 clusters Score -271562.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -271611.843750 Penalty: 3763.054443
	Iteration 3Q: 3 clusters Score -271611.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271635.218750 Penalty: 3763.054443
	Iteration 4Q: 3 clusters Score -271635.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271653.031250 Penalty: 3763.054443
	Iteration 5Q: 3 clusters Score -271653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -271660.031250 Penalty: 3763.054443
	Iteration 6Q: 3 clusters Score -271660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271665.250000 Penalty: 3763.054443
	Iteration 7Q: 3 clusters Score -271665.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271670.187500 Penalty: 3763.054443
	Iteration 8Q: 3 clusters Score -271670.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271675.031250 Penalty: 3763.054443
	Iteration 9Q: 3 clusters Score -271675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271676.906250 Penalty: 3763.054443
	Iteration 10Q: 3 clusters Score -271676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271679.156250 Penalty: 3763.054443
	Iteration 11Q: 3 clusters Score -271679.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271680.250000 Penalty: 3763.054443
	Iteration 12Q: 3 clusters Score -271680.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271680.125000 Penalty: 3763.054443
	Iteration 13Q: 3 clusters Score -271680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -271680.125000 Penalty: 3763.054443
	Iteration 14F: 3 clusters Score -271680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Entering Unmasked Estep 
Score: -3020568.000000 Penalty: 2471.903809
	Iteration 0F: 2 clusters Score -3020568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -3005626.500000 Penalty: 4943.807617
	Iteration 0F: 3 clusters Score -3005626 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -3010598.250000 Penalty: 4943.807617
	Iteration 1F: 3 clusters Score -3010598 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3011029.750000 Penalty: 4943.807617
	Iteration 2F: 3 clusters Score -3011030 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3011399.750000 Penalty: 4943.807617
	Iteration 3Q: 3 clusters Score -3011400 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3011735.750000 Penalty: 4943.807617
	Iteration 4Q: 3 clusters Score -3011736 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3012092.250000 Penalty: 4943.807617
	Iteration 5Q: 3 clusters Score -3012092 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -3012435.500000 Penalty: 4943.807617
	Iteration 6Q: 3 clusters Score -3012436 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3012779.500000 Penalty: 4943.807617
	Iteration 7Q: 3 clusters Score -3012780 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -3013153.000000 Penalty: 4943.807617
	Iteration 8Q: 3 clusters Score -3013153 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3013522.500000 Penalty: 4943.807617
	Iteration 9Q: 3 clusters Score -3013522 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3013918.250000 Penalty: 4943.807617
	Iteration 10Q: 3 clusters Score -3013918 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -3014306.750000 Penalty: 4943.807617
	Iteration 11Q: 3 clusters Score -3014307 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3014732.750000 Penalty: 4943.807617
	Iteration 12Q: 3 clusters Score -3014733 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3015120.250000 Penalty: 4943.807617
	Iteration 13Q: 3 clusters Score -3015120 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3015493.250000 Penalty: 4943.807617
	Iteration 14Q: 3 clusters Score -3015493 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -3015766.500000 Penalty: 4943.807617
	Iteration 15Q: 3 clusters Score -3015766 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3016007.500000 Penalty: 4943.807617
	Iteration 16Q: 3 clusters Score -3016008 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3016197.750000 Penalty: 4943.807617
	Iteration 17Q: 3 clusters Score -3016198 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3016342.000000 Penalty: 4943.807617
	Iteration 18Q: 3 clusters Score -3016342 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3016454.000000 Penalty: 4943.807617
	Iteration 19Q: 3 clusters Score -3016454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -3016559.000000 Penalty: 4943.807617
	Iteration 20F: 3 clusters Score -3016559 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3016659.750000 Penalty: 4943.807617
	Iteration 21Q: 3 clusters Score -3016660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3016746.500000 Penalty: 4943.807617
	Iteration 22Q: 3 clusters Score -3016746 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3016830.250000 Penalty: 4943.807617
	Iteration 23Q: 3 clusters Score -3016830 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3016897.000000 Penalty: 4943.807617
	Iteration 24Q: 3 clusters Score -3016897 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -3016969.750000 Penalty: 4943.807617
	Iteration 25Q: 3 clusters Score -3016970 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3017033.500000 Penalty: 4943.807617
	Iteration 26Q: 3 clusters Score -3017034 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3017089.750000 Penalty: 4943.807617
	Iteration 27Q: 3 clusters Score -3017090 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3017146.750000 Penalty: 4943.807617
	Iteration 28Q: 3 clusters Score -3017147 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3017199.750000 Penalty: 4943.807617
	Iteration 29Q: 3 clusters Score -3017200 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3017240.500000 Penalty: 4943.807617
	Iteration 30Q: 3 clusters Score -3017240 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3017296.000000 Penalty: 4943.807617
	Iteration 31Q: 3 clusters Score -3017296 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3017348.750000 Penalty: 4943.807617
	Iteration 32Q: 3 clusters Score -3017349 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3017419.250000 Penalty: 4943.807617
	Iteration 33Q: 3 clusters Score -3017419 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3017495.250000 Penalty: 4943.807617
	Iteration 34Q: 3 clusters Score -3017495 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3017565.500000 Penalty: 4943.807617
	Iteration 35Q: 3 clusters Score -3017566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3017620.750000 Penalty: 4943.807617
	Iteration 36Q: 3 clusters Score -3017621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3017695.250000 Penalty: 4943.807617
	Iteration 37Q: 3 clusters Score -3017695 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3017751.250000 Penalty: 4943.807617
	Iteration 38Q: 3 clusters Score -3017751 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3017817.500000 Penalty: 4943.807617
	Iteration 39Q: 3 clusters Score -3017818 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3017897.500000 Penalty: 4943.807617
	Iteration 40F: 3 clusters Score -3017898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3017977.000000 Penalty: 4943.807617
	Iteration 41Q: 3 clusters Score -3017977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3018030.750000 Penalty: 4943.807617
	Iteration 42Q: 3 clusters Score -3018031 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3018071.250000 Penalty: 4943.807617
	Iteration 43Q: 3 clusters Score -3018071 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3018111.500000 Penalty: 4943.807617
	Iteration 44Q: 3 clusters Score -3018112 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3018164.000000 Penalty: 4943.807617
	Iteration 45Q: 3 clusters Score -3018164 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3018204.000000 Penalty: 4943.807617
	Iteration 46Q: 3 clusters Score -3018204 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3018247.000000 Penalty: 4943.807617
	Iteration 47Q: 3 clusters Score -3018247 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3018284.250000 Penalty: 4943.807617
	Iteration 48Q: 3 clusters Score -3018284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3018308.250000 Penalty: 4943.807617
	Iteration 49Q: 3 clusters Score -3018308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3018338.000000 Penalty: 4943.807617
	Iteration 50Q: 3 clusters Score -3018338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3018362.000000 Penalty: 4943.807617
	Iteration 51Q: 3 clusters Score -3018362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3018379.750000 Penalty: 4943.807617
	Iteration 52Q: 3 clusters Score -3018380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3018385.000000 Penalty: 4943.807617
	Iteration 53Q: 3 clusters Score -3018385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3018395.500000 Penalty: 4943.807617
	Iteration 54Q: 3 clusters Score -3018396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3018401.750000 Penalty: 4943.807617
	Iteration 55Q: 3 clusters Score -3018402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3018412.250000 Penalty: 4943.807617
	Iteration 56Q: 3 clusters Score -3018412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3018410.750000 Penalty: 4943.807617
	Iteration 57Q: 3 clusters Score -3018411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3018414.000000 Penalty: 4943.807617
	Iteration 58Q: 3 clusters Score -3018414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3018411.750000 Penalty: 4943.807617
	Iteration 59Q: 3 clusters Score -3018412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3018416.750000 Penalty: 4943.807617
	Iteration 60F: 3 clusters Score -3018417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3018420.500000 Penalty: 4943.807617
	Iteration 61Q: 3 clusters Score -3018420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3018419.500000 Penalty: 4943.807617
	Iteration 62Q: 3 clusters Score -3018420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3018418.000000 Penalty: 4943.807617
	Iteration 63Q: 3 clusters Score -3018418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3018418.000000 Penalty: 4943.807617
	Iteration 64F: 3 clusters Score -3018418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Entering Unmasked Estep 
Score: -4278246.500000 Penalty: 2567.836914
	Iteration 0F: 2 clusters Score -4278246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -4256718.500000 Penalty: 5135.673828
	Iteration 0F: 3 clusters Score -4256718 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -4264554.000000 Penalty: 5135.673828
	Iteration 1F: 3 clusters Score -4264554 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4264987.500000 Penalty: 5135.673828
	Iteration 2Q: 3 clusters Score -4264988 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4265445.500000 Penalty: 5135.673828
	Iteration 3Q: 3 clusters Score -4265446 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -4265967.000000 Penalty: 5135.673828
	Iteration 4Q: 3 clusters Score -4265967 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -4266653.500000 Penalty: 5135.673828
	Iteration 5Q: 3 clusters Score -4266654 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4267639.000000 Penalty: 5135.673828
	Iteration 6Q: 3 clusters Score -4267639 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -4268804.500000 Penalty: 5135.673828
	Iteration 7Q: 3 clusters Score -4268804 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -4269966.000000 Penalty: 5135.673828
	Iteration 8F: 3 clusters Score -4269966 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -4271174.500000 Penalty: 5135.673828
	Iteration 9F: 3 clusters Score -4271174 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -4272420.500000 Penalty: 5135.673828
	Iteration 10Q: 3 clusters Score -4272420 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4273498.500000 Penalty: 5135.673828
	Iteration 11Q: 3 clusters Score -4273498 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4274316.000000 Penalty: 5135.673828
	Iteration 12Q: 3 clusters Score -4274316 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -4274942.000000 Penalty: 5135.673828
	Iteration 13Q: 3 clusters Score -4274942 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -4275351.500000 Penalty: 5135.673828
	Iteration 14Q: 3 clusters Score -4275352 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4275615.000000 Penalty: 5135.673828
	Iteration 15Q: 3 clusters Score -4275615 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -4275743.000000 Penalty: 5135.673828
	Iteration 16Q: 3 clusters Score -4275743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -4275833.500000 Penalty: 5135.673828
	Iteration 17Q: 3 clusters Score -4275834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4275891.500000 Penalty: 5135.673828
	Iteration 18Q: 3 clusters Score -4275892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4275929.000000 Penalty: 5135.673828
	Iteration 19Q: 3 clusters Score -4275929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -4275957.500000 Penalty: 5135.673828
	Iteration 20F: 3 clusters Score -4275958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4275983.500000 Penalty: 5135.673828
	Iteration 21Q: 3 clusters Score -4275984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4276019.000000 Penalty: 5135.673828
	Iteration 22Q: 3 clusters Score -4276019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4276035.000000 Penalty: 5135.673828
	Iteration 23Q: 3 clusters Score -4276035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4276040.500000 Penalty: 5135.673828
	Iteration 24Q: 3 clusters Score -4276040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4276044.000000 Penalty: 5135.673828
	Iteration 25Q: 3 clusters Score -4276044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4276044.500000 Penalty: 5135.673828
	Iteration 26Q: 3 clusters Score -4276044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4276047.500000 Penalty: 5135.673828
	Iteration 27Q: 3 clusters Score -4276048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4276047.500000 Penalty: 5135.673828
	Iteration 28F: 3 clusters Score -4276048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -241706.250000 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -241706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -239217.375000 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -239217.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -239607.875000 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -239607.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -239706.453125 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -239706.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239758.984375 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -239759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -239787.687500 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -239787.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -239811.359375 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -239811.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -239842.812500 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -239842.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -239858.703125 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -239858.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239869.734375 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -239869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -239874.359375 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -239874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -239881.671875 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -239881.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -239885.828125 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -239885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239891.187500 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -239891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -239893.859375 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -239893.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -239893.859375 Penalty: 3702.680908
	Iteration 14F: 3 clusters Score -239893.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (143649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143649 members 
Entering Unmasked Estep 
Score: -20116980.000000 Penalty: 2945.031738
	Iteration 0F: 2 clusters Score -2.011698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 72063 members 
Entering Unmasked Estep 
Score: -20026112.000000 Penalty: 5890.063477
	Iteration 0F: 3 clusters Score -2.002611e+07 nChanged 68726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68492 members 
Mstep: Class 2 contains 75157 members 
Entering Unmasked Estep 
Score: -20066232.000000 Penalty: 5890.063477
	Iteration 1F: 3 clusters Score -2.006623e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -20067670.000000 Penalty: 5890.063477
	Iteration 2Q: 3 clusters Score -2.006767e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63604 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -20069394.000000 Penalty: 5890.063477
	Iteration 3Q: 3 clusters Score -2.006939e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -20072058.000000 Penalty: 5890.063477
	Iteration 4Q: 3 clusters Score -2.007206e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -20076030.000000 Penalty: 5890.063477
	Iteration 5F: 3 clusters Score -2.007603e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 98031 members 
Entering Unmasked Estep 
Score: -20082020.000000 Penalty: 5890.063477
	Iteration 6F: 3 clusters Score -2.008202e+07 nChanged 10222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 107015 members 
Entering Unmasked Estep 
Score: -20089512.000000 Penalty: 5890.063477
	Iteration 7F: 3 clusters Score -2.008951e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 115598 members 
Entering Unmasked Estep 
Score: -20096942.000000 Penalty: 5890.063477
	Iteration 8F: 3 clusters Score -2.009694e+07 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 122251 members 
Entering Unmasked Estep 
Score: -20102796.000000 Penalty: 5890.063477
	Iteration 9F: 3 clusters Score -2.01028e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -20106358.000000 Penalty: 5890.063477
	Iteration 10Q: 3 clusters Score -2.010636e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 129452 members 
Entering Unmasked Estep 
Score: -20108602.000000 Penalty: 5890.063477
	Iteration 11Q: 3 clusters Score -2.01086e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 131489 members 
Entering Unmasked Estep 
Score: -20109944.000000 Penalty: 5890.063477
	Iteration 12Q: 3 clusters Score -2.010994e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 133138 members 
Entering Unmasked Estep 
Score: -20110846.000000 Penalty: 5890.063477
	Iteration 13Q: 3 clusters Score -2.011085e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -20111668.000000 Penalty: 5890.063477
	Iteration 14Q: 3 clusters Score -2.011167e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 135624 members 
Entering Unmasked Estep 
Score: -20112334.000000 Penalty: 5890.063477
	Iteration 15Q: 3 clusters Score -2.011233e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 136493 members 
Entering Unmasked Estep 
Score: -20112876.000000 Penalty: 5890.063477
	Iteration 16Q: 3 clusters Score -2.011288e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 137196 members 
Entering Unmasked Estep 
Score: -20113522.000000 Penalty: 5890.063477
	Iteration 17Q: 3 clusters Score -2.011352e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -20114244.000000 Penalty: 5890.063477
	Iteration 18Q: 3 clusters Score -2.011424e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 138192 members 
Entering Unmasked Estep 
Score: -20115044.000000 Penalty: 5890.063477
	Iteration 19Q: 3 clusters Score -2.011504e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 138340 members 
Entering Unmasked Estep 
Score: -20115660.000000 Penalty: 5890.063477
	Iteration 20F: 3 clusters Score -2.011566e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 138218 members 
Entering Unmasked Estep 
Score: -20116118.000000 Penalty: 5890.063477
	Iteration 21Q: 3 clusters Score -2.011612e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 138015 members 
Entering Unmasked Estep 
Score: -20116448.000000 Penalty: 5890.063477
	Iteration 22Q: 3 clusters Score -2.011645e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 137735 members 
Entering Unmasked Estep 
Score: -20116680.000000 Penalty: 5890.063477
	Iteration 23Q: 3 clusters Score -2.011668e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 137436 members 
Entering Unmasked Estep 
Score: -20116820.000000 Penalty: 5890.063477
	Iteration 24Q: 3 clusters Score -2.011682e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 137089 members 
Entering Unmasked Estep 
Score: -20116906.000000 Penalty: 5890.063477
	Iteration 25Q: 3 clusters Score -2.011691e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 136750 members 
Entering Unmasked Estep 
Score: -20117098.000000 Penalty: 5890.063477
	Iteration 26Q: 3 clusters Score -2.01171e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 136403 members 
Entering Unmasked Estep 
Score: -20117176.000000 Penalty: 5890.063477
	Iteration 27Q: 3 clusters Score -2.011718e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 136078 members 
Entering Unmasked Estep 
Score: -20117226.000000 Penalty: 5890.063477
	Iteration 28Q: 3 clusters Score -2.011723e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 135780 members 
Entering Unmasked Estep 
Score: -20117250.000000 Penalty: 5890.063477
	Iteration 29Q: 3 clusters Score -2.011725e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 135487 members 
Entering Unmasked Estep 
Score: -20117276.000000 Penalty: 5890.063477
	Iteration 30Q: 3 clusters Score -2.011728e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 135171 members 
Entering Unmasked Estep 
Score: -20117300.000000 Penalty: 5890.063477
	Iteration 31Q: 3 clusters Score -2.01173e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 134833 members 
Entering Unmasked Estep 
Score: -20117338.000000 Penalty: 5890.063477
	Iteration 32Q: 3 clusters Score -2.011734e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 134507 members 
Entering Unmasked Estep 
Score: -20117346.000000 Penalty: 5890.063477
	Iteration 33Q: 3 clusters Score -2.011735e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 134153 members 
Entering Unmasked Estep 
Score: -20117392.000000 Penalty: 5890.063477
	Iteration 34Q: 3 clusters Score -2.011739e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -20117424.000000 Penalty: 5890.063477
	Iteration 35Q: 3 clusters Score -2.011742e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 133424 members 
Entering Unmasked Estep 
Score: -20117530.000000 Penalty: 5890.063477
	Iteration 36Q: 3 clusters Score -2.011753e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 133037 members 
Entering Unmasked Estep 
Score: -20117572.000000 Penalty: 5890.063477
	Iteration 37Q: 3 clusters Score -2.011757e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 132641 members 
Entering Unmasked Estep 
Score: -20117632.000000 Penalty: 5890.063477
	Iteration 38Q: 3 clusters Score -2.011763e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 132274 members 
Entering Unmasked Estep 
Score: -20117730.000000 Penalty: 5890.063477
	Iteration 39Q: 3 clusters Score -2.011773e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 131897 members 
Entering Unmasked Estep 
Score: -20117858.000000 Penalty: 5890.063477
	Iteration 40F: 3 clusters Score -2.011786e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 131466 members 
Entering Unmasked Estep 
Score: -20117914.000000 Penalty: 5890.063477
	Iteration 41Q: 3 clusters Score -2.011791e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -20117962.000000 Penalty: 5890.063477
	Iteration 42Q: 3 clusters Score -2.011796e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 130550 members 
Entering Unmasked Estep 
Score: -20118022.000000 Penalty: 5890.063477
	Iteration 43Q: 3 clusters Score -2.011802e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 130116 members 
Entering Unmasked Estep 
Score: -20118148.000000 Penalty: 5890.063477
	Iteration 44Q: 3 clusters Score -2.011815e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -20118238.000000 Penalty: 5890.063477
	Iteration 45Q: 3 clusters Score -2.011824e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -20118242.000000 Penalty: 5890.063477
	Iteration 46Q: 3 clusters Score -2.011824e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 128944 members 
Entering Unmasked Estep 
Score: -20118284.000000 Penalty: 5890.063477
	Iteration 47Q: 3 clusters Score -2.011828e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -20118272.000000 Penalty: 5890.063477
	Iteration 48Q: 3 clusters Score -2.011827e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 128226 members 
Entering Unmasked Estep 
Score: -20118358.000000 Penalty: 5890.063477
	Iteration 49Q: 3 clusters Score -2.011836e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 127872 members 
Entering Unmasked Estep 
Score: -20118376.000000 Penalty: 5890.063477
	Iteration 50Q: 3 clusters Score -2.011838e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 127533 members 
Entering Unmasked Estep 
Score: -20118398.000000 Penalty: 5890.063477
	Iteration 51Q: 3 clusters Score -2.01184e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 127232 members 
Entering Unmasked Estep 
Score: -20118490.000000 Penalty: 5890.063477
	Iteration 52Q: 3 clusters Score -2.011849e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
Score: -20118500.000000 Penalty: 5890.063477
	Iteration 53Q: 3 clusters Score -2.01185e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 126679 members 
Entering Unmasked Estep 
Score: -20118502.000000 Penalty: 5890.063477
	Iteration 54Q: 3 clusters Score -2.01185e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 126450 members 
Entering Unmasked Estep 
Score: -20118516.000000 Penalty: 5890.063477
	Iteration 55Q: 3 clusters Score -2.011852e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 126227 members 
Entering Unmasked Estep 
Score: -20118500.000000 Penalty: 5890.063477
	Iteration 56Q: 3 clusters Score -2.01185e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 126028 members 
Entering Unmasked Estep 
Score: -20118502.000000 Penalty: 5890.063477
	Iteration 57Q: 3 clusters Score -2.01185e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 125833 members 
Entering Unmasked Estep 
Score: -20118548.000000 Penalty: 5890.063477
	Iteration 58Q: 3 clusters Score -2.011855e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -20118520.000000 Penalty: 5890.063477
	Iteration 59Q: 3 clusters Score -2.011852e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 125481 members 
Entering Unmasked Estep 
Score: -20118516.000000 Penalty: 5890.063477
	Iteration 60F: 3 clusters Score -2.011852e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 125329 members 
Entering Unmasked Estep 
Score: -20118532.000000 Penalty: 5890.063477
	Iteration 61Q: 3 clusters Score -2.011853e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 125203 members 
Entering Unmasked Estep 
Score: -20118578.000000 Penalty: 5890.063477
	Iteration 62Q: 3 clusters Score -2.011858e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 125095 members 
Entering Unmasked Estep 
Score: -20118616.000000 Penalty: 5890.063477
	Iteration 63Q: 3 clusters Score -2.011862e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 124986 members 
Entering Unmasked Estep 
Score: -20118590.000000 Penalty: 5890.063477
	Iteration 64Q: 3 clusters Score -2.011859e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 124874 members 
Entering Unmasked Estep 
Score: -20118588.000000 Penalty: 5890.063477
	Iteration 65Q: 3 clusters Score -2.011859e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 124778 members 
Entering Unmasked Estep 
Score: -20118630.000000 Penalty: 5890.063477
	Iteration 66Q: 3 clusters Score -2.011863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 124687 members 
Entering Unmasked Estep 
Score: -20118652.000000 Penalty: 5890.063477
	Iteration 67Q: 3 clusters Score -2.011865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 124609 members 
Entering Unmasked Estep 
Score: -20118660.000000 Penalty: 5890.063477
	Iteration 68Q: 3 clusters Score -2.011866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 124525 members 
Entering Unmasked Estep 
Score: -20118674.000000 Penalty: 5890.063477
	Iteration 69Q: 3 clusters Score -2.011867e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -20118640.000000 Penalty: 5890.063477
	Iteration 70Q: 3 clusters Score -2.011864e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -20118652.000000 Penalty: 5890.063477
	Iteration 71Q: 3 clusters Score -2.011865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 124332 members 
Entering Unmasked Estep 
Score: -20118634.000000 Penalty: 5890.063477
	Iteration 72Q: 3 clusters Score -2.011863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 124270 members 
Entering Unmasked Estep 
Score: -20118636.000000 Penalty: 5890.063477
	Iteration 73Q: 3 clusters Score -2.011864e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 124223 members 
Entering Unmasked Estep 
Score: -20118646.000000 Penalty: 5890.063477
	Iteration 74Q: 3 clusters Score -2.011865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -20118650.000000 Penalty: 5890.063477
	Iteration 75Q: 3 clusters Score -2.011865e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -20118648.000000 Penalty: 5890.063477
	Iteration 76Q: 3 clusters Score -2.011865e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -20118634.000000 Penalty: 5890.063477
	Iteration 77Q: 3 clusters Score -2.011863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 124058 members 
Entering Unmasked Estep 
Score: -20118628.000000 Penalty: 5890.063477
	Iteration 78Q: 3 clusters Score -2.011863e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 124037 members 
Entering Unmasked Estep 
Score: -20118628.000000 Penalty: 5890.063477
	Iteration 79Q: 3 clusters Score -2.011863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -20118616.000000 Penalty: 5890.063477
	Iteration 80F: 3 clusters Score -2.011862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 124000 members 
Entering Unmasked Estep 
Score: -20118638.000000 Penalty: 5890.063477
	Iteration 81Q: 3 clusters Score -2.011864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 123984 members 
Entering Unmasked Estep 
Score: -20118634.000000 Penalty: 5890.063477
	Iteration 82Q: 3 clusters Score -2.011863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 123971 members 
Entering Unmasked Estep 
Score: -20118624.000000 Penalty: 5890.063477
	Iteration 83Q: 3 clusters Score -2.011862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 123957 members 
Entering Unmasked Estep 
Score: -20118646.000000 Penalty: 5890.063477
	Iteration 84Q: 3 clusters Score -2.011865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 123944 members 
Entering Unmasked Estep 
Score: -20118652.000000 Penalty: 5890.063477
	Iteration 85Q: 3 clusters Score -2.011865e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 123934 members 
Entering Unmasked Estep 
Score: -20118656.000000 Penalty: 5890.063477
	Iteration 86Q: 3 clusters Score -2.011866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 123924 members 
Entering Unmasked Estep 
Score: -20118638.000000 Penalty: 5890.063477
	Iteration 87Q: 3 clusters Score -2.011864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 123915 members 
Entering Unmasked Estep 
Score: -20118640.000000 Penalty: 5890.063477
	Iteration 88Q: 3 clusters Score -2.011864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -20118646.000000 Penalty: 5890.063477
	Iteration 89Q: 3 clusters Score -2.011865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 123888 members 
Entering Unmasked Estep 
Score: -20118652.000000 Penalty: 5890.063477
	Iteration 90Q: 3 clusters Score -2.011865e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 123870 members 
Entering Unmasked Estep 
Score: -20118648.000000 Penalty: 5890.063477
	Iteration 91Q: 3 clusters Score -2.011865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 123858 members 
Entering Unmasked Estep 
Score: -20118654.000000 Penalty: 5890.063477
	Iteration 92Q: 3 clusters Score -2.011865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 123852 members 
Entering Unmasked Estep 
Score: -20118644.000000 Penalty: 5890.063477
	Iteration 93Q: 3 clusters Score -2.011864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -20118636.000000 Penalty: 5890.063477
	Iteration 94Q: 3 clusters Score -2.011864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -20118630.000000 Penalty: 5890.063477
	Iteration 95Q: 3 clusters Score -2.011863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 123826 members 
Entering Unmasked Estep 
Score: -20118636.000000 Penalty: 5890.063477
	Iteration 96Q: 3 clusters Score -2.011864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 123819 members 
Entering Unmasked Estep 
Score: -20118636.000000 Penalty: 5890.063477
	Iteration 97Q: 3 clusters Score -2.011864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 123815 members 
Entering Unmasked Estep 
Score: -20118650.000000 Penalty: 5890.063477
	Iteration 98Q: 3 clusters Score -2.011865e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 123812 members 
Entering Unmasked Estep 
Score: -20118648.000000 Penalty: 5890.063477
	Iteration 99Q: 3 clusters Score -2.011865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -20118642.000000 Penalty: 5890.063477
	Iteration 100F: 3 clusters Score -2.011864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 123808 members 
Entering Unmasked Estep 
Score: -20118638.000000 Penalty: 5890.063477
	Iteration 101Q: 3 clusters Score -2.011864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -20118644.000000 Penalty: 5890.063477
	Iteration 102Q: 3 clusters Score -2.011864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 123807 members 
Entering Unmasked Estep 
Score: -20118644.000000 Penalty: 5890.063477
	Iteration 103F: 3 clusters Score -2.011864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155977 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145163 members 
Mstep: Class 7 contains 29330 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 31388 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 123807 members 
Mstep: Class 17 contains 19842 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
Score: -84933296.000000 Penalty: 62815.007812
Splitting cluster 17 changes total score from -84931960.000000 to -84933296.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 19 (23331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Entering Unmasked Estep 
Score: -3304604.500000 Penalty: 2494.269531
	Iteration 0F: 2 clusters Score -3304604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3288310.500000 Penalty: 4988.539062
	Iteration 0F: 3 clusters Score -3288310 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3293936.500000 Penalty: 4988.539062
	Iteration 1F: 3 clusters Score -3293936 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -3294433.750000 Penalty: 4988.539062
	Iteration 2F: 3 clusters Score -3294434 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -3294949.750000 Penalty: 4988.539062
	Iteration 3Q: 3 clusters Score -3294950 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3295563.750000 Penalty: 4988.539062
	Iteration 4Q: 3 clusters Score -3295564 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3296395.500000 Penalty: 4988.539062
	Iteration 5F: 3 clusters Score -3296396 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3297447.500000 Penalty: 4988.539062
	Iteration 6F: 3 clusters Score -3297448 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3298723.000000 Penalty: 4988.539062
	Iteration 7F: 3 clusters Score -3298723 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3300026.250000 Penalty: 4988.539062
	Iteration 8F: 3 clusters Score -3300026 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3300989.250000 Penalty: 4988.539062
	Iteration 9Q: 3 clusters Score -3300989 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3301563.500000 Penalty: 4988.539062
	Iteration 10Q: 3 clusters Score -3301564 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3301939.000000 Penalty: 4988.539062
	Iteration 11Q: 3 clusters Score -3301939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3302124.000000 Penalty: 4988.539062
	Iteration 12Q: 3 clusters Score -3302124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3302215.750000 Penalty: 4988.539062
	Iteration 13Q: 3 clusters Score -3302216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3302282.250000 Penalty: 4988.539062
	Iteration 14Q: 3 clusters Score -3302282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3302305.500000 Penalty: 4988.539062
	Iteration 15Q: 3 clusters Score -3302306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3302332.250000 Penalty: 4988.539062
	Iteration 16Q: 3 clusters Score -3302332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3302352.750000 Penalty: 4988.539062
	Iteration 17Q: 3 clusters Score -3302353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3302370.500000 Penalty: 4988.539062
	Iteration 18Q: 3 clusters Score -3302370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3302382.250000 Penalty: 4988.539062
	Iteration 19Q: 3 clusters Score -3302382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3302391.000000 Penalty: 4988.539062
	Iteration 20F: 3 clusters Score -3302391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -3302402.000000 Penalty: 4988.539062
	Iteration 21Q: 3 clusters Score -3302402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3302417.250000 Penalty: 4988.539062
	Iteration 22Q: 3 clusters Score -3302417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3302430.500000 Penalty: 4988.539062
	Iteration 23Q: 3 clusters Score -3302430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3302446.250000 Penalty: 4988.539062
	Iteration 24Q: 3 clusters Score -3302446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3302452.000000 Penalty: 4988.539062
	Iteration 25Q: 3 clusters Score -3302452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3302463.000000 Penalty: 4988.539062
	Iteration 26Q: 3 clusters Score -3302463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3302474.500000 Penalty: 4988.539062
	Iteration 27Q: 3 clusters Score -3302474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3302482.500000 Penalty: 4988.539062
	Iteration 28Q: 3 clusters Score -3302482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3302486.000000 Penalty: 4988.539062
	Iteration 29Q: 3 clusters Score -3302486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3302493.000000 Penalty: 4988.539062
	Iteration 30Q: 3 clusters Score -3302493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3302494.750000 Penalty: 4988.539062
	Iteration 31Q: 3 clusters Score -3302495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3302497.000000 Penalty: 4988.539062
	Iteration 32Q: 3 clusters Score -3302497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3302500.750000 Penalty: 4988.539062
	Iteration 33Q: 3 clusters Score -3302501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3302496.500000 Penalty: 4988.539062
	Iteration 34Q: 3 clusters Score -3302496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3302496.500000 Penalty: 4988.539062
	Iteration 35F: 3 clusters Score -3302496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Entering Unmasked Estep 
Score: -4421431.500000 Penalty: 2566.076660
	Iteration 0F: 2 clusters Score -4421432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4400057.000000 Penalty: 5132.153320
	Iteration 0F: 3 clusters Score -4400057 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4407998.500000 Penalty: 5132.153320
	Iteration 1F: 3 clusters Score -4407998 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -4408602.500000 Penalty: 5132.153320
	Iteration 2F: 3 clusters Score -4408602 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -4409312.500000 Penalty: 5132.153320
	Iteration 3F: 3 clusters Score -4409312 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4410277.000000 Penalty: 5132.153320
	Iteration 4F: 3 clusters Score -4410277 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -4411600.500000 Penalty: 5132.153320
	Iteration 5F: 3 clusters Score -4411600 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -4413341.000000 Penalty: 5132.153320
	Iteration 6F: 3 clusters Score -4413341 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -4415163.000000 Penalty: 5132.153320
	Iteration 7F: 3 clusters Score -4415163 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4416624.000000 Penalty: 5132.153320
	Iteration 8F: 3 clusters Score -4416624 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4417608.000000 Penalty: 5132.153320
	Iteration 9Q: 3 clusters Score -4417608 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -4418180.000000 Penalty: 5132.153320
	Iteration 10Q: 3 clusters Score -4418180 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -4418532.000000 Penalty: 5132.153320
	Iteration 11Q: 3 clusters Score -4418532 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4418781.000000 Penalty: 5132.153320
	Iteration 12Q: 3 clusters Score -4418781 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -4418920.000000 Penalty: 5132.153320
	Iteration 13Q: 3 clusters Score -4418920 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4419020.500000 Penalty: 5132.153320
	Iteration 14Q: 3 clusters Score -4419020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -4419092.000000 Penalty: 5132.153320
	Iteration 15Q: 3 clusters Score -4419092 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4419193.500000 Penalty: 5132.153320
	Iteration 16Q: 3 clusters Score -4419194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4419261.500000 Penalty: 5132.153320
	Iteration 17Q: 3 clusters Score -4419262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4419287.500000 Penalty: 5132.153320
	Iteration 18Q: 3 clusters Score -4419288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4419314.500000 Penalty: 5132.153320
	Iteration 19Q: 3 clusters Score -4419314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4419366.000000 Penalty: 5132.153320
	Iteration 20F: 3 clusters Score -4419366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4419406.000000 Penalty: 5132.153320
	Iteration 21Q: 3 clusters Score -4419406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -4419421.000000 Penalty: 5132.153320
	Iteration 22Q: 3 clusters Score -4419421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4419439.500000 Penalty: 5132.153320
	Iteration 23Q: 3 clusters Score -4419440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4419450.000000 Penalty: 5132.153320
	Iteration 24Q: 3 clusters Score -4419450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4419462.000000 Penalty: 5132.153320
	Iteration 25Q: 3 clusters Score -4419462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4419470.000000 Penalty: 5132.153320
	Iteration 26Q: 3 clusters Score -4419470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -4419482.000000 Penalty: 5132.153320
	Iteration 27Q: 3 clusters Score -4419482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -4419485.500000 Penalty: 5132.153320
	Iteration 28Q: 3 clusters Score -4419486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4419490.000000 Penalty: 5132.153320
	Iteration 29Q: 3 clusters Score -4419490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -4419494.000000 Penalty: 5132.153320
	Iteration 30Q: 3 clusters Score -4419494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4419508.000000 Penalty: 5132.153320
	Iteration 31Q: 3 clusters Score -4419508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -4419508.500000 Penalty: 5132.153320
	Iteration 32Q: 3 clusters Score -4419508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -4419498.500000 Penalty: 5132.153320
	Iteration 33Q: 3 clusters Score -4419498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -4419503.000000 Penalty: 5132.153320
	Iteration 34Q: 3 clusters Score -4419503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4419509.000000 Penalty: 5132.153320
	Iteration 35Q: 3 clusters Score -4419509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -4419506.000000 Penalty: 5132.153320
	Iteration 36Q: 3 clusters Score -4419506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30354 members 
Entering Unmasked Estep 
Score: -4419505.000000 Penalty: 5132.153320
	Iteration 37Q: 3 clusters Score -4419505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -4419505.000000 Penalty: 5132.153320
	Iteration 38Q: 3 clusters Score -4419505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4419507.500000 Penalty: 5132.153320
	Iteration 39Q: 3 clusters Score -4419508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4419504.000000 Penalty: 5132.153320
	Iteration 40F: 3 clusters Score -4419504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4419503.000000 Penalty: 5132.153320
	Iteration 41Q: 3 clusters Score -4419503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -4419507.500000 Penalty: 5132.153320
	Iteration 42Q: 3 clusters Score -4419508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -4419507.000000 Penalty: 5132.153320
	Iteration 43Q: 3 clusters Score -4419507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -4419511.500000 Penalty: 5132.153320
	Iteration 44Q: 3 clusters Score -4419512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4419521.500000 Penalty: 5132.153320
	Iteration 45Q: 3 clusters Score -4419522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4419522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4419528.000000 Penalty: 5132.153320
	Iteration 47Q: 3 clusters Score -4419528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -4419530.000000 Penalty: 5132.153320
	Iteration 48Q: 3 clusters Score -4419530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4419528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -4419535.000000 Penalty: 5132.153320
	Iteration 50Q: 3 clusters Score -4419535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -4419541.500000 Penalty: 5132.153320
	Iteration 51Q: 3 clusters Score -4419542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4419544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4419545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4419538.500000 Penalty: 5132.153320
	Iteration 54Q: 3 clusters Score -4419538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4419538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -4419540.500000 Penalty: 5132.153320
	Iteration 56Q: 3 clusters Score -4419540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4419540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4419541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4419542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4419542.000000 Penalty: 5132.153320
	Iteration 60F: 3 clusters Score -4419542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 155977 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 145163 members 
Mstep: Class 7 contains 29330 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26055 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 13 contains 21319 members 
Mstep: Class 14 contains 31388 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 17 contains 19842 members 
Mstep: Class 19 contains 23331 members 
Mstep: Class 20 contains 31166 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 159Q: 20 clusters Score -8.49366e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156638 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146048 members 
Mstep: Class 7 contains 29560 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26267 members 
Mstep: Class 11 contains 1514 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 21326 members 
Mstep: Class 14 contains 31393 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 120688 members 
Mstep: Class 17 contains 20692 members 
Mstep: Class 19 contains 23451 members 
Mstep: Class 20 contains 31313 members 
Entering Unmasked Estep 
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Iteration 160F: 20 clusters Score -8.493831e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156775 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146229 members 
Mstep: Class 7 contains 29601 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26359 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21302 members 
Mstep: Class 14 contains 31411 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 119815 members 
Mstep: Class 17 contains 21255 members 
Mstep: Class 19 contains 23359 members 
Mstep: Class 20 contains 31275 members 
Entering Unmasked Estep 
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Iteration 161Q: 20 clusters Score -8.493958e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156874 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146312 members 
Mstep: Class 7 contains 29648 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26450 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1974 members 
Mstep: Class 13 contains 21282 members 
Mstep: Class 14 contains 31425 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 119034 members 
Mstep: Class 17 contains 21801 members 
Mstep: Class 19 contains 23296 members 
Mstep: Class 20 contains 31257 members 
Entering Unmasked Estep 
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Iteration 162Q: 20 clusters Score -8.494036e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156947 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146394 members 
Mstep: Class 7 contains 29697 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26520 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 21273 members 
Mstep: Class 14 contains 31428 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 118353 members 
Mstep: Class 17 contains 22274 members 
Mstep: Class 19 contains 23237 members 
Mstep: Class 20 contains 31256 members 
Entering Unmasked Estep 
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Iteration 163Q: 20 clusters Score -8.49405e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157031 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146444 members 
Mstep: Class 7 contains 29722 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26591 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 21254 members 
Mstep: Class 14 contains 31406 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 117820 members 
Mstep: Class 17 contains 22698 members 
Mstep: Class 19 contains 23171 members 
Mstep: Class 20 contains 31241 members 
Entering Unmasked Estep 
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Iteration 164Q: 20 clusters Score -8.49413e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157081 members 
Mstep: Class 5 contains 486 members 
Mstep: Class 6 contains 146401 members 
Mstep: Class 7 contains 29762 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26632 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 13 contains 21236 members 
Mstep: Class 14 contains 31392 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 117453 members 
Mstep: Class 17 contains 23066 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 31231 members 
Entering Unmasked Estep 
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Iteration 165Q: 20 clusters Score -8.494152e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157147 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 146298 members 
Mstep: Class 7 contains 29805 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26684 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21232 members 
Mstep: Class 14 contains 31369 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 117106 members 
Mstep: Class 17 contains 23415 members 
Mstep: Class 19 contains 23096 members 
Mstep: Class 20 contains 31221 members 
Entering Unmasked Estep 
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Iteration 166Q: 20 clusters Score -8.49421e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157156 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 146163 members 
Mstep: Class 7 contains 29852 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26744 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21222 members 
Mstep: Class 14 contains 31344 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116873 members 
Mstep: Class 17 contains 23739 members 
Mstep: Class 19 contains 23066 members 
Mstep: Class 20 contains 31213 members 
Entering Unmasked Estep 
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Iteration 167Q: 20 clusters Score -8.494236e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157133 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 146057 members 
Mstep: Class 7 contains 29874 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26808 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21207 members 
Mstep: Class 14 contains 31313 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116709 members 
Mstep: Class 17 contains 23999 members 
Mstep: Class 19 contains 23048 members 
Mstep: Class 20 contains 31223 members 
Entering Unmasked Estep 
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Iteration 168Q: 20 clusters Score -8.494261e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157065 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145987 members 
Mstep: Class 7 contains 29897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26871 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21188 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116597 members 
Mstep: Class 17 contains 24241 members 
Mstep: Class 19 contains 23031 members 
Mstep: Class 20 contains 31217 members 
Entering Unmasked Estep 
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Iteration 169Q: 20 clusters Score -8.494234e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 157002 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145859 members 
Mstep: Class 7 contains 29927 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 26950 members 
Mstep: Class 11 contains 1502 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21174 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116525 members 
Mstep: Class 17 contains 24446 members 
Mstep: Class 19 contains 23020 members 
Mstep: Class 20 contains 31221 members 
Entering Unmasked Estep 
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Iteration 170Q: 20 clusters Score -8.494227e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
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Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156960 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145772 members 
Mstep: Class 7 contains 29952 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27010 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21166 members 
Mstep: Class 14 contains 31225 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116463 members 
Mstep: Class 17 contains 24590 members 
Mstep: Class 19 contains 22999 members 
Mstep: Class 20 contains 31238 members 
Entering Unmasked Estep 
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Iteration 171Q: 20 clusters Score -8.494254e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
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Mstep: Class 4 contains 156851 members 
Mstep: Class 5 contains 485 members 
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Mstep: Class 7 contains 29974 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27041 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21160 members 
Mstep: Class 14 contains 31209 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116430 members 
Mstep: Class 17 contains 24712 members 
Mstep: Class 19 contains 22988 members 
Mstep: Class 20 contains 31254 members 
Entering Unmasked Estep 
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Iteration 172Q: 20 clusters Score -8.494248e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
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Mstep: Class 4 contains 156777 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145725 members 
Mstep: Class 7 contains 30003 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27076 members 
Mstep: Class 11 contains 1508 members 
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Mstep: Class 13 contains 21153 members 
Mstep: Class 14 contains 31186 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116374 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 19 contains 22989 members 
Mstep: Class 20 contains 31278 members 
Entering Unmasked Estep 
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Iteration 173Q: 20 clusters Score -8.494269e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
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Mstep: Class 4 contains 156713 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145703 members 
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Mstep: Class 10 contains 27096 members 
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Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21143 members 
Mstep: Class 14 contains 31162 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116378 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 19 contains 22979 members 
Mstep: Class 20 contains 31293 members 
Entering Unmasked Estep 
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Iteration 174Q: 20 clusters Score -8.494268e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156629 members 
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Mstep: Class 6 contains 145690 members 
Mstep: Class 7 contains 30024 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27118 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21133 members 
Mstep: Class 14 contains 31144 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116385 members 
Mstep: Class 17 contains 24963 members 
Mstep: Class 19 contains 22976 members 
Mstep: Class 20 contains 31309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942840.000000 Penalty: 62815.007812
Iteration 175Q: 20 clusters Score -8.494284e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156558 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145681 members 
Mstep: Class 7 contains 30029 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27150 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21130 members 
Mstep: Class 14 contains 31120 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116396 members 
Mstep: Class 17 contains 24999 members 
Mstep: Class 19 contains 22982 members 
Mstep: Class 20 contains 31324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942632.000000 Penalty: 62815.007812
Iteration 176Q: 20 clusters Score -8.494263e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156489 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145661 members 
Mstep: Class 7 contains 30051 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27188 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21137 members 
Mstep: Class 14 contains 31094 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116376 members 
Mstep: Class 17 contains 25051 members 
Mstep: Class 19 contains 22983 members 
Mstep: Class 20 contains 31338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942856.000000 Penalty: 62815.007812
Iteration 177Q: 20 clusters Score -8.494286e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156450 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145648 members 
Mstep: Class 7 contains 30065 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27204 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21135 members 
Mstep: Class 14 contains 31074 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116369 members 
Mstep: Class 17 contains 25093 members 
Mstep: Class 19 contains 22986 members 
Mstep: Class 20 contains 31345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942864.000000 Penalty: 62815.007812
Iteration 178Q: 20 clusters Score -8.494286e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156416 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145640 members 
Mstep: Class 7 contains 30077 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27227 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21137 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116327 members 
Mstep: Class 17 contains 25131 members 
Mstep: Class 19 contains 22997 members 
Mstep: Class 20 contains 31358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84942952.000000 Penalty: 62815.007812
Iteration 179Q: 20 clusters Score -8.494295e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156399 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145615 members 
Mstep: Class 7 contains 30085 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27253 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21141 members 
Mstep: Class 14 contains 31046 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116287 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 19 contains 22999 members 
Mstep: Class 20 contains 31376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943104.000000 Penalty: 62815.007812
Iteration 180F: 20 clusters Score -8.49431e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156387 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145608 members 
Mstep: Class 7 contains 30090 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27272 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21147 members 
Mstep: Class 14 contains 31028 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116256 members 
Mstep: Class 17 contains 25199 members 
Mstep: Class 19 contains 23000 members 
Mstep: Class 20 contains 31384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943152.000000 Penalty: 62815.007812
Iteration 181Q: 20 clusters Score -8.494315e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156369 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145609 members 
Mstep: Class 7 contains 30095 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27285 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21153 members 
Mstep: Class 14 contains 31019 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116211 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 19 contains 23012 members 
Mstep: Class 20 contains 31399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943328.000000 Penalty: 62815.007812
Iteration 182Q: 20 clusters Score -8.494333e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156343 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145594 members 
Mstep: Class 7 contains 30100 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27298 members 
Mstep: Class 11 contains 1509 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21161 members 
Mstep: Class 14 contains 31014 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116190 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 19 contains 23017 members 
Mstep: Class 20 contains 31416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 183Q: 20 clusters Score -8.49433e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156328 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145586 members 
Mstep: Class 7 contains 30103 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27308 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21165 members 
Mstep: Class 14 contains 30998 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116177 members 
Mstep: Class 17 contains 25258 members 
Mstep: Class 19 contains 23028 members 
Mstep: Class 20 contains 31421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 184Q: 20 clusters Score -8.494327e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156322 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145579 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27311 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21171 members 
Mstep: Class 14 contains 30986 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116155 members 
Mstep: Class 17 contains 25269 members 
Mstep: Class 19 contains 23042 members 
Mstep: Class 20 contains 31428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943336.000000 Penalty: 62815.007812
Iteration 185Q: 20 clusters Score -8.494334e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156307 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145566 members 
Mstep: Class 7 contains 30113 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27319 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21177 members 
Mstep: Class 14 contains 30977 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116134 members 
Mstep: Class 17 contains 25293 members 
Mstep: Class 19 contains 23052 members 
Mstep: Class 20 contains 31434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943472.000000 Penalty: 62815.007812
Iteration 186Q: 20 clusters Score -8.494347e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156301 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145544 members 
Mstep: Class 7 contains 30120 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27326 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21189 members 
Mstep: Class 14 contains 30971 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116115 members 
Mstep: Class 17 contains 25309 members 
Mstep: Class 19 contains 23058 members 
Mstep: Class 20 contains 31439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943400.000000 Penalty: 62815.007812
Iteration 187Q: 20 clusters Score -8.49434e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156297 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145549 members 
Mstep: Class 7 contains 30120 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27330 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21194 members 
Mstep: Class 14 contains 30965 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116077 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 19 contains 23065 members 
Mstep: Class 20 contains 31450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943288.000000 Penalty: 62815.007812
Iteration 188Q: 20 clusters Score -8.494329e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156295 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145541 members 
Mstep: Class 7 contains 30125 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27340 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21196 members 
Mstep: Class 14 contains 30959 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 116042 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 19 contains 23071 members 
Mstep: Class 20 contains 31455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 189Q: 20 clusters Score -8.494331e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156292 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145545 members 
Mstep: Class 7 contains 30131 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27353 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21199 members 
Mstep: Class 14 contains 30954 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115991 members 
Mstep: Class 17 contains 25366 members 
Mstep: Class 19 contains 23076 members 
Mstep: Class 20 contains 31467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 190Q: 20 clusters Score -8.494327e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156292 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145541 members 
Mstep: Class 7 contains 30132 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27359 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 30948 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115969 members 
Mstep: Class 17 contains 25373 members 
Mstep: Class 19 contains 23076 members 
Mstep: Class 20 contains 31478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943328.000000 Penalty: 62815.007812
Iteration 191Q: 20 clusters Score -8.494333e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156280 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145542 members 
Mstep: Class 7 contains 30138 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27362 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 30942 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115949 members 
Mstep: Class 17 contains 25378 members 
Mstep: Class 19 contains 23086 members 
Mstep: Class 20 contains 31490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943192.000000 Penalty: 62815.007812
Iteration 192Q: 20 clusters Score -8.494319e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156279 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145537 members 
Mstep: Class 7 contains 30146 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27365 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 30938 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115925 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 20 contains 31502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943152.000000 Penalty: 62815.007812
Iteration 193Q: 20 clusters Score -8.494315e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156305 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145507 members 
Mstep: Class 7 contains 30148 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27368 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21206 members 
Mstep: Class 14 contains 30933 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115913 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 19 contains 23089 members 
Mstep: Class 20 contains 31514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943264.000000 Penalty: 62815.007812
Iteration 194Q: 20 clusters Score -8.494326e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156309 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145494 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27369 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21210 members 
Mstep: Class 14 contains 30934 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115901 members 
Mstep: Class 17 contains 25390 members 
Mstep: Class 19 contains 23090 members 
Mstep: Class 20 contains 31522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943216.000000 Penalty: 62815.007812
Iteration 195Q: 20 clusters Score -8.494322e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156313 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145470 members 
Mstep: Class 7 contains 30157 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27374 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21217 members 
Mstep: Class 14 contains 30932 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115899 members 
Mstep: Class 17 contains 25389 members 
Mstep: Class 19 contains 23091 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943200.000000 Penalty: 62815.007812
Iteration 196Q: 20 clusters Score -8.49432e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156320 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145463 members 
Mstep: Class 7 contains 30157 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27375 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21215 members 
Mstep: Class 14 contains 30927 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115907 members 
Mstep: Class 17 contains 25385 members 
Mstep: Class 19 contains 23092 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943232.000000 Penalty: 62815.007812
Iteration 197Q: 20 clusters Score -8.494323e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156309 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145461 members 
Mstep: Class 7 contains 30160 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27379 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21219 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115915 members 
Mstep: Class 17 contains 25383 members 
Mstep: Class 19 contains 23092 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943088.000000 Penalty: 62815.007812
Iteration 198Q: 20 clusters Score -8.494309e+07 nChanged 107
Entering ConstructFrom: 
Score: -84943088.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -28351.894531 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -28351.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -27208.960938 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -27208.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27402.550781 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -27402.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27493.648438 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -27493.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27531.339844 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -27531.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27563.810547 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -27563.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27581.496094 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -27581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -27594.199219 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -27594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27599.962891 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -27599.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27599.962891 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -27599.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -85390.460938 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -85390.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -83760.726562 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -83760.73 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84142.476562 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -84142.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84226.093750 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -84226.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84291.742188 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -84291.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84392.390625 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -84392.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -84507.890625 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -84507.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84593.421875 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -84593.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84661.437500 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -84661.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -84703.156250 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -84703.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84732.750000 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -84732.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84749.218750 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -84749.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -84756.054688 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -84756.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84758.296875 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -84758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84758.296875 Penalty: 3240.759277
	Iteration 13F: 3 clusters Score -84758.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 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 420 members 
Entering Unmasked Estep 
Score: -102757.867188 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102757.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -103119.679688 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103119.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103316.179688 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103316.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -103523.804688 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103523.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103671.992188 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103727.984375 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -103728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103737.312500 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -103737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103750.523438 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -103750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -103770.687500 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -103788.507812 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103788.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103798.773438 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103798.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -103813.148438 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103813.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -103824.148438 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -103824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -103834.953125 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -103835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103845.257812 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -103845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -103856.531250 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -103856.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103868.359375 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -103868.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103879.125000 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -103879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103883.656250 Penalty: 3347.384766
	Iteration 18Q: 3 clusters Score -103883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103892.820312 Penalty: 3347.384766
	Iteration 19Q: 3 clusters Score -103892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103901.039062 Penalty: 3347.384766
	Iteration 20F: 3 clusters Score -103901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103907.257812 Penalty: 3347.384766
	Iteration 21Q: 3 clusters Score -103907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103916.000000 Penalty: 3347.384766
	Iteration 22Q: 3 clusters Score -103916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103925.328125 Penalty: 3347.384766
	Iteration 23Q: 3 clusters Score -103925.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -103934.007812 Penalty: 3347.384766
	Iteration 24Q: 3 clusters Score -103934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103951.093750 Penalty: 3347.384766
	Iteration 25Q: 3 clusters Score -103951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103972.304688 Penalty: 3347.384766
	Iteration 26Q: 3 clusters Score -103972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104022.625000 Penalty: 3347.384766
	Iteration 27Q: 3 clusters Score -104022.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104071.953125 Penalty: 3347.384766
	Iteration 28Q: 3 clusters Score -104072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104129.187500 Penalty: 3347.384766
	Iteration 29Q: 3 clusters Score -104129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104201.335938 Penalty: 3347.384766
	Iteration 30Q: 3 clusters Score -104201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104232.335938 Penalty: 3347.384766
	Iteration 31Q: 3 clusters Score -104232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104299.117188 Penalty: 3347.384766
	Iteration 32Q: 3 clusters Score -104299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104335.796875 Penalty: 3347.384766
	Iteration 33Q: 3 clusters Score -104335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -104341.648438 Penalty: 3347.384766
	Iteration 34Q: 3 clusters Score -104341.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104347.234375 Penalty: 3347.384766
	Iteration 35Q: 3 clusters Score -104347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -104347.234375 Penalty: 3347.384766
	Iteration 36F: 3 clusters Score -104347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156286 members 
Entering Unmasked Estep 
Score: -21787500.000000 Penalty: 2965.941895
	Iteration 0F: 2 clusters Score -2.17875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -21684920.000000 Penalty: 5931.883789
	Iteration 0F: 3 clusters Score -2.168492e+07 nChanged 74616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -21727500.000000 Penalty: 5931.883789
	Iteration 1F: 3 clusters Score -2.17275e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -21728164.000000 Penalty: 5931.883789
	Iteration 2Q: 3 clusters Score -2.172816e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -21729276.000000 Penalty: 5931.883789
	Iteration 3Q: 3 clusters Score -2.172928e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76398 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -21730624.000000 Penalty: 5931.883789
	Iteration 4Q: 3 clusters Score -2.173062e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 80064 members 
Entering Unmasked Estep 
Score: -21732900.000000 Penalty: 5931.883789
	Iteration 5Q: 3 clusters Score -2.17329e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76288 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -21736106.000000 Penalty: 5931.883789
	Iteration 6Q: 3 clusters Score -2.173611e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77072 members 
Mstep: Class 2 contains 79214 members 
Entering Unmasked Estep 
Score: -21741410.000000 Penalty: 5931.883789
	Iteration 7F: 3 clusters Score -2.174141e+07 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -21749354.000000 Penalty: 5931.883789
	Iteration 8F: 3 clusters Score -2.174935e+07 nChanged 11807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -21759634.000000 Penalty: 5931.883789
	Iteration 9F: 3 clusters Score -2.175963e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 71445 members 
Entering Unmasked Estep 
Score: -21767380.000000 Penalty: 5931.883789
	Iteration 10F: 3 clusters Score -2.176738e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87177 members 
Mstep: Class 2 contains 69109 members 
Entering Unmasked Estep 
Score: -21770998.000000 Penalty: 5931.883789
	Iteration 11Q: 3 clusters Score -2.1771e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -21772748.000000 Penalty: 5931.883789
	Iteration 12Q: 3 clusters Score -2.177275e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 65236 members 
Entering Unmasked Estep 
Score: -21773806.000000 Penalty: 5931.883789
	Iteration 13Q: 3 clusters Score -2.177381e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92801 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -21774576.000000 Penalty: 5931.883789
	Iteration 14Q: 3 clusters Score -2.177458e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -21775282.000000 Penalty: 5931.883789
	Iteration 15Q: 3 clusters Score -2.177528e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -21775752.000000 Penalty: 5931.883789
	Iteration 16Q: 3 clusters Score -2.177575e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97772 members 
Mstep: Class 2 contains 58514 members 
Entering Unmasked Estep 
Score: -21776324.000000 Penalty: 5931.883789
	Iteration 17Q: 3 clusters Score -2.177632e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -21776624.000000 Penalty: 5931.883789
	Iteration 18Q: 3 clusters Score -2.177662e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 55076 members 
Entering Unmasked Estep 
Score: -21776940.000000 Penalty: 5931.883789
	Iteration 19Q: 3 clusters Score -2.177694e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -21777374.000000 Penalty: 5931.883789
	Iteration 20F: 3 clusters Score -2.177737e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104691 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -21777600.000000 Penalty: 5931.883789
	Iteration 21Q: 3 clusters Score -2.17776e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106401 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -21777942.000000 Penalty: 5931.883789
	Iteration 22Q: 3 clusters Score -2.177794e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108047 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -21778184.000000 Penalty: 5931.883789
	Iteration 23Q: 3 clusters Score -2.177818e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109654 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -21778330.000000 Penalty: 5931.883789
	Iteration 24Q: 3 clusters Score -2.177833e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -21778606.000000 Penalty: 5931.883789
	Iteration 25Q: 3 clusters Score -2.177861e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -21778848.000000 Penalty: 5931.883789
	Iteration 26Q: 3 clusters Score -2.177885e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -21779244.000000 Penalty: 5931.883789
	Iteration 27Q: 3 clusters Score -2.177924e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -21779482.000000 Penalty: 5931.883789
	Iteration 28Q: 3 clusters Score -2.177948e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118337 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -21779782.000000 Penalty: 5931.883789
	Iteration 29Q: 3 clusters Score -2.177978e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120089 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -21780046.000000 Penalty: 5931.883789
	Iteration 30Q: 3 clusters Score -2.178005e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -21780518.000000 Penalty: 5931.883789
	Iteration 31Q: 3 clusters Score -2.178052e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -21780952.000000 Penalty: 5931.883789
	Iteration 32Q: 3 clusters Score -2.178095e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125523 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -21781430.000000 Penalty: 5931.883789
	Iteration 33Q: 3 clusters Score -2.178143e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -21781952.000000 Penalty: 5931.883789
	Iteration 34Q: 3 clusters Score -2.178195e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129107 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -21782472.000000 Penalty: 5931.883789
	Iteration 35Q: 3 clusters Score -2.178247e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130771 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -21782778.000000 Penalty: 5931.883789
	Iteration 36Q: 3 clusters Score -2.178278e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132360 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -21783312.000000 Penalty: 5931.883789
	Iteration 37Q: 3 clusters Score -2.178331e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133868 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -21783822.000000 Penalty: 5931.883789
	Iteration 38Q: 3 clusters Score -2.178382e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135246 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -21784278.000000 Penalty: 5931.883789
	Iteration 39Q: 3 clusters Score -2.178428e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136475 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -21784640.000000 Penalty: 5931.883789
	Iteration 40F: 3 clusters Score -2.178464e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137691 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -21784996.000000 Penalty: 5931.883789
	Iteration 41Q: 3 clusters Score -2.1785e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138791 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -21785350.000000 Penalty: 5931.883789
	Iteration 42Q: 3 clusters Score -2.178535e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139764 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -21785628.000000 Penalty: 5931.883789
	Iteration 43Q: 3 clusters Score -2.178563e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140649 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -21785888.000000 Penalty: 5931.883789
	Iteration 44Q: 3 clusters Score -2.178589e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -21785880.000000 Penalty: 5931.883789
	Iteration 45Q: 3 clusters Score -2.178588e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142113 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -21786056.000000 Penalty: 5931.883789
	Iteration 46Q: 3 clusters Score -2.178606e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -21786246.000000 Penalty: 5931.883789
	Iteration 47Q: 3 clusters Score -2.178625e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143357 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -21786374.000000 Penalty: 5931.883789
	Iteration 48Q: 3 clusters Score -2.178637e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143919 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -21786508.000000 Penalty: 5931.883789
	Iteration 49Q: 3 clusters Score -2.178651e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144448 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -21786626.000000 Penalty: 5931.883789
	Iteration 50Q: 3 clusters Score -2.178663e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144917 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -21786708.000000 Penalty: 5931.883789
	Iteration 51Q: 3 clusters Score -2.178671e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145340 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -21786818.000000 Penalty: 5931.883789
	Iteration 52Q: 3 clusters Score -2.178682e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145697 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -21786892.000000 Penalty: 5931.883789
	Iteration 53Q: 3 clusters Score -2.178689e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146051 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -21786906.000000 Penalty: 5931.883789
	Iteration 54Q: 3 clusters Score -2.178691e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146372 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -21786978.000000 Penalty: 5931.883789
	Iteration 55Q: 3 clusters Score -2.178698e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146653 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -21787018.000000 Penalty: 5931.883789
	Iteration 56Q: 3 clusters Score -2.178702e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146926 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -21787142.000000 Penalty: 5931.883789
	Iteration 57Q: 3 clusters Score -2.178714e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147167 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -21787172.000000 Penalty: 5931.883789
	Iteration 58Q: 3 clusters Score -2.178717e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147375 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -21787182.000000 Penalty: 5931.883789
	Iteration 59Q: 3 clusters Score -2.178718e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147576 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -21787208.000000 Penalty: 5931.883789
	Iteration 60F: 3 clusters Score -2.178721e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -21787190.000000 Penalty: 5931.883789
	Iteration 61Q: 3 clusters Score -2.178719e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147938 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -21787176.000000 Penalty: 5931.883789
	Iteration 62Q: 3 clusters Score -2.178718e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148092 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -21787174.000000 Penalty: 5931.883789
	Iteration 63Q: 3 clusters Score -2.178717e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148233 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -21787160.000000 Penalty: 5931.883789
	Iteration 64Q: 3 clusters Score -2.178716e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148382 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -21787154.000000 Penalty: 5931.883789
	Iteration 65Q: 3 clusters Score -2.178715e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -21787200.000000 Penalty: 5931.883789
	Iteration 66Q: 3 clusters Score -2.17872e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148721 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -21787152.000000 Penalty: 5931.883789
	Iteration 67Q: 3 clusters Score -2.178715e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148881 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -21787186.000000 Penalty: 5931.883789
	Iteration 68Q: 3 clusters Score -2.178719e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149034 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -21787166.000000 Penalty: 5931.883789
	Iteration 69Q: 3 clusters Score -2.178717e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -21787190.000000 Penalty: 5931.883789
	Iteration 70Q: 3 clusters Score -2.178719e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -21787166.000000 Penalty: 5931.883789
	Iteration 71Q: 3 clusters Score -2.178717e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -21787140.000000 Penalty: 5931.883789
	Iteration 72Q: 3 clusters Score -2.178714e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149564 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -21787112.000000 Penalty: 5931.883789
	Iteration 73Q: 3 clusters Score -2.178711e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149692 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -21787092.000000 Penalty: 5931.883789
	Iteration 74Q: 3 clusters Score -2.178709e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149815 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -21787072.000000 Penalty: 5931.883789
	Iteration 75Q: 3 clusters Score -2.178707e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -21787090.000000 Penalty: 5931.883789
	Iteration 76Q: 3 clusters Score -2.178709e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -21787114.000000 Penalty: 5931.883789
	Iteration 77Q: 3 clusters Score -2.178711e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150111 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -21787116.000000 Penalty: 5931.883789
	Iteration 78Q: 3 clusters Score -2.178712e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -21787116.000000 Penalty: 5931.883789
	Iteration 79Q: 3 clusters Score -2.178712e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -21787112.000000 Penalty: 5931.883789
	Iteration 80F: 3 clusters Score -2.178711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -21787092.000000 Penalty: 5931.883789
	Iteration 81Q: 3 clusters Score -2.178709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150402 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -21787088.000000 Penalty: 5931.883789
	Iteration 82Q: 3 clusters Score -2.178709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150477 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -21787118.000000 Penalty: 5931.883789
	Iteration 83Q: 3 clusters Score -2.178712e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -21787146.000000 Penalty: 5931.883789
	Iteration 84Q: 3 clusters Score -2.178715e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150620 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -21787124.000000 Penalty: 5931.883789
	Iteration 85Q: 3 clusters Score -2.178712e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150690 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -21787152.000000 Penalty: 5931.883789
	Iteration 86Q: 3 clusters Score -2.178715e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -21787160.000000 Penalty: 5931.883789
	Iteration 87Q: 3 clusters Score -2.178716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150832 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -21787106.000000 Penalty: 5931.883789
	Iteration 88Q: 3 clusters Score -2.178711e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -21787116.000000 Penalty: 5931.883789
	Iteration 89Q: 3 clusters Score -2.178712e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -21787086.000000 Penalty: 5931.883789
	Iteration 90Q: 3 clusters Score -2.178709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151003 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -21787116.000000 Penalty: 5931.883789
	Iteration 91Q: 3 clusters Score -2.178712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -21787086.000000 Penalty: 5931.883789
	Iteration 92Q: 3 clusters Score -2.178709e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151090 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -21787072.000000 Penalty: 5931.883789
	Iteration 93Q: 3 clusters Score -2.178707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151134 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -21787038.000000 Penalty: 5931.883789
	Iteration 94Q: 3 clusters Score -2.178704e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151177 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -21787038.000000 Penalty: 5931.883789
	Iteration 95Q: 3 clusters Score -2.178704e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151217 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -21787056.000000 Penalty: 5931.883789
	Iteration 96Q: 3 clusters Score -2.178706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151259 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -21787038.000000 Penalty: 5931.883789
	Iteration 97Q: 3 clusters Score -2.178704e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151306 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -21787036.000000 Penalty: 5931.883789
	Iteration 98Q: 3 clusters Score -2.178704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -21787016.000000 Penalty: 5931.883789
	Iteration 99Q: 3 clusters Score -2.178702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151384 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21787016.000000 Penalty: 5931.883789
	Iteration 100F: 3 clusters Score -2.178702e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -21787004.000000 Penalty: 5931.883789
	Iteration 101Q: 3 clusters Score -2.1787e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -21787002.000000 Penalty: 5931.883789
	Iteration 102Q: 3 clusters Score -2.1787e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151462 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -21786976.000000 Penalty: 5931.883789
	Iteration 103Q: 3 clusters Score -2.178698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -21786978.000000 Penalty: 5931.883789
	Iteration 104Q: 3 clusters Score -2.178698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151499 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -21786966.000000 Penalty: 5931.883789
	Iteration 105Q: 3 clusters Score -2.178697e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151516 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -21786948.000000 Penalty: 5931.883789
	Iteration 106Q: 3 clusters Score -2.178695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -21786948.000000 Penalty: 5931.883789
	Iteration 107Q: 3 clusters Score -2.178695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151553 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -21786930.000000 Penalty: 5931.883789
	Iteration 108Q: 3 clusters Score -2.178693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151569 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -21786940.000000 Penalty: 5931.883789
	Iteration 109Q: 3 clusters Score -2.178694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151582 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -21786948.000000 Penalty: 5931.883789
	Iteration 110Q: 3 clusters Score -2.178695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -21786950.000000 Penalty: 5931.883789
	Iteration 111Q: 3 clusters Score -2.178695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151605 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -21786926.000000 Penalty: 5931.883789
	Iteration 112Q: 3 clusters Score -2.178693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151616 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -21786912.000000 Penalty: 5931.883789
	Iteration 113Q: 3 clusters Score -2.178691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151623 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -21786922.000000 Penalty: 5931.883789
	Iteration 114Q: 3 clusters Score -2.178692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151630 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -21786944.000000 Penalty: 5931.883789
	Iteration 115Q: 3 clusters Score -2.178694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -21786952.000000 Penalty: 5931.883789
	Iteration 116Q: 3 clusters Score -2.178695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151634 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -21786952.000000 Penalty: 5931.883789
	Iteration 117F: 3 clusters Score -2.178695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -59616.167969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -59616.17 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 233 members 
Entering Unmasked Estep 
Score: -58153.179688 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -58153.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58409.941406 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -58409.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58510.753906 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -58510.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58568.718750 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -58568.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58631.710938 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -58631.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58670.621094 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -58670.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58694.738281 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -58694.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58761.070312 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -58761.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58850.011719 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -58850.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58923.542969 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -58923.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58982.207031 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -58982.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59018.257812 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -59018.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59071.750000 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -59071.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -59103.015625 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -59103.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59216.316406 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -59216.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59381.585938 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -59381.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59411.308594 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -59411.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59450.804688 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -59450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59569.871094 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -59569.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59746.449219 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -59746.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59766.734375 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -59766.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59769.656250 Penalty: 3067.337891
	Iteration 21Q: 3 clusters Score -59769.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59769.656250 Penalty: 3067.337891
	Iteration 22F: 3 clusters Score -59769.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156286 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21221 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115928 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 298 members 
Mstep: Class 19 contains 23094 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
Score: -84941576.000000 Penalty: 66121.062500
Splitting cluster 5 changes total score from -84943088.000000 to -84941576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (145464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145464 members 
Entering Unmasked Estep 
Score: -20306178.000000 Penalty: 2948.145508
	Iteration 0F: 2 clusters Score -2.030618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -20209800.000000 Penalty: 5896.291016
	Iteration 0F: 3 clusters Score -2.02098e+07 nChanged 69185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 2 contains 78577 members 
Entering Unmasked Estep 
Score: -20250134.000000 Penalty: 5896.291016
	Iteration 1F: 3 clusters Score -2.025013e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 81987 members 
Entering Unmasked Estep 
Score: -20251532.000000 Penalty: 5896.291016
	Iteration 2Q: 3 clusters Score -2.025153e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 87270 members 
Entering Unmasked Estep 
Score: -20253986.000000 Penalty: 5896.291016
	Iteration 3Q: 3 clusters Score -2.025399e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -20258242.000000 Penalty: 5896.291016
	Iteration 4F: 3 clusters Score -2.025824e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -20265970.000000 Penalty: 5896.291016
	Iteration 5F: 3 clusters Score -2.026597e+07 nChanged 13230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -20277770.000000 Penalty: 5896.291016
	Iteration 6F: 3 clusters Score -2.027777e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 131744 members 
Entering Unmasked Estep 
Score: -20290428.000000 Penalty: 5896.291016
	Iteration 7F: 3 clusters Score -2.029043e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
Score: -20298802.000000 Penalty: 5896.291016
	Iteration 8F: 3 clusters Score -2.02988e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 143764 members 
Entering Unmasked Estep 
Score: -20302202.000000 Penalty: 5896.291016
	Iteration 9Q: 3 clusters Score -2.03022e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 144794 members 
Entering Unmasked Estep 
Score: -20303006.000000 Penalty: 5896.291016
	Iteration 10Q: 3 clusters Score -2.030301e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 145081 members 
Entering Unmasked Estep 
Score: -20303326.000000 Penalty: 5896.291016
	Iteration 11Q: 3 clusters Score -2.030333e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 145162 members 
Entering Unmasked Estep 
Score: -20303444.000000 Penalty: 5896.291016
	Iteration 12Q: 3 clusters Score -2.030344e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 145190 members 
Entering Unmasked Estep 
Score: -20303510.000000 Penalty: 5896.291016
	Iteration 13Q: 3 clusters Score -2.030351e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -20303544.000000 Penalty: 5896.291016
	Iteration 14Q: 3 clusters Score -2.030354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -20303582.000000 Penalty: 5896.291016
	Iteration 15Q: 3 clusters Score -2.030358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 145221 members 
Entering Unmasked Estep 
Score: -20303616.000000 Penalty: 5896.291016
	Iteration 16Q: 3 clusters Score -2.030362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 145230 members 
Entering Unmasked Estep 
Score: -20303630.000000 Penalty: 5896.291016
	Iteration 17Q: 3 clusters Score -2.030363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 145234 members 
Entering Unmasked Estep 
Score: -20303634.000000 Penalty: 5896.291016
	Iteration 18Q: 3 clusters Score -2.030363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 145236 members 
Entering Unmasked Estep 
Score: -20303630.000000 Penalty: 5896.291016
	Iteration 19Q: 3 clusters Score -2.030363e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 145240 members 
Entering Unmasked Estep 
Score: -20303646.000000 Penalty: 5896.291016
	Iteration 20F: 3 clusters Score -2.030365e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -20303646.000000 Penalty: 5896.291016
	Iteration 21Q: 3 clusters Score -2.030365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -20303646.000000 Penalty: 5896.291016
	Iteration 22F: 3 clusters Score -2.030365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Entering Unmasked Estep 
Score: -4278982.000000 Penalty: 2557.972412
	Iteration 0F: 2 clusters Score -4278982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4258303.500000 Penalty: 5115.944824
	Iteration 0F: 3 clusters Score -4258304 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4265687.000000 Penalty: 5115.944824
	Iteration 1F: 3 clusters Score -4265687 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -4266116.500000 Penalty: 5115.944824
	Iteration 2Q: 3 clusters Score -4266116 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4266466.000000 Penalty: 5115.944824
	Iteration 3Q: 3 clusters Score -4266466 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4266792.000000 Penalty: 5115.944824
	Iteration 4Q: 3 clusters Score -4266792 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -4267099.500000 Penalty: 5115.944824
	Iteration 5Q: 3 clusters Score -4267100 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4267399.500000 Penalty: 5115.944824
	Iteration 6Q: 3 clusters Score -4267400 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4267629.500000 Penalty: 5115.944824
	Iteration 7Q: 3 clusters Score -4267630 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -4267869.000000 Penalty: 5115.944824
	Iteration 8Q: 3 clusters Score -4267869 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -4268134.500000 Penalty: 5115.944824
	Iteration 9Q: 3 clusters Score -4268134 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4268402.500000 Penalty: 5115.944824
	Iteration 10Q: 3 clusters Score -4268402 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -4268669.500000 Penalty: 5115.944824
	Iteration 11Q: 3 clusters Score -4268670 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -4268916.500000 Penalty: 5115.944824
	Iteration 12Q: 3 clusters Score -4268916 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4269193.500000 Penalty: 5115.944824
	Iteration 13Q: 3 clusters Score -4269194 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4269571.500000 Penalty: 5115.944824
	Iteration 14Q: 3 clusters Score -4269572 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4269952.000000 Penalty: 5115.944824
	Iteration 15Q: 3 clusters Score -4269952 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4270441.500000 Penalty: 5115.944824
	Iteration 16Q: 3 clusters Score -4270442 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -4270982.000000 Penalty: 5115.944824
	Iteration 17Q: 3 clusters Score -4270982 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4271654.500000 Penalty: 5115.944824
	Iteration 18Q: 3 clusters Score -4271654 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4272403.000000 Penalty: 5115.944824
	Iteration 19Q: 3 clusters Score -4272403 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4273100.000000 Penalty: 5115.944824
	Iteration 20F: 3 clusters Score -4273100 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -4273661.000000 Penalty: 5115.944824
	Iteration 21Q: 3 clusters Score -4273661 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4274137.000000 Penalty: 5115.944824
	Iteration 22Q: 3 clusters Score -4274137 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -4274490.000000 Penalty: 5115.944824
	Iteration 23Q: 3 clusters Score -4274490 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -4274804.000000 Penalty: 5115.944824
	Iteration 24Q: 3 clusters Score -4274804 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -4275092.000000 Penalty: 5115.944824
	Iteration 25Q: 3 clusters Score -4275092 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4275380.500000 Penalty: 5115.944824
	Iteration 26Q: 3 clusters Score -4275380 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4275612.500000 Penalty: 5115.944824
	Iteration 27Q: 3 clusters Score -4275612 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -4275840.000000 Penalty: 5115.944824
	Iteration 28Q: 3 clusters Score -4275840 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -4276041.500000 Penalty: 5115.944824
	Iteration 29Q: 3 clusters Score -4276042 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -4276155.000000 Penalty: 5115.944824
	Iteration 30Q: 3 clusters Score -4276155 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4276262.500000 Penalty: 5115.944824
	Iteration 31Q: 3 clusters Score -4276262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -4276370.500000 Penalty: 5115.944824
	Iteration 32Q: 3 clusters Score -4276370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4276449.000000 Penalty: 5115.944824
	Iteration 33Q: 3 clusters Score -4276449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -4276493.000000 Penalty: 5115.944824
	Iteration 34Q: 3 clusters Score -4276493 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -4276542.000000 Penalty: 5115.944824
	Iteration 35Q: 3 clusters Score -4276542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -4276572.500000 Penalty: 5115.944824
	Iteration 36Q: 3 clusters Score -4276572 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4276596.500000 Penalty: 5115.944824
	Iteration 37Q: 3 clusters Score -4276596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -4276615.000000 Penalty: 5115.944824
	Iteration 38Q: 3 clusters Score -4276615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -4276647.000000 Penalty: 5115.944824
	Iteration 39Q: 3 clusters Score -4276647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -4276675.500000 Penalty: 5115.944824
	Iteration 40F: 3 clusters Score -4276676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -4276693.000000 Penalty: 5115.944824
	Iteration 41Q: 3 clusters Score -4276693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4276707.000000 Penalty: 5115.944824
	Iteration 42Q: 3 clusters Score -4276707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4276724.500000 Penalty: 5115.944824
	Iteration 43Q: 3 clusters Score -4276724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -4276732.500000 Penalty: 5115.944824
	Iteration 44Q: 3 clusters Score -4276732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4276745.500000 Penalty: 5115.944824
	Iteration 45Q: 3 clusters Score -4276746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4276753.000000 Penalty: 5115.944824
	Iteration 46Q: 3 clusters Score -4276753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -4276764.500000 Penalty: 5115.944824
	Iteration 47Q: 3 clusters Score -4276764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4276777.500000 Penalty: 5115.944824
	Iteration 48Q: 3 clusters Score -4276778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -4276787.000000 Penalty: 5115.944824
	Iteration 49Q: 3 clusters Score -4276787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -4276796.500000 Penalty: 5115.944824
	Iteration 50Q: 3 clusters Score -4276796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4276806.000000 Penalty: 5115.944824
	Iteration 51Q: 3 clusters Score -4276806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4276818.500000 Penalty: 5115.944824
	Iteration 52Q: 3 clusters Score -4276818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4276819.500000 Penalty: 5115.944824
	Iteration 53Q: 3 clusters Score -4276820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4276824.500000 Penalty: 5115.944824
	Iteration 54Q: 3 clusters Score -4276824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4276828.500000 Penalty: 5115.944824
	Iteration 55Q: 3 clusters Score -4276828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -4276835.000000 Penalty: 5115.944824
	Iteration 56Q: 3 clusters Score -4276835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4276831.000000 Penalty: 5115.944824
	Iteration 57Q: 3 clusters Score -4276831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -4276831.500000 Penalty: 5115.944824
	Iteration 58Q: 3 clusters Score -4276832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4276833.500000 Penalty: 5115.944824
	Iteration 59Q: 3 clusters Score -4276834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -4276832.500000 Penalty: 5115.944824
	Iteration 60F: 3 clusters Score -4276832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4276835.000000 Penalty: 5115.944824
	Iteration 61Q: 3 clusters Score -4276835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -4276833.000000 Penalty: 5115.944824
	Iteration 62Q: 3 clusters Score -4276833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4276832.500000 Penalty: 5115.944824
	Iteration 63Q: 3 clusters Score -4276832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4276832.500000 Penalty: 5115.944824
	Iteration 64F: 3 clusters Score -4276832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -69748.742188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -69748.74 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 253 members 
Entering Unmasked Estep 
Score: -68213.031250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68213.03 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -68403.484375 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -68403.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68457.953125 Penalty: 3102.852051
	Iteration 2Q: 3 clusters Score -68457.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68484.265625 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -68484.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68497.890625 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -68497.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68500.585938 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -68500.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -68500.585938 Penalty: 3102.852051
	Iteration 6F: 3 clusters Score -68500.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59621.960938 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59621.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59830.929688 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59830.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -59907.644531 Penalty: 3076.457764
	Iteration 2F: 3 clusters Score -59907.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59952.308594 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -59952.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -59973.160156 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -59973.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59991.886719 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -59991.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -60014.324219 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -60014.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60026.425781 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -60026.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60042.421875 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -60042.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60057.367188 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -60057.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60064.789062 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -60064.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60079.093750 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -60079.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60087.617188 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -60087.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60104.628906 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -60104.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -60126.476562 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -60126.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -60135.425781 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -60135.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60144.031250 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -60144.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60144.031250 Penalty: 3076.457764
	Iteration 17F: 3 clusters Score -60144.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Entering Unmasked Estep 
Score: -3891308.000000 Penalty: 2533.957031
	Iteration 0F: 2 clusters Score -3891308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3872463.750000 Penalty: 5067.914062
	Iteration 0F: 3 clusters Score -3872464 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3879087.750000 Penalty: 5067.914062
	Iteration 1F: 3 clusters Score -3879088 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3879647.750000 Penalty: 5067.914062
	Iteration 2F: 3 clusters Score -3879648 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -3880241.250000 Penalty: 5067.914062
	Iteration 3F: 3 clusters Score -3880241 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3880896.750000 Penalty: 5067.914062
	Iteration 4Q: 3 clusters Score -3880897 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -3881813.250000 Penalty: 5067.914062
	Iteration 5F: 3 clusters Score -3881813 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3883085.000000 Penalty: 5067.914062
	Iteration 6F: 3 clusters Score -3883085 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3884782.500000 Penalty: 5067.914062
	Iteration 7F: 3 clusters Score -3884782 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3886442.250000 Penalty: 5067.914062
	Iteration 8F: 3 clusters Score -3886442 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3887656.500000 Penalty: 5067.914062
	Iteration 9Q: 3 clusters Score -3887656 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3888309.000000 Penalty: 5067.914062
	Iteration 10Q: 3 clusters Score -3888309 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3888650.750000 Penalty: 5067.914062
	Iteration 11Q: 3 clusters Score -3888651 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3888831.250000 Penalty: 5067.914062
	Iteration 12Q: 3 clusters Score -3888831 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3888949.250000 Penalty: 5067.914062
	Iteration 13Q: 3 clusters Score -3888949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -3889011.500000 Penalty: 5067.914062
	Iteration 14Q: 3 clusters Score -3889012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3889051.250000 Penalty: 5067.914062
	Iteration 15Q: 3 clusters Score -3889051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3889084.750000 Penalty: 5067.914062
	Iteration 16Q: 3 clusters Score -3889085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3889116.250000 Penalty: 5067.914062
	Iteration 17Q: 3 clusters Score -3889116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3889145.000000 Penalty: 5067.914062
	Iteration 18Q: 3 clusters Score -3889145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3889163.750000 Penalty: 5067.914062
	Iteration 19Q: 3 clusters Score -3889164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3889176.250000 Penalty: 5067.914062
	Iteration 20F: 3 clusters Score -3889176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3889178.750000 Penalty: 5067.914062
	Iteration 21Q: 3 clusters Score -3889179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3889181.000000 Penalty: 5067.914062
	Iteration 22Q: 3 clusters Score -3889181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3889185.250000 Penalty: 5067.914062
	Iteration 23Q: 3 clusters Score -3889185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3889191.250000 Penalty: 5067.914062
	Iteration 24Q: 3 clusters Score -3889191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3889190.500000 Penalty: 5067.914062
	Iteration 25Q: 3 clusters Score -3889190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3889190.500000 Penalty: 5067.914062
	Iteration 26F: 3 clusters Score -3889190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -200843.781250 Penalty: 1814.668701
	Iteration 0F: 2 clusters Score -200843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -198545.859375 Penalty: 3629.337402
	Iteration 0F: 3 clusters Score -198545.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -198979.718750 Penalty: 3629.337402
	Iteration 1F: 3 clusters Score -198979.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -199126.343750 Penalty: 3629.337402
	Iteration 2F: 3 clusters Score -199126.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -199251.437500 Penalty: 3629.337402
	Iteration 3F: 3 clusters Score -199251.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -199377.406250 Penalty: 3629.337402
	Iteration 4Q: 3 clusters Score -199377.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -199478.031250 Penalty: 3629.337402
	Iteration 5Q: 3 clusters Score -199478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -199632.234375 Penalty: 3629.337402
	Iteration 6Q: 3 clusters Score -199632.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -199831.937500 Penalty: 3629.337402
	Iteration 7F: 3 clusters Score -199831.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -199969.500000 Penalty: 3629.337402
	Iteration 8Q: 3 clusters Score -199969.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -200064.968750 Penalty: 3629.337402
	Iteration 9Q: 3 clusters Score -200065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -200159.703125 Penalty: 3629.337402
	Iteration 10Q: 3 clusters Score -200159.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -200256.562500 Penalty: 3629.337402
	Iteration 11Q: 3 clusters Score -200256.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -200385.375000 Penalty: 3629.337402
	Iteration 12Q: 3 clusters Score -200385.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -200560.125000 Penalty: 3629.337402
	Iteration 13Q: 3 clusters Score -200560.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -200803.359375 Penalty: 3629.337402
	Iteration 14Q: 3 clusters Score -200803.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200941.171875 Penalty: 3629.337402
	Iteration 15Q: 3 clusters Score -200941.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200990.531250 Penalty: 3629.337402
	Iteration 16Q: 3 clusters Score -200990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -201003.281250 Penalty: 3629.337402
	Iteration 17Q: 3 clusters Score -201003.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201010.718750 Penalty: 3629.337402
	Iteration 18Q: 3 clusters Score -201010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201010.718750 Penalty: 3629.337402
	Iteration 19F: 3 clusters Score -201010.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156286 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 873 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21221 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115928 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 23094 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
Score: -84941800.000000 Penalty: 66121.062500
Splitting cluster 11 changes total score from -84943088.000000 to -84941800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -274893.468750 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -274893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -272220.125000 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -272220.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272724.625000 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -272724.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -272856.187500 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -272856.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -272912.281250 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -272912.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -272942.125000 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -272942.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -272963.562500 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -272963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -272977.843750 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -272977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -272987.375000 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -272987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -272994.781250 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -272994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273001.937500 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -273001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273005.718750 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -273005.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -273009.468750 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -273009.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -273015.437500 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -273015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -273021.343750 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -273021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -273023.500000 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -273023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -273025.312500 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -273025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -273026.187500 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -273026.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -273026.968750 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -273027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -273028.750000 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -273028.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -273031.093750 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -273031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -273034.062500 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -273034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273034.250000 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -273034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273034.250000 Penalty: 3765.313232
	Iteration 22F: 3 clusters Score -273034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Entering Unmasked Estep 
Score: -3007043.750000 Penalty: 2470.761230
	Iteration 0F: 2 clusters Score -3007044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2992180.500000 Penalty: 4941.522461
	Iteration 0F: 3 clusters Score -2992180 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2997174.750000 Penalty: 4941.522461
	Iteration 1F: 3 clusters Score -2997175 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2997472.500000 Penalty: 4941.522461
	Iteration 2Q: 3 clusters Score -2997472 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2997696.750000 Penalty: 4941.522461
	Iteration 3Q: 3 clusters Score -2997697 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2997905.000000 Penalty: 4941.522461
	Iteration 4Q: 3 clusters Score -2997905 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2998077.500000 Penalty: 4941.522461
	Iteration 5Q: 3 clusters Score -2998078 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2998219.750000 Penalty: 4941.522461
	Iteration 6Q: 3 clusters Score -2998220 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2998361.250000 Penalty: 4941.522461
	Iteration 7Q: 3 clusters Score -2998361 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2998524.500000 Penalty: 4941.522461
	Iteration 8Q: 3 clusters Score -2998524 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2998707.250000 Penalty: 4941.522461
	Iteration 9Q: 3 clusters Score -2998707 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2998899.500000 Penalty: 4941.522461
	Iteration 10Q: 3 clusters Score -2998900 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2999203.250000 Penalty: 4941.522461
	Iteration 11Q: 3 clusters Score -2999203 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2999615.250000 Penalty: 4941.522461
	Iteration 12Q: 3 clusters Score -2999615 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3000151.000000 Penalty: 4941.522461
	Iteration 13Q: 3 clusters Score -3000151 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -3000844.250000 Penalty: 4941.522461
	Iteration 14Q: 3 clusters Score -3000844 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3001501.750000 Penalty: 4941.522461
	Iteration 15Q: 3 clusters Score -3001502 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -3002040.500000 Penalty: 4941.522461
	Iteration 16Q: 3 clusters Score -3002040 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -3002344.750000 Penalty: 4941.522461
	Iteration 17Q: 3 clusters Score -3002345 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3002518.000000 Penalty: 4941.522461
	Iteration 18Q: 3 clusters Score -3002518 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3002609.000000 Penalty: 4941.522461
	Iteration 19Q: 3 clusters Score -3002609 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3002683.250000 Penalty: 4941.522461
	Iteration 20F: 3 clusters Score -3002683 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3002751.750000 Penalty: 4941.522461
	Iteration 21Q: 3 clusters Score -3002752 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3002817.250000 Penalty: 4941.522461
	Iteration 22Q: 3 clusters Score -3002817 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3002874.250000 Penalty: 4941.522461
	Iteration 23Q: 3 clusters Score -3002874 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3002937.250000 Penalty: 4941.522461
	Iteration 24Q: 3 clusters Score -3002937 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3002978.250000 Penalty: 4941.522461
	Iteration 25Q: 3 clusters Score -3002978 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3003036.250000 Penalty: 4941.522461
	Iteration 26Q: 3 clusters Score -3003036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3003075.750000 Penalty: 4941.522461
	Iteration 27Q: 3 clusters Score -3003076 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3003128.750000 Penalty: 4941.522461
	Iteration 28Q: 3 clusters Score -3003129 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3003152.250000 Penalty: 4941.522461
	Iteration 29Q: 3 clusters Score -3003152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3003185.250000 Penalty: 4941.522461
	Iteration 30Q: 3 clusters Score -3003185 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3003209.250000 Penalty: 4941.522461
	Iteration 31Q: 3 clusters Score -3003209 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3003242.750000 Penalty: 4941.522461
	Iteration 32Q: 3 clusters Score -3003243 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3003276.750000 Penalty: 4941.522461
	Iteration 33Q: 3 clusters Score -3003277 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3003299.250000 Penalty: 4941.522461
	Iteration 34Q: 3 clusters Score -3003299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -3003333.750000 Penalty: 4941.522461
	Iteration 35Q: 3 clusters Score -3003334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -3003368.500000 Penalty: 4941.522461
	Iteration 36Q: 3 clusters Score -3003368 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3003402.250000 Penalty: 4941.522461
	Iteration 37Q: 3 clusters Score -3003402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3003421.000000 Penalty: 4941.522461
	Iteration 38Q: 3 clusters Score -3003421 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3003447.750000 Penalty: 4941.522461
	Iteration 39Q: 3 clusters Score -3003448 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3003480.000000 Penalty: 4941.522461
	Iteration 40F: 3 clusters Score -3003480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3003510.750000 Penalty: 4941.522461
	Iteration 41Q: 3 clusters Score -3003511 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3003535.750000 Penalty: 4941.522461
	Iteration 42Q: 3 clusters Score -3003536 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -3003564.750000 Penalty: 4941.522461
	Iteration 43Q: 3 clusters Score -3003565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3003598.750000 Penalty: 4941.522461
	Iteration 44Q: 3 clusters Score -3003599 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3003640.000000 Penalty: 4941.522461
	Iteration 45Q: 3 clusters Score -3003640 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3003657.500000 Penalty: 4941.522461
	Iteration 46Q: 3 clusters Score -3003658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -3003693.500000 Penalty: 4941.522461
	Iteration 47Q: 3 clusters Score -3003694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3003714.750000 Penalty: 4941.522461
	Iteration 48Q: 3 clusters Score -3003715 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3003738.000000 Penalty: 4941.522461
	Iteration 49Q: 3 clusters Score -3003738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3003756.000000 Penalty: 4941.522461
	Iteration 50Q: 3 clusters Score -3003756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3003787.750000 Penalty: 4941.522461
	Iteration 51Q: 3 clusters Score -3003788 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3003825.750000 Penalty: 4941.522461
	Iteration 52Q: 3 clusters Score -3003826 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3003861.500000 Penalty: 4941.522461
	Iteration 53Q: 3 clusters Score -3003862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3003897.750000 Penalty: 4941.522461
	Iteration 54Q: 3 clusters Score -3003898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -3003937.000000 Penalty: 4941.522461
	Iteration 55Q: 3 clusters Score -3003937 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3003981.250000 Penalty: 4941.522461
	Iteration 56Q: 3 clusters Score -3003981 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3004037.750000 Penalty: 4941.522461
	Iteration 57Q: 3 clusters Score -3004038 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3004088.500000 Penalty: 4941.522461
	Iteration 58Q: 3 clusters Score -3004088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3004139.750000 Penalty: 4941.522461
	Iteration 59Q: 3 clusters Score -3004140 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3004185.250000 Penalty: 4941.522461
	Iteration 60F: 3 clusters Score -3004185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3004235.250000 Penalty: 4941.522461
	Iteration 61Q: 3 clusters Score -3004235 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3004277.250000 Penalty: 4941.522461
	Iteration 62Q: 3 clusters Score -3004277 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3004329.750000 Penalty: 4941.522461
	Iteration 63Q: 3 clusters Score -3004330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3004378.000000 Penalty: 4941.522461
	Iteration 64Q: 3 clusters Score -3004378 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3004415.750000 Penalty: 4941.522461
	Iteration 65Q: 3 clusters Score -3004416 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3004465.250000 Penalty: 4941.522461
	Iteration 66Q: 3 clusters Score -3004465 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3004508.250000 Penalty: 4941.522461
	Iteration 67Q: 3 clusters Score -3004508 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3004546.250000 Penalty: 4941.522461
	Iteration 68Q: 3 clusters Score -3004546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3004593.250000 Penalty: 4941.522461
	Iteration 69Q: 3 clusters Score -3004593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3004638.000000 Penalty: 4941.522461
	Iteration 70Q: 3 clusters Score -3004638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3004669.000000 Penalty: 4941.522461
	Iteration 71Q: 3 clusters Score -3004669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3004700.750000 Penalty: 4941.522461
	Iteration 72Q: 3 clusters Score -3004701 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3004738.250000 Penalty: 4941.522461
	Iteration 73Q: 3 clusters Score -3004738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3004756.250000 Penalty: 4941.522461
	Iteration 74Q: 3 clusters Score -3004756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3004765.500000 Penalty: 4941.522461
	Iteration 75Q: 3 clusters Score -3004766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3004782.000000 Penalty: 4941.522461
	Iteration 76Q: 3 clusters Score -3004782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3004790.000000 Penalty: 4941.522461
	Iteration 77Q: 3 clusters Score -3004790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3004801.250000 Penalty: 4941.522461
	Iteration 78Q: 3 clusters Score -3004801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3004814.500000 Penalty: 4941.522461
	Iteration 79Q: 3 clusters Score -3004814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3004822.750000 Penalty: 4941.522461
	Iteration 80F: 3 clusters Score -3004823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3004834.250000 Penalty: 4941.522461
	Iteration 81Q: 3 clusters Score -3004834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3004853.000000 Penalty: 4941.522461
	Iteration 82Q: 3 clusters Score -3004853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3004866.750000 Penalty: 4941.522461
	Iteration 83Q: 3 clusters Score -3004867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3004885.000000 Penalty: 4941.522461
	Iteration 84Q: 3 clusters Score -3004885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3004900.250000 Penalty: 4941.522461
	Iteration 85Q: 3 clusters Score -3004900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3004909.750000 Penalty: 4941.522461
	Iteration 86Q: 3 clusters Score -3004910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3004914.250000 Penalty: 4941.522461
	Iteration 87Q: 3 clusters Score -3004914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3004931.250000 Penalty: 4941.522461
	Iteration 88Q: 3 clusters Score -3004931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3004934.750000 Penalty: 4941.522461
	Iteration 89Q: 3 clusters Score -3004935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3004934.500000 Penalty: 4941.522461
	Iteration 90Q: 3 clusters Score -3004934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3004947.500000 Penalty: 4941.522461
	Iteration 91Q: 3 clusters Score -3004948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3004956.250000 Penalty: 4941.522461
	Iteration 92Q: 3 clusters Score -3004956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3004960.000000 Penalty: 4941.522461
	Iteration 93Q: 3 clusters Score -3004960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3004964.250000 Penalty: 4941.522461
	Iteration 94Q: 3 clusters Score -3004964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3004966.000000 Penalty: 4941.522461
	Iteration 95Q: 3 clusters Score -3004966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3004970.000000 Penalty: 4941.522461
	Iteration 96Q: 3 clusters Score -3004970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3004975.250000 Penalty: 4941.522461
	Iteration 97Q: 3 clusters Score -3004975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3004975.250000 Penalty: 4941.522461
	Iteration 98Q: 3 clusters Score -3004975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3004976.500000 Penalty: 4941.522461
	Iteration 99Q: 3 clusters Score -3004976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3004985.500000 Penalty: 4941.522461
	Iteration 100F: 3 clusters Score -3004986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3004983.500000 Penalty: 4941.522461
	Iteration 101Q: 3 clusters Score -3004984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3004978.250000 Penalty: 4941.522461
	Iteration 102Q: 3 clusters Score -3004978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3004989.500000 Penalty: 4941.522461
	Iteration 103Q: 3 clusters Score -3004990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3004987.750000 Penalty: 4941.522461
	Iteration 104Q: 3 clusters Score -3004988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3004989.250000 Penalty: 4941.522461
	Iteration 105Q: 3 clusters Score -3004989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3004989.000000 Penalty: 4941.522461
	Iteration 106Q: 3 clusters Score -3004989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3004992.000000 Penalty: 4941.522461
	Iteration 107Q: 3 clusters Score -3004992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3004995.250000 Penalty: 4941.522461
	Iteration 108Q: 3 clusters Score -3004995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3004996.000000 Penalty: 4941.522461
	Iteration 109Q: 3 clusters Score -3004996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3004996.000000 Penalty: 4941.522461
	Iteration 110F: 3 clusters Score -3004996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Entering Unmasked Estep 
Score: -4214292.500000 Penalty: 2564.127197
	Iteration 0F: 2 clusters Score -4214292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4193161.750000 Penalty: 5128.254395
	Iteration 0F: 3 clusters Score -4193162 nChanged 13961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4201349.000000 Penalty: 5128.254395
	Iteration 1F: 3 clusters Score -4201349 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -4202661.500000 Penalty: 5128.254395
	Iteration 2F: 3 clusters Score -4202662 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4204122.000000 Penalty: 5128.254395
	Iteration 3F: 3 clusters Score -4204122 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -4205658.500000 Penalty: 5128.254395
	Iteration 4F: 3 clusters Score -4205658 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -4207282.500000 Penalty: 5128.254395
	Iteration 5F: 3 clusters Score -4207282 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -4208893.000000 Penalty: 5128.254395
	Iteration 6F: 3 clusters Score -4208893 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -4210176.000000 Penalty: 5128.254395
	Iteration 7F: 3 clusters Score -4210176 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4211084.500000 Penalty: 5128.254395
	Iteration 8Q: 3 clusters Score -4211084 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4211604.500000 Penalty: 5128.254395
	Iteration 9Q: 3 clusters Score -4211604 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -4212034.000000 Penalty: 5128.254395
	Iteration 10Q: 3 clusters Score -4212034 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -4212396.000000 Penalty: 5128.254395
	Iteration 11Q: 3 clusters Score -4212396 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4212752.500000 Penalty: 5128.254395
	Iteration 12Q: 3 clusters Score -4212752 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -4213110.000000 Penalty: 5128.254395
	Iteration 13Q: 3 clusters Score -4213110 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4213458.500000 Penalty: 5128.254395
	Iteration 14Q: 3 clusters Score -4213458 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4213804.500000 Penalty: 5128.254395
	Iteration 15Q: 3 clusters Score -4213804 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -4214111.500000 Penalty: 5128.254395
	Iteration 16Q: 3 clusters Score -4214112 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -4214297.000000 Penalty: 5128.254395
	Iteration 17Q: 3 clusters Score -4214297 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -4214376.000000 Penalty: 5128.254395
	Iteration 18Q: 3 clusters Score -4214376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4214403.000000 Penalty: 5128.254395
	Iteration 19Q: 3 clusters Score -4214403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -4214423.000000 Penalty: 5128.254395
	Iteration 20F: 3 clusters Score -4214423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -4214431.500000 Penalty: 5128.254395
	Iteration 21Q: 3 clusters Score -4214432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -4214429.000000 Penalty: 5128.254395
	Iteration 22Q: 3 clusters Score -4214429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4214435.000000 Penalty: 5128.254395
	Iteration 23Q: 3 clusters Score -4214435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -4214427.000000 Penalty: 5128.254395
	Iteration 24Q: 3 clusters Score -4214427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4214433.500000 Penalty: 5128.254395
	Iteration 25Q: 3 clusters Score -4214434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4214434.000000 Penalty: 5128.254395
	Iteration 26Q: 3 clusters Score -4214434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4214434.500000 Penalty: 5128.254395
	Iteration 27Q: 3 clusters Score -4214434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4214441.500000 Penalty: 5128.254395
	Iteration 28Q: 3 clusters Score -4214442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4214437.500000 Penalty: 5128.254395
	Iteration 29Q: 3 clusters Score -4214438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -4214437.500000 Penalty: 5128.254395
	Iteration 30F: 3 clusters Score -4214438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156286 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21221 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115928 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 18 contains 29448 members 
Mstep: Class 19 contains 23094 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
Score: -84942448.000000 Penalty: 66121.062500
Splitting cluster 14 changes total score from -84943088.000000 to -84942448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Entering Unmasked Estep 
Score: -241706.250000 Penalty: 1851.340454
	Iteration 0F: 2 clusters Score -241706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -239222.796875 Penalty: 3702.680908
	Iteration 0F: 3 clusters Score -239222.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -239619.125000 Penalty: 3702.680908
	Iteration 1F: 3 clusters Score -239619.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -239716.375000 Penalty: 3702.680908
	Iteration 2F: 3 clusters Score -239716.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239767.000000 Penalty: 3702.680908
	Iteration 3Q: 3 clusters Score -239767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -239792.468750 Penalty: 3702.680908
	Iteration 4Q: 3 clusters Score -239792.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239817.937500 Penalty: 3702.680908
	Iteration 5Q: 3 clusters Score -239817.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -239834.750000 Penalty: 3702.680908
	Iteration 6Q: 3 clusters Score -239834.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239846.171875 Penalty: 3702.680908
	Iteration 7Q: 3 clusters Score -239846.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -239855.828125 Penalty: 3702.680908
	Iteration 8Q: 3 clusters Score -239855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239860.093750 Penalty: 3702.680908
	Iteration 9Q: 3 clusters Score -239860.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239863.312500 Penalty: 3702.680908
	Iteration 10Q: 3 clusters Score -239863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -239866.171875 Penalty: 3702.680908
	Iteration 11Q: 3 clusters Score -239866.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239868.093750 Penalty: 3702.680908
	Iteration 12Q: 3 clusters Score -239868.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239871.578125 Penalty: 3702.680908
	Iteration 13Q: 3 clusters Score -239871.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239873.359375 Penalty: 3702.680908
	Iteration 14Q: 3 clusters Score -239873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239875.140625 Penalty: 3702.680908
	Iteration 15Q: 3 clusters Score -239875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239876.515625 Penalty: 3702.680908
	Iteration 16Q: 3 clusters Score -239876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -239877.390625 Penalty: 3702.680908
	Iteration 17Q: 3 clusters Score -239877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -239878.437500 Penalty: 3702.680908
	Iteration 18Q: 3 clusters Score -239878.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -239878.437500 Penalty: 3702.680908
	Iteration 19F: 3 clusters Score -239878.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (115928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Entering Unmasked Estep 
Score: -16264728.000000 Penalty: 2891.859619
	Iteration 0F: 2 clusters Score -1.626473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57949 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -16188916.000000 Penalty: 5783.719238
	Iteration 0F: 3 clusters Score -1.618892e+07 nChanged 55155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -16221511.000000 Penalty: 5783.719238
	Iteration 1F: 3 clusters Score -1.622151e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -16223385.000000 Penalty: 5783.719238
	Iteration 2Q: 3 clusters Score -1.622338e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 57245 members 
Entering Unmasked Estep 
Score: -16225930.000000 Penalty: 5783.719238
	Iteration 3Q: 3 clusters Score -1.622593e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59505 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -16228789.000000 Penalty: 5783.719238
	Iteration 4F: 3 clusters Score -1.622879e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60580 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -16232927.000000 Penalty: 5783.719238
	Iteration 5F: 3 clusters Score -1.623293e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 54151 members 
Entering Unmasked Estep 
Score: -16237759.000000 Penalty: 5783.719238
	Iteration 6F: 3 clusters Score -1.623776e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -16242648.000000 Penalty: 5783.719238
	Iteration 7F: 3 clusters Score -1.624265e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -16246014.000000 Penalty: 5783.719238
	Iteration 8F: 3 clusters Score -1.624601e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -16247510.000000 Penalty: 5783.719238
	Iteration 9Q: 3 clusters Score -1.624751e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -16248051.000000 Penalty: 5783.719238
	Iteration 10Q: 3 clusters Score -1.624805e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65167 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -16248347.000000 Penalty: 5783.719238
	Iteration 11Q: 3 clusters Score -1.624835e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -16248520.000000 Penalty: 5783.719238
	Iteration 12Q: 3 clusters Score -1.624852e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66420 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -16248740.000000 Penalty: 5783.719238
	Iteration 13Q: 3 clusters Score -1.624874e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67088 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -16248883.000000 Penalty: 5783.719238
	Iteration 14Q: 3 clusters Score -1.624888e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -16249116.000000 Penalty: 5783.719238
	Iteration 15Q: 3 clusters Score -1.624912e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -16249380.000000 Penalty: 5783.719238
	Iteration 16Q: 3 clusters Score -1.624938e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -16249697.000000 Penalty: 5783.719238
	Iteration 17Q: 3 clusters Score -1.62497e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -16249994.000000 Penalty: 5783.719238
	Iteration 18Q: 3 clusters Score -1.624999e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -16250307.000000 Penalty: 5783.719238
	Iteration 19Q: 3 clusters Score -1.625031e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -16250666.000000 Penalty: 5783.719238
	Iteration 20F: 3 clusters Score -1.625067e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -16251029.000000 Penalty: 5783.719238
	Iteration 21Q: 3 clusters Score -1.625103e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -16251467.000000 Penalty: 5783.719238
	Iteration 22Q: 3 clusters Score -1.625147e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -16251845.000000 Penalty: 5783.719238
	Iteration 23Q: 3 clusters Score -1.625184e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -16252334.000000 Penalty: 5783.719238
	Iteration 24Q: 3 clusters Score -1.625233e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -16252788.000000 Penalty: 5783.719238
	Iteration 25Q: 3 clusters Score -1.625279e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80424 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -16253186.000000 Penalty: 5783.719238
	Iteration 26Q: 3 clusters Score -1.625319e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -16253447.000000 Penalty: 5783.719238
	Iteration 27Q: 3 clusters Score -1.625345e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -16253802.000000 Penalty: 5783.719238
	Iteration 28Q: 3 clusters Score -1.62538e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -16254119.000000 Penalty: 5783.719238
	Iteration 29Q: 3 clusters Score -1.625412e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -16254449.000000 Penalty: 5783.719238
	Iteration 30Q: 3 clusters Score -1.625445e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86428 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -16254787.000000 Penalty: 5783.719238
	Iteration 31Q: 3 clusters Score -1.625479e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -16255145.000000 Penalty: 5783.719238
	Iteration 32Q: 3 clusters Score -1.625514e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -16255305.000000 Penalty: 5783.719238
	Iteration 33Q: 3 clusters Score -1.62553e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -16255563.000000 Penalty: 5783.719238
	Iteration 34Q: 3 clusters Score -1.625556e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91247 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -16255914.000000 Penalty: 5783.719238
	Iteration 35Q: 3 clusters Score -1.625591e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92450 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -16256175.000000 Penalty: 5783.719238
	Iteration 36Q: 3 clusters Score -1.625618e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -16256601.000000 Penalty: 5783.719238
	Iteration 37Q: 3 clusters Score -1.62566e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94966 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -16256916.000000 Penalty: 5783.719238
	Iteration 38Q: 3 clusters Score -1.625692e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -16257337.000000 Penalty: 5783.719238
	Iteration 39Q: 3 clusters Score -1.625734e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -16257647.000000 Penalty: 5783.719238
	Iteration 40F: 3 clusters Score -1.625765e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -16258081.000000 Penalty: 5783.719238
	Iteration 41Q: 3 clusters Score -1.625808e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99861 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -16258386.000000 Penalty: 5783.719238
	Iteration 42Q: 3 clusters Score -1.625839e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -16258834.000000 Penalty: 5783.719238
	Iteration 43Q: 3 clusters Score -1.625883e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102045 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -16259074.000000 Penalty: 5783.719238
	Iteration 44Q: 3 clusters Score -1.625907e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103070 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -16259381.000000 Penalty: 5783.719238
	Iteration 45Q: 3 clusters Score -1.625938e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104039 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -16259669.000000 Penalty: 5783.719238
	Iteration 46Q: 3 clusters Score -1.625967e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -16259907.000000 Penalty: 5783.719238
	Iteration 47Q: 3 clusters Score -1.625991e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -16260152.000000 Penalty: 5783.719238
	Iteration 48Q: 3 clusters Score -1.626015e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106665 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -16260376.000000 Penalty: 5783.719238
	Iteration 49Q: 3 clusters Score -1.626038e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -16260497.000000 Penalty: 5783.719238
	Iteration 50Q: 3 clusters Score -1.62605e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -16260722.000000 Penalty: 5783.719238
	Iteration 51Q: 3 clusters Score -1.626072e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108727 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -16260904.000000 Penalty: 5783.719238
	Iteration 52Q: 3 clusters Score -1.62609e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109286 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -16261062.000000 Penalty: 5783.719238
	Iteration 53Q: 3 clusters Score -1.626106e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109814 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -16261193.000000 Penalty: 5783.719238
	Iteration 54Q: 3 clusters Score -1.626119e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110275 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -16261310.000000 Penalty: 5783.719238
	Iteration 55Q: 3 clusters Score -1.626131e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110676 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -16261386.000000 Penalty: 5783.719238
	Iteration 56Q: 3 clusters Score -1.626139e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111049 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -16261511.000000 Penalty: 5783.719238
	Iteration 57Q: 3 clusters Score -1.626151e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111388 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -16261589.000000 Penalty: 5783.719238
	Iteration 58Q: 3 clusters Score -1.626159e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111674 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -16261653.000000 Penalty: 5783.719238
	Iteration 59Q: 3 clusters Score -1.626165e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111932 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -16261698.000000 Penalty: 5783.719238
	Iteration 60F: 3 clusters Score -1.62617e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112154 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -16261738.000000 Penalty: 5783.719238
	Iteration 61Q: 3 clusters Score -1.626174e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112382 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -16261792.000000 Penalty: 5783.719238
	Iteration 62Q: 3 clusters Score -1.626179e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112594 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -16261832.000000 Penalty: 5783.719238
	Iteration 63Q: 3 clusters Score -1.626183e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112794 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -16261858.000000 Penalty: 5783.719238
	Iteration 64Q: 3 clusters Score -1.626186e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112965 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -16261941.000000 Penalty: 5783.719238
	Iteration 65Q: 3 clusters Score -1.626194e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113115 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -16262005.000000 Penalty: 5783.719238
	Iteration 66Q: 3 clusters Score -1.6262e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -16261995.000000 Penalty: 5783.719238
	Iteration 67Q: 3 clusters Score -1.6262e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113378 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -16262009.000000 Penalty: 5783.719238
	Iteration 68Q: 3 clusters Score -1.626201e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113494 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -16262091.000000 Penalty: 5783.719238
	Iteration 69Q: 3 clusters Score -1.626209e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -16262095.000000 Penalty: 5783.719238
	Iteration 70Q: 3 clusters Score -1.62621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -16262157.000000 Penalty: 5783.719238
	Iteration 71Q: 3 clusters Score -1.626216e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16262195.000000 Penalty: 5783.719238
	Iteration 72Q: 3 clusters Score -1.62622e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -16262180.000000 Penalty: 5783.719238
	Iteration 73Q: 3 clusters Score -1.626218e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -16262187.000000 Penalty: 5783.719238
	Iteration 74Q: 3 clusters Score -1.626219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -16262227.000000 Penalty: 5783.719238
	Iteration 75Q: 3 clusters Score -1.626223e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -16262236.000000 Penalty: 5783.719238
	Iteration 76Q: 3 clusters Score -1.626224e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114064 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -16262216.000000 Penalty: 5783.719238
	Iteration 77Q: 3 clusters Score -1.626222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -16262230.000000 Penalty: 5783.719238
	Iteration 78Q: 3 clusters Score -1.626223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114133 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -16262258.000000 Penalty: 5783.719238
	Iteration 79Q: 3 clusters Score -1.626226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -16262260.000000 Penalty: 5783.719238
	Iteration 80F: 3 clusters Score -1.626226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -16262263.000000 Penalty: 5783.719238
	Iteration 81Q: 3 clusters Score -1.626226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -16262272.000000 Penalty: 5783.719238
	Iteration 82Q: 3 clusters Score -1.626227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -16262270.000000 Penalty: 5783.719238
	Iteration 83Q: 3 clusters Score -1.626227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114270 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16262282.000000 Penalty: 5783.719238
	Iteration 84Q: 3 clusters Score -1.626228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16262281.000000 Penalty: 5783.719238
	Iteration 85Q: 3 clusters Score -1.626228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -16262287.000000 Penalty: 5783.719238
	Iteration 86Q: 3 clusters Score -1.626229e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114331 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -16262307.000000 Penalty: 5783.719238
	Iteration 87Q: 3 clusters Score -1.626231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114345 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16262304.000000 Penalty: 5783.719238
	Iteration 88Q: 3 clusters Score -1.62623e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -16262309.000000 Penalty: 5783.719238
	Iteration 89Q: 3 clusters Score -1.626231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -16262305.000000 Penalty: 5783.719238
	Iteration 90Q: 3 clusters Score -1.62623e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114408 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -16262308.000000 Penalty: 5783.719238
	Iteration 91Q: 3 clusters Score -1.626231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -16262309.000000 Penalty: 5783.719238
	Iteration 92Q: 3 clusters Score -1.626231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -16262325.000000 Penalty: 5783.719238
	Iteration 93Q: 3 clusters Score -1.626232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -16262310.000000 Penalty: 5783.719238
	Iteration 94Q: 3 clusters Score -1.626231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114460 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -16262318.000000 Penalty: 5783.719238
	Iteration 95Q: 3 clusters Score -1.626232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -16262324.000000 Penalty: 5783.719238
	Iteration 96Q: 3 clusters Score -1.626232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16262333.000000 Penalty: 5783.719238
	Iteration 97Q: 3 clusters Score -1.626233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -16262339.000000 Penalty: 5783.719238
	Iteration 98Q: 3 clusters Score -1.626234e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114491 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -16262337.000000 Penalty: 5783.719238
	Iteration 99Q: 3 clusters Score -1.626234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -16262335.000000 Penalty: 5783.719238
	Iteration 100F: 3 clusters Score -1.626234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114511 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -16262342.000000 Penalty: 5783.719238
	Iteration 101Q: 3 clusters Score -1.626234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114522 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -16262347.000000 Penalty: 5783.719238
	Iteration 102Q: 3 clusters Score -1.626235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114528 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -16262362.000000 Penalty: 5783.719238
	Iteration 103Q: 3 clusters Score -1.626236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -16262354.000000 Penalty: 5783.719238
	Iteration 104Q: 3 clusters Score -1.626235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114535 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -16262359.000000 Penalty: 5783.719238
	Iteration 105Q: 3 clusters Score -1.626236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114538 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16262356.000000 Penalty: 5783.719238
	Iteration 106Q: 3 clusters Score -1.626236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16262356.000000 Penalty: 5783.719238
	Iteration 107Q: 3 clusters Score -1.626236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114541 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -16262356.000000 Penalty: 5783.719238
	Iteration 108F: 3 clusters Score -1.626236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Entering Unmasked Estep 
Score: -3600296.500000 Penalty: 2515.165283
	Iteration 0F: 2 clusters Score -3600296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3582783.500000 Penalty: 5030.330566
	Iteration 0F: 3 clusters Score -3582784 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3588878.250000 Penalty: 5030.330566
	Iteration 1F: 3 clusters Score -3588878 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3589259.500000 Penalty: 5030.330566
	Iteration 2Q: 3 clusters Score -3589260 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3589528.750000 Penalty: 5030.330566
	Iteration 3Q: 3 clusters Score -3589529 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3589777.000000 Penalty: 5030.330566
	Iteration 4Q: 3 clusters Score -3589777 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3590009.500000 Penalty: 5030.330566
	Iteration 5Q: 3 clusters Score -3590010 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3590225.000000 Penalty: 5030.330566
	Iteration 6Q: 3 clusters Score -3590225 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3590501.500000 Penalty: 5030.330566
	Iteration 7Q: 3 clusters Score -3590502 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3590901.500000 Penalty: 5030.330566
	Iteration 8Q: 3 clusters Score -3590902 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3591441.500000 Penalty: 5030.330566
	Iteration 9Q: 3 clusters Score -3591442 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3592161.500000 Penalty: 5030.330566
	Iteration 10Q: 3 clusters Score -3592162 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3593161.750000 Penalty: 5030.330566
	Iteration 11F: 3 clusters Score -3593162 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3594242.500000 Penalty: 5030.330566
	Iteration 12F: 3 clusters Score -3594242 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3595132.500000 Penalty: 5030.330566
	Iteration 13Q: 3 clusters Score -3595132 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3595825.250000 Penalty: 5030.330566
	Iteration 14Q: 3 clusters Score -3595825 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3596291.000000 Penalty: 5030.330566
	Iteration 15Q: 3 clusters Score -3596291 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -3596638.500000 Penalty: 5030.330566
	Iteration 16Q: 3 clusters Score -3596638 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3596909.250000 Penalty: 5030.330566
	Iteration 17Q: 3 clusters Score -3596909 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3597138.750000 Penalty: 5030.330566
	Iteration 18Q: 3 clusters Score -3597139 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3597348.750000 Penalty: 5030.330566
	Iteration 19Q: 3 clusters Score -3597349 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3597536.000000 Penalty: 5030.330566
	Iteration 20F: 3 clusters Score -3597536 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -3597679.500000 Penalty: 5030.330566
	Iteration 21Q: 3 clusters Score -3597680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3597783.250000 Penalty: 5030.330566
	Iteration 22Q: 3 clusters Score -3597783 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3597861.250000 Penalty: 5030.330566
	Iteration 23Q: 3 clusters Score -3597861 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3597920.500000 Penalty: 5030.330566
	Iteration 24Q: 3 clusters Score -3597920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3597974.250000 Penalty: 5030.330566
	Iteration 25Q: 3 clusters Score -3597974 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3598012.250000 Penalty: 5030.330566
	Iteration 26Q: 3 clusters Score -3598012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3598044.500000 Penalty: 5030.330566
	Iteration 27Q: 3 clusters Score -3598044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3598087.250000 Penalty: 5030.330566
	Iteration 28Q: 3 clusters Score -3598087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -3598116.750000 Penalty: 5030.330566
	Iteration 29Q: 3 clusters Score -3598117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -3598138.750000 Penalty: 5030.330566
	Iteration 30Q: 3 clusters Score -3598139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3598157.250000 Penalty: 5030.330566
	Iteration 31Q: 3 clusters Score -3598157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3598160.500000 Penalty: 5030.330566
	Iteration 32Q: 3 clusters Score -3598160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -3598173.750000 Penalty: 5030.330566
	Iteration 33Q: 3 clusters Score -3598174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -3598185.750000 Penalty: 5030.330566
	Iteration 34Q: 3 clusters Score -3598186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3598195.750000 Penalty: 5030.330566
	Iteration 35Q: 3 clusters Score -3598196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -3598200.500000 Penalty: 5030.330566
	Iteration 36Q: 3 clusters Score -3598200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -3598202.500000 Penalty: 5030.330566
	Iteration 37Q: 3 clusters Score -3598202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3598213.250000 Penalty: 5030.330566
	Iteration 38Q: 3 clusters Score -3598213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3598217.750000 Penalty: 5030.330566
	Iteration 39Q: 3 clusters Score -3598218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3598222.500000 Penalty: 5030.330566
	Iteration 40F: 3 clusters Score -3598222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3598221.250000 Penalty: 5030.330566
	Iteration 41Q: 3 clusters Score -3598221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3598232.750000 Penalty: 5030.330566
	Iteration 42Q: 3 clusters Score -3598233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3598237.250000 Penalty: 5030.330566
	Iteration 43Q: 3 clusters Score -3598237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3598239.500000 Penalty: 5030.330566
	Iteration 44Q: 3 clusters Score -3598240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3598237.750000 Penalty: 5030.330566
	Iteration 45Q: 3 clusters Score -3598238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3598237.750000 Penalty: 5030.330566
	Iteration 46F: 3 clusters Score -3598238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Entering Unmasked Estep 
Score: -3271279.750000 Penalty: 2491.737305
	Iteration 0F: 2 clusters Score -3271280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -3255225.000000 Penalty: 4983.474609
	Iteration 0F: 3 clusters Score -3255225 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3260789.250000 Penalty: 4983.474609
	Iteration 1F: 3 clusters Score -3260789 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3261674.000000 Penalty: 4983.474609
	Iteration 2F: 3 clusters Score -3261674 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3262714.000000 Penalty: 4983.474609
	Iteration 3F: 3 clusters Score -3262714 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -3263713.500000 Penalty: 4983.474609
	Iteration 4F: 3 clusters Score -3263714 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -3264776.250000 Penalty: 4983.474609
	Iteration 5F: 3 clusters Score -3264776 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -3265962.250000 Penalty: 4983.474609
	Iteration 6F: 3 clusters Score -3265962 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3267182.000000 Penalty: 4983.474609
	Iteration 7F: 3 clusters Score -3267182 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -3268272.250000 Penalty: 4983.474609
	Iteration 8F: 3 clusters Score -3268272 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3269009.500000 Penalty: 4983.474609
	Iteration 9Q: 3 clusters Score -3269010 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3269520.000000 Penalty: 4983.474609
	Iteration 10Q: 3 clusters Score -3269520 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3269840.500000 Penalty: 4983.474609
	Iteration 11Q: 3 clusters Score -3269840 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3270046.250000 Penalty: 4983.474609
	Iteration 12Q: 3 clusters Score -3270046 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3270167.500000 Penalty: 4983.474609
	Iteration 13Q: 3 clusters Score -3270168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3270260.500000 Penalty: 4983.474609
	Iteration 14Q: 3 clusters Score -3270260 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3270288.750000 Penalty: 4983.474609
	Iteration 15Q: 3 clusters Score -3270289 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3270333.000000 Penalty: 4983.474609
	Iteration 16Q: 3 clusters Score -3270333 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3270366.500000 Penalty: 4983.474609
	Iteration 17Q: 3 clusters Score -3270366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3270382.750000 Penalty: 4983.474609
	Iteration 18Q: 3 clusters Score -3270383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3270398.000000 Penalty: 4983.474609
	Iteration 19Q: 3 clusters Score -3270398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3270428.250000 Penalty: 4983.474609
	Iteration 20F: 3 clusters Score -3270428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3270455.000000 Penalty: 4983.474609
	Iteration 21Q: 3 clusters Score -3270455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3270485.500000 Penalty: 4983.474609
	Iteration 22Q: 3 clusters Score -3270486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3270538.250000 Penalty: 4983.474609
	Iteration 23Q: 3 clusters Score -3270538 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3270617.500000 Penalty: 4983.474609
	Iteration 24Q: 3 clusters Score -3270618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3270683.750000 Penalty: 4983.474609
	Iteration 25Q: 3 clusters Score -3270684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3270753.000000 Penalty: 4983.474609
	Iteration 26Q: 3 clusters Score -3270753 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3270797.000000 Penalty: 4983.474609
	Iteration 27Q: 3 clusters Score -3270797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3270825.500000 Penalty: 4983.474609
	Iteration 28Q: 3 clusters Score -3270826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3270847.500000 Penalty: 4983.474609
	Iteration 29Q: 3 clusters Score -3270848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3270867.750000 Penalty: 4983.474609
	Iteration 30Q: 3 clusters Score -3270868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3270872.250000 Penalty: 4983.474609
	Iteration 31Q: 3 clusters Score -3270872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3270871.000000 Penalty: 4983.474609
	Iteration 32Q: 3 clusters Score -3270871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3270876.250000 Penalty: 4983.474609
	Iteration 33Q: 3 clusters Score -3270876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3270879.750000 Penalty: 4983.474609
	Iteration 34Q: 3 clusters Score -3270880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3270879.750000 Penalty: 4983.474609
	Iteration 35Q: 3 clusters Score -3270880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3270880.250000 Penalty: 4983.474609
	Iteration 36Q: 3 clusters Score -3270880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3270880.250000 Penalty: 4983.474609
	Iteration 37F: 3 clusters Score -3270880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Entering Unmasked Estep 
Score: -4472749.000000 Penalty: 2568.964111
	Iteration 0F: 2 clusters Score -4472749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4451111.000000 Penalty: 5137.928223
	Iteration 0F: 3 clusters Score -4451111 nChanged 14228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4458812.000000 Penalty: 5137.928223
	Iteration 1F: 3 clusters Score -4458812 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4459297.000000 Penalty: 5137.928223
	Iteration 2Q: 3 clusters Score -4459297 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4459827.500000 Penalty: 5137.928223
	Iteration 3Q: 3 clusters Score -4459828 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4460455.000000 Penalty: 5137.928223
	Iteration 4Q: 3 clusters Score -4460455 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4461160.000000 Penalty: 5137.928223
	Iteration 5Q: 3 clusters Score -4461160 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -4462163.500000 Penalty: 5137.928223
	Iteration 6F: 3 clusters Score -4462164 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -4463481.500000 Penalty: 5137.928223
	Iteration 7F: 3 clusters Score -4463482 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4465231.000000 Penalty: 5137.928223
	Iteration 8F: 3 clusters Score -4465231 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -4467069.500000 Penalty: 5137.928223
	Iteration 9F: 3 clusters Score -4467070 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4468515.000000 Penalty: 5137.928223
	Iteration 10Q: 3 clusters Score -4468515 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4469390.500000 Penalty: 5137.928223
	Iteration 11Q: 3 clusters Score -4469390 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4469858.000000 Penalty: 5137.928223
	Iteration 12Q: 3 clusters Score -4469858 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4470178.500000 Penalty: 5137.928223
	Iteration 13Q: 3 clusters Score -4470178 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4470383.500000 Penalty: 5137.928223
	Iteration 14Q: 3 clusters Score -4470384 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4470498.000000 Penalty: 5137.928223
	Iteration 15Q: 3 clusters Score -4470498 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4470589.500000 Penalty: 5137.928223
	Iteration 16Q: 3 clusters Score -4470590 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4470633.000000 Penalty: 5137.928223
	Iteration 17Q: 3 clusters Score -4470633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4470675.000000 Penalty: 5137.928223
	Iteration 18Q: 3 clusters Score -4470675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4470704.500000 Penalty: 5137.928223
	Iteration 19Q: 3 clusters Score -4470704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4470731.000000 Penalty: 5137.928223
	Iteration 20F: 3 clusters Score -4470731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4470745.500000 Penalty: 5137.928223
	Iteration 21Q: 3 clusters Score -4470746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4470754.000000 Penalty: 5137.928223
	Iteration 22Q: 3 clusters Score -4470754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4470764.000000 Penalty: 5137.928223
	Iteration 23Q: 3 clusters Score -4470764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4470785.000000 Penalty: 5137.928223
	Iteration 24Q: 3 clusters Score -4470785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4470797.500000 Penalty: 5137.928223
	Iteration 25Q: 3 clusters Score -4470798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4470797.000000 Penalty: 5137.928223
	Iteration 26Q: 3 clusters Score -4470797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4470800.000000 Penalty: 5137.928223
	Iteration 27Q: 3 clusters Score -4470800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4470814.000000 Penalty: 5137.928223
	Iteration 28Q: 3 clusters Score -4470814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4470819.500000 Penalty: 5137.928223
	Iteration 29Q: 3 clusters Score -4470820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4470820.500000 Penalty: 5137.928223
	Iteration 30Q: 3 clusters Score -4470820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4470826.000000 Penalty: 5137.928223
	Iteration 31Q: 3 clusters Score -4470826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4470830.000000 Penalty: 5137.928223
	Iteration 32Q: 3 clusters Score -4470830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4470831.500000 Penalty: 5137.928223
	Iteration 33Q: 3 clusters Score -4470832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4470834.500000 Penalty: 5137.928223
	Iteration 34Q: 3 clusters Score -4470834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4470828.000000 Penalty: 5137.928223
	Iteration 35Q: 3 clusters Score -4470828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4470831.000000 Penalty: 5137.928223
	Iteration 36Q: 3 clusters Score -4470831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4470829.500000 Penalty: 5137.928223
	Iteration 37Q: 3 clusters Score -4470830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4470829.500000 Penalty: 5137.928223
	Iteration 38F: 3 clusters Score -4470830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156286 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30164 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27380 members 
Mstep: Class 11 contains 1506 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21221 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115928 members 
Mstep: Class 17 contains 25382 members 
Mstep: Class 19 contains 23094 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943160.000000 Penalty: 62815.007812
Iteration 199Q: 20 clusters Score -8.494316e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156267 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145467 members 
Mstep: Class 7 contains 30167 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27383 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21228 members 
Mstep: Class 14 contains 30920 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115934 members 
Mstep: Class 17 contains 25378 members 
Mstep: Class 19 contains 23096 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943096.000000 Penalty: 62815.007812
Iteration 200F: 20 clusters Score -8.49431e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156255 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27385 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21234 members 
Mstep: Class 14 contains 30916 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115941 members 
Mstep: Class 17 contains 25376 members 
Mstep: Class 19 contains 23098 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943144.000000 Penalty: 62815.007812
Iteration 201Q: 20 clusters Score -8.494314e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156253 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145454 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27387 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21236 members 
Mstep: Class 14 contains 30915 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115949 members 
Mstep: Class 17 contains 25375 members 
Mstep: Class 19 contains 23098 members 
Mstep: Class 20 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943112.000000 Penalty: 62815.007812
Iteration 202Q: 20 clusters Score -8.494311e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156245 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145456 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27391 members 
Mstep: Class 11 contains 1508 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21237 members 
Mstep: Class 14 contains 30915 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115946 members 
Mstep: Class 17 contains 25375 members 
Mstep: Class 19 contains 23099 members 
Mstep: Class 20 contains 31536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943136.000000 Penalty: 62815.007812
Iteration 203Q: 20 clusters Score -8.494314e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156237 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145464 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21239 members 
Mstep: Class 14 contains 30911 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115943 members 
Mstep: Class 17 contains 25373 members 
Mstep: Class 19 contains 23105 members 
Mstep: Class 20 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943128.000000 Penalty: 62815.007812
Iteration 204Q: 20 clusters Score -8.494313e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156227 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145469 members 
Mstep: Class 7 contains 30171 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27397 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21242 members 
Mstep: Class 14 contains 30909 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115938 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 19 contains 23107 members 
Mstep: Class 20 contains 31534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943160.000000 Penalty: 62815.007812
Iteration 205Q: 20 clusters Score -8.494316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156227 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145462 members 
Mstep: Class 7 contains 30169 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 115948 members 
Mstep: Class 17 contains 25374 members 
Mstep: Class 19 contains 23108 members 
Mstep: Class 20 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943200.000000 Penalty: 62815.007812
Iteration 206Q: 20 clusters Score -8.49432e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145463 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115949 members 
Mstep: Class 17 contains 25372 members 
Mstep: Class 19 contains 23113 members 
Mstep: Class 20 contains 31534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943192.000000 Penalty: 62815.007812
Iteration 207Q: 20 clusters Score -8.494319e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156225 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145459 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115958 members 
Mstep: Class 17 contains 25366 members 
Mstep: Class 19 contains 23113 members 
Mstep: Class 20 contains 31533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943152.000000 Penalty: 62815.007812
Iteration 208Q: 20 clusters Score -8.494315e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156228 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145448 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27399 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21243 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115966 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 19 contains 23117 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943176.000000 Penalty: 62815.007812
Iteration 209Q: 20 clusters Score -8.494318e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156231 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145440 members 
Mstep: Class 7 contains 30172 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21244 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115969 members 
Mstep: Class 17 contains 25363 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943160.000000 Penalty: 62815.007812
Iteration 210Q: 20 clusters Score -8.494316e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156235 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145431 members 
Mstep: Class 7 contains 30174 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21245 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115970 members 
Mstep: Class 17 contains 25364 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943192.000000 Penalty: 62815.007812
Iteration 211Q: 20 clusters Score -8.494319e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156239 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145429 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27398 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115966 members 
Mstep: Class 17 contains 25364 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943256.000000 Penalty: 62815.007812
Iteration 212Q: 20 clusters Score -8.494326e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156247 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145418 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115965 members 
Mstep: Class 17 contains 25364 members 
Mstep: Class 19 contains 23120 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 213Q: 20 clusters Score -8.494327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156245 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145417 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27404 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115967 members 
Mstep: Class 17 contains 25364 members 
Mstep: Class 19 contains 23120 members 
Mstep: Class 20 contains 31527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943280.000000 Penalty: 62815.007812
Iteration 214Q: 20 clusters Score -8.494328e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156239 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145415 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115971 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 19 contains 23123 members 
Mstep: Class 20 contains 31525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 215Q: 20 clusters Score -8.494327e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156238 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145405 members 
Mstep: Class 7 contains 30173 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27406 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115976 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 31527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943256.000000 Penalty: 62815.007812
Iteration 216Q: 20 clusters Score -8.494326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156240 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145399 members 
Mstep: Class 7 contains 30173 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27407 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115976 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23127 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 217Q: 20 clusters Score -8.494331e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156240 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145394 members 
Mstep: Class 7 contains 30173 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21251 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115980 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 19 contains 23130 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943296.000000 Penalty: 62815.007812
Iteration 218Q: 20 clusters Score -8.49433e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156234 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145387 members 
Mstep: Class 7 contains 30172 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115987 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23133 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943328.000000 Penalty: 62815.007812
Iteration 219Q: 20 clusters Score -8.494333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156227 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145382 members 
Mstep: Class 7 contains 30172 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 30904 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115993 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23137 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 220F: 20 clusters Score -8.494331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156221 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145380 members 
Mstep: Class 7 contains 30174 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115995 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23141 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943264.000000 Penalty: 62815.007812
Iteration 221Q: 20 clusters Score -8.494326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156223 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145378 members 
Mstep: Class 7 contains 30175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115992 members 
Mstep: Class 17 contains 25368 members 
Mstep: Class 19 contains 23145 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943280.000000 Penalty: 62815.007812
Iteration 222Q: 20 clusters Score -8.494328e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156223 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145376 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27409 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21250 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 115992 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943280.000000 Penalty: 62815.007812
Iteration 223Q: 20 clusters Score -8.494328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156226 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145364 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21249 members 
Mstep: Class 14 contains 30908 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116000 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943328.000000 Penalty: 62815.007812
Iteration 224Q: 20 clusters Score -8.494333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156229 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145359 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116005 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943328.000000 Penalty: 62815.007812
Iteration 225Q: 20 clusters Score -8.494333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156230 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145359 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116006 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943344.000000 Penalty: 62815.007812
Iteration 226Q: 20 clusters Score -8.494334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156225 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145360 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 30903 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116011 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943352.000000 Penalty: 62815.007812
Iteration 227Q: 20 clusters Score -8.494335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145359 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 30903 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116015 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943360.000000 Penalty: 62815.007812
Iteration 228Q: 20 clusters Score -8.494336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156217 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145359 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27410 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21248 members 
Mstep: Class 14 contains 30903 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116015 members 
Mstep: Class 17 contains 25368 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943336.000000 Penalty: 62815.007812
Iteration 229Q: 20 clusters Score -8.494334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156215 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145355 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21247 members 
Mstep: Class 14 contains 30903 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116020 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943344.000000 Penalty: 62815.007812
Iteration 230Q: 20 clusters Score -8.494334e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156212 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145356 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30903 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116023 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 231Q: 20 clusters Score -8.494331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156217 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145354 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116022 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 232Q: 20 clusters Score -8.49433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156218 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145352 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116022 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 233Q: 20 clusters Score -8.49433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145354 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116021 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943296.000000 Penalty: 62815.007812
Iteration 234Q: 20 clusters Score -8.49433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145354 members 
Mstep: Class 7 contains 30176 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116020 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943264.000000 Penalty: 62815.007812
Iteration 235Q: 20 clusters Score -8.494326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156215 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145353 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116021 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943296.000000 Penalty: 62815.007812
Iteration 236Q: 20 clusters Score -8.49433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156215 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145353 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116021 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 237Q: 20 clusters Score -8.49433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145353 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116021 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943288.000000 Penalty: 62815.007812
Iteration 238Q: 20 clusters Score -8.494329e+07 nChanged 3
Entering ConstructFrom: 
Score: -84943288.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -28351.894531 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -28351.89 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 125 members 
Entering Unmasked Estep 
Score: -27261.552734 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -27261.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27459.873047 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -27459.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27579.880859 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -27579.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27607.304688 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -27607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27657.306641 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -27657.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27684.259766 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -27684.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27707.646484 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -27707.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27721.289062 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -27721.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27738.785156 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -27738.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27738.785156 Penalty: 2742.596680
	Iteration 9F: 3 clusters Score -27738.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -85390.460938 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -85390.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83698.593750 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -83698.59 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83894.226562 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -83894.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83975.179688 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -83975.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84035.382812 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -84035.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84095.015625 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -84095.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84156.695312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -84156.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84241.937500 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -84241.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84464.429688 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -84464.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -84602.984375 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -84602.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84680.726562 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -84680.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84740.132812 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -84740.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84761.656250 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -84761.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84775.382812 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -84775.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -84777.929688 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -84777.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84779.015625 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -84779.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84779.015625 Penalty: 3240.759277
	Iteration 15F: 3 clusters Score -84779.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 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 441 members 
Entering Unmasked Estep 
Score: -102679.148438 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102679.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103006.273438 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103006.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -103166.960938 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103345.046875 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -103502.703125 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103502.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103720.484375 Penalty: 3347.384766
	Iteration 5F: 3 clusters Score -103720.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103981.625000 Penalty: 3347.384766
	Iteration 6F: 3 clusters Score -103981.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104293.562500 Penalty: 3347.384766
	Iteration 7F: 3 clusters Score -104293.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104567.023438 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -104567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104696.414062 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -104696.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -104759.984375 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -104760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -104823.421875 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -104823.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -104881.781250 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -104881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104930.992188 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -104931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -104989.859375 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -104989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105012.242188 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -105012.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -105028.156250 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -105028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105034.039062 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -105034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105034.039062 Penalty: 3347.384766
	Iteration 18F: 3 clusters Score -105034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 164 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145351 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116023 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 689 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
Score: -84942184.000000 Penalty: 66121.062500
Splitting cluster 3 changes total score from -84943288.000000 to -84942184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (156216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Entering Unmasked Estep 
Score: -21777556.000000 Penalty: 2965.830811
	Iteration 0F: 2 clusters Score -2.177756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78033 members 
Mstep: Class 2 contains 78183 members 
Entering Unmasked Estep 
Score: -21674984.000000 Penalty: 5931.661621
	Iteration 0F: 3 clusters Score -2.167498e+07 nChanged 74707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -21717766.000000 Penalty: 5931.661621
	Iteration 1F: 3 clusters Score -2.171777e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -21718516.000000 Penalty: 5931.661621
	Iteration 2Q: 3 clusters Score -2.171852e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -21719544.000000 Penalty: 5931.661621
	Iteration 3Q: 3 clusters Score -2.171954e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -21720844.000000 Penalty: 5931.661621
	Iteration 4Q: 3 clusters Score -2.172084e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84885 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -21722654.000000 Penalty: 5931.661621
	Iteration 5Q: 3 clusters Score -2.172265e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 67977 members 
Entering Unmasked Estep 
Score: -21725646.000000 Penalty: 5931.661621
	Iteration 6Q: 3 clusters Score -2.172565e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93068 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -21730610.000000 Penalty: 5931.661621
	Iteration 7F: 3 clusters Score -2.173061e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -21737356.000000 Penalty: 5931.661621
	Iteration 8F: 3 clusters Score -2.173736e+07 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 50207 members 
Entering Unmasked Estep 
Score: -21745874.000000 Penalty: 5931.661621
	Iteration 9F: 3 clusters Score -2.174587e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112224 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -21754448.000000 Penalty: 5931.661621
	Iteration 10F: 3 clusters Score -2.175445e+07 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116587 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -21760716.000000 Penalty: 5931.661621
	Iteration 11F: 3 clusters Score -2.176072e+07 nChanged 5544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119909 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -21764878.000000 Penalty: 5931.661621
	Iteration 12Q: 3 clusters Score -2.176488e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -21767394.000000 Penalty: 5931.661621
	Iteration 13Q: 3 clusters Score -2.176739e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125656 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -21769372.000000 Penalty: 5931.661621
	Iteration 14Q: 3 clusters Score -2.176937e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128165 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -21771022.000000 Penalty: 5931.661621
	Iteration 15Q: 3 clusters Score -2.177102e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130357 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -21772336.000000 Penalty: 5931.661621
	Iteration 16Q: 3 clusters Score -2.177234e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132198 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -21773390.000000 Penalty: 5931.661621
	Iteration 17Q: 3 clusters Score -2.177339e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133836 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -21774050.000000 Penalty: 5931.661621
	Iteration 18Q: 3 clusters Score -2.177405e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135293 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -21774664.000000 Penalty: 5931.661621
	Iteration 19Q: 3 clusters Score -2.177466e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136571 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -21774996.000000 Penalty: 5931.661621
	Iteration 20F: 3 clusters Score -2.1775e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137707 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -21775378.000000 Penalty: 5931.661621
	Iteration 21Q: 3 clusters Score -2.177538e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138737 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -21775642.000000 Penalty: 5931.661621
	Iteration 22Q: 3 clusters Score -2.177564e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139647 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -21775838.000000 Penalty: 5931.661621
	Iteration 23Q: 3 clusters Score -2.177584e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140483 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -21775892.000000 Penalty: 5931.661621
	Iteration 24Q: 3 clusters Score -2.177589e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141267 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -21776070.000000 Penalty: 5931.661621
	Iteration 25Q: 3 clusters Score -2.177607e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141983 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -21776198.000000 Penalty: 5931.661621
	Iteration 26Q: 3 clusters Score -2.17762e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142622 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -21776338.000000 Penalty: 5931.661621
	Iteration 27Q: 3 clusters Score -2.177634e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143216 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -21776446.000000 Penalty: 5931.661621
	Iteration 28Q: 3 clusters Score -2.177645e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143756 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -21776584.000000 Penalty: 5931.661621
	Iteration 29Q: 3 clusters Score -2.177658e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -21776708.000000 Penalty: 5931.661621
	Iteration 30Q: 3 clusters Score -2.177671e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144716 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -21776824.000000 Penalty: 5931.661621
	Iteration 31Q: 3 clusters Score -2.177682e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -21776940.000000 Penalty: 5931.661621
	Iteration 32Q: 3 clusters Score -2.177694e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145507 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -21777012.000000 Penalty: 5931.661621
	Iteration 33Q: 3 clusters Score -2.177701e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145825 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -21777038.000000 Penalty: 5931.661621
	Iteration 34Q: 3 clusters Score -2.177704e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -21776996.000000 Penalty: 5931.661621
	Iteration 35Q: 3 clusters Score -2.1777e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146428 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -21777064.000000 Penalty: 5931.661621
	Iteration 36Q: 3 clusters Score -2.177706e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146700 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -21777154.000000 Penalty: 5931.661621
	Iteration 37Q: 3 clusters Score -2.177715e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146924 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -21777214.000000 Penalty: 5931.661621
	Iteration 38Q: 3 clusters Score -2.177721e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -21777220.000000 Penalty: 5931.661621
	Iteration 39Q: 3 clusters Score -2.177722e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147383 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -21777266.000000 Penalty: 5931.661621
	Iteration 40F: 3 clusters Score -2.177727e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147594 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -21777236.000000 Penalty: 5931.661621
	Iteration 41Q: 3 clusters Score -2.177724e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147768 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -21777232.000000 Penalty: 5931.661621
	Iteration 42Q: 3 clusters Score -2.177723e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147933 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -21777208.000000 Penalty: 5931.661621
	Iteration 43Q: 3 clusters Score -2.177721e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148075 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -21777242.000000 Penalty: 5931.661621
	Iteration 44Q: 3 clusters Score -2.177724e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148204 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -21777212.000000 Penalty: 5931.661621
	Iteration 45Q: 3 clusters Score -2.177721e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148352 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -21777224.000000 Penalty: 5931.661621
	Iteration 46Q: 3 clusters Score -2.177722e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -21777232.000000 Penalty: 5931.661621
	Iteration 47Q: 3 clusters Score -2.177723e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -21777276.000000 Penalty: 5931.661621
	Iteration 48Q: 3 clusters Score -2.177728e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148838 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -21777226.000000 Penalty: 5931.661621
	Iteration 49Q: 3 clusters Score -2.177723e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149014 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -21777248.000000 Penalty: 5931.661621
	Iteration 50Q: 3 clusters Score -2.177725e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -21777250.000000 Penalty: 5931.661621
	Iteration 51Q: 3 clusters Score -2.177725e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -21777224.000000 Penalty: 5931.661621
	Iteration 52Q: 3 clusters Score -2.177722e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -21777212.000000 Penalty: 5931.661621
	Iteration 53Q: 3 clusters Score -2.177721e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -21777204.000000 Penalty: 5931.661621
	Iteration 54Q: 3 clusters Score -2.17772e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149687 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -21777164.000000 Penalty: 5931.661621
	Iteration 55Q: 3 clusters Score -2.177716e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -21777168.000000 Penalty: 5931.661621
	Iteration 56Q: 3 clusters Score -2.177717e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149900 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -21777198.000000 Penalty: 5931.661621
	Iteration 57Q: 3 clusters Score -2.17772e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149989 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -21777174.000000 Penalty: 5931.661621
	Iteration 58Q: 3 clusters Score -2.177717e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150072 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -21777180.000000 Penalty: 5931.661621
	Iteration 59Q: 3 clusters Score -2.177718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150143 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -21777212.000000 Penalty: 5931.661621
	Iteration 60F: 3 clusters Score -2.177721e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150210 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -21777234.000000 Penalty: 5931.661621
	Iteration 61Q: 3 clusters Score -2.177723e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150279 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -21777246.000000 Penalty: 5931.661621
	Iteration 62Q: 3 clusters Score -2.177725e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150337 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -21777208.000000 Penalty: 5931.661621
	Iteration 63Q: 3 clusters Score -2.177721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150405 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -21777194.000000 Penalty: 5931.661621
	Iteration 64Q: 3 clusters Score -2.177719e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -21777206.000000 Penalty: 5931.661621
	Iteration 65Q: 3 clusters Score -2.177721e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150528 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -21777214.000000 Penalty: 5931.661621
	Iteration 66Q: 3 clusters Score -2.177721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150591 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -21777204.000000 Penalty: 5931.661621
	Iteration 67Q: 3 clusters Score -2.17772e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -21777190.000000 Penalty: 5931.661621
	Iteration 68Q: 3 clusters Score -2.177719e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -21777134.000000 Penalty: 5931.661621
	Iteration 69Q: 3 clusters Score -2.177713e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -21777154.000000 Penalty: 5931.661621
	Iteration 70Q: 3 clusters Score -2.177715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -21777154.000000 Penalty: 5931.661621
	Iteration 71Q: 3 clusters Score -2.177715e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150887 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -21777122.000000 Penalty: 5931.661621
	Iteration 72Q: 3 clusters Score -2.177712e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150933 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -21777118.000000 Penalty: 5931.661621
	Iteration 73Q: 3 clusters Score -2.177712e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -21777114.000000 Penalty: 5931.661621
	Iteration 74Q: 3 clusters Score -2.177711e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -21777090.000000 Penalty: 5931.661621
	Iteration 75Q: 3 clusters Score -2.177709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -21777108.000000 Penalty: 5931.661621
	Iteration 76Q: 3 clusters Score -2.177711e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -21777122.000000 Penalty: 5931.661621
	Iteration 77Q: 3 clusters Score -2.177712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151140 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21777144.000000 Penalty: 5931.661621
	Iteration 78Q: 3 clusters Score -2.177714e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151171 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -21777156.000000 Penalty: 5931.661621
	Iteration 79Q: 3 clusters Score -2.177716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -21777168.000000 Penalty: 5931.661621
	Iteration 80F: 3 clusters Score -2.177717e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151235 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -21777176.000000 Penalty: 5931.661621
	Iteration 81Q: 3 clusters Score -2.177718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -21777162.000000 Penalty: 5931.661621
	Iteration 82Q: 3 clusters Score -2.177716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151289 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -21777166.000000 Penalty: 5931.661621
	Iteration 83Q: 3 clusters Score -2.177717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -21777172.000000 Penalty: 5931.661621
	Iteration 84Q: 3 clusters Score -2.177717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -21777146.000000 Penalty: 5931.661621
	Iteration 85Q: 3 clusters Score -2.177715e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151355 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -21777156.000000 Penalty: 5931.661621
	Iteration 86Q: 3 clusters Score -2.177716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -21777152.000000 Penalty: 5931.661621
	Iteration 87Q: 3 clusters Score -2.177715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -21777122.000000 Penalty: 5931.661621
	Iteration 88Q: 3 clusters Score -2.177712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151415 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -21777120.000000 Penalty: 5931.661621
	Iteration 89Q: 3 clusters Score -2.177712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151437 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -21777108.000000 Penalty: 5931.661621
	Iteration 90Q: 3 clusters Score -2.177711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151453 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -21777106.000000 Penalty: 5931.661621
	Iteration 91Q: 3 clusters Score -2.177711e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -21777084.000000 Penalty: 5931.661621
	Iteration 92Q: 3 clusters Score -2.177708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -21777110.000000 Penalty: 5931.661621
	Iteration 93Q: 3 clusters Score -2.177711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151510 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -21777100.000000 Penalty: 5931.661621
	Iteration 94Q: 3 clusters Score -2.17771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151521 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -21777096.000000 Penalty: 5931.661621
	Iteration 95Q: 3 clusters Score -2.17771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -21777096.000000 Penalty: 5931.661621
	Iteration 96Q: 3 clusters Score -2.17771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151545 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -21777102.000000 Penalty: 5931.661621
	Iteration 97Q: 3 clusters Score -2.17771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151555 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -21777084.000000 Penalty: 5931.661621
	Iteration 98Q: 3 clusters Score -2.177708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151564 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -21777092.000000 Penalty: 5931.661621
	Iteration 99Q: 3 clusters Score -2.177709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151567 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -21777090.000000 Penalty: 5931.661621
	Iteration 100F: 3 clusters Score -2.177709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151571 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21777110.000000 Penalty: 5931.661621
	Iteration 101Q: 3 clusters Score -2.177711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -21777104.000000 Penalty: 5931.661621
	Iteration 102Q: 3 clusters Score -2.17771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151577 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -21777104.000000 Penalty: 5931.661621
	Iteration 103Q: 3 clusters Score -2.17771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -21777104.000000 Penalty: 5931.661621
	Iteration 104Q: 3 clusters Score -2.17771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151581 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -21777102.000000 Penalty: 5931.661621
	Iteration 105Q: 3 clusters Score -2.17771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151584 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -21777106.000000 Penalty: 5931.661621
	Iteration 106Q: 3 clusters Score -2.177711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -21777092.000000 Penalty: 5931.661621
	Iteration 107Q: 3 clusters Score -2.177709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -21777092.000000 Penalty: 5931.661621
	Iteration 108F: 3 clusters Score -2.177709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -59616.167969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -59616.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58101.195312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -58101.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58245.886719 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -58245.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58328.445312 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -58328.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58371.191406 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -58371.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -58425.679688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -58425.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58473.484375 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -58473.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58563.167969 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -58563.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -58625.894531 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -58625.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -58704.816406 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -58704.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58753.027344 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -58753.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58780.808594 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -58780.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58798.378906 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -58798.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58806.636719 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -58806.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -58813.062500 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -58813.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -58825.382812 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -58825.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58840.207031 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -58840.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -58850.429688 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -58850.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58857.871094 Penalty: 3067.337891
	Iteration 17Q: 3 clusters Score -58857.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58862.996094 Penalty: 3067.337891
	Iteration 18Q: 3 clusters Score -58863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -58866.214844 Penalty: 3067.337891
	Iteration 19Q: 3 clusters Score -58866.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -58870.449219 Penalty: 3067.337891
	Iteration 20F: 3 clusters Score -58870.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -58872.675781 Penalty: 3067.337891
	Iteration 21Q: 3 clusters Score -58872.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58874.675781 Penalty: 3067.337891
	Iteration 22Q: 3 clusters Score -58874.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -58874.675781 Penalty: 3067.337891
	Iteration 23F: 3 clusters Score -58874.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (145351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145351 members 
Entering Unmasked Estep 
Score: -20290384.000000 Penalty: 2947.952881
	Iteration 0F: 2 clusters Score -2.029038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -20194016.000000 Penalty: 5895.905762
	Iteration 0F: 3 clusters Score -2.019402e+07 nChanged 69541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69493 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -20234036.000000 Penalty: 5895.905762
	Iteration 1F: 3 clusters Score -2.023404e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 77487 members 
Entering Unmasked Estep 
Score: -20235296.000000 Penalty: 5895.905762
	Iteration 2Q: 3 clusters Score -2.02353e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -20236794.000000 Penalty: 5895.905762
	Iteration 3Q: 3 clusters Score -2.023679e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61908 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -20238932.000000 Penalty: 5895.905762
	Iteration 4Q: 3 clusters Score -2.023893e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -20242148.000000 Penalty: 5895.905762
	Iteration 5Q: 3 clusters Score -2.024215e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -20246886.000000 Penalty: 5895.905762
	Iteration 6F: 3 clusters Score -2.024689e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 102757 members 
Entering Unmasked Estep 
Score: -20253476.000000 Penalty: 5895.905762
	Iteration 7F: 3 clusters Score -2.025348e+07 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 111631 members 
Entering Unmasked Estep 
Score: -20261000.000000 Penalty: 5895.905762
	Iteration 8F: 3 clusters Score -2.0261e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 119997 members 
Entering Unmasked Estep 
Score: -20268486.000000 Penalty: 5895.905762
	Iteration 9F: 3 clusters Score -2.026849e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 127068 members 
Entering Unmasked Estep 
Score: -20274658.000000 Penalty: 5895.905762
	Iteration 10F: 3 clusters Score -2.027466e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 132484 members 
Entering Unmasked Estep 
Score: -20279384.000000 Penalty: 5895.905762
	Iteration 11Q: 3 clusters Score -2.027938e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 136343 members 
Entering Unmasked Estep 
Score: -20282408.000000 Penalty: 5895.905762
	Iteration 12Q: 3 clusters Score -2.028241e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -20284352.000000 Penalty: 5895.905762
	Iteration 13Q: 3 clusters Score -2.028435e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 140843 members 
Entering Unmasked Estep 
Score: -20285604.000000 Penalty: 5895.905762
	Iteration 14Q: 3 clusters Score -2.02856e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 142135 members 
Entering Unmasked Estep 
Score: -20286438.000000 Penalty: 5895.905762
	Iteration 15Q: 3 clusters Score -2.028644e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 142957 members 
Entering Unmasked Estep 
Score: -20286866.000000 Penalty: 5895.905762
	Iteration 16Q: 3 clusters Score -2.028687e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 143545 members 
Entering Unmasked Estep 
Score: -20287166.000000 Penalty: 5895.905762
	Iteration 17Q: 3 clusters Score -2.028717e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 143930 members 
Entering Unmasked Estep 
Score: -20287372.000000 Penalty: 5895.905762
	Iteration 18Q: 3 clusters Score -2.028737e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 144170 members 
Entering Unmasked Estep 
Score: -20287492.000000 Penalty: 5895.905762
	Iteration 19Q: 3 clusters Score -2.028749e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 144322 members 
Entering Unmasked Estep 
Score: -20287568.000000 Penalty: 5895.905762
	Iteration 20F: 3 clusters Score -2.028757e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 144427 members 
Entering Unmasked Estep 
Score: -20287594.000000 Penalty: 5895.905762
	Iteration 21Q: 3 clusters Score -2.028759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 144489 members 
Entering Unmasked Estep 
Score: -20287656.000000 Penalty: 5895.905762
	Iteration 22Q: 3 clusters Score -2.028766e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 144541 members 
Entering Unmasked Estep 
Score: -20287716.000000 Penalty: 5895.905762
	Iteration 23Q: 3 clusters Score -2.028772e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 144571 members 
Entering Unmasked Estep 
Score: -20287728.000000 Penalty: 5895.905762
	Iteration 24Q: 3 clusters Score -2.028773e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 144602 members 
Entering Unmasked Estep 
Score: -20287756.000000 Penalty: 5895.905762
	Iteration 25Q: 3 clusters Score -2.028776e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 144636 members 
Entering Unmasked Estep 
Score: -20287786.000000 Penalty: 5895.905762
	Iteration 26Q: 3 clusters Score -2.028779e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 144652 members 
Entering Unmasked Estep 
Score: -20287814.000000 Penalty: 5895.905762
	Iteration 27Q: 3 clusters Score -2.028781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 144660 members 
Entering Unmasked Estep 
Score: -20287816.000000 Penalty: 5895.905762
	Iteration 28Q: 3 clusters Score -2.028782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 144665 members 
Entering Unmasked Estep 
Score: -20287814.000000 Penalty: 5895.905762
	Iteration 29Q: 3 clusters Score -2.028781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 144671 members 
Entering Unmasked Estep 
Score: -20287828.000000 Penalty: 5895.905762
	Iteration 30Q: 3 clusters Score -2.028783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -20287816.000000 Penalty: 5895.905762
	Iteration 31Q: 3 clusters Score -2.028782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 144687 members 
Entering Unmasked Estep 
Score: -20287820.000000 Penalty: 5895.905762
	Iteration 32Q: 3 clusters Score -2.028782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -20287836.000000 Penalty: 5895.905762
	Iteration 33Q: 3 clusters Score -2.028784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 144693 members 
Entering Unmasked Estep 
Score: -20287832.000000 Penalty: 5895.905762
	Iteration 34Q: 3 clusters Score -2.028783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 144698 members 
Entering Unmasked Estep 
Score: -20287828.000000 Penalty: 5895.905762
	Iteration 35Q: 3 clusters Score -2.028783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 144707 members 
Entering Unmasked Estep 
Score: -20287830.000000 Penalty: 5895.905762
	Iteration 36Q: 3 clusters Score -2.028783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 144711 members 
Entering Unmasked Estep 
Score: -20287842.000000 Penalty: 5895.905762
	Iteration 37Q: 3 clusters Score -2.028784e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 144720 members 
Entering Unmasked Estep 
Score: -20287850.000000 Penalty: 5895.905762
	Iteration 38Q: 3 clusters Score -2.028785e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 144723 members 
Entering Unmasked Estep 
Score: -20287858.000000 Penalty: 5895.905762
	Iteration 39Q: 3 clusters Score -2.028786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 144726 members 
Entering Unmasked Estep 
Score: -20287868.000000 Penalty: 5895.905762
	Iteration 40F: 3 clusters Score -2.028787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 144728 members 
Entering Unmasked Estep 
Score: -20287872.000000 Penalty: 5895.905762
	Iteration 41Q: 3 clusters Score -2.028787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 144732 members 
Entering Unmasked Estep 
Score: -20287868.000000 Penalty: 5895.905762
	Iteration 42Q: 3 clusters Score -2.028787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 144735 members 
Entering Unmasked Estep 
Score: -20287878.000000 Penalty: 5895.905762
	Iteration 43Q: 3 clusters Score -2.028788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 144737 members 
Entering Unmasked Estep 
Score: -20287876.000000 Penalty: 5895.905762
	Iteration 44Q: 3 clusters Score -2.028788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -20287882.000000 Penalty: 5895.905762
	Iteration 45Q: 3 clusters Score -2.028788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -20287880.000000 Penalty: 5895.905762
	Iteration 46Q: 3 clusters Score -2.028788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 144741 members 
Entering Unmasked Estep 
Score: -20287880.000000 Penalty: 5895.905762
	Iteration 47F: 3 clusters Score -2.028788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Entering Unmasked Estep 
Score: -4280842.000000 Penalty: 2558.079102
	Iteration 0F: 2 clusters Score -4280842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -4260228.000000 Penalty: 5116.158203
	Iteration 0F: 3 clusters Score -4260228 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4267467.500000 Penalty: 5116.158203
	Iteration 1F: 3 clusters Score -4267468 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4267821.000000 Penalty: 5116.158203
	Iteration 2Q: 3 clusters Score -4267821 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4268156.500000 Penalty: 5116.158203
	Iteration 3Q: 3 clusters Score -4268156 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -4268489.500000 Penalty: 5116.158203
	Iteration 4Q: 3 clusters Score -4268490 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4268832.500000 Penalty: 5116.158203
	Iteration 5Q: 3 clusters Score -4268832 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -4269200.500000 Penalty: 5116.158203
	Iteration 6Q: 3 clusters Score -4269200 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -4269587.500000 Penalty: 5116.158203
	Iteration 7Q: 3 clusters Score -4269588 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -4270040.000000 Penalty: 5116.158203
	Iteration 8Q: 3 clusters Score -4270040 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4270535.000000 Penalty: 5116.158203
	Iteration 9Q: 3 clusters Score -4270535 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -4271063.000000 Penalty: 5116.158203
	Iteration 10Q: 3 clusters Score -4271063 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4271686.500000 Penalty: 5116.158203
	Iteration 11Q: 3 clusters Score -4271686 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4272341.000000 Penalty: 5116.158203
	Iteration 12Q: 3 clusters Score -4272341 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4273107.000000 Penalty: 5116.158203
	Iteration 13Q: 3 clusters Score -4273107 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4273898.000000 Penalty: 5116.158203
	Iteration 14Q: 3 clusters Score -4273898 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4274623.500000 Penalty: 5116.158203
	Iteration 15Q: 3 clusters Score -4274624 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4275135.500000 Penalty: 5116.158203
	Iteration 16Q: 3 clusters Score -4275136 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -4275553.000000 Penalty: 5116.158203
	Iteration 17Q: 3 clusters Score -4275553 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4275852.500000 Penalty: 5116.158203
	Iteration 18Q: 3 clusters Score -4275852 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -4276075.500000 Penalty: 5116.158203
	Iteration 19Q: 3 clusters Score -4276076 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4276287.000000 Penalty: 5116.158203
	Iteration 20F: 3 clusters Score -4276287 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4276487.000000 Penalty: 5116.158203
	Iteration 21Q: 3 clusters Score -4276487 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4276677.500000 Penalty: 5116.158203
	Iteration 22Q: 3 clusters Score -4276678 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4276882.000000 Penalty: 5116.158203
	Iteration 23Q: 3 clusters Score -4276882 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4277050.500000 Penalty: 5116.158203
	Iteration 24Q: 3 clusters Score -4277050 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -4277236.000000 Penalty: 5116.158203
	Iteration 25Q: 3 clusters Score -4277236 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4277393.500000 Penalty: 5116.158203
	Iteration 26Q: 3 clusters Score -4277394 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4277551.000000 Penalty: 5116.158203
	Iteration 27Q: 3 clusters Score -4277551 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4277695.500000 Penalty: 5116.158203
	Iteration 28Q: 3 clusters Score -4277696 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4277816.000000 Penalty: 5116.158203
	Iteration 29Q: 3 clusters Score -4277816 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4277942.000000 Penalty: 5116.158203
	Iteration 30Q: 3 clusters Score -4277942 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4278044.500000 Penalty: 5116.158203
	Iteration 31Q: 3 clusters Score -4278044 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4278130.500000 Penalty: 5116.158203
	Iteration 32Q: 3 clusters Score -4278130 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4278209.500000 Penalty: 5116.158203
	Iteration 33Q: 3 clusters Score -4278210 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4278277.000000 Penalty: 5116.158203
	Iteration 34Q: 3 clusters Score -4278277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4278339.500000 Penalty: 5116.158203
	Iteration 35Q: 3 clusters Score -4278340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4278390.500000 Penalty: 5116.158203
	Iteration 36Q: 3 clusters Score -4278390 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4278422.000000 Penalty: 5116.158203
	Iteration 37Q: 3 clusters Score -4278422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4278456.000000 Penalty: 5116.158203
	Iteration 38Q: 3 clusters Score -4278456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4278482.500000 Penalty: 5116.158203
	Iteration 39Q: 3 clusters Score -4278482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4278508.500000 Penalty: 5116.158203
	Iteration 40F: 3 clusters Score -4278508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4278521.000000 Penalty: 5116.158203
	Iteration 41Q: 3 clusters Score -4278521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4278535.500000 Penalty: 5116.158203
	Iteration 42Q: 3 clusters Score -4278536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4278545.000000 Penalty: 5116.158203
	Iteration 43Q: 3 clusters Score -4278545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4278562.000000 Penalty: 5116.158203
	Iteration 44Q: 3 clusters Score -4278562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4278579.000000 Penalty: 5116.158203
	Iteration 45Q: 3 clusters Score -4278579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4278599.000000 Penalty: 5116.158203
	Iteration 46Q: 3 clusters Score -4278599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4278605.500000 Penalty: 5116.158203
	Iteration 47Q: 3 clusters Score -4278606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4278619.000000 Penalty: 5116.158203
	Iteration 48Q: 3 clusters Score -4278619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4278620.500000 Penalty: 5116.158203
	Iteration 49Q: 3 clusters Score -4278620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4278622.000000 Penalty: 5116.158203
	Iteration 50Q: 3 clusters Score -4278622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4278631.000000 Penalty: 5116.158203
	Iteration 51Q: 3 clusters Score -4278631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4278633.500000 Penalty: 5116.158203
	Iteration 52Q: 3 clusters Score -4278634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4278635.000000 Penalty: 5116.158203
	Iteration 53Q: 3 clusters Score -4278635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4278634.000000 Penalty: 5116.158203
	Iteration 54Q: 3 clusters Score -4278634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4278633.000000 Penalty: 5116.158203
	Iteration 55Q: 3 clusters Score -4278633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4278638.500000 Penalty: 5116.158203
	Iteration 56Q: 3 clusters Score -4278638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4278637.500000 Penalty: 5116.158203
	Iteration 57Q: 3 clusters Score -4278638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4278640.000000 Penalty: 5116.158203
	Iteration 58Q: 3 clusters Score -4278640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4278640.500000 Penalty: 5116.158203
	Iteration 59Q: 3 clusters Score -4278640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4278640.500000 Penalty: 5116.158203
	Iteration 60F: 3 clusters Score -4278640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4278646.500000 Penalty: 5116.158203
	Iteration 61Q: 3 clusters Score -4278646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4278653.000000 Penalty: 5116.158203
	Iteration 62Q: 3 clusters Score -4278653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4278652.500000 Penalty: 5116.158203
	Iteration 63Q: 3 clusters Score -4278652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4278655.500000 Penalty: 5116.158203
	Iteration 64Q: 3 clusters Score -4278656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4278659.000000 Penalty: 5116.158203
	Iteration 65Q: 3 clusters Score -4278659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4278655.500000 Penalty: 5116.158203
	Iteration 66Q: 3 clusters Score -4278656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4278661.000000 Penalty: 5116.158203
	Iteration 67Q: 3 clusters Score -4278661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4278663.500000 Penalty: 5116.158203
	Iteration 68Q: 3 clusters Score -4278664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4278664.000000 Penalty: 5116.158203
	Iteration 69Q: 3 clusters Score -4278664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4278673.000000 Penalty: 5116.158203
	Iteration 70Q: 3 clusters Score -4278673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4278673.500000 Penalty: 5116.158203
	Iteration 71Q: 3 clusters Score -4278674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4278677.000000 Penalty: 5116.158203
	Iteration 72Q: 3 clusters Score -4278677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4278675.500000 Penalty: 5116.158203
	Iteration 73Q: 3 clusters Score -4278676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4278675.500000 Penalty: 5116.158203
	Iteration 74F: 3 clusters Score -4278676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -69748.742188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -69748.74 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 258 members 
Entering Unmasked Estep 
Score: -68187.031250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68187.03 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68393.945312 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -68393.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68434.179688 Penalty: 3102.852051
	Iteration 2Q: 3 clusters Score -68434.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68452.101562 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -68452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68452.101562 Penalty: 3102.852051
	Iteration 4F: 3 clusters Score -68452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59582.136719 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59582.14 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59807.878906 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59807.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59878.714844 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -59878.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -59905.750000 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -59905.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59924.433594 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -59924.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -59946.679688 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -59946.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59947.835938 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -59947.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59947.835938 Penalty: 3076.457764
	Iteration 7F: 3 clusters Score -59947.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Entering Unmasked Estep 
Score: -3895764.500000 Penalty: 2534.246338
	Iteration 0F: 2 clusters Score -3895764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3876894.500000 Penalty: 5068.492676
	Iteration 0F: 3 clusters Score -3876894 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3883340.000000 Penalty: 5068.492676
	Iteration 1F: 3 clusters Score -3883340 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3883781.500000 Penalty: 5068.492676
	Iteration 2Q: 3 clusters Score -3883782 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3884227.000000 Penalty: 5068.492676
	Iteration 3Q: 3 clusters Score -3884227 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3884798.000000 Penalty: 5068.492676
	Iteration 4Q: 3 clusters Score -3884798 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3885617.500000 Penalty: 5068.492676
	Iteration 5F: 3 clusters Score -3885618 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3886732.000000 Penalty: 5068.492676
	Iteration 6F: 3 clusters Score -3886732 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3888269.250000 Penalty: 5068.492676
	Iteration 7F: 3 clusters Score -3888269 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3889980.500000 Penalty: 5068.492676
	Iteration 8F: 3 clusters Score -3889980 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3891492.250000 Penalty: 5068.492676
	Iteration 9F: 3 clusters Score -3891492 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3892497.750000 Penalty: 5068.492676
	Iteration 10Q: 3 clusters Score -3892498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3893038.500000 Penalty: 5068.492676
	Iteration 11Q: 3 clusters Score -3893038 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3893294.500000 Penalty: 5068.492676
	Iteration 12Q: 3 clusters Score -3893294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3893416.500000 Penalty: 5068.492676
	Iteration 13Q: 3 clusters Score -3893416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3893482.750000 Penalty: 5068.492676
	Iteration 14Q: 3 clusters Score -3893483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3893517.250000 Penalty: 5068.492676
	Iteration 15Q: 3 clusters Score -3893517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3893541.250000 Penalty: 5068.492676
	Iteration 16Q: 3 clusters Score -3893541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3893557.250000 Penalty: 5068.492676
	Iteration 17Q: 3 clusters Score -3893557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3893561.500000 Penalty: 5068.492676
	Iteration 18Q: 3 clusters Score -3893562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3893570.250000 Penalty: 5068.492676
	Iteration 19Q: 3 clusters Score -3893570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3893575.000000 Penalty: 5068.492676
	Iteration 20F: 3 clusters Score -3893575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3893580.750000 Penalty: 5068.492676
	Iteration 21Q: 3 clusters Score -3893581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3893588.250000 Penalty: 5068.492676
	Iteration 22Q: 3 clusters Score -3893588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3893589.000000 Penalty: 5068.492676
	Iteration 23Q: 3 clusters Score -3893589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3893588.000000 Penalty: 5068.492676
	Iteration 24Q: 3 clusters Score -3893588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3893591.500000 Penalty: 5068.492676
	Iteration 25Q: 3 clusters Score -3893592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3893600.250000 Penalty: 5068.492676
	Iteration 26Q: 3 clusters Score -3893600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3893602.750000 Penalty: 5068.492676
	Iteration 27Q: 3 clusters Score -3893603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3893602.750000 Penalty: 5068.492676
	Iteration 28Q: 3 clusters Score -3893603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3893604.750000 Penalty: 5068.492676
	Iteration 29Q: 3 clusters Score -3893605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3893604.750000 Penalty: 5068.492676
	Iteration 30F: 3 clusters Score -3893605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -200981.000000 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -200981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198733.125000 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -198733.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -199109.890625 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -199109.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -199230.281250 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -199230.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199326.078125 Penalty: 3629.666748
	Iteration 3Q: 3 clusters Score -199326.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -199420.765625 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -199420.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -199506.046875 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -199506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -199571.937500 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -199571.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -199619.437500 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -199619.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -199651.421875 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -199651.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199697.312500 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -199697.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -199728.828125 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -199728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -199759.671875 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -199759.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -199802.687500 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -199802.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -199839.671875 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -199839.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -199874.984375 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -199875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199905.390625 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -199905.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -199936.734375 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -199936.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -199961.796875 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -199961.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -199981.562500 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -199981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -199999.906250 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -199999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -200017.984375 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -200018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -200025.109375 Penalty: 3629.666748
	Iteration 21Q: 3 clusters Score -200025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -200033.250000 Penalty: 3629.666748
	Iteration 22Q: 3 clusters Score -200033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -200046.109375 Penalty: 3629.666748
	Iteration 23Q: 3 clusters Score -200046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -200059.062500 Penalty: 3629.666748
	Iteration 24Q: 3 clusters Score -200059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -200070.703125 Penalty: 3629.666748
	Iteration 25Q: 3 clusters Score -200070.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -200089.718750 Penalty: 3629.666748
	Iteration 26Q: 3 clusters Score -200089.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -200115.546875 Penalty: 3629.666748
	Iteration 27Q: 3 clusters Score -200115.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -200157.578125 Penalty: 3629.666748
	Iteration 28Q: 3 clusters Score -200157.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200196.703125 Penalty: 3629.666748
	Iteration 29Q: 3 clusters Score -200196.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -200242.453125 Penalty: 3629.666748
	Iteration 30Q: 3 clusters Score -200242.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -200315.156250 Penalty: 3629.666748
	Iteration 31Q: 3 clusters Score -200315.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -200432.093750 Penalty: 3629.666748
	Iteration 32Q: 3 clusters Score -200432.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -200621.656250 Penalty: 3629.666748
	Iteration 33Q: 3 clusters Score -200621.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -200876.078125 Penalty: 3629.666748
	Iteration 34Q: 3 clusters Score -200876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200953.328125 Penalty: 3629.666748
	Iteration 35Q: 3 clusters Score -200953.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -200996.218750 Penalty: 3629.666748
	Iteration 36Q: 3 clusters Score -200996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -201025.968750 Penalty: 3629.666748
	Iteration 37Q: 3 clusters Score -201026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -201054.843750 Penalty: 3629.666748
	Iteration 38Q: 3 clusters Score -201054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201066.250000 Penalty: 3629.666748
	Iteration 39Q: 3 clusters Score -201066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -201069.484375 Penalty: 3629.666748
	Iteration 40F: 3 clusters Score -201069.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145351 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 863 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116023 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
Score: -84941896.000000 Penalty: 66121.062500
Splitting cluster 11 changes total score from -84943288.000000 to -84941896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -274893.468750 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -274893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -272279.250000 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -272279.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272732.625000 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -272732.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -272834.968750 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -272835 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -272888.906250 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -272888.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -272920.375000 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -272920.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272945.156250 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -272945.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -272964.937500 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -272964.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -272977.375000 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -272977.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -272986.468750 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -272986.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -272991.812500 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -272991.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -272996.218750 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -272996.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -273002.437500 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -273002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -273004.375000 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -273004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -273007.406250 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -273007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273009.625000 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -273009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273011.562500 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -273011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273014.906250 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -273014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -273018.593750 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -273018.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -273021.531250 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -273021.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273025.656250 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -273025.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -273028.250000 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -273028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -273029.812500 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -273029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273032.375000 Penalty: 3765.313232
	Iteration 22Q: 3 clusters Score -273032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -273033.625000 Penalty: 3765.313232
	Iteration 23Q: 3 clusters Score -273033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -273033.812500 Penalty: 3765.313232
	Iteration 24Q: 3 clusters Score -273033.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -273033.812500 Penalty: 3765.313232
	Iteration 25F: 3 clusters Score -273033.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Entering Unmasked Estep 
Score: -3010604.500000 Penalty: 2471.053223
	Iteration 0F: 2 clusters Score -3010604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2995775.500000 Penalty: 4942.106445
	Iteration 0F: 3 clusters Score -2995776 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3000637.750000 Penalty: 4942.106445
	Iteration 1F: 3 clusters Score -3000638 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -3000971.250000 Penalty: 4942.106445
	Iteration 2Q: 3 clusters Score -3000971 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3001218.000000 Penalty: 4942.106445
	Iteration 3Q: 3 clusters Score -3001218 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -3001424.000000 Penalty: 4942.106445
	Iteration 4Q: 3 clusters Score -3001424 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3001625.250000 Penalty: 4942.106445
	Iteration 5Q: 3 clusters Score -3001625 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3001788.250000 Penalty: 4942.106445
	Iteration 6Q: 3 clusters Score -3001788 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3001965.250000 Penalty: 4942.106445
	Iteration 7Q: 3 clusters Score -3001965 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3002117.000000 Penalty: 4942.106445
	Iteration 8Q: 3 clusters Score -3002117 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3002283.250000 Penalty: 4942.106445
	Iteration 9Q: 3 clusters Score -3002283 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3002517.750000 Penalty: 4942.106445
	Iteration 10Q: 3 clusters Score -3002518 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3003524 nChanged 925
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3004687 nChanged 961
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Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3005968 nChanged 211
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Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3006014 nChanged 198
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Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3006036 nChanged 168
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Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3006098 nChanged 174
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Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3006153 nChanged 171
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Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3006184 nChanged 171
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Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3006230 nChanged 176
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Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3006284 nChanged 170
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Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3006327 nChanged 196
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Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3006383 nChanged 194
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Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3006436 nChanged 205
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Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3006544 nChanged 189
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Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 14039 members 
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Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 14524 members 
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Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 14832 members 
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Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 14999 members 
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Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15181 members 
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Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15367 members 
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Mstep: Class 2 contains 15538 members 
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Mstep: Class 1 contains 5536 members 
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Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 16101 members 
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Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16285 members 
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Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 16458 members 
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 16779 members 
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Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 16943 members 
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Mstep: Class 2 contains 17101 members 
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Mstep: Class 1 contains 3981 members 
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Mstep: Class 1 contains 3535 members 
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	Iteration 61Q: 3 clusters Score -3007810 nChanged 117
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	Iteration 64Q: 3 clusters Score -3007920 nChanged 134
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Mstep: Class 1 contains 2709 members 
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Mstep: Class 2 contains 19068 members 
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	Iteration 69Q: 3 clusters Score -3008193 nChanged 93
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Mstep: Class 1 contains 2085 members 
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Mstep: Class 1 contains 2010 members 
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Mstep: Class 1 contains 1939 members 
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	Iteration 72Q: 3 clusters Score -3008261 nChanged 64
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Mstep: Class 1 contains 1877 members 
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	Iteration 73Q: 3 clusters Score -3008283 nChanged 54
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	Iteration 74Q: 3 clusters Score -3008310 nChanged 61
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	Iteration 77Q: 3 clusters Score -3008357 nChanged 44
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	Iteration 78Q: 3 clusters Score -3008366 nChanged 37
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	Iteration 79Q: 3 clusters Score -3008383 nChanged 33
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Mstep: Class 1 contains 1538 members 
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	Iteration 80F: 3 clusters Score -3008396 nChanged 41
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Mstep: Class 2 contains 19749 members 
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	Iteration 81Q: 3 clusters Score -3008411 nChanged 38
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	Iteration 82Q: 3 clusters Score -3008425 nChanged 29
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	Iteration 83Q: 3 clusters Score -3008438 nChanged 33
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Mstep: Class 1 contains 1397 members 
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	Iteration 84Q: 3 clusters Score -3008450 nChanged 36
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	Iteration 85Q: 3 clusters Score -3008463 nChanged 25
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	Iteration 86Q: 3 clusters Score -3008469 nChanged 14
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	Iteration 87Q: 3 clusters Score -3008480 nChanged 14
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3008482 nChanged 16
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	Iteration 89Q: 3 clusters Score -3008489 nChanged 12
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	Iteration 90Q: 3 clusters Score -3008494 nChanged 11
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	Iteration 91Q: 3 clusters Score -3008503 nChanged 9
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	Iteration 92Q: 3 clusters Score -3008505 nChanged 5
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	Iteration 93Q: 3 clusters Score -3008506 nChanged 4
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	Iteration 94Q: 3 clusters Score -3008504 nChanged 7
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	Iteration 95Q: 3 clusters Score -3008510 nChanged 4
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	Iteration 96Q: 3 clusters Score -3008518 nChanged 6
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3008522 nChanged 5
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	Iteration 98Q: 3 clusters Score -3008521 nChanged 2
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	Iteration 99Q: 3 clusters Score -3008521 nChanged 5
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	Iteration 100F: 3 clusters Score -3008519 nChanged 1
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	Iteration 101Q: 3 clusters Score -3008516 nChanged 1
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	Iteration 102Q: 3 clusters Score -3008522 nChanged 1
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3008523 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3008523.250000 Penalty: 4942.106445
	Iteration 104F: 3 clusters Score -3008523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Entering Unmasked Estep 
Score: -4211277.000000 Penalty: 2563.950928
	Iteration 0F: 2 clusters Score -4211277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4190097.500000 Penalty: 5127.901855
	Iteration 0F: 3 clusters Score -4190098 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4197683.000000 Penalty: 5127.901855
	Iteration 1F: 3 clusters Score -4197683 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4198456.500000 Penalty: 5127.901855
	Iteration 2Q: 3 clusters Score -4198456 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -4199609.000000 Penalty: 5127.901855
	Iteration 3Q: 3 clusters Score -4199609 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -4200856.500000 Penalty: 5127.901855
	Iteration 4F: 3 clusters Score -4200856 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4202087.500000 Penalty: 5127.901855
	Iteration 5F: 3 clusters Score -4202088 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -4203290.500000 Penalty: 5127.901855
	Iteration 6F: 3 clusters Score -4203290 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4204417.000000 Penalty: 5127.901855
	Iteration 7F: 3 clusters Score -4204417 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4205460.000000 Penalty: 5127.901855
	Iteration 8F: 3 clusters Score -4205460 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -4206412.000000 Penalty: 5127.901855
	Iteration 9F: 3 clusters Score -4206412 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -4207180.500000 Penalty: 5127.901855
	Iteration 10Q: 3 clusters Score -4207180 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4207726.000000 Penalty: 5127.901855
	Iteration 11Q: 3 clusters Score -4207726 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -4208081.500000 Penalty: 5127.901855
	Iteration 12Q: 3 clusters Score -4208082 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4208385.000000 Penalty: 5127.901855
	Iteration 13Q: 3 clusters Score -4208385 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4208716.000000 Penalty: 5127.901855
	Iteration 14Q: 3 clusters Score -4208716 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -4209057.000000 Penalty: 5127.901855
	Iteration 15Q: 3 clusters Score -4209057 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -4209412.500000 Penalty: 5127.901855
	Iteration 16Q: 3 clusters Score -4209412 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4209757.000000 Penalty: 5127.901855
	Iteration 17Q: 3 clusters Score -4209757 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -4210117.500000 Penalty: 5127.901855
	Iteration 18Q: 3 clusters Score -4210118 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4210409.500000 Penalty: 5127.901855
	Iteration 19Q: 3 clusters Score -4210410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4210663.000000 Penalty: 5127.901855
	Iteration 20F: 3 clusters Score -4210663 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4211026.500000 Penalty: 5127.901855
	Iteration 21Q: 3 clusters Score -4211026 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4211299.000000 Penalty: 5127.901855
	Iteration 22Q: 3 clusters Score -4211299 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4211375.000000 Penalty: 5127.901855
	Iteration 23Q: 3 clusters Score -4211375 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4211401.000000 Penalty: 5127.901855
	Iteration 24Q: 3 clusters Score -4211401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4211410.000000 Penalty: 5127.901855
	Iteration 25Q: 3 clusters Score -4211410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4211407.500000 Penalty: 5127.901855
	Iteration 26Q: 3 clusters Score -4211408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4211413.000000 Penalty: 5127.901855
	Iteration 27Q: 3 clusters Score -4211413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4211420.500000 Penalty: 5127.901855
	Iteration 28Q: 3 clusters Score -4211420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4211421.000000 Penalty: 5127.901855
	Iteration 29Q: 3 clusters Score -4211421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4211424.500000 Penalty: 5127.901855
	Iteration 30Q: 3 clusters Score -4211424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4211422.500000 Penalty: 5127.901855
	Iteration 31Q: 3 clusters Score -4211422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4211425.000000 Penalty: 5127.901855
	Iteration 32Q: 3 clusters Score -4211425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4211434.500000 Penalty: 5127.901855
	Iteration 33Q: 3 clusters Score -4211434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4211429.500000 Penalty: 5127.901855
	Iteration 34Q: 3 clusters Score -4211430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4211435.500000 Penalty: 5127.901855
	Iteration 35Q: 3 clusters Score -4211436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4211438.500000 Penalty: 5127.901855
	Iteration 36Q: 3 clusters Score -4211438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4211442.000000 Penalty: 5127.901855
	Iteration 37Q: 3 clusters Score -4211442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4211436.500000 Penalty: 5127.901855
	Iteration 38Q: 3 clusters Score -4211436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4211441.000000 Penalty: 5127.901855
	Iteration 39Q: 3 clusters Score -4211441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4211437.500000 Penalty: 5127.901855
	Iteration 40F: 3 clusters Score -4211438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4211439.500000 Penalty: 5127.901855
	Iteration 41Q: 3 clusters Score -4211440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4211439.500000 Penalty: 5127.901855
	Iteration 42F: 3 clusters Score -4211440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145351 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 29454 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116023 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 18 contains 1446 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
Score: -84942584.000000 Penalty: 66121.062500
Splitting cluster 14 changes total score from -84943288.000000 to -84942584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -241567.718750 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -241567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -239109.125000 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -239109.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -239467.000000 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -239467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -239574.156250 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -239574.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239629.140625 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -239629.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -239673.703125 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -239673.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -239696.890625 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -239696.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -239717.453125 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -239717.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -239742.109375 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -239742.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -239764.890625 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -239764.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239776.078125 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -239776.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -239782.328125 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -239782.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239784.765625 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -239784.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239786.640625 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -239786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -239786.640625 Penalty: 3702.396973
	Iteration 13F: 3 clusters Score -239786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (116023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116023 members 
Entering Unmasked Estep 
Score: -16277963.000000 Penalty: 2892.062988
	Iteration 0F: 2 clusters Score -1.627796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 58067 members 
Entering Unmasked Estep 
Score: -16201949.000000 Penalty: 5784.125977
	Iteration 0F: 3 clusters Score -1.620195e+07 nChanged 55055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -16233522.000000 Penalty: 5784.125977
	Iteration 1F: 3 clusters Score -1.623352e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 58640 members 
Entering Unmasked Estep 
Score: -16234311.000000 Penalty: 5784.125977
	Iteration 2Q: 3 clusters Score -1.623431e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -16235088.000000 Penalty: 5784.125977
	Iteration 3Q: 3 clusters Score -1.623509e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -16235955.000000 Penalty: 5784.125977
	Iteration 4Q: 3 clusters Score -1.623596e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -16236903.000000 Penalty: 5784.125977
	Iteration 5Q: 3 clusters Score -1.62369e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -16238049.000000 Penalty: 5784.125977
	Iteration 6Q: 3 clusters Score -1.623805e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -16239851.000000 Penalty: 5784.125977
	Iteration 7Q: 3 clusters Score -1.623985e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -16242474.000000 Penalty: 5784.125977
	Iteration 8Q: 3 clusters Score -1.624247e+07 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 72198 members 
Entering Unmasked Estep 
Score: -16246399.000000 Penalty: 5784.125977
	Iteration 9F: 3 clusters Score -1.62464e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -16251595.000000 Penalty: 5784.125977
	Iteration 10F: 3 clusters Score -1.62516e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -16256907.000000 Penalty: 5784.125977
	Iteration 11F: 3 clusters Score -1.625691e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 85328 members 
Entering Unmasked Estep 
Score: -16261415.000000 Penalty: 5784.125977
	Iteration 12F: 3 clusters Score -1.626142e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 88405 members 
Entering Unmasked Estep 
Score: -16263981.000000 Penalty: 5784.125977
	Iteration 13Q: 3 clusters Score -1.626398e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 91196 members 
Entering Unmasked Estep 
Score: -16265526.000000 Penalty: 5784.125977
	Iteration 14Q: 3 clusters Score -1.626553e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -16266557.000000 Penalty: 5784.125977
	Iteration 15Q: 3 clusters Score -1.626656e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 96441 members 
Entering Unmasked Estep 
Score: -16267632.000000 Penalty: 5784.125977
	Iteration 16Q: 3 clusters Score -1.626763e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -16268761.000000 Penalty: 5784.125977
	Iteration 17Q: 3 clusters Score -1.626876e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -16269927.000000 Penalty: 5784.125977
	Iteration 18Q: 3 clusters Score -1.626993e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -16271042.000000 Penalty: 5784.125977
	Iteration 19Q: 3 clusters Score -1.627104e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 106084 members 
Entering Unmasked Estep 
Score: -16271941.000000 Penalty: 5784.125977
	Iteration 20F: 3 clusters Score -1.627194e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 107947 members 
Entering Unmasked Estep 
Score: -16272787.000000 Penalty: 5784.125977
	Iteration 21Q: 3 clusters Score -1.627279e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -16273444.000000 Penalty: 5784.125977
	Iteration 22Q: 3 clusters Score -1.627344e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -16273898.000000 Penalty: 5784.125977
	Iteration 23Q: 3 clusters Score -1.62739e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -16274394.000000 Penalty: 5784.125977
	Iteration 24Q: 3 clusters Score -1.627439e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 112549 members 
Entering Unmasked Estep 
Score: -16274711.000000 Penalty: 5784.125977
	Iteration 25Q: 3 clusters Score -1.627471e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 113143 members 
Entering Unmasked Estep 
Score: -16274979.000000 Penalty: 5784.125977
	Iteration 26Q: 3 clusters Score -1.627498e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 113561 members 
Entering Unmasked Estep 
Score: -16275135.000000 Penalty: 5784.125977
	Iteration 27Q: 3 clusters Score -1.627514e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 113872 members 
Entering Unmasked Estep 
Score: -16275215.000000 Penalty: 5784.125977
	Iteration 28Q: 3 clusters Score -1.627522e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -16275296.000000 Penalty: 5784.125977
	Iteration 29Q: 3 clusters Score -1.62753e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 114266 members 
Entering Unmasked Estep 
Score: -16275406.000000 Penalty: 5784.125977
	Iteration 30Q: 3 clusters Score -1.627541e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 114405 members 
Entering Unmasked Estep 
Score: -16275425.000000 Penalty: 5784.125977
	Iteration 31Q: 3 clusters Score -1.627542e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 114518 members 
Entering Unmasked Estep 
Score: -16275457.000000 Penalty: 5784.125977
	Iteration 32Q: 3 clusters Score -1.627546e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -16275510.000000 Penalty: 5784.125977
	Iteration 33Q: 3 clusters Score -1.627551e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 114717 members 
Entering Unmasked Estep 
Score: -16275573.000000 Penalty: 5784.125977
	Iteration 34Q: 3 clusters Score -1.627557e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -16275594.000000 Penalty: 5784.125977
	Iteration 35Q: 3 clusters Score -1.627559e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 114844 members 
Entering Unmasked Estep 
Score: -16275611.000000 Penalty: 5784.125977
	Iteration 36Q: 3 clusters Score -1.627561e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -16275614.000000 Penalty: 5784.125977
	Iteration 37Q: 3 clusters Score -1.627561e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 114910 members 
Entering Unmasked Estep 
Score: -16275628.000000 Penalty: 5784.125977
	Iteration 38Q: 3 clusters Score -1.627563e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -16275622.000000 Penalty: 5784.125977
	Iteration 39Q: 3 clusters Score -1.627562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -16275633.000000 Penalty: 5784.125977
	Iteration 40F: 3 clusters Score -1.627563e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 114983 members 
Entering Unmasked Estep 
Score: -16275641.000000 Penalty: 5784.125977
	Iteration 41Q: 3 clusters Score -1.627564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 115005 members 
Entering Unmasked Estep 
Score: -16275647.000000 Penalty: 5784.125977
	Iteration 42Q: 3 clusters Score -1.627565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 115018 members 
Entering Unmasked Estep 
Score: -16275644.000000 Penalty: 5784.125977
	Iteration 43Q: 3 clusters Score -1.627564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -16275642.000000 Penalty: 5784.125977
	Iteration 44Q: 3 clusters Score -1.627564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 115029 members 
Entering Unmasked Estep 
Score: -16275639.000000 Penalty: 5784.125977
	Iteration 45Q: 3 clusters Score -1.627564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 115034 members 
Entering Unmasked Estep 
Score: -16275640.000000 Penalty: 5784.125977
	Iteration 46Q: 3 clusters Score -1.627564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 115042 members 
Entering Unmasked Estep 
Score: -16275628.000000 Penalty: 5784.125977
	Iteration 47Q: 3 clusters Score -1.627563e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -16275645.000000 Penalty: 5784.125977
	Iteration 48Q: 3 clusters Score -1.627564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 115062 members 
Entering Unmasked Estep 
Score: -16275638.000000 Penalty: 5784.125977
	Iteration 49Q: 3 clusters Score -1.627564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -16275643.000000 Penalty: 5784.125977
	Iteration 50Q: 3 clusters Score -1.627564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 115078 members 
Entering Unmasked Estep 
Score: -16275661.000000 Penalty: 5784.125977
	Iteration 51Q: 3 clusters Score -1.627566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 115089 members 
Entering Unmasked Estep 
Score: -16275665.000000 Penalty: 5784.125977
	Iteration 52Q: 3 clusters Score -1.627566e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -16275672.000000 Penalty: 5784.125977
	Iteration 53Q: 3 clusters Score -1.627567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -16275652.000000 Penalty: 5784.125977
	Iteration 54Q: 3 clusters Score -1.627565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -16275657.000000 Penalty: 5784.125977
	Iteration 55Q: 3 clusters Score -1.627566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 115101 members 
Entering Unmasked Estep 
Score: -16275657.000000 Penalty: 5784.125977
	Iteration 56Q: 3 clusters Score -1.627566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -16275660.000000 Penalty: 5784.125977
	Iteration 57Q: 3 clusters Score -1.627566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -16275660.000000 Penalty: 5784.125977
	Iteration 58Q: 3 clusters Score -1.627566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -16275660.000000 Penalty: 5784.125977
	Iteration 59F: 3 clusters Score -1.627566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Entering Unmasked Estep 
Score: -3598568.000000 Penalty: 2515.038086
	Iteration 0F: 2 clusters Score -3598568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3580987.000000 Penalty: 5030.076172
	Iteration 0F: 3 clusters Score -3580987 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3587117.750000 Penalty: 5030.076172
	Iteration 1F: 3 clusters Score -3587118 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3587460.750000 Penalty: 5030.076172
	Iteration 2Q: 3 clusters Score -3587461 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -3587774.250000 Penalty: 5030.076172
	Iteration 3Q: 3 clusters Score -3587774 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -3588053.500000 Penalty: 5030.076172
	Iteration 4Q: 3 clusters Score -3588054 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3588324.750000 Penalty: 5030.076172
	Iteration 5Q: 3 clusters Score -3588325 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3588652.250000 Penalty: 5030.076172
	Iteration 6Q: 3 clusters Score -3588652 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -3588975.750000 Penalty: 5030.076172
	Iteration 7Q: 3 clusters Score -3588976 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3589441.750000 Penalty: 5030.076172
	Iteration 8Q: 3 clusters Score -3589442 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3590042.000000 Penalty: 5030.076172
	Iteration 9Q: 3 clusters Score -3590042 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3590759.250000 Penalty: 5030.076172
	Iteration 10Q: 3 clusters Score -3590759 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3591535.500000 Penalty: 5030.076172
	Iteration 11Q: 3 clusters Score -3591536 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -3592265.750000 Penalty: 5030.076172
	Iteration 12Q: 3 clusters Score -3592266 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3592743.750000 Penalty: 5030.076172
	Iteration 13Q: 3 clusters Score -3592744 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3593003.000000 Penalty: 5030.076172
	Iteration 14Q: 3 clusters Score -3593003 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3593163.500000 Penalty: 5030.076172
	Iteration 15Q: 3 clusters Score -3593164 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -3593253.500000 Penalty: 5030.076172
	Iteration 16Q: 3 clusters Score -3593254 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3593344.750000 Penalty: 5030.076172
	Iteration 17Q: 3 clusters Score -3593345 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -3593421.500000 Penalty: 5030.076172
	Iteration 18Q: 3 clusters Score -3593422 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3593488.000000 Penalty: 5030.076172
	Iteration 19Q: 3 clusters Score -3593488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3593576.500000 Penalty: 5030.076172
	Iteration 20F: 3 clusters Score -3593576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -3593642.000000 Penalty: 5030.076172
	Iteration 21Q: 3 clusters Score -3593642 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3593725.000000 Penalty: 5030.076172
	Iteration 22Q: 3 clusters Score -3593725 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3593795.250000 Penalty: 5030.076172
	Iteration 23Q: 3 clusters Score -3593795 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3593868.000000 Penalty: 5030.076172
	Iteration 24Q: 3 clusters Score -3593868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3593954.000000 Penalty: 5030.076172
	Iteration 25Q: 3 clusters Score -3593954 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3593998.000000 Penalty: 5030.076172
	Iteration 26Q: 3 clusters Score -3593998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3594048.500000 Penalty: 5030.076172
	Iteration 27Q: 3 clusters Score -3594048 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3594084.000000 Penalty: 5030.076172
	Iteration 28Q: 3 clusters Score -3594084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -3594119.000000 Penalty: 5030.076172
	Iteration 29Q: 3 clusters Score -3594119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3594148.500000 Penalty: 5030.076172
	Iteration 30Q: 3 clusters Score -3594148 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3594193.250000 Penalty: 5030.076172
	Iteration 31Q: 3 clusters Score -3594193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3594223.250000 Penalty: 5030.076172
	Iteration 32Q: 3 clusters Score -3594223 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3594231.000000 Penalty: 5030.076172
	Iteration 33Q: 3 clusters Score -3594231 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3594265.000000 Penalty: 5030.076172
	Iteration 34Q: 3 clusters Score -3594265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3594289.000000 Penalty: 5030.076172
	Iteration 35Q: 3 clusters Score -3594289 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3594293.250000 Penalty: 5030.076172
	Iteration 36Q: 3 clusters Score -3594293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -3594313.500000 Penalty: 5030.076172
	Iteration 37Q: 3 clusters Score -3594314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3594327.000000 Penalty: 5030.076172
	Iteration 38Q: 3 clusters Score -3594327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3594348.750000 Penalty: 5030.076172
	Iteration 39Q: 3 clusters Score -3594349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3594364.500000 Penalty: 5030.076172
	Iteration 40F: 3 clusters Score -3594364 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3594381.500000 Penalty: 5030.076172
	Iteration 41Q: 3 clusters Score -3594382 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3594398.000000 Penalty: 5030.076172
	Iteration 42Q: 3 clusters Score -3594398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3594415.000000 Penalty: 5030.076172
	Iteration 43Q: 3 clusters Score -3594415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3594437.750000 Penalty: 5030.076172
	Iteration 44Q: 3 clusters Score -3594438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -3594449.750000 Penalty: 5030.076172
	Iteration 45Q: 3 clusters Score -3594450 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3594466.500000 Penalty: 5030.076172
	Iteration 46Q: 3 clusters Score -3594466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -3594492.000000 Penalty: 5030.076172
	Iteration 47Q: 3 clusters Score -3594492 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -3594518.250000 Penalty: 5030.076172
	Iteration 48Q: 3 clusters Score -3594518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3594536.500000 Penalty: 5030.076172
	Iteration 49Q: 3 clusters Score -3594536 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -3594552.000000 Penalty: 5030.076172
	Iteration 50Q: 3 clusters Score -3594552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -3594567.750000 Penalty: 5030.076172
	Iteration 51Q: 3 clusters Score -3594568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3594611.750000 Penalty: 5030.076172
	Iteration 52Q: 3 clusters Score -3594612 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -3594627.000000 Penalty: 5030.076172
	Iteration 53Q: 3 clusters Score -3594627 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -3594663.000000 Penalty: 5030.076172
	Iteration 54Q: 3 clusters Score -3594663 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3594695.250000 Penalty: 5030.076172
	Iteration 55Q: 3 clusters Score -3594695 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -3594738.250000 Penalty: 5030.076172
	Iteration 56Q: 3 clusters Score -3594738 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -3594793.500000 Penalty: 5030.076172
	Iteration 57Q: 3 clusters Score -3594794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -3594834.750000 Penalty: 5030.076172
	Iteration 58Q: 3 clusters Score -3594835 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3594886.250000 Penalty: 5030.076172
	Iteration 59Q: 3 clusters Score -3594886 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3594927.250000 Penalty: 5030.076172
	Iteration 60F: 3 clusters Score -3594927 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3594983.750000 Penalty: 5030.076172
	Iteration 61Q: 3 clusters Score -3594984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3595042.750000 Penalty: 5030.076172
	Iteration 62Q: 3 clusters Score -3595043 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3595123.500000 Penalty: 5030.076172
	Iteration 63Q: 3 clusters Score -3595124 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3595225.500000 Penalty: 5030.076172
	Iteration 64Q: 3 clusters Score -3595226 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -3595292.250000 Penalty: 5030.076172
	Iteration 65Q: 3 clusters Score -3595292 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3595371.500000 Penalty: 5030.076172
	Iteration 66Q: 3 clusters Score -3595372 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3595442.750000 Penalty: 5030.076172
	Iteration 67Q: 3 clusters Score -3595443 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3595518.750000 Penalty: 5030.076172
	Iteration 68Q: 3 clusters Score -3595519 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3595594.250000 Penalty: 5030.076172
	Iteration 69Q: 3 clusters Score -3595594 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3595661.000000 Penalty: 5030.076172
	Iteration 70Q: 3 clusters Score -3595661 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3595725.250000 Penalty: 5030.076172
	Iteration 71Q: 3 clusters Score -3595725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3595788.500000 Penalty: 5030.076172
	Iteration 72Q: 3 clusters Score -3595788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3595849.750000 Penalty: 5030.076172
	Iteration 73Q: 3 clusters Score -3595850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3595899.250000 Penalty: 5030.076172
	Iteration 74Q: 3 clusters Score -3595899 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3595942.000000 Penalty: 5030.076172
	Iteration 75Q: 3 clusters Score -3595942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3595980.500000 Penalty: 5030.076172
	Iteration 76Q: 3 clusters Score -3595980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3596023.000000 Penalty: 5030.076172
	Iteration 77Q: 3 clusters Score -3596023 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3596075.500000 Penalty: 5030.076172
	Iteration 78Q: 3 clusters Score -3596076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -3596114.250000 Penalty: 5030.076172
	Iteration 79Q: 3 clusters Score -3596114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3596150.250000 Penalty: 5030.076172
	Iteration 80F: 3 clusters Score -3596150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -3596192.000000 Penalty: 5030.076172
	Iteration 81Q: 3 clusters Score -3596192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3596215.000000 Penalty: 5030.076172
	Iteration 82Q: 3 clusters Score -3596215 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3596239.250000 Penalty: 5030.076172
	Iteration 83Q: 3 clusters Score -3596239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -3596265.250000 Penalty: 5030.076172
	Iteration 84Q: 3 clusters Score -3596265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3596282.000000 Penalty: 5030.076172
	Iteration 85Q: 3 clusters Score -3596282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3596306.000000 Penalty: 5030.076172
	Iteration 86Q: 3 clusters Score -3596306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3596328.250000 Penalty: 5030.076172
	Iteration 87Q: 3 clusters Score -3596328 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3596353.000000 Penalty: 5030.076172
	Iteration 88Q: 3 clusters Score -3596353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3596368.000000 Penalty: 5030.076172
	Iteration 89Q: 3 clusters Score -3596368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3596373.750000 Penalty: 5030.076172
	Iteration 90Q: 3 clusters Score -3596374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3596383.250000 Penalty: 5030.076172
	Iteration 91Q: 3 clusters Score -3596383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -3596388.250000 Penalty: 5030.076172
	Iteration 92Q: 3 clusters Score -3596388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3596392.500000 Penalty: 5030.076172
	Iteration 93Q: 3 clusters Score -3596392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3596396.750000 Penalty: 5030.076172
	Iteration 94Q: 3 clusters Score -3596397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3596404.000000 Penalty: 5030.076172
	Iteration 95Q: 3 clusters Score -3596404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3596412.250000 Penalty: 5030.076172
	Iteration 96Q: 3 clusters Score -3596412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3596411.000000 Penalty: 5030.076172
	Iteration 97Q: 3 clusters Score -3596411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -3596413.250000 Penalty: 5030.076172
	Iteration 98Q: 3 clusters Score -3596413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3596415.750000 Penalty: 5030.076172
	Iteration 99Q: 3 clusters Score -3596416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -3596419.250000 Penalty: 5030.076172
	Iteration 100F: 3 clusters Score -3596419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3596419.250000 Penalty: 5030.076172
	Iteration 101Q: 3 clusters Score -3596419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3596430.750000 Penalty: 5030.076172
	Iteration 102Q: 3 clusters Score -3596431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3596437.500000 Penalty: 5030.076172
	Iteration 103Q: 3 clusters Score -3596438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3596444.000000 Penalty: 5030.076172
	Iteration 104Q: 3 clusters Score -3596444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3596441.500000 Penalty: 5030.076172
	Iteration 105Q: 3 clusters Score -3596442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3596442.500000 Penalty: 5030.076172
	Iteration 106Q: 3 clusters Score -3596442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3596442.500000 Penalty: 5030.076172
	Iteration 107Q: 3 clusters Score -3596442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3596453.250000 Penalty: 5030.076172
	Iteration 108Q: 3 clusters Score -3596453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3596455.500000 Penalty: 5030.076172
	Iteration 109Q: 3 clusters Score -3596456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3596458.750000 Penalty: 5030.076172
	Iteration 110Q: 3 clusters Score -3596459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3596465.500000 Penalty: 5030.076172
	Iteration 111Q: 3 clusters Score -3596466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3596470.500000 Penalty: 5030.076172
	Iteration 112Q: 3 clusters Score -3596470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3596467.500000 Penalty: 5030.076172
	Iteration 113Q: 3 clusters Score -3596468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3596470.500000 Penalty: 5030.076172
	Iteration 114Q: 3 clusters Score -3596470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3596481.750000 Penalty: 5030.076172
	Iteration 115Q: 3 clusters Score -3596482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3596486.000000 Penalty: 5030.076172
	Iteration 116Q: 3 clusters Score -3596486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3596491.500000 Penalty: 5030.076172
	Iteration 117Q: 3 clusters Score -3596492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3596492.250000 Penalty: 5030.076172
	Iteration 118Q: 3 clusters Score -3596492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -3596510.000000 Penalty: 5030.076172
	Iteration 119Q: 3 clusters Score -3596510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3596512.750000 Penalty: 5030.076172
	Iteration 120F: 3 clusters Score -3596513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3596520.250000 Penalty: 5030.076172
	Iteration 121Q: 3 clusters Score -3596520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3596528.000000 Penalty: 5030.076172
	Iteration 122Q: 3 clusters Score -3596528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3596528.250000 Penalty: 5030.076172
	Iteration 123Q: 3 clusters Score -3596528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -3596539.000000 Penalty: 5030.076172
	Iteration 124Q: 3 clusters Score -3596539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3596540.750000 Penalty: 5030.076172
	Iteration 125Q: 3 clusters Score -3596541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3596543.250000 Penalty: 5030.076172
	Iteration 126Q: 3 clusters Score -3596543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3596554.500000 Penalty: 5030.076172
	Iteration 127Q: 3 clusters Score -3596554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3596561.500000 Penalty: 5030.076172
	Iteration 128Q: 3 clusters Score -3596562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3596568.000000 Penalty: 5030.076172
	Iteration 129Q: 3 clusters Score -3596568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -3596570.250000 Penalty: 5030.076172
	Iteration 130Q: 3 clusters Score -3596570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3596574.750000 Penalty: 5030.076172
	Iteration 131Q: 3 clusters Score -3596575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3596583.500000 Penalty: 5030.076172
	Iteration 132Q: 3 clusters Score -3596584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -3596595.000000 Penalty: 5030.076172
	Iteration 133Q: 3 clusters Score -3596595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3596596.250000 Penalty: 5030.076172
	Iteration 134Q: 3 clusters Score -3596596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -3596599.000000 Penalty: 5030.076172
	Iteration 135Q: 3 clusters Score -3596599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3596602.000000 Penalty: 5030.076172
	Iteration 136Q: 3 clusters Score -3596602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3596606.250000 Penalty: 5030.076172
	Iteration 137Q: 3 clusters Score -3596606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -3596608.750000 Penalty: 5030.076172
	Iteration 138Q: 3 clusters Score -3596609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3596610.000000 Penalty: 5030.076172
	Iteration 139Q: 3 clusters Score -3596610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3596615.000000 Penalty: 5030.076172
	Iteration 140F: 3 clusters Score -3596615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3596616.750000 Penalty: 5030.076172
	Iteration 141Q: 3 clusters Score -3596617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3596614.250000 Penalty: 5030.076172
	Iteration 142Q: 3 clusters Score -3596614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3596618.500000 Penalty: 5030.076172
	Iteration 143Q: 3 clusters Score -3596618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3596624.500000 Penalty: 5030.076172
	Iteration 144Q: 3 clusters Score -3596624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3596626.250000 Penalty: 5030.076172
	Iteration 145Q: 3 clusters Score -3596626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3596629.000000 Penalty: 5030.076172
	Iteration 146Q: 3 clusters Score -3596629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3596627.500000 Penalty: 5030.076172
	Iteration 147Q: 3 clusters Score -3596628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3596631.000000 Penalty: 5030.076172
	Iteration 148Q: 3 clusters Score -3596631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3596631.000000 Penalty: 5030.076172
	Iteration 149F: 3 clusters Score -3596631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Entering Unmasked Estep 
Score: -3278682.250000 Penalty: 2492.295166
	Iteration 0F: 2 clusters Score -3278682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3262564.500000 Penalty: 4984.590332
	Iteration 0F: 3 clusters Score -3262564 nChanged 10425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3268208.750000 Penalty: 4984.590332
	Iteration 1F: 3 clusters Score -3268209 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -3268770.250000 Penalty: 4984.590332
	Iteration 2F: 3 clusters Score -3268770 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3269377.000000 Penalty: 4984.590332
	Iteration 3F: 3 clusters Score -3269377 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3270108.750000 Penalty: 4984.590332
	Iteration 4F: 3 clusters Score -3270109 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3270937.000000 Penalty: 4984.590332
	Iteration 5F: 3 clusters Score -3270937 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3271913.250000 Penalty: 4984.590332
	Iteration 6F: 3 clusters Score -3271913 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3273107.500000 Penalty: 4984.590332
	Iteration 7F: 3 clusters Score -3273108 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -3274422.500000 Penalty: 4984.590332
	Iteration 8F: 3 clusters Score -3274422 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -3275648.500000 Penalty: 4984.590332
	Iteration 9F: 3 clusters Score -3275648 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -3276561.000000 Penalty: 4984.590332
	Iteration 10Q: 3 clusters Score -3276561 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -3277142.500000 Penalty: 4984.590332
	Iteration 11Q: 3 clusters Score -3277142 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -3277465.500000 Penalty: 4984.590332
	Iteration 12Q: 3 clusters Score -3277466 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3277665.500000 Penalty: 4984.590332
	Iteration 13Q: 3 clusters Score -3277666 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -3277838.750000 Penalty: 4984.590332
	Iteration 14Q: 3 clusters Score -3277839 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3277967.750000 Penalty: 4984.590332
	Iteration 15Q: 3 clusters Score -3277968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3278062.250000 Penalty: 4984.590332
	Iteration 16Q: 3 clusters Score -3278062 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3278137.750000 Penalty: 4984.590332
	Iteration 17Q: 3 clusters Score -3278138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3278168.750000 Penalty: 4984.590332
	Iteration 18Q: 3 clusters Score -3278169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3278195.000000 Penalty: 4984.590332
	Iteration 19Q: 3 clusters Score -3278195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3278218.500000 Penalty: 4984.590332
	Iteration 20F: 3 clusters Score -3278218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3278232.750000 Penalty: 4984.590332
	Iteration 21Q: 3 clusters Score -3278233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -3278238.500000 Penalty: 4984.590332
	Iteration 22Q: 3 clusters Score -3278238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3278252.250000 Penalty: 4984.590332
	Iteration 23Q: 3 clusters Score -3278252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3278257.750000 Penalty: 4984.590332
	Iteration 24Q: 3 clusters Score -3278258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3278256.250000 Penalty: 4984.590332
	Iteration 25Q: 3 clusters Score -3278256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -3278260.000000 Penalty: 4984.590332
	Iteration 26Q: 3 clusters Score -3278260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3278264.000000 Penalty: 4984.590332
	Iteration 27Q: 3 clusters Score -3278264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3278268.000000 Penalty: 4984.590332
	Iteration 28Q: 3 clusters Score -3278268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3278269.500000 Penalty: 4984.590332
	Iteration 29Q: 3 clusters Score -3278270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3278267.250000 Penalty: 4984.590332
	Iteration 30Q: 3 clusters Score -3278267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3278269.750000 Penalty: 4984.590332
	Iteration 31Q: 3 clusters Score -3278270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3278269.750000 Penalty: 4984.590332
	Iteration 32Q: 3 clusters Score -3278270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -3278265.250000 Penalty: 4984.590332
	Iteration 33Q: 3 clusters Score -3278265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3278267.250000 Penalty: 4984.590332
	Iteration 34Q: 3 clusters Score -3278267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3278267.250000 Penalty: 4984.590332
	Iteration 35F: 3 clusters Score -3278267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Entering Unmasked Estep 
Score: -4472926.500000 Penalty: 2568.971924
	Iteration 0F: 2 clusters Score -4472926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -4451412.000000 Penalty: 5137.943848
	Iteration 0F: 3 clusters Score -4451412 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4459170.500000 Penalty: 5137.943848
	Iteration 1F: 3 clusters Score -4459170 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4459622.500000 Penalty: 5137.943848
	Iteration 2Q: 3 clusters Score -4459622 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4460027.000000 Penalty: 5137.943848
	Iteration 3Q: 3 clusters Score -4460027 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4460493.000000 Penalty: 5137.943848
	Iteration 4Q: 3 clusters Score -4460493 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4461021.500000 Penalty: 5137.943848
	Iteration 5Q: 3 clusters Score -4461022 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4461685.500000 Penalty: 5137.943848
	Iteration 6Q: 3 clusters Score -4461686 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4462605.000000 Penalty: 5137.943848
	Iteration 7F: 3 clusters Score -4462605 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -4463861.500000 Penalty: 5137.943848
	Iteration 8F: 3 clusters Score -4463862 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4465515.500000 Penalty: 5137.943848
	Iteration 9F: 3 clusters Score -4465516 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4467174.000000 Penalty: 5137.943848
	Iteration 10F: 3 clusters Score -4467174 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4468447.000000 Penalty: 5137.943848
	Iteration 11Q: 3 clusters Score -4468447 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4469278.000000 Penalty: 5137.943848
	Iteration 12Q: 3 clusters Score -4469278 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -4469730.500000 Penalty: 5137.943848
	Iteration 13Q: 3 clusters Score -4469730 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4469982.500000 Penalty: 5137.943848
	Iteration 14Q: 3 clusters Score -4469982 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4470172.000000 Penalty: 5137.943848
	Iteration 15Q: 3 clusters Score -4470172 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4470291.500000 Penalty: 5137.943848
	Iteration 16Q: 3 clusters Score -4470292 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4470387.000000 Penalty: 5137.943848
	Iteration 17Q: 3 clusters Score -4470387 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4470460.500000 Penalty: 5137.943848
	Iteration 18Q: 3 clusters Score -4470460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4470499.500000 Penalty: 5137.943848
	Iteration 19Q: 3 clusters Score -4470500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4470544.000000 Penalty: 5137.943848
	Iteration 20F: 3 clusters Score -4470544 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4470582.000000 Penalty: 5137.943848
	Iteration 21Q: 3 clusters Score -4470582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4470615.000000 Penalty: 5137.943848
	Iteration 22Q: 3 clusters Score -4470615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4470639.000000 Penalty: 5137.943848
	Iteration 23Q: 3 clusters Score -4470639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4470647.000000 Penalty: 5137.943848
	Iteration 24Q: 3 clusters Score -4470647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4470652.000000 Penalty: 5137.943848
	Iteration 25Q: 3 clusters Score -4470652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4470670.000000 Penalty: 5137.943848
	Iteration 26Q: 3 clusters Score -4470670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4470681.500000 Penalty: 5137.943848
	Iteration 27Q: 3 clusters Score -4470682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4470700.500000 Penalty: 5137.943848
	Iteration 28Q: 3 clusters Score -4470700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4470714.000000 Penalty: 5137.943848
	Iteration 29Q: 3 clusters Score -4470714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4470726.000000 Penalty: 5137.943848
	Iteration 30Q: 3 clusters Score -4470726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4470741.500000 Penalty: 5137.943848
	Iteration 31Q: 3 clusters Score -4470742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4470745.000000 Penalty: 5137.943848
	Iteration 32Q: 3 clusters Score -4470745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4470748.000000 Penalty: 5137.943848
	Iteration 33Q: 3 clusters Score -4470748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4470751.000000 Penalty: 5137.943848
	Iteration 34Q: 3 clusters Score -4470751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4470761.500000 Penalty: 5137.943848
	Iteration 35Q: 3 clusters Score -4470762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4470760.000000 Penalty: 5137.943848
	Iteration 36Q: 3 clusters Score -4470760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4470766.000000 Penalty: 5137.943848
	Iteration 37Q: 3 clusters Score -4470766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4470770.500000 Penalty: 5137.943848
	Iteration 38Q: 3 clusters Score -4470770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4470771.000000 Penalty: 5137.943848
	Iteration 39Q: 3 clusters Score -4470771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4470771.000000 Penalty: 5137.943848
	Iteration 40F: 3 clusters Score -4470771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145351 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116023 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943296.000000 Penalty: 62815.007812
Iteration 239Q: 20 clusters Score -8.49433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145349 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116025 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 240F: 20 clusters Score -8.49433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156217 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145347 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116026 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943320.000000 Penalty: 62815.007812
Iteration 241Q: 20 clusters Score -8.494332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156218 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145344 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116028 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943320.000000 Penalty: 62815.007812
Iteration 242Q: 20 clusters Score -8.494332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145340 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116031 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 243Q: 20 clusters Score -8.49433e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145332 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116039 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 244Q: 20 clusters Score -8.49433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156220 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145328 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116043 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943288.000000 Penalty: 62815.007812
Iteration 245Q: 20 clusters Score -8.494329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156217 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145331 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116044 members 
Mstep: Class 17 contains 25369 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 246Q: 20 clusters Score -8.494327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156216 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145329 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116046 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943272.000000 Penalty: 62815.007812
Iteration 247Q: 20 clusters Score -8.494327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156215 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145328 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30900 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116048 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943280.000000 Penalty: 62815.007812
Iteration 248Q: 20 clusters Score -8.494328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145327 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116049 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943304.000000 Penalty: 62815.007812
Iteration 249Q: 20 clusters Score -8.49433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145326 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27411 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116050 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23146 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 250Q: 20 clusters Score -8.494331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145326 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116050 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23145 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 251Q: 20 clusters Score -8.494331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145326 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116050 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 19 contains 23145 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84943312.000000 Penalty: 62815.007812
Iteration 252F: 20 clusters Score -8.494331e+07 nChanged 0
Entering ConstructFrom: 
Score: -84943312.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -28351.894531 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -28351.89 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 123 members 
Entering Unmasked Estep 
Score: -27195.253906 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -27195.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27422.580078 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -27422.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27473.037109 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -27473.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27503.960938 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -27503.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -27548.515625 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -27548.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27567.804688 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -27567.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27583.218750 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -27583.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27603.943359 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -27603.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27625.890625 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -27625.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27733.683594 Penalty: 2742.596680
	Iteration 9Q: 3 clusters Score -27733.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27747.535156 Penalty: 2742.596680
	Iteration 10Q: 3 clusters Score -27747.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27758.423828 Penalty: 2742.596680
	Iteration 11Q: 3 clusters Score -27758.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27763.902344 Penalty: 2742.596680
	Iteration 12Q: 3 clusters Score -27763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27768.816406 Penalty: 2742.596680
	Iteration 13Q: 3 clusters Score -27768.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -27775.667969 Penalty: 2742.596680
	Iteration 14Q: 3 clusters Score -27775.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27786.496094 Penalty: 2742.596680
	Iteration 15Q: 3 clusters Score -27786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27800.458984 Penalty: 2742.596680
	Iteration 16Q: 3 clusters Score -27800.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27806.451172 Penalty: 2742.596680
	Iteration 17Q: 3 clusters Score -27806.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27806.451172 Penalty: 2742.596680
	Iteration 18F: 3 clusters Score -27806.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -85390.460938 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -85390.46 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 338 members 
Entering Unmasked Estep 
Score: -83735.945312 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -83735.95 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84074.015625 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -84074.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84299.921875 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -84299.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84369.843750 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -84369.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84409.773438 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -84409.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -84468.937500 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -84468.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -84507.289062 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -84507.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -84531.250000 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -84531.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84546.234375 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -84546.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -84561.960938 Penalty: 3240.759277
	Iteration 9Q: 3 clusters Score -84561.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -84568.093750 Penalty: 3240.759277
	Iteration 10Q: 3 clusters Score -84568.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84570.812500 Penalty: 3240.759277
	Iteration 11Q: 3 clusters Score -84570.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84573.257812 Penalty: 3240.759277
	Iteration 12Q: 3 clusters Score -84573.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84575.867188 Penalty: 3240.759277
	Iteration 13Q: 3 clusters Score -84575.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84578.757812 Penalty: 3240.759277
	Iteration 14Q: 3 clusters Score -84578.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84582.656250 Penalty: 3240.759277
	Iteration 15Q: 3 clusters Score -84582.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -84582.656250 Penalty: 3240.759277
	Iteration 16F: 3 clusters Score -84582.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -104513.656250 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -104513.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102746.539062 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -102746.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103105.257812 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -103105.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -103282.320312 Penalty: 3347.384766
	Iteration 2F: 3 clusters Score -103282.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103448.085938 Penalty: 3347.384766
	Iteration 3F: 3 clusters Score -103448.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103586.851562 Penalty: 3347.384766
	Iteration 4F: 3 clusters Score -103586.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103690.257812 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -103690.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103781.750000 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -103781.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103832.335938 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -103832.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -103880.351562 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -103880.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103913.093750 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -103913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -103949.195312 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -103949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -103987.109375 Penalty: 3347.384766
	Iteration 11Q: 3 clusters Score -103987.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104007.539062 Penalty: 3347.384766
	Iteration 12Q: 3 clusters Score -104007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104019.085938 Penalty: 3347.384766
	Iteration 13Q: 3 clusters Score -104019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104027.367188 Penalty: 3347.384766
	Iteration 14Q: 3 clusters Score -104027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -104034.390625 Penalty: 3347.384766
	Iteration 15Q: 3 clusters Score -104034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104037.132812 Penalty: 3347.384766
	Iteration 16Q: 3 clusters Score -104037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104038.492188 Penalty: 3347.384766
	Iteration 17Q: 3 clusters Score -104038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104038.492188 Penalty: 3347.384766
	Iteration 18F: 3 clusters Score -104038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Entering Unmasked Estep 
Score: -21777292.000000 Penalty: 2965.827637
	Iteration 0F: 2 clusters Score -2.177729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 77933 members 
Entering Unmasked Estep 
Score: -21674592.000000 Penalty: 5931.655273
	Iteration 0F: 3 clusters Score -2.167459e+07 nChanged 74646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81643 members 
Mstep: Class 2 contains 74571 members 
Entering Unmasked Estep 
Score: -21717446.000000 Penalty: 5931.655273
	Iteration 1F: 3 clusters Score -2.171745e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -21718234.000000 Penalty: 5931.655273
	Iteration 2Q: 3 clusters Score -2.171823e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86596 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -21719254.000000 Penalty: 5931.655273
	Iteration 3Q: 3 clusters Score -2.171925e+07 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91189 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -21721018.000000 Penalty: 5931.655273
	Iteration 4Q: 3 clusters Score -2.172102e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -21724454.000000 Penalty: 5931.655273
	Iteration 5Q: 3 clusters Score -2.172445e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -21730524.000000 Penalty: 5931.655273
	Iteration 6F: 3 clusters Score -2.173052e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121027 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -21741190.000000 Penalty: 5931.655273
	Iteration 7F: 3 clusters Score -2.174119e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135505 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -21755212.000000 Penalty: 5931.655273
	Iteration 8F: 3 clusters Score -2.175521e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147107 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -21766970.000000 Penalty: 5931.655273
	Iteration 9F: 3 clusters Score -2.176697e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -21772512.000000 Penalty: 5931.655273
	Iteration 10Q: 3 clusters Score -2.177251e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155403 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -21774034.000000 Penalty: 5931.655273
	Iteration 11Q: 3 clusters Score -2.177403e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155903 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21774420.000000 Penalty: 5931.655273
	Iteration 12Q: 3 clusters Score -2.177442e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -21774550.000000 Penalty: 5931.655273
	Iteration 13Q: 3 clusters Score -2.177455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -21774614.000000 Penalty: 5931.655273
	Iteration 14Q: 3 clusters Score -2.177461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156034 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -21774642.000000 Penalty: 5931.655273
	Iteration 15Q: 3 clusters Score -2.177464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21774664.000000 Penalty: 5931.655273
	Iteration 16Q: 3 clusters Score -2.177466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -21774678.000000 Penalty: 5931.655273
	Iteration 17Q: 3 clusters Score -2.177468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21774678.000000 Penalty: 5931.655273
	Iteration 18Q: 3 clusters Score -2.177468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21774678.000000 Penalty: 5931.655273
	Iteration 19F: 3 clusters Score -2.177468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -59616.167969 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -59616.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58127.488281 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -58127.49 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58401.042969 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -58401.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58622.093750 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -58622.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58923.917969 Penalty: 3067.337891
	Iteration 3F: 3 clusters Score -58923.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -59105.222656 Penalty: 3067.337891
	Iteration 4F: 3 clusters Score -59105.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59255.421875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -59255.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -59296.648438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -59296.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -59323.886719 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -59323.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -59363.914062 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -59363.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -59411.652344 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -59411.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -59464.894531 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -59464.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59473.066406 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -59473.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -59474.707031 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -59474.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -59474.707031 Penalty: 3067.337891
	Iteration 13F: 3 clusters Score -59474.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (145326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145326 members 
Entering Unmasked Estep 
Score: -20286906.000000 Penalty: 2947.910156
	Iteration 0F: 2 clusters Score -2.028691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -20190216.000000 Penalty: 5895.820312
	Iteration 0F: 3 clusters Score -2.019022e+07 nChanged 69181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75291 members 
Mstep: Class 2 contains 70035 members 
Entering Unmasked Estep 
Score: -20230198.000000 Penalty: 5895.820312
	Iteration 1F: 3 clusters Score -2.02302e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 68412 members 
Entering Unmasked Estep 
Score: -20231084.000000 Penalty: 5895.820312
	Iteration 2Q: 3 clusters Score -2.023108e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -20232212.000000 Penalty: 5895.820312
	Iteration 3Q: 3 clusters Score -2.023221e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83040 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -20233992.000000 Penalty: 5895.820312
	Iteration 4Q: 3 clusters Score -2.023399e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -20236990.000000 Penalty: 5895.820312
	Iteration 5Q: 3 clusters Score -2.023699e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -20241810.000000 Penalty: 5895.820312
	Iteration 6F: 3 clusters Score -2.024181e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106423 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -20249696.000000 Penalty: 5895.820312
	Iteration 7F: 3 clusters Score -2.02497e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118200 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -20259998.000000 Penalty: 5895.820312
	Iteration 8F: 3 clusters Score -2.026e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -20270168.000000 Penalty: 5895.820312
	Iteration 9F: 3 clusters Score -2.027017e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137071 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -20277670.000000 Penalty: 5895.820312
	Iteration 10F: 3 clusters Score -2.027767e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141481 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -20281570.000000 Penalty: 5895.820312
	Iteration 11Q: 3 clusters Score -2.028157e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143454 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -20283270.000000 Penalty: 5895.820312
	Iteration 12Q: 3 clusters Score -2.028327e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144234 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -20283948.000000 Penalty: 5895.820312
	Iteration 13Q: 3 clusters Score -2.028395e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144547 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -20284258.000000 Penalty: 5895.820312
	Iteration 14Q: 3 clusters Score -2.028426e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144675 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -20284382.000000 Penalty: 5895.820312
	Iteration 15Q: 3 clusters Score -2.028438e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144738 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -20284438.000000 Penalty: 5895.820312
	Iteration 16Q: 3 clusters Score -2.028444e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144770 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -20284466.000000 Penalty: 5895.820312
	Iteration 17Q: 3 clusters Score -2.028447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144796 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -20284492.000000 Penalty: 5895.820312
	Iteration 18Q: 3 clusters Score -2.028449e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144812 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -20284536.000000 Penalty: 5895.820312
	Iteration 19Q: 3 clusters Score -2.028454e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144830 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -20284550.000000 Penalty: 5895.820312
	Iteration 20F: 3 clusters Score -2.028455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144843 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -20284582.000000 Penalty: 5895.820312
	Iteration 21Q: 3 clusters Score -2.028458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -20284610.000000 Penalty: 5895.820312
	Iteration 22Q: 3 clusters Score -2.028461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -20284630.000000 Penalty: 5895.820312
	Iteration 23Q: 3 clusters Score -2.028463e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144873 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -20284642.000000 Penalty: 5895.820312
	Iteration 24Q: 3 clusters Score -2.028464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144872 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -20284638.000000 Penalty: 5895.820312
	Iteration 25Q: 3 clusters Score -2.028464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20284648.000000 Penalty: 5895.820312
	Iteration 26Q: 3 clusters Score -2.028465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20284646.000000 Penalty: 5895.820312
	Iteration 27Q: 3 clusters Score -2.028465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144874 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -20284646.000000 Penalty: 5895.820312
	Iteration 28F: 3 clusters Score -2.028465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Entering Unmasked Estep 
Score: -4280842.000000 Penalty: 2558.079102
	Iteration 0F: 2 clusters Score -4280842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4260231.500000 Penalty: 5116.158203
	Iteration 0F: 3 clusters Score -4260232 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -4267621.000000 Penalty: 5116.158203
	Iteration 1F: 3 clusters Score -4267621 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -4267968.500000 Penalty: 5116.158203
	Iteration 2Q: 3 clusters Score -4267968 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -4268261.500000 Penalty: 5116.158203
	Iteration 3Q: 3 clusters Score -4268262 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4268566.000000 Penalty: 5116.158203
	Iteration 4Q: 3 clusters Score -4268566 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4268965.000000 Penalty: 5116.158203
	Iteration 5Q: 3 clusters Score -4268965 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4269584.500000 Penalty: 5116.158203
	Iteration 6Q: 3 clusters Score -4269584 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4270442.500000 Penalty: 5116.158203
	Iteration 7F: 3 clusters Score -4270442 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4271791.500000 Penalty: 5116.158203
	Iteration 8F: 3 clusters Score -4271792 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -4273553.000000 Penalty: 5116.158203
	Iteration 9F: 3 clusters Score -4273553 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -4275393.000000 Penalty: 5116.158203
	Iteration 10F: 3 clusters Score -4275393 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -4276887.500000 Penalty: 5116.158203
	Iteration 11F: 3 clusters Score -4276888 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -4277780.500000 Penalty: 5116.158203
	Iteration 12Q: 3 clusters Score -4277780 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -4278192.000000 Penalty: 5116.158203
	Iteration 13Q: 3 clusters Score -4278192 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4278361.500000 Penalty: 5116.158203
	Iteration 14Q: 3 clusters Score -4278362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4278457.500000 Penalty: 5116.158203
	Iteration 15Q: 3 clusters Score -4278458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -4278490.000000 Penalty: 5116.158203
	Iteration 16Q: 3 clusters Score -4278490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4278512.000000 Penalty: 5116.158203
	Iteration 17Q: 3 clusters Score -4278512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -4278521.500000 Penalty: 5116.158203
	Iteration 18Q: 3 clusters Score -4278522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4278527.000000 Penalty: 5116.158203
	Iteration 19Q: 3 clusters Score -4278527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -4278536.500000 Penalty: 5116.158203
	Iteration 20F: 3 clusters Score -4278536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4278545.000000 Penalty: 5116.158203
	Iteration 21Q: 3 clusters Score -4278545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -4278559.000000 Penalty: 5116.158203
	Iteration 22Q: 3 clusters Score -4278559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4278568.500000 Penalty: 5116.158203
	Iteration 23Q: 3 clusters Score -4278568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4278578.500000 Penalty: 5116.158203
	Iteration 24Q: 3 clusters Score -4278578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -4278583.000000 Penalty: 5116.158203
	Iteration 25Q: 3 clusters Score -4278583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4278583.000000 Penalty: 5116.158203
	Iteration 26Q: 3 clusters Score -4278583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -4278583.000000 Penalty: 5116.158203
	Iteration 27F: 3 clusters Score -4278583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -69748.742188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -69748.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68168.906250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -68168.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68320.843750 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -68320.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68383.890625 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -68383.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68406.742188 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -68406.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68414.101562 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -68414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68425.773438 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -68425.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -68428.828125 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -68428.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68431.398438 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -68431.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68432.851562 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -68432.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68434.546875 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -68434.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68434.546875 Penalty: 3102.852051
	Iteration 10F: 3 clusters Score -68434.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -61102.296875 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -61102.3 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 248 members 
Entering Unmasked Estep 
Score: -59631.445312 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -59631.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -59812.125000 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -59812.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59881.515625 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -59881.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59974.667969 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -59974.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60044.542969 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -60044.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -60078.898438 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -60078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -60105.671875 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -60105.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60118.972656 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -60118.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60132.847656 Penalty: 3076.457764
	Iteration 8Q: 3 clusters Score -60132.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60146.562500 Penalty: 3076.457764
	Iteration 9Q: 3 clusters Score -60146.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60157.562500 Penalty: 3076.457764
	Iteration 10Q: 3 clusters Score -60157.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60174.027344 Penalty: 3076.457764
	Iteration 11Q: 3 clusters Score -60174.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60184.609375 Penalty: 3076.457764
	Iteration 12Q: 3 clusters Score -60184.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60195.285156 Penalty: 3076.457764
	Iteration 13Q: 3 clusters Score -60195.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60198.507812 Penalty: 3076.457764
	Iteration 14Q: 3 clusters Score -60198.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -60207.671875 Penalty: 3076.457764
	Iteration 15Q: 3 clusters Score -60207.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60215.406250 Penalty: 3076.457764
	Iteration 16Q: 3 clusters Score -60215.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -60217.019531 Penalty: 3076.457764
	Iteration 17Q: 3 clusters Score -60217.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60219.816406 Penalty: 3076.457764
	Iteration 18Q: 3 clusters Score -60219.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60219.816406 Penalty: 3076.457764
	Iteration 19F: 3 clusters Score -60219.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (27412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Entering Unmasked Estep 
Score: -3895763.250000 Penalty: 2534.246338
	Iteration 0F: 2 clusters Score -3895763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3876880.250000 Penalty: 5068.492676
	Iteration 0F: 3 clusters Score -3876880 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -3883275.250000 Penalty: 5068.492676
	Iteration 1F: 3 clusters Score -3883275 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3883635.000000 Penalty: 5068.492676
	Iteration 2Q: 3 clusters Score -3883635 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3883938.750000 Penalty: 5068.492676
	Iteration 3Q: 3 clusters Score -3883939 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3884179.500000 Penalty: 5068.492676
	Iteration 4Q: 3 clusters Score -3884180 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -3884422.250000 Penalty: 5068.492676
	Iteration 5Q: 3 clusters Score -3884422 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3884649.750000 Penalty: 5068.492676
	Iteration 6Q: 3 clusters Score -3884650 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3884894.500000 Penalty: 5068.492676
	Iteration 7Q: 3 clusters Score -3884894 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3885143.750000 Penalty: 5068.492676
	Iteration 8Q: 3 clusters Score -3885144 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -3885441.500000 Penalty: 5068.492676
	Iteration 9Q: 3 clusters Score -3885442 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3885798.250000 Penalty: 5068.492676
	Iteration 10Q: 3 clusters Score -3885798 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -3886290.500000 Penalty: 5068.492676
	Iteration 11Q: 3 clusters Score -3886290 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3886958.000000 Penalty: 5068.492676
	Iteration 12Q: 3 clusters Score -3886958 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -3887856.750000 Penalty: 5068.492676
	Iteration 13Q: 3 clusters Score -3887857 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3888798.750000 Penalty: 5068.492676
	Iteration 14F: 3 clusters Score -3888799 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3889719.250000 Penalty: 5068.492676
	Iteration 15Q: 3 clusters Score -3889719 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3890372.750000 Penalty: 5068.492676
	Iteration 16Q: 3 clusters Score -3890373 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3890789.250000 Penalty: 5068.492676
	Iteration 17Q: 3 clusters Score -3890789 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3891059.500000 Penalty: 5068.492676
	Iteration 18Q: 3 clusters Score -3891060 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3891258.000000 Penalty: 5068.492676
	Iteration 19Q: 3 clusters Score -3891258 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3891420.750000 Penalty: 5068.492676
	Iteration 20F: 3 clusters Score -3891421 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -3891595.750000 Penalty: 5068.492676
	Iteration 21Q: 3 clusters Score -3891596 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3891737.250000 Penalty: 5068.492676
	Iteration 22Q: 3 clusters Score -3891737 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3891875.750000 Penalty: 5068.492676
	Iteration 23Q: 3 clusters Score -3891876 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3892033.750000 Penalty: 5068.492676
	Iteration 24Q: 3 clusters Score -3892034 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3892191.000000 Penalty: 5068.492676
	Iteration 25Q: 3 clusters Score -3892191 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -3892333.500000 Penalty: 5068.492676
	Iteration 26Q: 3 clusters Score -3892334 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3892493.750000 Penalty: 5068.492676
	Iteration 27Q: 3 clusters Score -3892494 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -3892629.750000 Penalty: 5068.492676
	Iteration 28Q: 3 clusters Score -3892630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3892756.500000 Penalty: 5068.492676
	Iteration 29Q: 3 clusters Score -3892756 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3892871.750000 Penalty: 5068.492676
	Iteration 30Q: 3 clusters Score -3892872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -3892973.750000 Penalty: 5068.492676
	Iteration 31Q: 3 clusters Score -3892974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3893054.500000 Penalty: 5068.492676
	Iteration 32Q: 3 clusters Score -3893054 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3893118.000000 Penalty: 5068.492676
	Iteration 33Q: 3 clusters Score -3893118 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3893187.000000 Penalty: 5068.492676
	Iteration 34Q: 3 clusters Score -3893187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3893244.750000 Penalty: 5068.492676
	Iteration 35Q: 3 clusters Score -3893245 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3893289.000000 Penalty: 5068.492676
	Iteration 36Q: 3 clusters Score -3893289 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3893336.250000 Penalty: 5068.492676
	Iteration 37Q: 3 clusters Score -3893336 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -3893379.250000 Penalty: 5068.492676
	Iteration 38Q: 3 clusters Score -3893379 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3893404.250000 Penalty: 5068.492676
	Iteration 39Q: 3 clusters Score -3893404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3893444.500000 Penalty: 5068.492676
	Iteration 40F: 3 clusters Score -3893444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3893465.000000 Penalty: 5068.492676
	Iteration 41Q: 3 clusters Score -3893465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3893488.000000 Penalty: 5068.492676
	Iteration 42Q: 3 clusters Score -3893488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -3893491.750000 Penalty: 5068.492676
	Iteration 43Q: 3 clusters Score -3893492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3893493.250000 Penalty: 5068.492676
	Iteration 44Q: 3 clusters Score -3893493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3893502.250000 Penalty: 5068.492676
	Iteration 45Q: 3 clusters Score -3893502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3893509.500000 Penalty: 5068.492676
	Iteration 46Q: 3 clusters Score -3893510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3893518.000000 Penalty: 5068.492676
	Iteration 47Q: 3 clusters Score -3893518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3893526.250000 Penalty: 5068.492676
	Iteration 48Q: 3 clusters Score -3893526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -3893527.000000 Penalty: 5068.492676
	Iteration 49Q: 3 clusters Score -3893527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3893535.250000 Penalty: 5068.492676
	Iteration 50Q: 3 clusters Score -3893535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3893543.500000 Penalty: 5068.492676
	Iteration 51Q: 3 clusters Score -3893544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3893553.250000 Penalty: 5068.492676
	Iteration 52Q: 3 clusters Score -3893553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3893552.500000 Penalty: 5068.492676
	Iteration 53Q: 3 clusters Score -3893552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3893554.000000 Penalty: 5068.492676
	Iteration 54Q: 3 clusters Score -3893554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3893561.000000 Penalty: 5068.492676
	Iteration 55Q: 3 clusters Score -3893561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3893562.750000 Penalty: 5068.492676
	Iteration 56Q: 3 clusters Score -3893563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3893568.000000 Penalty: 5068.492676
	Iteration 57Q: 3 clusters Score -3893568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3893565.250000 Penalty: 5068.492676
	Iteration 58Q: 3 clusters Score -3893565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3893572.250000 Penalty: 5068.492676
	Iteration 59Q: 3 clusters Score -3893572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3893568.750000 Penalty: 5068.492676
	Iteration 60F: 3 clusters Score -3893569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3893566.750000 Penalty: 5068.492676
	Iteration 61Q: 3 clusters Score -3893567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -3893567.500000 Penalty: 5068.492676
	Iteration 62Q: 3 clusters Score -3893568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3893569.750000 Penalty: 5068.492676
	Iteration 63Q: 3 clusters Score -3893570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3893567.750000 Penalty: 5068.492676
	Iteration 64Q: 3 clusters Score -3893568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -3893571.750000 Penalty: 5068.492676
	Iteration 65Q: 3 clusters Score -3893572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3893567.750000 Penalty: 5068.492676
	Iteration 66Q: 3 clusters Score -3893568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3893572.000000 Penalty: 5068.492676
	Iteration 67Q: 3 clusters Score -3893572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3893574.000000 Penalty: 5068.492676
	Iteration 68Q: 3 clusters Score -3893574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -3893573.500000 Penalty: 5068.492676
	Iteration 69Q: 3 clusters Score -3893574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -3893566.500000 Penalty: 5068.492676
	Iteration 70Q: 3 clusters Score -3893566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3893568.750000 Penalty: 5068.492676
	Iteration 71Q: 3 clusters Score -3893569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -3893568.250000 Penalty: 5068.492676
	Iteration 72Q: 3 clusters Score -3893568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -3893573.500000 Penalty: 5068.492676
	Iteration 73Q: 3 clusters Score -3893574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3893571.500000 Penalty: 5068.492676
	Iteration 74Q: 3 clusters Score -3893572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3893575.000000 Penalty: 5068.492676
	Iteration 75Q: 3 clusters Score -3893575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3893577.250000 Penalty: 5068.492676
	Iteration 76Q: 3 clusters Score -3893577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3893577.250000 Penalty: 5068.492676
	Iteration 77F: 3 clusters Score -3893577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Entering Unmasked Estep 
Score: -200981.000000 Penalty: 1814.833374
	Iteration 0F: 2 clusters Score -200981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -198711.828125 Penalty: 3629.666748
	Iteration 0F: 3 clusters Score -198711.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -199153.203125 Penalty: 3629.666748
	Iteration 1F: 3 clusters Score -199153.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199310.375000 Penalty: 3629.666748
	Iteration 2F: 3 clusters Score -199310.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -199385.546875 Penalty: 3629.666748
	Iteration 3Q: 3 clusters Score -199385.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -199440.000000 Penalty: 3629.666748
	Iteration 4Q: 3 clusters Score -199440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -199471.484375 Penalty: 3629.666748
	Iteration 5Q: 3 clusters Score -199471.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199499.859375 Penalty: 3629.666748
	Iteration 6Q: 3 clusters Score -199499.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -199534.593750 Penalty: 3629.666748
	Iteration 7Q: 3 clusters Score -199534.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -199571.156250 Penalty: 3629.666748
	Iteration 8Q: 3 clusters Score -199571.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -199608.578125 Penalty: 3629.666748
	Iteration 9Q: 3 clusters Score -199608.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -199647.687500 Penalty: 3629.666748
	Iteration 10Q: 3 clusters Score -199647.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -199693.812500 Penalty: 3629.666748
	Iteration 11Q: 3 clusters Score -199693.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -199749.515625 Penalty: 3629.666748
	Iteration 12Q: 3 clusters Score -199749.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -199825.718750 Penalty: 3629.666748
	Iteration 13Q: 3 clusters Score -199825.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -199904.250000 Penalty: 3629.666748
	Iteration 14Q: 3 clusters Score -199904.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -199956.984375 Penalty: 3629.666748
	Iteration 15Q: 3 clusters Score -199957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -200016.578125 Penalty: 3629.666748
	Iteration 16Q: 3 clusters Score -200016.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -200074.046875 Penalty: 3629.666748
	Iteration 17Q: 3 clusters Score -200074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -200157.703125 Penalty: 3629.666748
	Iteration 18Q: 3 clusters Score -200157.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -200232.109375 Penalty: 3629.666748
	Iteration 19Q: 3 clusters Score -200232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -200329.656250 Penalty: 3629.666748
	Iteration 20F: 3 clusters Score -200329.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -200438.390625 Penalty: 3629.666748
	Iteration 21Q: 3 clusters Score -200438.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -200538.078125 Penalty: 3629.666748
	Iteration 22Q: 3 clusters Score -200538.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -200685.484375 Penalty: 3629.666748
	Iteration 23Q: 3 clusters Score -200685.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -200973.000000 Penalty: 3629.666748
	Iteration 24Q: 3 clusters Score -200973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201085.750000 Penalty: 3629.666748
	Iteration 25Q: 3 clusters Score -201085.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -201112.265625 Penalty: 3629.666748
	Iteration 26Q: 3 clusters Score -201112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -201120.000000 Penalty: 3629.666748
	Iteration 27Q: 3 clusters Score -201120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -201125.140625 Penalty: 3629.666748
	Iteration 28Q: 3 clusters Score -201125.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201127.125000 Penalty: 3629.666748
	Iteration 29Q: 3 clusters Score -201127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201127.125000 Penalty: 3629.666748
	Iteration 30F: 3 clusters Score -201127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145326 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 896 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 30901 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116050 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 23145 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
Score: -84941936.000000 Penalty: 66121.062500
Splitting cluster 11 changes total score from -84943312.000000 to -84941936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -274893.468750 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -274893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -272285.656250 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -272285.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -272724.843750 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -272724.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -272839.906250 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -272839.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -272881.218750 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -272881.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -272910.968750 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -272911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -272932.093750 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -272932.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272941.843750 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -272941.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -272950.687500 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -272950.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -272955.750000 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -272955.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -272960.437500 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -272960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -272968.000000 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -272968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -272978.375000 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -272978.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -272986.406250 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -272986.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -272996.562500 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -272996.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -273006.312500 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -273006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -273012.343750 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -273012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -273015.031250 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -273015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -273015.687500 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -273015.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -273016.500000 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -273016.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -273017.062500 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -273017.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -273018.125000 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -273018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Entering Unmasked Estep 
Score: -3010604.500000 Penalty: 2471.053223
	Iteration 0F: 2 clusters Score -3010604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2995737.000000 Penalty: 4942.106445
	Iteration 0F: 3 clusters Score -2995737 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3000656.750000 Penalty: 4942.106445
	Iteration 1F: 3 clusters Score -3000657 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -3001049.750000 Penalty: 4942.106445
	Iteration 2Q: 3 clusters Score -3001050 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3001410.750000 Penalty: 4942.106445
	Iteration 3Q: 3 clusters Score -3001411 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -3001739.000000 Penalty: 4942.106445
	Iteration 4Q: 3 clusters Score -3001739 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -3002026.750000 Penalty: 4942.106445
	Iteration 5Q: 3 clusters Score -3002027 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -3002356.750000 Penalty: 4942.106445
	Iteration 6Q: 3 clusters Score -3002357 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -3002764.500000 Penalty: 4942.106445
	Iteration 7Q: 3 clusters Score -3002764 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3003197.750000 Penalty: 4942.106445
	Iteration 8Q: 3 clusters Score -3003198 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3003701.250000 Penalty: 4942.106445
	Iteration 9Q: 3 clusters Score -3003701 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3004232 nChanged 966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3004798 nChanged 949
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3005332 nChanged 777
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3006100 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3006208 nChanged 274
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Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3006289 nChanged 148
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Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3006316 nChanged 127
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Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3006322 nChanged 114
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Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3006352 nChanged 103
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Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3006372 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3006375 nChanged 92
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3006386 nChanged 91
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Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3006412 nChanged 92
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Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3006428 nChanged 91
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3006441 nChanged 85
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Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3006440 nChanged 79
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Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3006449 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3006457 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3006468 nChanged 81
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Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3006478 nChanged 78
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Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3006496 nChanged 84
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Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3006512 nChanged 87
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Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3006526 nChanged 72
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Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3006546 nChanged 68
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Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3006558 nChanged 80
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Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3006572 nChanged 78
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Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3006580 nChanged 82
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Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3006594 nChanged 86
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Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8923 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3006616 nChanged 96
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Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3006646 nChanged 84
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Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3006672 nChanged 90
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Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3006694 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3006723 nChanged 104
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3006737 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3006759 nChanged 98
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Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3006775 nChanged 92
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Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3006780 nChanged 108
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Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3006807 nChanged 112
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Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 13366 members 
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	Iteration 55Q: 3 clusters Score -3006825 nChanged 109
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Mstep: Class 1 contains 7775 members 
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	Iteration 56Q: 3 clusters Score -3006849 nChanged 108
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Mstep: Class 1 contains 7675 members 
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Mstep: Class 1 contains 7568 members 
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	Iteration 58Q: 3 clusters Score -3006885 nChanged 100
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Mstep: Class 1 contains 7470 members 
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	Iteration 59Q: 3 clusters Score -3006904 nChanged 103
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Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3006919 nChanged 90
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Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 13965 members 
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	Iteration 61Q: 3 clusters Score -3006925 nChanged 81
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Mstep: Class 1 contains 7204 members 
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	Iteration 62Q: 3 clusters Score -3006943 nChanged 84
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Mstep: Class 1 contains 7128 members 
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	Iteration 63Q: 3 clusters Score -3006956 nChanged 90
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Mstep: Class 1 contains 7038 members 
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	Iteration 64Q: 3 clusters Score -3006973 nChanged 102
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Mstep: Class 1 contains 6940 members 
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	Iteration 65Q: 3 clusters Score -3006991 nChanged 121
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Mstep: Class 1 contains 6823 members 
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	Iteration 66Q: 3 clusters Score -3007015 nChanged 110
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Mstep: Class 1 contains 6723 members 
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	Iteration 67Q: 3 clusters Score -3007029 nChanged 100
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Mstep: Class 1 contains 6623 members 
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	Iteration 68Q: 3 clusters Score -3007036 nChanged 98
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Mstep: Class 1 contains 6527 members 
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	Iteration 69Q: 3 clusters Score -3007063 nChanged 92
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Mstep: Class 1 contains 6439 members 
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	Iteration 70Q: 3 clusters Score -3007076 nChanged 82
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Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 14889 members 
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	Iteration 71Q: 3 clusters Score -3007104 nChanged 98
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 14987 members 
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	Iteration 72Q: 3 clusters Score -3007118 nChanged 107
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Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3007132 nChanged 97
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3007140 nChanged 79
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Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 15266 members 
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	Iteration 75Q: 3 clusters Score -3007146 nChanged 74
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 15340 members 
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	Iteration 76Q: 3 clusters Score -3007165 nChanged 69
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Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 15409 members 
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	Iteration 77Q: 3 clusters Score -3007182 nChanged 72
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Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 15479 members 
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	Iteration 78Q: 3 clusters Score -3007182 nChanged 92
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Mstep: Class 1 contains 5675 members 
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	Iteration 79Q: 3 clusters Score -3007204 nChanged 114
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Mstep: Class 1 contains 5561 members 
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	Iteration 80F: 3 clusters Score -3007228 nChanged 133
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Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 15818 members 
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	Iteration 81Q: 3 clusters Score -3007254 nChanged 120
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Mstep: Class 1 contains 5310 members 
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	Iteration 82Q: 3 clusters Score -3007269 nChanged 118
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Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 16050 members 
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	Iteration 83Q: 3 clusters Score -3007298 nChanged 104
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Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16154 members 
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	Iteration 84Q: 3 clusters Score -3007323 nChanged 112
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Mstep: Class 1 contains 4980 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3007341 nChanged 111
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Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 16377 members 
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	Iteration 86Q: 3 clusters Score -3007361 nChanged 123
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 16500 members 
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Mstep: Class 1 contains 4614 members 
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Mstep: Class 1 contains 4487 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4376 members 
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	Iteration 90Q: 3 clusters Score -3007482 nChanged 131
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Mstep: Class 1 contains 4245 members 
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	Iteration 91Q: 3 clusters Score -3007510 nChanged 125
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Mstep: Class 1 contains 4122 members 
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	Iteration 92Q: 3 clusters Score -3007542 nChanged 134
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Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 17256 members 
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	Iteration 93Q: 3 clusters Score -3007571 nChanged 135
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Mstep: Class 1 contains 3855 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3007621 nChanged 133
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Mstep: Class 1 contains 3722 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3007656 nChanged 124
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Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 17648 members 
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	Iteration 96Q: 3 clusters Score -3007691 nChanged 139
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Mstep: Class 1 contains 3459 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3007724 nChanged 142
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Mstep: Class 1 contains 3319 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3007788 nChanged 154
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Mstep: Class 1 contains 3165 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3007903 nChanged 154
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Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3007953 nChanged 137
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Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3008011 nChanged 114
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -3008045.000000 Penalty: 4942.106445
	Iteration 103Q: 3 clusters Score -3008045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -3008076.750000 Penalty: 4942.106445
	Iteration 104Q: 3 clusters Score -3008077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -3008114.250000 Penalty: 4942.106445
	Iteration 105Q: 3 clusters Score -3008114 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3008144.500000 Penalty: 4942.106445
	Iteration 106Q: 3 clusters Score -3008144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3008171.750000 Penalty: 4942.106445
	Iteration 107Q: 3 clusters Score -3008172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3008207.000000 Penalty: 4942.106445
	Iteration 108Q: 3 clusters Score -3008207 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3008238.750000 Penalty: 4942.106445
	Iteration 109Q: 3 clusters Score -3008239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3008247.500000 Penalty: 4942.106445
	Iteration 110Q: 3 clusters Score -3008248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3008273.250000 Penalty: 4942.106445
	Iteration 111Q: 3 clusters Score -3008273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -3008281.500000 Penalty: 4942.106445
	Iteration 112Q: 3 clusters Score -3008282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3008297.000000 Penalty: 4942.106445
	Iteration 113Q: 3 clusters Score -3008297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -3008309.750000 Penalty: 4942.106445
	Iteration 114Q: 3 clusters Score -3008310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3008324.750000 Penalty: 4942.106445
	Iteration 115Q: 3 clusters Score -3008325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3008334.750000 Penalty: 4942.106445
	Iteration 116Q: 3 clusters Score -3008335 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3008351.500000 Penalty: 4942.106445
	Iteration 117Q: 3 clusters Score -3008352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -3008353.250000 Penalty: 4942.106445
	Iteration 118Q: 3 clusters Score -3008353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -3008364.750000 Penalty: 4942.106445
	Iteration 119Q: 3 clusters Score -3008365 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3008372.250000 Penalty: 4942.106445
	Iteration 120F: 3 clusters Score -3008372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3008376.750000 Penalty: 4942.106445
	Iteration 121Q: 3 clusters Score -3008377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3008391.500000 Penalty: 4942.106445
	Iteration 122Q: 3 clusters Score -3008392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3008398.500000 Penalty: 4942.106445
	Iteration 123Q: 3 clusters Score -3008398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3008409.750000 Penalty: 4942.106445
	Iteration 124Q: 3 clusters Score -3008410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3008428.250000 Penalty: 4942.106445
	Iteration 125Q: 3 clusters Score -3008428 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -3008441.000000 Penalty: 4942.106445
	Iteration 126Q: 3 clusters Score -3008441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3008453.000000 Penalty: 4942.106445
	Iteration 127Q: 3 clusters Score -3008453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -3008464.500000 Penalty: 4942.106445
	Iteration 128Q: 3 clusters Score -3008464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3008469.000000 Penalty: 4942.106445
	Iteration 129Q: 3 clusters Score -3008469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -3008472.750000 Penalty: 4942.106445
	Iteration 130Q: 3 clusters Score -3008473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3008478.250000 Penalty: 4942.106445
	Iteration 131Q: 3 clusters Score -3008478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -3008475.750000 Penalty: 4942.106445
	Iteration 132Q: 3 clusters Score -3008476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -3008480.250000 Penalty: 4942.106445
	Iteration 133Q: 3 clusters Score -3008480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -3008482.250000 Penalty: 4942.106445
	Iteration 134Q: 3 clusters Score -3008482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3008488.500000 Penalty: 4942.106445
	Iteration 135Q: 3 clusters Score -3008488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -3008490.250000 Penalty: 4942.106445
	Iteration 136Q: 3 clusters Score -3008490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3008498.250000 Penalty: 4942.106445
	Iteration 137Q: 3 clusters Score -3008498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -3008499.250000 Penalty: 4942.106445
	Iteration 138Q: 3 clusters Score -3008499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3008499.000000 Penalty: 4942.106445
	Iteration 139Q: 3 clusters Score -3008499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -3008498.750000 Penalty: 4942.106445
	Iteration 140F: 3 clusters Score -3008499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -3008508.750000 Penalty: 4942.106445
	Iteration 141Q: 3 clusters Score -3008509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -3008513.250000 Penalty: 4942.106445
	Iteration 142Q: 3 clusters Score -3008513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3008510.000000 Penalty: 4942.106445
	Iteration 143Q: 3 clusters Score -3008510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3008518.500000 Penalty: 4942.106445
	Iteration 144Q: 3 clusters Score -3008518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -3008520.750000 Penalty: 4942.106445
	Iteration 145Q: 3 clusters Score -3008521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3008523.500000 Penalty: 4942.106445
	Iteration 146Q: 3 clusters Score -3008524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3008521.500000 Penalty: 4942.106445
	Iteration 147Q: 3 clusters Score -3008522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -3008526.500000 Penalty: 4942.106445
	Iteration 148Q: 3 clusters Score -3008526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3008524.750000 Penalty: 4942.106445
	Iteration 149Q: 3 clusters Score -3008525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3008524.500000 Penalty: 4942.106445
	Iteration 150Q: 3 clusters Score -3008524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3008521.750000 Penalty: 4942.106445
	Iteration 151Q: 3 clusters Score -3008522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3008523.750000 Penalty: 4942.106445
	Iteration 152Q: 3 clusters Score -3008524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3008523.750000 Penalty: 4942.106445
	Iteration 153F: 3 clusters Score -3008524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Entering Unmasked Estep 
Score: -4211416.000000 Penalty: 2563.958984
	Iteration 0F: 2 clusters Score -4211416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4190273.750000 Penalty: 5127.917969
	Iteration 0F: 3 clusters Score -4190274 nChanged 13983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -4197736.000000 Penalty: 5127.917969
	Iteration 1F: 3 clusters Score -4197736 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4198238.000000 Penalty: 5127.917969
	Iteration 2Q: 3 clusters Score -4198238 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4199031.500000 Penalty: 5127.917969
	Iteration 3Q: 3 clusters Score -4199032 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4200183.000000 Penalty: 5127.917969
	Iteration 4F: 3 clusters Score -4200183 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4201634.500000 Penalty: 5127.917969
	Iteration 5F: 3 clusters Score -4201634 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -4203172.500000 Penalty: 5127.917969
	Iteration 6F: 3 clusters Score -4203172 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4204835.000000 Penalty: 5127.917969
	Iteration 7F: 3 clusters Score -4204835 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4206366.500000 Penalty: 5127.917969
	Iteration 8F: 3 clusters Score -4206366 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -4207681.500000 Penalty: 5127.917969
	Iteration 9F: 3 clusters Score -4207682 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4208565.500000 Penalty: 5127.917969
	Iteration 10Q: 3 clusters Score -4208566 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -4209115.500000 Penalty: 5127.917969
	Iteration 11Q: 3 clusters Score -4209116 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -4209546.000000 Penalty: 5127.917969
	Iteration 12Q: 3 clusters Score -4209546 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -4209893.500000 Penalty: 5127.917969
	Iteration 13Q: 3 clusters Score -4209894 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -4210257.000000 Penalty: 5127.917969
	Iteration 14Q: 3 clusters Score -4210257 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -4210636.500000 Penalty: 5127.917969
	Iteration 15Q: 3 clusters Score -4210636 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4210974.000000 Penalty: 5127.917969
	Iteration 16Q: 3 clusters Score -4210974 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -4211321.000000 Penalty: 5127.917969
	Iteration 17Q: 3 clusters Score -4211321 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4211459.500000 Penalty: 5127.917969
	Iteration 18Q: 3 clusters Score -4211460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -4211516.500000 Penalty: 5127.917969
	Iteration 19Q: 3 clusters Score -4211516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -4211537.000000 Penalty: 5127.917969
	Iteration 20F: 3 clusters Score -4211537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4211550.500000 Penalty: 5127.917969
	Iteration 21Q: 3 clusters Score -4211550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -4211561.000000 Penalty: 5127.917969
	Iteration 22Q: 3 clusters Score -4211561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -4211569.500000 Penalty: 5127.917969
	Iteration 23Q: 3 clusters Score -4211570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4211561.500000 Penalty: 5127.917969
	Iteration 24Q: 3 clusters Score -4211562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -4211565.000000 Penalty: 5127.917969
	Iteration 25Q: 3 clusters Score -4211565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -4211567.000000 Penalty: 5127.917969
	Iteration 26Q: 3 clusters Score -4211567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4211572.000000 Penalty: 5127.917969
	Iteration 27Q: 3 clusters Score -4211572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -4211569.000000 Penalty: 5127.917969
	Iteration 28Q: 3 clusters Score -4211569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -4211576.500000 Penalty: 5127.917969
	Iteration 29Q: 3 clusters Score -4211576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -4211570.000000 Penalty: 5127.917969
	Iteration 30Q: 3 clusters Score -4211570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4211571.000000 Penalty: 5127.917969
	Iteration 31Q: 3 clusters Score -4211571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -4211572.000000 Penalty: 5127.917969
	Iteration 32Q: 3 clusters Score -4211572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -4211571.500000 Penalty: 5127.917969
	Iteration 33Q: 3 clusters Score -4211572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4211569.500000 Penalty: 5127.917969
	Iteration 34Q: 3 clusters Score -4211570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4211569.500000 Penalty: 5127.917969
	Iteration 35F: 3 clusters Score -4211570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 688 members 
Mstep: Class 3 contains 853 members 
Mstep: Class 4 contains 156214 members 
Mstep: Class 5 contains 485 members 
Mstep: Class 6 contains 145326 members 
Mstep: Class 7 contains 30177 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 27412 members 
Mstep: Class 11 contains 1507 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 21246 members 
Mstep: Class 14 contains 1452 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 16 contains 116050 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 18 contains 29449 members 
Mstep: Class 19 contains 23145 members 
Mstep: Class 20 contains 31531 members 
Entering Unmasked Estep 
Score: -84942632.000000 Penalty: 66121.062500
Splitting cluster 14 changes total score from -84943312.000000 to -84942632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -241567.718750 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -241567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -239043.546875 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -239043.5 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -239444.921875 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -239444.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -239569.875000 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -239569.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -239640.406250 Penalty: 3702.396973
	Iteration 3Q: 3 clusters Score -239640.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -239671.718750 Penalty: 3702.396973
	Iteration 4Q: 3 clusters Score -239671.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -239691.218750 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -239691.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -239701.343750 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -239701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -239705.765625 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -239705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -239711.531250 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -239711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239713.281250 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -239713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -239715.093750 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -239715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -239716.406250 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -239716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -239716.921875 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -239716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -239719.953125 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -239720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -239723.750000 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -239723.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -239726.265625 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -239726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -239730.156250 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -239730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -239731.468750 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -239731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -239731.468750 Penalty: 3702.396973
	Iteration 18F: 3 clusters Score -239731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (116050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116050 members 
Entering Unmasked Estep 
Score: -16281709.000000 Penalty: 2892.120605
	Iteration 0F: 2 clusters Score -1.628171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -16205329.000000 Penalty: 5784.241211
	Iteration 0F: 3 clusters Score -1.620533e+07 nChanged 55429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57547 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -16238016.000000 Penalty: 5784.241211
	Iteration 1F: 3 clusters Score -1.623802e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -16239454.000000 Penalty: 5784.241211
	Iteration 2Q: 3 clusters Score -1.623945e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57879 members 
Mstep: Class 2 contains 58171 members 
Entering Unmasked Estep 
Score: -16241791.000000 Penalty: 5784.241211
	Iteration 3Q: 3 clusters Score -1.624179e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58318 members 
Mstep: Class 2 contains 57732 members 
Entering Unmasked Estep 
Score: -16244658.000000 Penalty: 5784.241211
	Iteration 4Q: 3 clusters Score -1.624466e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -16248805.000000 Penalty: 5784.241211
	Iteration 5F: 3 clusters Score -1.62488e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -16254293.000000 Penalty: 5784.241211
	Iteration 6F: 3 clusters Score -1.625429e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61339 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -16259902.000000 Penalty: 5784.241211
	Iteration 7F: 3 clusters Score -1.62599e+07 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -16263752.000000 Penalty: 5784.241211
	Iteration 8F: 3 clusters Score -1.626375e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62950 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -16265174.000000 Penalty: 5784.241211
	Iteration 9Q: 3 clusters Score -1.626517e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63498 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -16265646.000000 Penalty: 5784.241211
	Iteration 10Q: 3 clusters Score -1.626565e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -16265846.000000 Penalty: 5784.241211
	Iteration 11Q: 3 clusters Score -1.626585e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -16265959.000000 Penalty: 5784.241211
	Iteration 12Q: 3 clusters Score -1.626596e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -16266029.000000 Penalty: 5784.241211
	Iteration 13Q: 3 clusters Score -1.626603e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -16266183.000000 Penalty: 5784.241211
	Iteration 14Q: 3 clusters Score -1.626618e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -16266284.000000 Penalty: 5784.241211
	Iteration 15Q: 3 clusters Score -1.626628e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -16266395.000000 Penalty: 5784.241211
	Iteration 16Q: 3 clusters Score -1.62664e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -16266566.000000 Penalty: 5784.241211
	Iteration 17Q: 3 clusters Score -1.626657e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -16266627.000000 Penalty: 5784.241211
	Iteration 18Q: 3 clusters Score -1.626663e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -16266770.000000 Penalty: 5784.241211
	Iteration 19Q: 3 clusters Score -1.626677e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70440 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -16266873.000000 Penalty: 5784.241211
	Iteration 20F: 3 clusters Score -1.626687e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71440 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -16267030.000000 Penalty: 5784.241211
	Iteration 21Q: 3 clusters Score -1.626703e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72494 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -16267242.000000 Penalty: 5784.241211
	Iteration 22Q: 3 clusters Score -1.626724e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73572 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -16267460.000000 Penalty: 5784.241211
	Iteration 23Q: 3 clusters Score -1.626746e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -16267798.000000 Penalty: 5784.241211
	Iteration 24Q: 3 clusters Score -1.62678e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -16268010.000000 Penalty: 5784.241211
	Iteration 25Q: 3 clusters Score -1.626801e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -16268313.000000 Penalty: 5784.241211
	Iteration 26Q: 3 clusters Score -1.626831e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78656 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -16268594.000000 Penalty: 5784.241211
	Iteration 27Q: 3 clusters Score -1.626859e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80062 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -16269046.000000 Penalty: 5784.241211
	Iteration 28Q: 3 clusters Score -1.626905e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -16269396.000000 Penalty: 5784.241211
	Iteration 29Q: 3 clusters Score -1.62694e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83118 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -16269858.000000 Penalty: 5784.241211
	Iteration 30Q: 3 clusters Score -1.626986e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -16270421.000000 Penalty: 5784.241211
	Iteration 31Q: 3 clusters Score -1.627042e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86390 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -16270974.000000 Penalty: 5784.241211
	Iteration 32Q: 3 clusters Score -1.627097e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88032 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -16271487.000000 Penalty: 5784.241211
	Iteration 33Q: 3 clusters Score -1.627149e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89658 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -16271939.000000 Penalty: 5784.241211
	Iteration 34Q: 3 clusters Score -1.627194e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -16272404.000000 Penalty: 5784.241211
	Iteration 35Q: 3 clusters Score -1.62724e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92821 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -16272847.000000 Penalty: 5784.241211
	Iteration 36Q: 3 clusters Score -1.627285e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94422 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -16273248.000000 Penalty: 5784.241211
	Iteration 37Q: 3 clusters Score -1.627325e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -16273734.000000 Penalty: 5784.241211
	Iteration 38Q: 3 clusters Score -1.627373e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -16274109.000000 Penalty: 5784.241211
	Iteration 39Q: 3 clusters Score -1.627411e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99052 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -16274554.000000 Penalty: 5784.241211
	Iteration 40F: 3 clusters Score -1.627455e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100536 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -16274998.000000 Penalty: 5784.241211
	Iteration 41Q: 3 clusters Score -1.6275e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -16275543.000000 Penalty: 5784.241211
	Iteration 42Q: 3 clusters Score -1.627554e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103243 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -16276027.000000 Penalty: 5784.241211
	Iteration 43Q: 3 clusters Score -1.627603e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -16276505.000000 Penalty: 5784.241211
	Iteration 44Q: 3 clusters Score -1.62765e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -16276863.000000 Penalty: 5784.241211
	Iteration 45Q: 3 clusters Score -1.627686e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -16277221.000000 Penalty: 5784.241211
	Iteration 46Q: 3 clusters Score -1.627722e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107546 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -16277534.000000 Penalty: 5784.241211
	Iteration 47Q: 3 clusters Score -1.627753e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108371 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -16277855.000000 Penalty: 5784.241211
	Iteration 48Q: 3 clusters Score -1.627786e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -16278072.000000 Penalty: 5784.241211
	Iteration 49Q: 3 clusters Score -1.627807e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -16278254.000000 Penalty: 5784.241211
	Iteration 50Q: 3 clusters Score -1.627825e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -16278433.000000 Penalty: 5784.241211
	Iteration 51Q: 3 clusters Score -1.627843e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110855 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -16278470.000000 Penalty: 5784.241211
	Iteration 52Q: 3 clusters Score -1.627847e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111292 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -16278572.000000 Penalty: 5784.241211
	Iteration 53Q: 3 clusters Score -1.627857e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111689 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -16278710.000000 Penalty: 5784.241211
	Iteration 54Q: 3 clusters Score -1.627871e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112022 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -16278806.000000 Penalty: 5784.241211
	Iteration 55Q: 3 clusters Score -1.627881e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112334 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -16278840.000000 Penalty: 5784.241211
	Iteration 56Q: 3 clusters Score -1.627884e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -16278868.000000 Penalty: 5784.241211
	Iteration 57Q: 3 clusters Score -1.627887e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -16278920.000000 Penalty: 5784.241211
	Iteration 58Q: 3 clusters Score -1.627892e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -16278981.000000 Penalty: 5784.241211
	Iteration 59Q: 3 clusters Score -1.627898e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113200 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -16279034.000000 Penalty: 5784.241211
	Iteration 60F: 3 clusters Score -1.627903e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -16279050.000000 Penalty: 5784.241211
	Iteration 61Q: 3 clusters Score -1.627905e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -16279091.000000 Penalty: 5784.241211
	Iteration 62Q: 3 clusters Score -1.627909e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -16279132.000000 Penalty: 5784.241211
	Iteration 63Q: 3 clusters Score -1.627913e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113726 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -16279098.000000 Penalty: 5784.241211
	Iteration 64Q: 3 clusters Score -1.62791e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16279146.000000 Penalty: 5784.241211
	Iteration 65Q: 3 clusters Score -1.627915e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -16279153.000000 Penalty: 5784.241211
	Iteration 66Q: 3 clusters Score -1.627915e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -16279185.000000 Penalty: 5784.241211
	Iteration 67Q: 3 clusters Score -1.627918e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114042 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -16279206.000000 Penalty: 5784.241211
	Iteration 68Q: 3 clusters Score -1.627921e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -16279217.000000 Penalty: 5784.241211
	Iteration 69Q: 3 clusters Score -1.627922e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114146 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -16279220.000000 Penalty: 5784.241211
	Iteration 70Q: 3 clusters Score -1.627922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114192 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -16279215.000000 Penalty: 5784.241211
	Iteration 71Q: 3 clusters Score -1.627922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -16279228.000000 Penalty: 5784.241211
	Iteration 72Q: 3 clusters Score -1.627923e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114252 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -16279235.000000 Penalty: 5784.241211
	Iteration 73Q: 3 clusters Score -1.627924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16279241.000000 Penalty: 5784.241211
	Iteration 74Q: 3 clusters Score -1.627924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16279230.000000 Penalty: 5784.241211
	Iteration 75Q: 3 clusters Score -1.627923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -16279256.000000 Penalty: 5784.241211
	Iteration 76Q: 3 clusters Score -1.627926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114330 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -16279259.000000 Penalty: 5784.241211
	Iteration 77Q: 3 clusters Score -1.627926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -16279268.000000 Penalty: 5784.241211
	Iteration 78Q: 3 clusters Score -1.627927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -16279278.000000 Penalty: 5784.241211
	Iteration 79Q: 3 clusters Score -1.627928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -16279270.000000 Penalty: 5784.241211
	Iteration 80F: 3 clusters Score -1.627927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114392 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -16279268.000000 Penalty: 5784.241211
	Iteration 81Q: 3 clusters Score -1.627927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -16279281.000000 Penalty: 5784.241211
	Iteration 82Q: 3 clusters Score -1.627928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -16279287.000000 Penalty: 5784.241211
	Iteration 83Q: 3 clusters Score -1.627929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114442 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -16279282.000000 Penalty: 5784.241211
	Iteration 84Q: 3 clusters Score -1.627928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114458 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16279293.000000 Penalty: 5784.241211
	Iteration 85Q: 3 clusters Score -1.627929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -16279289.000000 Penalty: 5784.241211
	Iteration 86Q: 3 clusters Score -1.627929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -16279316.000000 Penalty: 5784.241211
	Iteration 87Q: 3 clusters Score -1.627932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114514 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16279299.000000 Penalty: 5784.241211
	Iteration 88Q: 3 clusters Score -1.62793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114529 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -16279281.000000 Penalty: 5784.241211
	Iteration 89Q: 3 clusters Score -1.627928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -16279290.000000 Penalty: 5784.241211
	Iteration 90Q: 3 clusters Score -1.627929e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -16279298.000000 Penalty: 5784.241211
	Iteration 91Q: 3 clusters Score -1.62793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114579 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16279315.000000 Penalty: 5784.241211
	Iteration 92Q: 3 clusters Score -1.627932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114595 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16279312.000000 Penalty: 5784.241211
	Iteration 93Q: 3 clusters Score -1.627931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114608 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -16279314.000000 Penalty: 5784.241211
	Iteration 94Q: 3 clusters Score -1.627931e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114618 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -16279312.000000 Penalty: 5784.241211
	Iteration 95Q: 3 clusters Score -1.627931e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16279317.000000 Penalty: 5784.241211
	Iteration 96Q: 3 clusters Score -1.627932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -16279304.000000 Penalty: 5784.241211
	Iteration 97Q: 3 clusters Score -1.62793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16279319.000000 Penalty: 5784.241211
	Iteration 98Q: 3 clusters Score -1.627932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -16279324.000000 Penalty: 5784.241211
	Iteration 99Q: 3 clusters Score -1.627932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114649 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -16279341.000000 Penalty: 5784.241211
	Iteration 100F: 3 clusters Score -1.627934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16279342.000000 Penalty: 5784.241211
	Iteration 101Q: 3 clusters Score -1.627934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16279342.000000 Penalty: 5784.241211
	Iteration 102F: 3 clusters Score -1.627934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Entering Unmasked Estep 
Score: -3598713.000000 Penalty: 2515.048096
	Iteration 0F: 2 clusters Score -3598713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3581121.500000 Penalty: 5030.096191
	Iteration 0F: 3 clusters Score -3581122 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3587393.250000 Penalty: 5030.096191
	Iteration 1F: 3 clusters Score -3587393 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3587896.250000 Penalty: 5030.096191
	Iteration 2F: 3 clusters Score -3587896 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3588346.500000 Penalty: 5030.096191
	Iteration 3Q: 3 clusters Score -3588346 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3588785.500000 Penalty: 5030.096191
	Iteration 4Q: 3 clusters Score -3588786 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -3589272.750000 Penalty: 5030.096191
	Iteration 5Q: 3 clusters Score -3589273 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -3589875.500000 Penalty: 5030.096191
	Iteration 6Q: 3 clusters Score -3589876 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3590666.250000 Penalty: 5030.096191
	Iteration 7F: 3 clusters Score -3590666 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -3591740.750000 Penalty: 5030.096191
	Iteration 8F: 3 clusters Score -3591741 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3592962.000000 Penalty: 5030.096191
	Iteration 9F: 3 clusters Score -3592962 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3594125.250000 Penalty: 5030.096191
	Iteration 10F: 3 clusters Score -3594125 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3594872.000000 Penalty: 5030.096191
	Iteration 11Q: 3 clusters Score -3594872 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3595290.250000 Penalty: 5030.096191
	Iteration 12Q: 3 clusters Score -3595290 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3595548.750000 Penalty: 5030.096191
	Iteration 13Q: 3 clusters Score -3595549 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3595739.500000 Penalty: 5030.096191
	Iteration 14Q: 3 clusters Score -3595740 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3595903.750000 Penalty: 5030.096191
	Iteration 15Q: 3 clusters Score -3595904 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3596025.500000 Penalty: 5030.096191
	Iteration 16Q: 3 clusters Score -3596026 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3596097.250000 Penalty: 5030.096191
	Iteration 17Q: 3 clusters Score -3596097 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3596155.250000 Penalty: 5030.096191
	Iteration 18Q: 3 clusters Score -3596155 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3596218.250000 Penalty: 5030.096191
	Iteration 19Q: 3 clusters Score -3596218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3596256.250000 Penalty: 5030.096191
	Iteration 20F: 3 clusters Score -3596256 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3596290.500000 Penalty: 5030.096191
	Iteration 21Q: 3 clusters Score -3596290 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3596321.500000 Penalty: 5030.096191
	Iteration 22Q: 3 clusters Score -3596322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3596343.250000 Penalty: 5030.096191
	Iteration 23Q: 3 clusters Score -3596343 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3596368.500000 Penalty: 5030.096191
	Iteration 24Q: 3 clusters Score -3596368 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3596391.250000 Penalty: 5030.096191
	Iteration 25Q: 3 clusters Score -3596391 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3596412.500000 Penalty: 5030.096191
	Iteration 26Q: 3 clusters Score -3596412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3596427.000000 Penalty: 5030.096191
	Iteration 27Q: 3 clusters Score -3596427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3596447.750000 Penalty: 5030.096191
	Iteration 28Q: 3 clusters Score -3596448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3596477.000000 Penalty: 5030.096191
	Iteration 29Q: 3 clusters Score -3596477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3596494.000000 Penalty: 5030.096191
	Iteration 30Q: 3 clusters Score -3596494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3596506.250000 Penalty: 5030.096191
	Iteration 31Q: 3 clusters Score -3596506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3596510.750000 Penalty: 5030.096191
	Iteration 32Q: 3 clusters Score -3596511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3596511.500000 Penalty: 5030.096191
	Iteration 33Q: 3 clusters Score -3596512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3596516.750000 Penalty: 5030.096191
	Iteration 34Q: 3 clusters Score -3596517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3596521.750000 Penalty: 5030.096191
	Iteration 35Q: 3 clusters Score -3596522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3596524.500000 Penalty: 5030.096191
	Iteration 36Q: 3 clusters Score -3596524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3596534.750000 Penalty: 5030.096191
	Iteration 37Q: 3 clusters Score -3596535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3596539.000000 Penalty: 5030.096191
	Iteration 38Q: 3 clusters Score -3596539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3596551.750000 Penalty: 5030.096191
	Iteration 39Q: 3 clusters Score -3596552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3596559.000000 Penalty: 5030.096191
	Iteration 40F: 3 clusters Score -3596559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3596566.250000 Penalty: 5030.096191
	Iteration 41Q: 3 clusters Score -3596566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3596569.000000 Penalty: 5030.096191
	Iteration 42Q: 3 clusters Score -3596569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3596568.500000 Penalty: 5030.096191
	Iteration 43Q: 3 clusters Score -3596568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3596577.750000 Penalty: 5030.096191
	Iteration 44Q: 3 clusters Score -3596578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3596577.750000 Penalty: 5030.096191
	Iteration 45Q: 3 clusters Score -3596578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3596587.250000 Penalty: 5030.096191
	Iteration 46Q: 3 clusters Score -3596587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3596583.250000 Penalty: 5030.096191
	Iteration 47Q: 3 clusters Score -3596583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3596586.250000 Penalty: 5030.096191
	Iteration 48Q: 3 clusters Score -3596586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3596583.500000 Penalty: 5030.096191
	Iteration 49Q: 3 clusters Score -3596584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3596581.000000 Penalty: 5030.096191
	Iteration 50Q: 3 clusters Score -3596581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3596585.000000 Penalty: 5030.096191
	Iteration 51Q: 3 clusters Score -3596585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3596582.750000 Penalty: 5030.096191
	Iteration 52Q: 3 clusters Score -3596583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3596584.500000 Penalty: 5030.096191
	Iteration 53Q: 3 clusters Score -3596584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3596591.000000 Penalty: 5030.096191
	Iteration 54Q: 3 clusters Score -3596591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3596594.250000 Penalty: 5030.096191
	Iteration 55Q: 3 clusters Score -3596594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3596591.500000 Penalty: 5030.096191
	Iteration 56Q: 3 clusters Score -3596592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3596597.750000 Penalty: 5030.096191
	Iteration 57Q: 3 clusters Score -3596598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3596601.250000 Penalty: 5030.096191
	Iteration 58Q: 3 clusters Score -3596601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3596601.000000 Penalty: 5030.096191
	Iteration 59Q: 3 clusters Score -3596601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3596602.000000 Penalty: 5030.096191
	Iteration 60F: 3 clusters Score -3596602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3596604.750000 Penalty: 5030.096191
	Iteration 61Q: 3 clusters Score -3596605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3596603.250000 Penalty: 5030.096191
	Iteration 62Q: 3 clusters Score -3596603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3596604.000000 Penalty: 5030.096191
	Iteration 63Q: 3 clusters Score -3596604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3596611.250000 Penalty: 5030.096191
	Iteration 64Q: 3 clusters Score -3596611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3596608.250000 Penalty: 5030.096191
	Iteration 65Q: 3 clusters Score -3596608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3596608.000000 Penalty: 5030.096191
	Iteration 66Q: 3 clusters Score -3596608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3596611.750000 Penalty: 5030.096191
	Iteration 67Q: 3 clusters Score -3596612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3596615.500000 Penalty: 5030.096191
	Iteration 68Q: 3 clusters Score -3596616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3596618.000000 Penalty: 5030.096191
	Iteration 69Q: 3 clusters Score -3596618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3596622.000000 Penalty: 5030.096191
	Iteration 70Q: 3 clusters Score -3596622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3596626.000000 Penalty: 5030.096191
	Iteration 71Q: 3 clusters Score -3596626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3596630.250000 Penalty: 5030.096191
	Iteration 72Q: 3 clusters Score -3596630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3596632.500000 Penalty: 5030.096191
	Iteration 73Q: 3 clusters Score -3596632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3596639.500000 Penalty: 5030.096191
	Iteration 74Q: 3 clusters Score -3596640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3596647.000000 Penalty: 5030.096191
	Iteration 75Q: 3 clusters Score -3596647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3596651.500000 Penalty: 5030.096191
	Iteration 76Q: 3 clusters Score -3596652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3596658.000000 Penalty: 5030.096191
	Iteration 77Q: 3 clusters Score -3596658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3596667.750000 Penalty: 5030.096191
	Iteration 78Q: 3 clusters Score -3596668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3596678.000000 Penalty: 5030.096191
	Iteration 79Q: 3 clusters Score -3596678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3596684.500000 Penalty: 5030.096191
	Iteration 80F: 3 clusters Score -3596684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3596688.500000 Penalty: 5030.096191
	Iteration 81Q: 3 clusters Score -3596688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3596690.750000 Penalty: 5030.096191
	Iteration 82Q: 3 clusters Score -3596691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3596696.750000 Penalty: 5030.096191
	Iteration 83Q: 3 clusters Score -3596697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3596697.250000 Penalty: 5030.096191
	Iteration 84Q: 3 clusters Score -3596697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3596706.250000 Penalty: 5030.096191
	Iteration 85Q: 3 clusters Score -3596706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3596700.750000 Penalty: 5030.096191
	Iteration 86Q: 3 clusters Score -3596701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3596705.000000 Penalty: 5030.096191
	Iteration 87Q: 3 clusters Score -3596705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3596706.000000 Penalty: 5030.096191
	Iteration 88Q: 3 clusters Score -3596706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3596705.750000 Penalty: 5030.096191
	Iteration 89Q: 3 clusters Score -3596706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3596708.750000 Penalty: 5030.096191
	Iteration 90Q: 3 clusters Score -3596709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3596713.750000 Penalty: 5030.096191
	Iteration 91Q: 3 clusters Score -3596714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3596713.750000 Penalty: 5030.096191
	Iteration 92Q: 3 clusters Score -3596714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3596713.250000 Penalty: 5030.096191
	Iteration 93Q: 3 clusters Score -3596713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3596713.250000 Penalty: 5030.096191
	Iteration 94Q: 3 clusters Score -3596713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3596717.000000 Penalty: 5030.096191
	Iteration 95Q: 3 clusters Score -3596717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3596717.750000 Penalty: 5030.096191
	Iteration 96Q: 3 clusters Score -3596718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3596717.750000 Penalty: 5030.096191
	Iteration 97F: 3 clusters Score -3596718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Entering Unmasked Estep 
Score: -3278545.250000 Penalty: 2492.284424
	Iteration 0F: 2 clusters Score -3278545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3262380.500000 Penalty: 4984.568848
	Iteration 0F: 3 clusters Score -3262380 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3267932.000000 Penalty: 4984.568848
	Iteration 1F: 3 clusters Score -3267932 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3268420.250000 Penalty: 4984.568848
	Iteration 2F: 3 clusters Score -3268420 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3268905.500000 Penalty: 4984.568848
	Iteration 3F: 3 clusters Score -3268906 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3269426.750000 Penalty: 4984.568848
	Iteration 4Q: 3 clusters Score -3269427 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3270101.250000 Penalty: 4984.568848
	Iteration 5F: 3 clusters Score -3270101 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3271008.000000 Penalty: 4984.568848
	Iteration 6F: 3 clusters Score -3271008 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3272214.000000 Penalty: 4984.568848
	Iteration 7F: 3 clusters Score -3272214 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3273828.250000 Penalty: 4984.568848
	Iteration 8F: 3 clusters Score -3273828 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3275436.000000 Penalty: 4984.568848
	Iteration 9F: 3 clusters Score -3275436 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3276647.000000 Penalty: 4984.568848
	Iteration 10F: 3 clusters Score -3276647 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3277258.250000 Penalty: 4984.568848
	Iteration 11Q: 3 clusters Score -3277258 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3277510.250000 Penalty: 4984.568848
	Iteration 12Q: 3 clusters Score -3277510 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3277629.750000 Penalty: 4984.568848
	Iteration 13Q: 3 clusters Score -3277630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3277694.000000 Penalty: 4984.568848
	Iteration 14Q: 3 clusters Score -3277694 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3277709.750000 Penalty: 4984.568848
	Iteration 15Q: 3 clusters Score -3277710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3277717.250000 Penalty: 4984.568848
	Iteration 16Q: 3 clusters Score -3277717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3277738.250000 Penalty: 4984.568848
	Iteration 17Q: 3 clusters Score -3277738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3277770.000000 Penalty: 4984.568848
	Iteration 18Q: 3 clusters Score -3277770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3277799.000000 Penalty: 4984.568848
	Iteration 19Q: 3 clusters Score -3277799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3277840.750000 Penalty: 4984.568848
	Iteration 20F: 3 clusters Score -3277841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3277910.250000 Penalty: 4984.568848
	Iteration 21Q: 3 clusters Score -3277910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3277980.750000 Penalty: 4984.568848
	Iteration 22Q: 3 clusters Score -3277981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3278044.000000 Penalty: 4984.568848
	Iteration 23Q: 3 clusters Score -3278044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3278090.000000 Penalty: 4984.568848
	Iteration 24Q: 3 clusters Score -3278090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3278105.500000 Penalty: 4984.568848
	Iteration 25Q: 3 clusters Score -3278106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3278119.250000 Penalty: 4984.568848
	Iteration 26Q: 3 clusters Score -3278119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3278119.500000 Penalty: 4984.568848
	Iteration 27Q: 3 clusters Score -3278120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3278121.750000 Penalty: 4984.568848
	Iteration 28Q: 3 clusters Score -3278122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3278130.250000 Penalty: 4984.568848
	Iteration 29Q: 3 clusters Score -3278130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3278129.750000 Penalty: 4984.568848
	Iteration 30Q: 3 clusters Score -3278130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3278131.750000 Penalty: 4984.568848
	Iteration 31Q: 3 clusters Score -3278132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3278134.250000 Penalty: 4984.568848
	Iteration 32Q: 3 clusters Score -3278134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3278135.500000 Penalty: 4984.568848
	Iteration 33Q: 3 clusters Score -3278136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3278135.500000 Penalty: 4984.568848
	Iteration 34F: 3 clusters Score -3278136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Entering Unmasked Estep 
Score: -4472781.500000 Penalty: 2568.964111
	Iteration 0F: 2 clusters Score -4472782 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 15728 members 
Entering Unmasked Estep 
Score: -4451202.000000 Penalty: 5137.928223
	Iteration 0F: 3 clusters Score -4451202 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -4458985.500000 Penalty: 5137.928223
	Iteration 1F: 3 clusters Score -4458986 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -4459349.000000 Penalty: 5137.928223
	Iteration 2Q: 3 clusters Score -4459349 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -4459656.500000 Penalty: 5137.928223
	Iteration 3Q: 3 clusters Score -4459656 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4459944.000000 Penalty: 5137.928223
	Iteration 4Q: 3 clusters Score -4459944 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4460245.500000 Penalty: 5137.928223
	Iteration 5Q: 3 clusters Score -4460246 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4460620.000000 Penalty: 5137.928223
	Iteration 6Q: 3 clusters Score -4460620 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -4461168.500000 Penalty: 5137.928223
	Iteration 7Q: 3 clusters Score -4461168 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4461966.500000 Penalty: 5137.928223
	Iteration 8Q: 3 clusters Score -4461966 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4463184.500000 Penalty: 5137.928223
	Iteration 9F: 3 clusters Score -4463184 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4464899.000000 Penalty: 5137.928223
	Iteration 10F: 3 clusters Score -4464899 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4466837.000000 Penalty: 5137.928223
	Iteration 11F: 3 clusters Score -4466837 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4468493.500000 Penalty: 5137.928223
	Iteration 12F: 3 clusters Score -4468494 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4469521.500000 Penalty: 5137.928223
	Iteration 13Q: 3 clusters Score -4469522 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4470204.000000 Penalty: 5137.928223
	Iteration 14Q: 3 clusters Score -4470204 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4470484.000000 Penalty: 5137.928223
	Iteration 15Q: 3 clusters Score -4470484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4470639.000000 Penalty: 5137.928223
	Iteration 16Q: 3 clusters Score -4470639 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4470742.500000 Penalty: 5137.928223
	Iteration 17Q: 3 clusters Score -4470742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4470816.500000 Penalty: 5137.928223
	Iteration 18Q: 3 clusters Score -4470816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4470845.500000 Penalty: 5137.928223
	Iteration 19Q: 3 clusters Score -4470846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4470866.500000 Penalty: 5137.928223
	Iteration 20F: 3 clusters Score -4470866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4470879.500000 Penalty: 5137.928223
	Iteration 21Q: 3 clusters Score -4470880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4470883.500000 Penalty: 5137.928223
	Iteration 22Q: 3 clusters Score -4470884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4470890.500000 Penalty: 5137.928223
	Iteration 23Q: 3 clusters Score -4470890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4470898.500000 Penalty: 5137.928223
	Iteration 24Q: 3 clusters Score -4470898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4470906.500000 Penalty: 5137.928223
	Iteration 25Q: 3 clusters Score -4470906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4470907.000000 Penalty: 5137.928223
	Iteration 26Q: 3 clusters Score -4470907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4470911.500000 Penalty: 5137.928223
	Iteration 27Q: 3 clusters Score -4470912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4470910.500000 Penalty: 5137.928223
	Iteration 28Q: 3 clusters Score -4470910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4470909.500000 Penalty: 5137.928223
	Iteration 29Q: 3 clusters Score -4470910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4470911.500000 Penalty: 5137.928223
	Iteration 30Q: 3 clusters Score -4470912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4470916.500000 Penalty: 5137.928223
	Iteration 31Q: 3 clusters Score -4470916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4470916.500000 Penalty: 5137.928223
	Iteration 32F: 3 clusters Score -4470916 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -256195168.000000 Penalty: 67991.671875
21->20 Clusters: Score -256195168.000000, best is -256163472.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 29099 members 
Mstep: Class 4 contains 29402 members 
Mstep: Class 5 contains 29366 members 
Mstep: Class 6 contains 29530 members 
Mstep: Class 7 contains 29514 members 
Mstep: Class 8 contains 29266 members 
Mstep: Class 9 contains 29407 members 
Mstep: Class 10 contains 29141 members 
Mstep: Class 11 contains 29269 members 
Mstep: Class 12 contains 29211 members 
Mstep: Class 13 contains 29396 members 
Mstep: Class 14 contains 29406 members 
Mstep: Class 15 contains 29182 members 
Mstep: Class 16 contains 29220 members 
Mstep: Class 17 contains 29433 members 
Mstep: Class 18 contains 29118 members 
Mstep: Class 19 contains 29383 members 
Mstep: Class 20 contains 29600 members 
Mstep: Class 21 contains 29430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 130.293991 but Gain 3306.054688
Score: -81934904.000000 Penalty: 66121.062500
Iteration 0F: 21 clusters Score -8.19349e+07 nChanged 583412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2111 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 34603 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 48571 members 
Mstep: Class 5 contains 18040 members 
Mstep: Class 6 contains 7128 members 
Mstep: Class 7 contains 4150 members 
Mstep: Class 8 contains 16896 members 
Mstep: Class 9 contains 12415 members 
Mstep: Class 10 contains 14699 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 45414 members 
Mstep: Class 14 contains 80783 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 41603 members 
Mstep: Class 17 contains 27437 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 116723 members 
Mstep: Class 20 contains 10106 members 
Mstep: Class 21 contains 79824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1961.268921 but Gain 3306.054688
Score: -84044744.000000 Penalty: 62815.007812
Iteration 1F: 20 clusters Score -8.404474e+07 nChanged 176276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1770 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 34974 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 48927 members 
Mstep: Class 5 contains 13498 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 8 contains 10053 members 
Mstep: Class 9 contains 7008 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 12 contains 2504 members 
Mstep: Class 13 contains 43088 members 
Mstep: Class 14 contains 90865 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 36861 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 159964 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 91556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1767.158813 but Gain 3306.050781
Score: -84379520.000000 Penalty: 59508.957031
Iteration 2F: 19 clusters Score -8.437952e+07 nChanged 126483
Entering Unmasked Mstep 
Mstep: Class 0 contains 326 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 37169 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 57024 members 
Mstep: Class 5 contains 8615 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 3746 members 
Mstep: Class 10 contains 5607 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 13 contains 38952 members 
Mstep: Class 14 contains 91590 members 
Mstep: Class 15 contains 1073 members 
Mstep: Class 16 contains 27736 members 
Mstep: Class 17 contains 7188 members 
Mstep: Class 18 contains 1339 members 
Mstep: Class 19 contains 195751 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 93653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1864.031860 but Gain 3306.054688
Score: -84562888.000000 Penalty: 56202.902344
Iteration 3F: 18 clusters Score -8.456289e+07 nChanged 102628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 35514 members 
Mstep: Class 3 contains 1392 members 
Mstep: Class 4 contains 72412 members 
Mstep: Class 5 contains 5333 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 35698 members 
Mstep: Class 14 contains 90293 members 
Mstep: Class 15 contains 1112 members 
Mstep: Class 16 contains 19577 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 211092 members 
Mstep: Class 21 contains 92546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1557.431641 but Gain 3306.054688
Score: -84634720.000000 Penalty: 52896.847656
Iteration 4F: 17 clusters Score -8.463472e+07 nChanged 84287
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 31012 members 
Mstep: Class 3 contains 1317 members 
Mstep: Class 4 contains 93588 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 9 contains 1571 members 
Mstep: Class 10 contains 1760 members 
Mstep: Class 12 contains 5070 members 
Mstep: Class 13 contains 34332 members 
Mstep: Class 14 contains 89343 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 13744 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 19 contains 206539 members 
Mstep: Class 21 contains 91607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1450.251465 but Gain 3306.050781
Score: -84696488.000000 Penalty: 49590.796875
Iteration 5F: 16 clusters Score -8.469649e+07 nChanged 72846
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 116970 members 
Mstep: Class 5 contains 2864 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 34627 members 
Mstep: Class 14 contains 87774 members 
Mstep: Class 15 contains 1505 members 
Mstep: Class 16 contains 9465 members 
Mstep: Class 17 contains 1498 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 19 contains 193586 members 
Mstep: Class 21 contains 91076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1953.498657 but Gain 3306.054688
Score: -84749752.000000 Penalty: 46284.742188
Iteration 6F: 15 clusters Score -8.474975e+07 nChanged 63183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 22279 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 139253 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 12 contains 7510 members 
Mstep: Class 13 contains 35565 members 
Mstep: Class 14 contains 85947 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 6533 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 1368 members 
Mstep: Class 19 contains 177477 members 
Mstep: Class 21 contains 91516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84795992.000000 Penalty: 46284.742188
Iteration 7F: 15 clusters Score -8.479599e+07 nChanged 52403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 20477 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 158080 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 12 contains 8121 members 
Mstep: Class 13 contains 36070 members 
Mstep: Class 14 contains 84302 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 1414 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 161524 members 
Mstep: Class 21 contains 92457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3305.236572 but Gain 3306.050781
Score: -84831976.000000 Penalty: 42978.691406
Iteration 8F: 14 clusters Score -8.483198e+07 nChanged 44402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 19890 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 172481 members 
Mstep: Class 12 contains 8516 members 
Mstep: Class 13 contains 35676 members 
Mstep: Class 14 contains 83894 members 
Mstep: Class 15 contains 1829 members 
Mstep: Class 16 contains 3381 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 150436 members 
Mstep: Class 21 contains 94074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3017.965820 but Gain 3306.054688
Score: -84855464.000000 Penalty: 39672.636719
Iteration 9F: 13 clusters Score -8.485546e+07 nChanged 37153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 20028 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 183412 members 
Mstep: Class 12 contains 8904 members 
Mstep: Class 13 contains 34542 members 
Mstep: Class 14 contains 84207 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 17 contains 1412 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 142538 members 
Mstep: Class 21 contains 95265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84867584.000000 Penalty: 39672.636719
Iteration 10F: 13 clusters Score -8.486758e+07 nChanged 27262
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 20446 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 189973 members 
Mstep: Class 12 contains 9392 members 
Mstep: Class 13 contains 32993 members 
Mstep: Class 14 contains 83854 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 136424 members 
Mstep: Class 21 contains 96209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84869104.000000 Penalty: 39672.636719
Iteration 11Q: 13 clusters Score -8.48691e+07 nChanged 21849
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 20883 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 194243 members 
Mstep: Class 12 contains 10006 members 
Mstep: Class 13 contains 31664 members 
Mstep: Class 14 contains 84786 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 17 contains 1486 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 130214 members 
Mstep: Class 21 contains 97750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84869736.000000 Penalty: 39672.636719
Iteration 12Q: 13 clusters Score -8.486974e+07 nChanged 18103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 21335 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 196605 members 
Mstep: Class 12 contains 10771 members 
Mstep: Class 13 contains 30485 members 
Mstep: Class 14 contains 86548 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 124307 members 
Mstep: Class 21 contains 99662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84868888.000000 Penalty: 39672.636719
Iteration 13Q: 13 clusters Score -8.486889e+07 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 21733 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 197387 members 
Mstep: Class 12 contains 11496 members 
Mstep: Class 13 contains 29472 members 
Mstep: Class 14 contains 88897 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 118748 members 
Mstep: Class 21 contains 101984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84870312.000000 Penalty: 39672.636719
Iteration 14Q: 13 clusters Score -8.487031e+07 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 22054 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 197216 members 
Mstep: Class 12 contains 12250 members 
Mstep: Class 13 contains 28653 members 
Mstep: Class 14 contains 91559 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 113499 members 
Mstep: Class 21 contains 104454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84871544.000000 Penalty: 39672.636719
Iteration 15Q: 13 clusters Score -8.487154e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 22324 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 196598 members 
Mstep: Class 12 contains 12989 members 
Mstep: Class 13 contains 27963 members 
Mstep: Class 14 contains 94607 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 108313 members 
Mstep: Class 21 contains 106963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84872944.000000 Penalty: 39672.636719
Iteration 16Q: 13 clusters Score -8.487294e+07 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 22527 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 195369 members 
Mstep: Class 12 contains 13739 members 
Mstep: Class 13 contains 27374 members 
Mstep: Class 14 contains 98051 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 17 contains 1581 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 103481 members 
Mstep: Class 21 contains 109340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84875048.000000 Penalty: 39672.636719
Iteration 17Q: 13 clusters Score -8.487505e+07 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 22714 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 193913 members 
Mstep: Class 12 contains 14485 members 
Mstep: Class 13 contains 26870 members 
Mstep: Class 14 contains 101724 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 17 contains 1583 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 98858 members 
Mstep: Class 21 contains 111487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84877072.000000 Penalty: 39672.636719
Iteration 18Q: 13 clusters Score -8.487707e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 22871 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 192209 members 
Mstep: Class 12 contains 15195 members 
Mstep: Class 13 contains 26398 members 
Mstep: Class 14 contains 105746 members 
Mstep: Class 15 contains 2220 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 94548 members 
Mstep: Class 21 contains 113280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84879336.000000 Penalty: 39672.636719
Iteration 19Q: 13 clusters Score -8.487934e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 23005 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 190367 members 
Mstep: Class 12 contains 15903 members 
Mstep: Class 13 contains 25978 members 
Mstep: Class 14 contains 110085 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 90455 members 
Mstep: Class 21 contains 114696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84884656.000000 Penalty: 39672.636719
Iteration 20F: 13 clusters Score -8.488466e+07 nChanged 12011
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 23091 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 187889 members 
Mstep: Class 12 contains 16577 members 
Mstep: Class 13 contains 25577 members 
Mstep: Class 14 contains 114731 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 86533 members 
Mstep: Class 21 contains 115633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84894384.000000 Penalty: 39672.636719
Iteration 21Q: 13 clusters Score -8.489438e+07 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 23249 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 185896 members 
Mstep: Class 12 contains 17217 members 
Mstep: Class 13 contains 25189 members 
Mstep: Class 14 contains 119263 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 82790 members 
Mstep: Class 21 contains 116124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84898000.000000 Penalty: 39672.636719
Iteration 22Q: 13 clusters Score -8.4898e+07 nChanged 11797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 23469 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 184568 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 24800 members 
Mstep: Class 14 contains 123745 members 
Mstep: Class 15 contains 3687 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 79467 members 
Mstep: Class 21 contains 116121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84900632.000000 Penalty: 39672.636719
Iteration 23Q: 13 clusters Score -8.490063e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 23692 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 183395 members 
Mstep: Class 12 contains 18234 members 
Mstep: Class 13 contains 24460 members 
Mstep: Class 14 contains 128334 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 17 contains 1596 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 76431 members 
Mstep: Class 21 contains 115747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902936.000000 Penalty: 39672.636719
Iteration 24Q: 13 clusters Score -8.490294e+07 nChanged 11242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 23903 members 
Mstep: Class 3 contains 1373 members 
Mstep: Class 4 contains 182295 members 
Mstep: Class 12 contains 18674 members 
Mstep: Class 13 contains 24164 members 
Mstep: Class 14 contains 133123 members 
Mstep: Class 15 contains 3765 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 73620 members 
Mstep: Class 21 contains 114918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905768.000000 Penalty: 39672.636719
Iteration 25Q: 13 clusters Score -8.490577e+07 nChanged 11179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 24109 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 181124 members 
Mstep: Class 12 contains 19111 members 
Mstep: Class 13 contains 23894 members 
Mstep: Class 14 contains 137908 members 
Mstep: Class 15 contains 3778 members 
Mstep: Class 17 contains 1595 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 71228 members 
Mstep: Class 21 contains 113725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909016.000000 Penalty: 39672.636719
Iteration 26Q: 13 clusters Score -8.490902e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 24310 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 179872 members 
Mstep: Class 12 contains 19452 members 
Mstep: Class 13 contains 23663 members 
Mstep: Class 14 contains 142795 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 69172 members 
Mstep: Class 21 contains 112251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911096.000000 Penalty: 39672.636719
Iteration 27Q: 13 clusters Score -8.49111e+07 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 24478 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 178664 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 23471 members 
Mstep: Class 14 contains 147732 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 67344 members 
Mstep: Class 21 contains 110512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913304.000000 Penalty: 39672.636719
Iteration 28Q: 13 clusters Score -8.49133e+07 nChanged 11419
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 24601 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 178256 members 
Mstep: Class 12 contains 20118 members 
Mstep: Class 13 contains 23281 members 
Mstep: Class 14 contains 152273 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 65374 members 
Mstep: Class 21 contains 108471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84914536.000000 Penalty: 39672.636719
Iteration 29Q: 13 clusters Score -8.491454e+07 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 24722 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 178385 members 
Mstep: Class 12 contains 20547 members 
Mstep: Class 13 contains 23175 members 
Mstep: Class 14 contains 156409 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 63489 members 
Mstep: Class 21 contains 106001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913080.000000 Penalty: 39672.636719
Iteration 30Q: 13 clusters Score -8.491308e+07 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 24863 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 178691 members 
Mstep: Class 12 contains 21012 members 
Mstep: Class 13 contains 23100 members 
Mstep: Class 14 contains 159952 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 61945 members 
Mstep: Class 21 contains 103432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912400.000000 Penalty: 39672.636719
Iteration 31Q: 13 clusters Score -8.49124e+07 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 25013 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 179359 members 
Mstep: Class 12 contains 21501 members 
Mstep: Class 13 contains 23098 members 
Mstep: Class 14 contains 162397 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60788 members 
Mstep: Class 21 contains 101026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911032.000000 Penalty: 39672.636719
Iteration 32Q: 13 clusters Score -8.491103e+07 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 25175 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 180416 members 
Mstep: Class 12 contains 21966 members 
Mstep: Class 13 contains 23186 members 
Mstep: Class 14 contains 163372 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60017 members 
Mstep: Class 21 contains 99183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909712.000000 Penalty: 39672.636719
Iteration 33Q: 13 clusters Score -8.490971e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 25303 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 181591 members 
Mstep: Class 12 contains 22425 members 
Mstep: Class 13 contains 23327 members 
Mstep: Class 14 contains 163250 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 59641 members 
Mstep: Class 21 contains 97807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909304.000000 Penalty: 39672.636719
Iteration 34Q: 13 clusters Score -8.49093e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 182796 members 
Mstep: Class 12 contains 22802 members 
Mstep: Class 13 contains 23482 members 
Mstep: Class 14 contains 162289 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 59535 members 
Mstep: Class 21 contains 96989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908648.000000 Penalty: 39672.636719
Iteration 35Q: 13 clusters Score -8.490865e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 25562 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 183928 members 
Mstep: Class 12 contains 23129 members 
Mstep: Class 13 contains 23587 members 
Mstep: Class 14 contains 160955 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 59607 members 
Mstep: Class 21 contains 96489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908928.000000 Penalty: 39672.636719
Iteration 36Q: 13 clusters Score -8.490893e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 25663 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 184860 members 
Mstep: Class 12 contains 23406 members 
Mstep: Class 13 contains 23678 members 
Mstep: Class 14 contains 159682 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 17 contains 1601 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 59815 members 
Mstep: Class 21 contains 96130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909384.000000 Penalty: 39672.636719
Iteration 37Q: 13 clusters Score -8.490938e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 25764 members 
Mstep: Class 3 contains 1372 members 
Mstep: Class 4 contains 185548 members 
Mstep: Class 12 contains 23650 members 
Mstep: Class 13 contains 23765 members 
Mstep: Class 14 contains 158465 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 17 contains 1602 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60030 members 
Mstep: Class 21 contains 95961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909848.000000 Penalty: 39672.636719
Iteration 38Q: 13 clusters Score -8.490985e+07 nChanged 3786
Entering ConstructFrom: 
Score: -84909848.000000 Penalty: 39672.636719
Entering ConstructFrom: 
Trying to split cluster 1 (34600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Entering Unmasked Estep 
Score: -4896238.000000 Penalty: 2591.999023
	Iteration 0F: 2 clusters Score -4896238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -4872647.000000 Penalty: 5183.998047
	Iteration 0F: 3 clusters Score -4872647 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4881161.500000 Penalty: 5183.998047
	Iteration 1F: 3 clusters Score -4881162 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -4881556.000000 Penalty: 5183.998047
	Iteration 2Q: 3 clusters Score -4881556 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -4881925.500000 Penalty: 5183.998047
	Iteration 3Q: 3 clusters Score -4881926 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4882420.500000 Penalty: 5183.998047
	Iteration 4Q: 3 clusters Score -4882420 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4883095.000000 Penalty: 5183.998047
	Iteration 5Q: 3 clusters Score -4883095 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4884010.000000 Penalty: 5183.998047
	Iteration 6Q: 3 clusters Score -4884010 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -4885319.000000 Penalty: 5183.998047
	Iteration 7F: 3 clusters Score -4885319 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -4886972.500000 Penalty: 5183.998047
	Iteration 8F: 3 clusters Score -4886972 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4888907.500000 Penalty: 5183.998047
	Iteration 9F: 3 clusters Score -4888908 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4890702.000000 Penalty: 5183.998047
	Iteration 10F: 3 clusters Score -4890702 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4892033.000000 Penalty: 5183.998047
	Iteration 11Q: 3 clusters Score -4892033 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4892863.500000 Penalty: 5183.998047
	Iteration 12Q: 3 clusters Score -4892864 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4893406.500000 Penalty: 5183.998047
	Iteration 13Q: 3 clusters Score -4893406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4893633.500000 Penalty: 5183.998047
	Iteration 14Q: 3 clusters Score -4893634 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4893761.000000 Penalty: 5183.998047
	Iteration 15Q: 3 clusters Score -4893761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4893857.500000 Penalty: 5183.998047
	Iteration 16Q: 3 clusters Score -4893858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4893900.500000 Penalty: 5183.998047
	Iteration 17Q: 3 clusters Score -4893900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4893938.000000 Penalty: 5183.998047
	Iteration 18Q: 3 clusters Score -4893938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4893958.000000 Penalty: 5183.998047
	Iteration 19Q: 3 clusters Score -4893958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4893977.500000 Penalty: 5183.998047
	Iteration 20F: 3 clusters Score -4893978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4894003.000000 Penalty: 5183.998047
	Iteration 21Q: 3 clusters Score -4894003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4894021.500000 Penalty: 5183.998047
	Iteration 22Q: 3 clusters Score -4894022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4894029.500000 Penalty: 5183.998047
	Iteration 23Q: 3 clusters Score -4894030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4894041.000000 Penalty: 5183.998047
	Iteration 24Q: 3 clusters Score -4894041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4894044.500000 Penalty: 5183.998047
	Iteration 25Q: 3 clusters Score -4894044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4894051.000000 Penalty: 5183.998047
	Iteration 26Q: 3 clusters Score -4894051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4894057.500000 Penalty: 5183.998047
	Iteration 27Q: 3 clusters Score -4894058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4894058.000000 Penalty: 5183.998047
	Iteration 28Q: 3 clusters Score -4894058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4894058.000000 Penalty: 5183.998047
	Iteration 29F: 3 clusters Score -4894058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Entering Unmasked Estep 
Score: -3517640.250000 Penalty: 2519.782715
	Iteration 0F: 2 clusters Score -3517640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3499915.750000 Penalty: 5039.565430
	Iteration 0F: 3 clusters Score -3499916 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3506120.250000 Penalty: 5039.565430
	Iteration 1F: 3 clusters Score -3506120 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3506622.250000 Penalty: 5039.565430
	Iteration 2Q: 3 clusters Score -3506622 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3507184.250000 Penalty: 5039.565430
	Iteration 3Q: 3 clusters Score -3507184 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3507740.500000 Penalty: 5039.565430
	Iteration 4Q: 3 clusters Score -3507740 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3508253.500000 Penalty: 5039.565430
	Iteration 5Q: 3 clusters Score -3508254 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3508809.750000 Penalty: 5039.565430
	Iteration 6Q: 3 clusters Score -3508810 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3509436.000000 Penalty: 5039.565430
	Iteration 7Q: 3 clusters Score -3509436 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3510224.750000 Penalty: 5039.565430
	Iteration 8Q: 3 clusters Score -3510225 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3511136.750000 Penalty: 5039.565430
	Iteration 9F: 3 clusters Score -3511137 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -3512082.000000 Penalty: 5039.565430
	Iteration 10F: 3 clusters Score -3512082 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3512877.250000 Penalty: 5039.565430
	Iteration 11F: 3 clusters Score -3512877 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3513400.000000 Penalty: 5039.565430
	Iteration 12Q: 3 clusters Score -3513400 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3513727.750000 Penalty: 5039.565430
	Iteration 13Q: 3 clusters Score -3513728 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3513930.250000 Penalty: 5039.565430
	Iteration 14Q: 3 clusters Score -3513930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3514029.250000 Penalty: 5039.565430
	Iteration 15Q: 3 clusters Score -3514029 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3514075.500000 Penalty: 5039.565430
	Iteration 16Q: 3 clusters Score -3514076 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -3514108.000000 Penalty: 5039.565430
	Iteration 17Q: 3 clusters Score -3514108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -3514134.250000 Penalty: 5039.565430
	Iteration 18Q: 3 clusters Score -3514134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3514153.750000 Penalty: 5039.565430
	Iteration 19Q: 3 clusters Score -3514154 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3514157.000000 Penalty: 5039.565430
	Iteration 20F: 3 clusters Score -3514157 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -3514148.250000 Penalty: 5039.565430
	Iteration 21Q: 3 clusters Score -3514148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -3514163.250000 Penalty: 5039.565430
	Iteration 22Q: 3 clusters Score -3514163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3514160.500000 Penalty: 5039.565430
	Iteration 23Q: 3 clusters Score -3514160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3514168.250000 Penalty: 5039.565430
	Iteration 24Q: 3 clusters Score -3514168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3514173.750000 Penalty: 5039.565430
	Iteration 25Q: 3 clusters Score -3514174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3514178.750000 Penalty: 5039.565430
	Iteration 26Q: 3 clusters Score -3514179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -3514180.000000 Penalty: 5039.565430
	Iteration 27Q: 3 clusters Score -3514180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3514187.250000 Penalty: 5039.565430
	Iteration 28Q: 3 clusters Score -3514187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3514187.750000 Penalty: 5039.565430
	Iteration 29Q: 3 clusters Score -3514188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3514188.000000 Penalty: 5039.565430
	Iteration 30Q: 3 clusters Score -3514188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3514188.000000 Penalty: 5039.565430
	Iteration 31Q: 3 clusters Score -3514188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -3514188.250000 Penalty: 5039.565430
	Iteration 32Q: 3 clusters Score -3514188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3514186.500000 Penalty: 5039.565430
	Iteration 33Q: 3 clusters Score -3514186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3514185.500000 Penalty: 5039.565430
	Iteration 34Q: 3 clusters Score -3514186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3514185.000000 Penalty: 5039.565430
	Iteration 35Q: 3 clusters Score -3514185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -3514185.500000 Penalty: 5039.565430
	Iteration 36Q: 3 clusters Score -3514186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3514188.500000 Penalty: 5039.565430
	Iteration 37Q: 3 clusters Score -3514188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3514190.250000 Penalty: 5039.565430
	Iteration 38Q: 3 clusters Score -3514190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -3514189.000000 Penalty: 5039.565430
	Iteration 39Q: 3 clusters Score -3514189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3514193.750000 Penalty: 5039.565430
	Iteration 40F: 3 clusters Score -3514194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -3514196.000000 Penalty: 5039.565430
	Iteration 41Q: 3 clusters Score -3514196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3514194.000000 Penalty: 5039.565430
	Iteration 42Q: 3 clusters Score -3514194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -3514197.250000 Penalty: 5039.565430
	Iteration 43Q: 3 clusters Score -3514197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3514200.250000 Penalty: 5039.565430
	Iteration 44Q: 3 clusters Score -3514200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3514203.250000 Penalty: 5039.565430
	Iteration 45Q: 3 clusters Score -3514203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -3514199.500000 Penalty: 5039.565430
	Iteration 46Q: 3 clusters Score -3514200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3514197.750000 Penalty: 5039.565430
	Iteration 47Q: 3 clusters Score -3514198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3514203.250000 Penalty: 5039.565430
	Iteration 48Q: 3 clusters Score -3514203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3514205.750000 Penalty: 5039.565430
	Iteration 49Q: 3 clusters Score -3514206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -3514202.000000 Penalty: 5039.565430
	Iteration 50Q: 3 clusters Score -3514202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -3514208.500000 Penalty: 5039.565430
	Iteration 51Q: 3 clusters Score -3514208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3514205.250000 Penalty: 5039.565430
	Iteration 52Q: 3 clusters Score -3514205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3514207.500000 Penalty: 5039.565430
	Iteration 53Q: 3 clusters Score -3514208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -3514212.500000 Penalty: 5039.565430
	Iteration 54Q: 3 clusters Score -3514212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3514205.750000 Penalty: 5039.565430
	Iteration 55Q: 3 clusters Score -3514206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3514207.000000 Penalty: 5039.565430
	Iteration 56Q: 3 clusters Score -3514207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3514207.500000 Penalty: 5039.565430
	Iteration 57Q: 3 clusters Score -3514208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3514213.000000 Penalty: 5039.565430
	Iteration 58Q: 3 clusters Score -3514213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3514208.500000 Penalty: 5039.565430
	Iteration 59Q: 3 clusters Score -3514208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -3514209.250000 Penalty: 5039.565430
	Iteration 60F: 3 clusters Score -3514209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3514209.250000 Penalty: 5039.565430
	Iteration 61Q: 3 clusters Score -3514209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3514212.000000 Penalty: 5039.565430
	Iteration 62Q: 3 clusters Score -3514212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3514220.250000 Penalty: 5039.565430
	Iteration 63Q: 3 clusters Score -3514220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3514217.750000 Penalty: 5039.565430
	Iteration 64Q: 3 clusters Score -3514218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3514223.250000 Penalty: 5039.565430
	Iteration 65Q: 3 clusters Score -3514223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3514220.250000 Penalty: 5039.565430
	Iteration 66Q: 3 clusters Score -3514220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3514221.000000 Penalty: 5039.565430
	Iteration 67Q: 3 clusters Score -3514221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3514220.000000 Penalty: 5039.565430
	Iteration 68Q: 3 clusters Score -3514220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -3514218.750000 Penalty: 5039.565430
	Iteration 69Q: 3 clusters Score -3514219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -3514217.500000 Penalty: 5039.565430
	Iteration 70Q: 3 clusters Score -3514218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3514215.500000 Penalty: 5039.565430
	Iteration 71Q: 3 clusters Score -3514216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3514228.000000 Penalty: 5039.565430
	Iteration 72Q: 3 clusters Score -3514228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3514225.750000 Penalty: 5039.565430
	Iteration 73Q: 3 clusters Score -3514226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3514225.500000 Penalty: 5039.565430
	Iteration 74Q: 3 clusters Score -3514226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3514223.750000 Penalty: 5039.565430
	Iteration 75Q: 3 clusters Score -3514224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3514221.750000 Penalty: 5039.565430
	Iteration 76Q: 3 clusters Score -3514222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -3514224.250000 Penalty: 5039.565430
	Iteration 77Q: 3 clusters Score -3514224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3514227.750000 Penalty: 5039.565430
	Iteration 78Q: 3 clusters Score -3514228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3514225.750000 Penalty: 5039.565430
	Iteration 79Q: 3 clusters Score -3514226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3514224.750000 Penalty: 5039.565430
	Iteration 80F: 3 clusters Score -3514225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3514230.250000 Penalty: 5039.565430
	Iteration 81Q: 3 clusters Score -3514230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3514230.250000 Penalty: 5039.565430
	Iteration 82Q: 3 clusters Score -3514230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3514231.750000 Penalty: 5039.565430
	Iteration 83Q: 3 clusters Score -3514232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3514231.750000 Penalty: 5039.565430
	Iteration 84F: 3 clusters Score -3514232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -162702.703125 Penalty: 1791.377319
	Iteration 0F: 2 clusters Score -162702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -160700.609375 Penalty: 3582.754639
	Iteration 0F: 3 clusters Score -160700.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161959.375000 Penalty: 3582.754639
	Iteration 1F: 3 clusters Score -161959.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -163083.531250 Penalty: 3582.754639
	Iteration 2F: 3 clusters Score -163083.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -163756.984375 Penalty: 3582.754639
	Iteration 3F: 3 clusters Score -163757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -164438.781250 Penalty: 3582.754639
	Iteration 4F: 3 clusters Score -164438.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -164774.437500 Penalty: 3582.754639
	Iteration 5Q: 3 clusters Score -164774.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -164882.031250 Penalty: 3582.754639
	Iteration 6Q: 3 clusters Score -164882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -164987.140625 Penalty: 3582.754639
	Iteration 7Q: 3 clusters Score -164987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -165096.484375 Penalty: 3582.754639
	Iteration 8Q: 3 clusters Score -165096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165101.625000 Penalty: 3582.754639
	Iteration 9Q: 3 clusters Score -165101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165111.140625 Penalty: 3582.754639
	Iteration 10Q: 3 clusters Score -165111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -165111.140625 Penalty: 3582.754639
	Iteration 11F: 3 clusters Score -165111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 185948 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 12 contains 23837 members 
Mstep: Class 13 contains 23838 members 
Mstep: Class 14 contains 157413 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60283 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
Score: -84910824.000000 Penalty: 42978.691406
Splitting cluster 3 changes total score from -84909848.000000 to -84910824.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (185948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185948 members 
Entering Unmasked Estep 
Score: -25872166.000000 Penalty: 3009.039307
	Iteration 0F: 2 clusters Score -2.587217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -25764300.000000 Penalty: 6018.078613
	Iteration 0F: 3 clusters Score -2.57643e+07 nChanged 89472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95914 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -25815910.000000 Penalty: 6018.078613
	Iteration 1F: 3 clusters Score -2.581591e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97611 members 
Mstep: Class 2 contains 88337 members 
Entering Unmasked Estep 
Score: -25817062.000000 Penalty: 6018.078613
	Iteration 2Q: 3 clusters Score -2.581706e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100209 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -25817930.000000 Penalty: 6018.078613
	Iteration 3Q: 3 clusters Score -2.581793e+07 nChanged 6083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104220 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -25819802.000000 Penalty: 6018.078613
	Iteration 4Q: 3 clusters Score -2.58198e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110266 members 
Mstep: Class 2 contains 75682 members 
Entering Unmasked Estep 
Score: -25822426.000000 Penalty: 6018.078613
	Iteration 5Q: 3 clusters Score -2.582243e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118908 members 
Mstep: Class 2 contains 67040 members 
Entering Unmasked Estep 
Score: -25827152.000000 Penalty: 6018.078613
	Iteration 6F: 3 clusters Score -2.582715e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130746 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -25835060.000000 Penalty: 6018.078613
	Iteration 7F: 3 clusters Score -2.583506e+07 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -25847600.000000 Penalty: 6018.078613
	Iteration 8F: 3 clusters Score -2.58476e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159857 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -25859328.000000 Penalty: 6018.078613
	Iteration 9F: 3 clusters Score -2.585933e+07 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169447 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -25865096.000000 Penalty: 6018.078613
	Iteration 10F: 3 clusters Score -2.58651e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173868 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -25868370.000000 Penalty: 6018.078613
	Iteration 11Q: 3 clusters Score -2.586837e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -25869096.000000 Penalty: 6018.078613
	Iteration 12Q: 3 clusters Score -2.58691e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -25869588.000000 Penalty: 6018.078613
	Iteration 13Q: 3 clusters Score -2.586959e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -25869656.000000 Penalty: 6018.078613
	Iteration 14Q: 3 clusters Score -2.586966e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178787 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -25869726.000000 Penalty: 6018.078613
	Iteration 15Q: 3 clusters Score -2.586973e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179378 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -25869804.000000 Penalty: 6018.078613
	Iteration 16Q: 3 clusters Score -2.58698e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179854 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -25869884.000000 Penalty: 6018.078613
	Iteration 17Q: 3 clusters Score -2.586988e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180270 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -25869858.000000 Penalty: 6018.078613
	Iteration 18Q: 3 clusters Score -2.586986e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180623 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -25869846.000000 Penalty: 6018.078613
	Iteration 19Q: 3 clusters Score -2.586985e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180919 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -25869894.000000 Penalty: 6018.078613
	Iteration 20F: 3 clusters Score -2.586989e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -25869832.000000 Penalty: 6018.078613
	Iteration 21Q: 3 clusters Score -2.586983e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181394 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -25869846.000000 Penalty: 6018.078613
	Iteration 22Q: 3 clusters Score -2.586985e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -25869802.000000 Penalty: 6018.078613
	Iteration 23Q: 3 clusters Score -2.58698e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -25869776.000000 Penalty: 6018.078613
	Iteration 24Q: 3 clusters Score -2.586978e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181908 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -25869724.000000 Penalty: 6018.078613
	Iteration 25Q: 3 clusters Score -2.586972e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -25869718.000000 Penalty: 6018.078613
	Iteration 26Q: 3 clusters Score -2.586972e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182174 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -25869682.000000 Penalty: 6018.078613
	Iteration 27Q: 3 clusters Score -2.586968e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182292 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -25869688.000000 Penalty: 6018.078613
	Iteration 28Q: 3 clusters Score -2.586969e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182393 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -25869678.000000 Penalty: 6018.078613
	Iteration 29Q: 3 clusters Score -2.586968e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182479 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -25869710.000000 Penalty: 6018.078613
	Iteration 30Q: 3 clusters Score -2.586971e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182547 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -25869658.000000 Penalty: 6018.078613
	Iteration 31Q: 3 clusters Score -2.586966e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -25869702.000000 Penalty: 6018.078613
	Iteration 32Q: 3 clusters Score -2.58697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182665 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -25869712.000000 Penalty: 6018.078613
	Iteration 33Q: 3 clusters Score -2.586971e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182717 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -25869720.000000 Penalty: 6018.078613
	Iteration 34Q: 3 clusters Score -2.586972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182772 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -25869808.000000 Penalty: 6018.078613
	Iteration 35Q: 3 clusters Score -2.586981e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182825 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -25869832.000000 Penalty: 6018.078613
	Iteration 36Q: 3 clusters Score -2.586983e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182867 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -25869800.000000 Penalty: 6018.078613
	Iteration 37Q: 3 clusters Score -2.58698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182908 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -25869836.000000 Penalty: 6018.078613
	Iteration 38Q: 3 clusters Score -2.586984e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182939 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -25869836.000000 Penalty: 6018.078613
	Iteration 39Q: 3 clusters Score -2.586984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182966 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -25869826.000000 Penalty: 6018.078613
	Iteration 40F: 3 clusters Score -2.586983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182980 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -25869788.000000 Penalty: 6018.078613
	Iteration 41Q: 3 clusters Score -2.586979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183000 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -25869790.000000 Penalty: 6018.078613
	Iteration 42Q: 3 clusters Score -2.586979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183014 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -25869758.000000 Penalty: 6018.078613
	Iteration 43Q: 3 clusters Score -2.586976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183027 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -25869792.000000 Penalty: 6018.078613
	Iteration 44Q: 3 clusters Score -2.586979e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183041 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -25869768.000000 Penalty: 6018.078613
	Iteration 45Q: 3 clusters Score -2.586977e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183053 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -25869788.000000 Penalty: 6018.078613
	Iteration 46Q: 3 clusters Score -2.586979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -25869780.000000 Penalty: 6018.078613
	Iteration 47Q: 3 clusters Score -2.586978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183081 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -25869786.000000 Penalty: 6018.078613
	Iteration 48Q: 3 clusters Score -2.586979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -25869774.000000 Penalty: 6018.078613
	Iteration 49Q: 3 clusters Score -2.586977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -25869778.000000 Penalty: 6018.078613
	Iteration 50Q: 3 clusters Score -2.586978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183109 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -25869774.000000 Penalty: 6018.078613
	Iteration 51Q: 3 clusters Score -2.586977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183120 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -25869782.000000 Penalty: 6018.078613
	Iteration 52Q: 3 clusters Score -2.586978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183127 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -25869790.000000 Penalty: 6018.078613
	Iteration 53Q: 3 clusters Score -2.586979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183132 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -25869774.000000 Penalty: 6018.078613
	Iteration 54Q: 3 clusters Score -2.586977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -25869794.000000 Penalty: 6018.078613
	Iteration 55Q: 3 clusters Score -2.586979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25869786.000000 Penalty: 6018.078613
	Iteration 56Q: 3 clusters Score -2.586979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183135 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -25869786.000000 Penalty: 6018.078613
	Iteration 57F: 3 clusters Score -2.586979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (23837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Entering Unmasked Estep 
Score: -3372345.000000 Penalty: 2499.590820
	Iteration 0F: 2 clusters Score -3372345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3355720.750000 Penalty: 4999.181641
	Iteration 0F: 3 clusters Score -3355721 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3361550.000000 Penalty: 4999.181641
	Iteration 1F: 3 clusters Score -3361550 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3361970.750000 Penalty: 4999.181641
	Iteration 2F: 3 clusters Score -3361971 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3362443.750000 Penalty: 4999.181641
	Iteration 3Q: 3 clusters Score -3362444 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3362907.250000 Penalty: 4999.181641
	Iteration 4Q: 3 clusters Score -3362907 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3363404.500000 Penalty: 4999.181641
	Iteration 5Q: 3 clusters Score -3363404 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3363979.250000 Penalty: 4999.181641
	Iteration 6Q: 3 clusters Score -3363979 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3364706.000000 Penalty: 4999.181641
	Iteration 7F: 3 clusters Score -3364706 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3365675.000000 Penalty: 4999.181641
	Iteration 8F: 3 clusters Score -3365675 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3366749.250000 Penalty: 4999.181641
	Iteration 9F: 3 clusters Score -3366749 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -3367816.250000 Penalty: 4999.181641
	Iteration 10F: 3 clusters Score -3367816 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3368675.000000 Penalty: 4999.181641
	Iteration 11Q: 3 clusters Score -3368675 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3369273.500000 Penalty: 4999.181641
	Iteration 12Q: 3 clusters Score -3369274 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3369663.500000 Penalty: 4999.181641
	Iteration 13Q: 3 clusters Score -3369664 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3369914.000000 Penalty: 4999.181641
	Iteration 14Q: 3 clusters Score -3369914 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3370055.000000 Penalty: 4999.181641
	Iteration 15Q: 3 clusters Score -3370055 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3370151.750000 Penalty: 4999.181641
	Iteration 16Q: 3 clusters Score -3370152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -3370216.500000 Penalty: 4999.181641
	Iteration 17Q: 3 clusters Score -3370216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3370264.250000 Penalty: 4999.181641
	Iteration 18Q: 3 clusters Score -3370264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -3370303.750000 Penalty: 4999.181641
	Iteration 19Q: 3 clusters Score -3370304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3370334.500000 Penalty: 4999.181641
	Iteration 20F: 3 clusters Score -3370334 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3370364.250000 Penalty: 4999.181641
	Iteration 21Q: 3 clusters Score -3370364 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3370386.250000 Penalty: 4999.181641
	Iteration 22Q: 3 clusters Score -3370386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -3370404.250000 Penalty: 4999.181641
	Iteration 23Q: 3 clusters Score -3370404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -3370414.000000 Penalty: 4999.181641
	Iteration 24Q: 3 clusters Score -3370414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3370425.000000 Penalty: 4999.181641
	Iteration 25Q: 3 clusters Score -3370425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -3370436.750000 Penalty: 4999.181641
	Iteration 26Q: 3 clusters Score -3370437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3370435.000000 Penalty: 4999.181641
	Iteration 27Q: 3 clusters Score -3370435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3370448.750000 Penalty: 4999.181641
	Iteration 28Q: 3 clusters Score -3370449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3370453.500000 Penalty: 4999.181641
	Iteration 29Q: 3 clusters Score -3370454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -3370461.750000 Penalty: 4999.181641
	Iteration 30Q: 3 clusters Score -3370462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3370456.500000 Penalty: 4999.181641
	Iteration 31Q: 3 clusters Score -3370456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3370457.250000 Penalty: 4999.181641
	Iteration 32Q: 3 clusters Score -3370457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3370464.500000 Penalty: 4999.181641
	Iteration 33Q: 3 clusters Score -3370464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3370461.500000 Penalty: 4999.181641
	Iteration 34Q: 3 clusters Score -3370462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -3370466.750000 Penalty: 4999.181641
	Iteration 35Q: 3 clusters Score -3370467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3370465.000000 Penalty: 4999.181641
	Iteration 36Q: 3 clusters Score -3370465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3370466.000000 Penalty: 4999.181641
	Iteration 37Q: 3 clusters Score -3370466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -3370465.250000 Penalty: 4999.181641
	Iteration 38Q: 3 clusters Score -3370465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3370469.000000 Penalty: 4999.181641
	Iteration 39Q: 3 clusters Score -3370469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3370476.250000 Penalty: 4999.181641
	Iteration 40F: 3 clusters Score -3370476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3370476.750000 Penalty: 4999.181641
	Iteration 41Q: 3 clusters Score -3370477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3370479.500000 Penalty: 4999.181641
	Iteration 42Q: 3 clusters Score -3370480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3370479.500000 Penalty: 4999.181641
	Iteration 43F: 3 clusters Score -3370480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Entering Unmasked Estep 
Score: -3370075.000000 Penalty: 2499.601074
	Iteration 0F: 2 clusters Score -3370075 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 11981 members 
Entering Unmasked Estep 
Score: -3353515.500000 Penalty: 4999.202148
	Iteration 0F: 3 clusters Score -3353516 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3359932.750000 Penalty: 4999.202148
	Iteration 1F: 3 clusters Score -3359933 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -3361269.250000 Penalty: 4999.202148
	Iteration 2F: 3 clusters Score -3361269 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3362906.250000 Penalty: 4999.202148
	Iteration 3F: 3 clusters Score -3362906 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -3364984.750000 Penalty: 4999.202148
	Iteration 4F: 3 clusters Score -3364985 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3366932.000000 Penalty: 4999.202148
	Iteration 5F: 3 clusters Score -3366932 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -3368501.500000 Penalty: 4999.202148
	Iteration 6F: 3 clusters Score -3368502 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3369444.000000 Penalty: 4999.202148
	Iteration 7Q: 3 clusters Score -3369444 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3369911.250000 Penalty: 4999.202148
	Iteration 8Q: 3 clusters Score -3369911 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -3370129.500000 Penalty: 4999.202148
	Iteration 9Q: 3 clusters Score -3370130 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3370234.250000 Penalty: 4999.202148
	Iteration 10Q: 3 clusters Score -3370234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3370296.500000 Penalty: 4999.202148
	Iteration 11Q: 3 clusters Score -3370296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3370343.500000 Penalty: 4999.202148
	Iteration 12Q: 3 clusters Score -3370344 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3370375.500000 Penalty: 4999.202148
	Iteration 13Q: 3 clusters Score -3370376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3370399.000000 Penalty: 4999.202148
	Iteration 14Q: 3 clusters Score -3370399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -3370427.000000 Penalty: 4999.202148
	Iteration 15Q: 3 clusters Score -3370427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3370430.500000 Penalty: 4999.202148
	Iteration 16Q: 3 clusters Score -3370430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3370444.500000 Penalty: 4999.202148
	Iteration 17Q: 3 clusters Score -3370444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -3370447.000000 Penalty: 4999.202148
	Iteration 18Q: 3 clusters Score -3370447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3370447.250000 Penalty: 4999.202148
	Iteration 19Q: 3 clusters Score -3370447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3370442.500000 Penalty: 4999.202148
	Iteration 20F: 3 clusters Score -3370442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3370443.000000 Penalty: 4999.202148
	Iteration 21Q: 3 clusters Score -3370443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3370445.500000 Penalty: 4999.202148
	Iteration 22Q: 3 clusters Score -3370446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3370445.000000 Penalty: 4999.202148
	Iteration 23Q: 3 clusters Score -3370445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -3370445.000000 Penalty: 4999.202148
	Iteration 24F: 3 clusters Score -3370445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 185948 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 22346 members 
Mstep: Class 12 contains 23837 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 157413 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60283 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
Score: -84910416.000000 Penalty: 46284.742188
Splitting cluster 13 changes total score from -84909848.000000 to -84910416.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 14 (157413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157413 members 
Entering Unmasked Estep 
Score: -21977060.000000 Penalty: 2967.723877
	Iteration 0F: 2 clusters Score -2.197706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -21880160.000000 Penalty: 5935.447754
	Iteration 0F: 3 clusters Score -2.188016e+07 nChanged 75064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -21923930.000000 Penalty: 5935.447754
	Iteration 1F: 3 clusters Score -2.192393e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77634 members 
Mstep: Class 2 contains 79779 members 
Entering Unmasked Estep 
Score: -21925208.000000 Penalty: 5935.447754
	Iteration 2Q: 3 clusters Score -2.192521e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 80346 members 
Entering Unmasked Estep 
Score: -21926646.000000 Penalty: 5935.447754
	Iteration 3Q: 3 clusters Score -2.192665e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76058 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -21928642.000000 Penalty: 5935.447754
	Iteration 4Q: 3 clusters Score -2.192864e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -21931576.000000 Penalty: 5935.447754
	Iteration 5Q: 3 clusters Score -2.193158e+07 nChanged 8051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 85273 members 
Entering Unmasked Estep 
Score: -21936018.000000 Penalty: 5935.447754
	Iteration 6F: 3 clusters Score -2.193602e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -21942714.000000 Penalty: 5935.447754
	Iteration 7F: 3 clusters Score -2.194271e+07 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -21951710.000000 Penalty: 5935.447754
	Iteration 8F: 3 clusters Score -2.195171e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 96231 members 
Entering Unmasked Estep 
Score: -21959720.000000 Penalty: 5935.447754
	Iteration 9F: 3 clusters Score -2.195972e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 99112 members 
Entering Unmasked Estep 
Score: -21963678.000000 Penalty: 5935.447754
	Iteration 10F: 3 clusters Score -2.196368e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55714 members 
Mstep: Class 2 contains 101699 members 
Entering Unmasked Estep 
Score: -21965486.000000 Penalty: 5935.447754
	Iteration 11Q: 3 clusters Score -2.196549e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 104195 members 
Entering Unmasked Estep 
Score: -21966592.000000 Penalty: 5935.447754
	Iteration 12Q: 3 clusters Score -2.196659e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -21967536.000000 Penalty: 5935.447754
	Iteration 13Q: 3 clusters Score -2.196754e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 109016 members 
Entering Unmasked Estep 
Score: -21968602.000000 Penalty: 5935.447754
	Iteration 14Q: 3 clusters Score -2.19686e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -21969338.000000 Penalty: 5935.447754
	Iteration 15Q: 3 clusters Score -2.196934e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 113737 members 
Entering Unmasked Estep 
Score: -21970128.000000 Penalty: 5935.447754
	Iteration 16Q: 3 clusters Score -2.197013e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -21970786.000000 Penalty: 5935.447754
	Iteration 17Q: 3 clusters Score -2.197079e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -21971648.000000 Penalty: 5935.447754
	Iteration 18Q: 3 clusters Score -2.197165e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 120109 members 
Entering Unmasked Estep 
Score: -21972446.000000 Penalty: 5935.447754
	Iteration 19Q: 3 clusters Score -2.197245e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 122172 members 
Entering Unmasked Estep 
Score: -21973264.000000 Penalty: 5935.447754
	Iteration 20F: 3 clusters Score -2.197326e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 124110 members 
Entering Unmasked Estep 
Score: -21973782.000000 Penalty: 5935.447754
	Iteration 21Q: 3 clusters Score -2.197378e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 125931 members 
Entering Unmasked Estep 
Score: -21974324.000000 Penalty: 5935.447754
	Iteration 22Q: 3 clusters Score -2.197432e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 127806 members 
Entering Unmasked Estep 
Score: -21974914.000000 Penalty: 5935.447754
	Iteration 23Q: 3 clusters Score -2.197491e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 129694 members 
Entering Unmasked Estep 
Score: -21975424.000000 Penalty: 5935.447754
	Iteration 24Q: 3 clusters Score -2.197542e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 131536 members 
Entering Unmasked Estep 
Score: -21975920.000000 Penalty: 5935.447754
	Iteration 25Q: 3 clusters Score -2.197592e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 133334 members 
Entering Unmasked Estep 
Score: -21976482.000000 Penalty: 5935.447754
	Iteration 26Q: 3 clusters Score -2.197648e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 135036 members 
Entering Unmasked Estep 
Score: -21976988.000000 Penalty: 5935.447754
	Iteration 27Q: 3 clusters Score -2.197699e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 136619 members 
Entering Unmasked Estep 
Score: -21977632.000000 Penalty: 5935.447754
	Iteration 28Q: 3 clusters Score -2.197763e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 138136 members 
Entering Unmasked Estep 
Score: -21978064.000000 Penalty: 5935.447754
	Iteration 29Q: 3 clusters Score -2.197806e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -21978400.000000 Penalty: 5935.447754
	Iteration 30Q: 3 clusters Score -2.19784e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -21978758.000000 Penalty: 5935.447754
	Iteration 31Q: 3 clusters Score -2.197876e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 142135 members 
Entering Unmasked Estep 
Score: -21978994.000000 Penalty: 5935.447754
	Iteration 32Q: 3 clusters Score -2.197899e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 143332 members 
Entering Unmasked Estep 
Score: -21979262.000000 Penalty: 5935.447754
	Iteration 33Q: 3 clusters Score -2.197926e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 144489 members 
Entering Unmasked Estep 
Score: -21979374.000000 Penalty: 5935.447754
	Iteration 34Q: 3 clusters Score -2.197937e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -21979380.000000 Penalty: 5935.447754
	Iteration 35Q: 3 clusters Score -2.197938e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 146772 members 
Entering Unmasked Estep 
Score: -21979316.000000 Penalty: 5935.447754
	Iteration 36Q: 3 clusters Score -2.197932e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -21979244.000000 Penalty: 5935.447754
	Iteration 37Q: 3 clusters Score -2.197924e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -21979120.000000 Penalty: 5935.447754
	Iteration 38Q: 3 clusters Score -2.197912e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 149698 members 
Entering Unmasked Estep 
Score: -21979010.000000 Penalty: 5935.447754
	Iteration 39Q: 3 clusters Score -2.197901e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 150532 members 
Entering Unmasked Estep 
Score: -21978978.000000 Penalty: 5935.447754
	Iteration 40F: 3 clusters Score -2.197898e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 151333 members 
Entering Unmasked Estep 
Score: -21978846.000000 Penalty: 5935.447754
	Iteration 41Q: 3 clusters Score -2.197885e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -21978680.000000 Penalty: 5935.447754
	Iteration 42Q: 3 clusters Score -2.197868e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 152580 members 
Entering Unmasked Estep 
Score: -21978470.000000 Penalty: 5935.447754
	Iteration 43Q: 3 clusters Score -2.197847e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 153027 members 
Entering Unmasked Estep 
Score: -21978316.000000 Penalty: 5935.447754
	Iteration 44Q: 3 clusters Score -2.197832e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 153373 members 
Entering Unmasked Estep 
Score: -21978218.000000 Penalty: 5935.447754
	Iteration 45Q: 3 clusters Score -2.197822e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 153653 members 
Entering Unmasked Estep 
Score: -21978224.000000 Penalty: 5935.447754
	Iteration 46Q: 3 clusters Score -2.197822e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -21978126.000000 Penalty: 5935.447754
	Iteration 47Q: 3 clusters Score -2.197813e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 154026 members 
Entering Unmasked Estep 
Score: -21978154.000000 Penalty: 5935.447754
	Iteration 48Q: 3 clusters Score -2.197815e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -21978120.000000 Penalty: 5935.447754
	Iteration 49Q: 3 clusters Score -2.197812e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -21978180.000000 Penalty: 5935.447754
	Iteration 50Q: 3 clusters Score -2.197818e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -21978222.000000 Penalty: 5935.447754
	Iteration 51Q: 3 clusters Score -2.197822e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 154224 members 
Entering Unmasked Estep 
Score: -21978258.000000 Penalty: 5935.447754
	Iteration 52Q: 3 clusters Score -2.197826e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 154210 members 
Entering Unmasked Estep 
Score: -21978300.000000 Penalty: 5935.447754
	Iteration 53Q: 3 clusters Score -2.19783e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 154204 members 
Entering Unmasked Estep 
Score: -21978310.000000 Penalty: 5935.447754
	Iteration 54Q: 3 clusters Score -2.197831e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 154184 members 
Entering Unmasked Estep 
Score: -21978326.000000 Penalty: 5935.447754
	Iteration 55Q: 3 clusters Score -2.197833e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 154162 members 
Entering Unmasked Estep 
Score: -21978348.000000 Penalty: 5935.447754
	Iteration 56Q: 3 clusters Score -2.197835e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 154125 members 
Entering Unmasked Estep 
Score: -21978344.000000 Penalty: 5935.447754
	Iteration 57Q: 3 clusters Score -2.197834e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -21978438.000000 Penalty: 5935.447754
	Iteration 58Q: 3 clusters Score -2.197844e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -21978458.000000 Penalty: 5935.447754
	Iteration 59Q: 3 clusters Score -2.197846e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -21978496.000000 Penalty: 5935.447754
	Iteration 60F: 3 clusters Score -2.19785e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 153945 members 
Entering Unmasked Estep 
Score: -21978536.000000 Penalty: 5935.447754
	Iteration 61Q: 3 clusters Score -2.197854e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 153871 members 
Entering Unmasked Estep 
Score: -21978632.000000 Penalty: 5935.447754
	Iteration 62Q: 3 clusters Score -2.197863e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 153803 members 
Entering Unmasked Estep 
Score: -21978668.000000 Penalty: 5935.447754
	Iteration 63Q: 3 clusters Score -2.197867e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -21978700.000000 Penalty: 5935.447754
	Iteration 64Q: 3 clusters Score -2.19787e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 153683 members 
Entering Unmasked Estep 
Score: -21978748.000000 Penalty: 5935.447754
	Iteration 65Q: 3 clusters Score -2.197875e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 153610 members 
Entering Unmasked Estep 
Score: -21978820.000000 Penalty: 5935.447754
	Iteration 66Q: 3 clusters Score -2.197882e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -21978898.000000 Penalty: 5935.447754
	Iteration 67Q: 3 clusters Score -2.19789e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -21978950.000000 Penalty: 5935.447754
	Iteration 68Q: 3 clusters Score -2.197895e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 153372 members 
Entering Unmasked Estep 
Score: -21979058.000000 Penalty: 5935.447754
	Iteration 69Q: 3 clusters Score -2.197906e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -21979084.000000 Penalty: 5935.447754
	Iteration 70Q: 3 clusters Score -2.197908e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -21979128.000000 Penalty: 5935.447754
	Iteration 71Q: 3 clusters Score -2.197913e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 153102 members 
Entering Unmasked Estep 
Score: -21979210.000000 Penalty: 5935.447754
	Iteration 72Q: 3 clusters Score -2.197921e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 152987 members 
Entering Unmasked Estep 
Score: -21979276.000000 Penalty: 5935.447754
	Iteration 73Q: 3 clusters Score -2.197928e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 152877 members 
Entering Unmasked Estep 
Score: -21979304.000000 Penalty: 5935.447754
	Iteration 74Q: 3 clusters Score -2.19793e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 152776 members 
Entering Unmasked Estep 
Score: -21979370.000000 Penalty: 5935.447754
	Iteration 75Q: 3 clusters Score -2.197937e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 152687 members 
Entering Unmasked Estep 
Score: -21979428.000000 Penalty: 5935.447754
	Iteration 76Q: 3 clusters Score -2.197943e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 152607 members 
Entering Unmasked Estep 
Score: -21979468.000000 Penalty: 5935.447754
	Iteration 77Q: 3 clusters Score -2.197947e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 152525 members 
Entering Unmasked Estep 
Score: -21979498.000000 Penalty: 5935.447754
	Iteration 78Q: 3 clusters Score -2.19795e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -21979514.000000 Penalty: 5935.447754
	Iteration 79Q: 3 clusters Score -2.197951e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 152401 members 
Entering Unmasked Estep 
Score: -21979578.000000 Penalty: 5935.447754
	Iteration 80F: 3 clusters Score -2.197958e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 152324 members 
Entering Unmasked Estep 
Score: -21979602.000000 Penalty: 5935.447754
	Iteration 81Q: 3 clusters Score -2.19796e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 152253 members 
Entering Unmasked Estep 
Score: -21979624.000000 Penalty: 5935.447754
	Iteration 82Q: 3 clusters Score -2.197962e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -21979686.000000 Penalty: 5935.447754
	Iteration 83Q: 3 clusters Score -2.197969e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 152133 members 
Entering Unmasked Estep 
Score: -21979722.000000 Penalty: 5935.447754
	Iteration 84Q: 3 clusters Score -2.197972e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 152090 members 
Entering Unmasked Estep 
Score: -21979768.000000 Penalty: 5935.447754
	Iteration 85Q: 3 clusters Score -2.197977e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 152053 members 
Entering Unmasked Estep 
Score: -21979802.000000 Penalty: 5935.447754
	Iteration 86Q: 3 clusters Score -2.19798e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 152018 members 
Entering Unmasked Estep 
Score: -21979838.000000 Penalty: 5935.447754
	Iteration 87Q: 3 clusters Score -2.197984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -21979868.000000 Penalty: 5935.447754
	Iteration 88Q: 3 clusters Score -2.197987e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -21979952.000000 Penalty: 5935.447754
	Iteration 89Q: 3 clusters Score -2.197995e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 151877 members 
Entering Unmasked Estep 
Score: -21979956.000000 Penalty: 5935.447754
	Iteration 90Q: 3 clusters Score -2.197996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 151822 members 
Entering Unmasked Estep 
Score: -21979984.000000 Penalty: 5935.447754
	Iteration 91Q: 3 clusters Score -2.197998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 151776 members 
Entering Unmasked Estep 
Score: -21980016.000000 Penalty: 5935.447754
	Iteration 92Q: 3 clusters Score -2.198002e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -21980042.000000 Penalty: 5935.447754
	Iteration 93Q: 3 clusters Score -2.198004e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 151709 members 
Entering Unmasked Estep 
Score: -21980052.000000 Penalty: 5935.447754
	Iteration 94Q: 3 clusters Score -2.198005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 151668 members 
Entering Unmasked Estep 
Score: -21980060.000000 Penalty: 5935.447754
	Iteration 95Q: 3 clusters Score -2.198006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 151622 members 
Entering Unmasked Estep 
Score: -21980104.000000 Penalty: 5935.447754
	Iteration 96Q: 3 clusters Score -2.19801e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -21980142.000000 Penalty: 5935.447754
	Iteration 97Q: 3 clusters Score -2.198014e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 151489 members 
Entering Unmasked Estep 
Score: -21980190.000000 Penalty: 5935.447754
	Iteration 98Q: 3 clusters Score -2.198019e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 151430 members 
Entering Unmasked Estep 
Score: -21980222.000000 Penalty: 5935.447754
	Iteration 99Q: 3 clusters Score -2.198022e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 151382 members 
Entering Unmasked Estep 
Score: -21980274.000000 Penalty: 5935.447754
	Iteration 100F: 3 clusters Score -2.198027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -21980298.000000 Penalty: 5935.447754
	Iteration 101Q: 3 clusters Score -2.19803e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -21980294.000000 Penalty: 5935.447754
	Iteration 102Q: 3 clusters Score -2.198029e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -21980378.000000 Penalty: 5935.447754
	Iteration 103Q: 3 clusters Score -2.198038e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 151179 members 
Entering Unmasked Estep 
Score: -21980418.000000 Penalty: 5935.447754
	Iteration 104Q: 3 clusters Score -2.198042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 151139 members 
Entering Unmasked Estep 
Score: -21980412.000000 Penalty: 5935.447754
	Iteration 105Q: 3 clusters Score -2.198041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -21980438.000000 Penalty: 5935.447754
	Iteration 106Q: 3 clusters Score -2.198044e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 151075 members 
Entering Unmasked Estep 
Score: -21980432.000000 Penalty: 5935.447754
	Iteration 107Q: 3 clusters Score -2.198043e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 151048 members 
Entering Unmasked Estep 
Score: -21980466.000000 Penalty: 5935.447754
	Iteration 108Q: 3 clusters Score -2.198047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 151023 members 
Entering Unmasked Estep 
Score: -21980480.000000 Penalty: 5935.447754
	Iteration 109Q: 3 clusters Score -2.198048e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 151001 members 
Entering Unmasked Estep 
Score: -21980502.000000 Penalty: 5935.447754
	Iteration 110Q: 3 clusters Score -2.19805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -21980486.000000 Penalty: 5935.447754
	Iteration 111Q: 3 clusters Score -2.198049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 150978 members 
Entering Unmasked Estep 
Score: -21980510.000000 Penalty: 5935.447754
	Iteration 112Q: 3 clusters Score -2.198051e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 150968 members 
Entering Unmasked Estep 
Score: -21980500.000000 Penalty: 5935.447754
	Iteration 113Q: 3 clusters Score -2.19805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 150961 members 
Entering Unmasked Estep 
Score: -21980522.000000 Penalty: 5935.447754
	Iteration 114Q: 3 clusters Score -2.198052e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -21980534.000000 Penalty: 5935.447754
	Iteration 115Q: 3 clusters Score -2.198053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -21980548.000000 Penalty: 5935.447754
	Iteration 116Q: 3 clusters Score -2.198055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -21980546.000000 Penalty: 5935.447754
	Iteration 117Q: 3 clusters Score -2.198055e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -21980552.000000 Penalty: 5935.447754
	Iteration 118Q: 3 clusters Score -2.198055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 150895 members 
Entering Unmasked Estep 
Score: -21980606.000000 Penalty: 5935.447754
	Iteration 119Q: 3 clusters Score -2.198061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 150873 members 
Entering Unmasked Estep 
Score: -21980566.000000 Penalty: 5935.447754
	Iteration 120F: 3 clusters Score -2.198057e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -21980546.000000 Penalty: 5935.447754
	Iteration 121Q: 3 clusters Score -2.198055e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 150810 members 
Entering Unmasked Estep 
Score: -21980558.000000 Penalty: 5935.447754
	Iteration 122Q: 3 clusters Score -2.198056e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -21980592.000000 Penalty: 5935.447754
	Iteration 123Q: 3 clusters Score -2.198059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 150747 members 
Entering Unmasked Estep 
Score: -21980582.000000 Penalty: 5935.447754
	Iteration 124Q: 3 clusters Score -2.198058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -21980584.000000 Penalty: 5935.447754
	Iteration 125Q: 3 clusters Score -2.198058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -21980582.000000 Penalty: 5935.447754
	Iteration 126Q: 3 clusters Score -2.198058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 150688 members 
Entering Unmasked Estep 
Score: -21980586.000000 Penalty: 5935.447754
	Iteration 127Q: 3 clusters Score -2.198059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 150673 members 
Entering Unmasked Estep 
Score: -21980582.000000 Penalty: 5935.447754
	Iteration 128Q: 3 clusters Score -2.198058e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -21980590.000000 Penalty: 5935.447754
	Iteration 129Q: 3 clusters Score -2.198059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 150646 members 
Entering Unmasked Estep 
Score: -21980596.000000 Penalty: 5935.447754
	Iteration 130Q: 3 clusters Score -2.19806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 150633 members 
Entering Unmasked Estep 
Score: -21980642.000000 Penalty: 5935.447754
	Iteration 131Q: 3 clusters Score -2.198064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 150618 members 
Entering Unmasked Estep 
Score: -21980632.000000 Penalty: 5935.447754
	Iteration 132Q: 3 clusters Score -2.198063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 150608 members 
Entering Unmasked Estep 
Score: -21980648.000000 Penalty: 5935.447754
	Iteration 133Q: 3 clusters Score -2.198065e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 150595 members 
Entering Unmasked Estep 
Score: -21980664.000000 Penalty: 5935.447754
	Iteration 134Q: 3 clusters Score -2.198066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 150579 members 
Entering Unmasked Estep 
Score: -21980660.000000 Penalty: 5935.447754
	Iteration 135Q: 3 clusters Score -2.198066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 150559 members 
Entering Unmasked Estep 
Score: -21980676.000000 Penalty: 5935.447754
	Iteration 136Q: 3 clusters Score -2.198068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 150544 members 
Entering Unmasked Estep 
Score: -21980680.000000 Penalty: 5935.447754
	Iteration 137Q: 3 clusters Score -2.198068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 150536 members 
Entering Unmasked Estep 
Score: -21980658.000000 Penalty: 5935.447754
	Iteration 138Q: 3 clusters Score -2.198066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 150532 members 
Entering Unmasked Estep 
Score: -21980670.000000 Penalty: 5935.447754
	Iteration 139Q: 3 clusters Score -2.198067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 150525 members 
Entering Unmasked Estep 
Score: -21980662.000000 Penalty: 5935.447754
	Iteration 140F: 3 clusters Score -2.198066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 150519 members 
Entering Unmasked Estep 
Score: -21980684.000000 Penalty: 5935.447754
	Iteration 141Q: 3 clusters Score -2.198068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 150515 members 
Entering Unmasked Estep 
Score: -21980684.000000 Penalty: 5935.447754
	Iteration 142Q: 3 clusters Score -2.198068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 150510 members 
Entering Unmasked Estep 
Score: -21980690.000000 Penalty: 5935.447754
	Iteration 143Q: 3 clusters Score -2.198069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 150502 members 
Entering Unmasked Estep 
Score: -21980714.000000 Penalty: 5935.447754
	Iteration 144Q: 3 clusters Score -2.198071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -21980714.000000 Penalty: 5935.447754
	Iteration 145Q: 3 clusters Score -2.198071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 150485 members 
Entering Unmasked Estep 
Score: -21980714.000000 Penalty: 5935.447754
	Iteration 146Q: 3 clusters Score -2.198071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 150475 members 
Entering Unmasked Estep 
Score: -21980716.000000 Penalty: 5935.447754
	Iteration 147Q: 3 clusters Score -2.198072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 150468 members 
Entering Unmasked Estep 
Score: -21980728.000000 Penalty: 5935.447754
	Iteration 148Q: 3 clusters Score -2.198073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 150463 members 
Entering Unmasked Estep 
Score: -21980746.000000 Penalty: 5935.447754
	Iteration 149Q: 3 clusters Score -2.198075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -21980738.000000 Penalty: 5935.447754
	Iteration 150Q: 3 clusters Score -2.198074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 150456 members 
Entering Unmasked Estep 
Score: -21980726.000000 Penalty: 5935.447754
	Iteration 151Q: 3 clusters Score -2.198073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 150452 members 
Entering Unmasked Estep 
Score: -21980728.000000 Penalty: 5935.447754
	Iteration 152Q: 3 clusters Score -2.198073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -21980728.000000 Penalty: 5935.447754
	Iteration 153Q: 3 clusters Score -2.198073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -21980732.000000 Penalty: 5935.447754
	Iteration 154Q: 3 clusters Score -2.198073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -21980724.000000 Penalty: 5935.447754
	Iteration 155Q: 3 clusters Score -2.198072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 150449 members 
Entering Unmasked Estep 
Score: -21980724.000000 Penalty: 5935.447754
	Iteration 156F: 3 clusters Score -2.198072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 185948 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 22346 members 
Mstep: Class 7 contains 150449 members 
Mstep: Class 12 contains 23837 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 60283 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
Score: -84913472.000000 Penalty: 49590.796875
Splitting cluster 14 changes total score from -84909848.000000 to -84913472.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 15 (3842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Entering Unmasked Estep 
Score: -529504.687500 Penalty: 2046.929443
	Iteration 0F: 2 clusters Score -529504.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -525695.250000 Penalty: 4093.858887
	Iteration 0F: 3 clusters Score -525695.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -526517.937500 Penalty: 4093.858887
	Iteration 1F: 3 clusters Score -526517.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -526689.937500 Penalty: 4093.858887
	Iteration 2F: 3 clusters Score -526689.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -526784.312500 Penalty: 4093.858887
	Iteration 3Q: 3 clusters Score -526784.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -526842.625000 Penalty: 4093.858887
	Iteration 4Q: 3 clusters Score -526842.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -526885.375000 Penalty: 4093.858887
	Iteration 5Q: 3 clusters Score -526885.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -526914.875000 Penalty: 4093.858887
	Iteration 6Q: 3 clusters Score -526914.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -526940.937500 Penalty: 4093.858887
	Iteration 7Q: 3 clusters Score -526940.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -526961.125000 Penalty: 4093.858887
	Iteration 8Q: 3 clusters Score -526961.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -526977.687500 Penalty: 4093.858887
	Iteration 9Q: 3 clusters Score -526977.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -526992.562500 Penalty: 4093.858887
	Iteration 10Q: 3 clusters Score -526992.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -527004.812500 Penalty: 4093.858887
	Iteration 11Q: 3 clusters Score -527004.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -527016.000000 Penalty: 4093.858887
	Iteration 12Q: 3 clusters Score -527016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -527025.750000 Penalty: 4093.858887
	Iteration 13Q: 3 clusters Score -527025.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -527034.250000 Penalty: 4093.858887
	Iteration 14Q: 3 clusters Score -527034.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -527038.562500 Penalty: 4093.858887
	Iteration 15Q: 3 clusters Score -527038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -527040.062500 Penalty: 4093.858887
	Iteration 16Q: 3 clusters Score -527040.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -527041.625000 Penalty: 4093.858887
	Iteration 17Q: 3 clusters Score -527041.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -527045.562500 Penalty: 4093.858887
	Iteration 18Q: 3 clusters Score -527045.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -527051.000000 Penalty: 4093.858887
	Iteration 19Q: 3 clusters Score -527051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -527056.187500 Penalty: 4093.858887
	Iteration 20F: 3 clusters Score -527056.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -527060.875000 Penalty: 4093.858887
	Iteration 21Q: 3 clusters Score -527060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -527064.750000 Penalty: 4093.858887
	Iteration 22Q: 3 clusters Score -527064.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -527068.125000 Penalty: 4093.858887
	Iteration 23Q: 3 clusters Score -527068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -527070.750000 Penalty: 4093.858887
	Iteration 24Q: 3 clusters Score -527070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -527073.500000 Penalty: 4093.858887
	Iteration 25Q: 3 clusters Score -527073.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -527074.437500 Penalty: 4093.858887
	Iteration 26Q: 3 clusters Score -527074.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -527075.812500 Penalty: 4093.858887
	Iteration 27Q: 3 clusters Score -527075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -527076.062500 Penalty: 4093.858887
	Iteration 28Q: 3 clusters Score -527076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -527076.875000 Penalty: 4093.858887
	Iteration 29Q: 3 clusters Score -527076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -527077.125000 Penalty: 4093.858887
	Iteration 30Q: 3 clusters Score -527077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -527077.750000 Penalty: 4093.858887
	Iteration 31Q: 3 clusters Score -527077.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -527077.750000 Penalty: 4093.858887
	Iteration 32F: 3 clusters Score -527077.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Entering Unmasked Estep 
Score: -211309.593750 Penalty: 1829.374023
	Iteration 0F: 2 clusters Score -211309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -208986.359375 Penalty: 3658.748047
	Iteration 0F: 3 clusters Score -208986.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -209434.140625 Penalty: 3658.748047
	Iteration 1F: 3 clusters Score -209434.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209591.359375 Penalty: 3658.748047
	Iteration 2F: 3 clusters Score -209591.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209736.218750 Penalty: 3658.748047
	Iteration 3Q: 3 clusters Score -209736.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209885.203125 Penalty: 3658.748047
	Iteration 4Q: 3 clusters Score -209885.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -210034.734375 Penalty: 3658.748047
	Iteration 5F: 3 clusters Score -210034.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -210220.484375 Penalty: 3658.748047
	Iteration 6F: 3 clusters Score -210220.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210357.062500 Penalty: 3658.748047
	Iteration 7Q: 3 clusters Score -210357.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -210482.250000 Penalty: 3658.748047
	Iteration 8Q: 3 clusters Score -210482.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -210588.437500 Penalty: 3658.748047
	Iteration 9Q: 3 clusters Score -210588.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -210717.875000 Penalty: 3658.748047
	Iteration 10Q: 3 clusters Score -210717.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -210833.765625 Penalty: 3658.748047
	Iteration 11Q: 3 clusters Score -210833.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -210884.687500 Penalty: 3658.748047
	Iteration 12Q: 3 clusters Score -210884.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -210941.140625 Penalty: 3658.748047
	Iteration 13Q: 3 clusters Score -210941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -210976.906250 Penalty: 3658.748047
	Iteration 14Q: 3 clusters Score -210976.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -211006.343750 Penalty: 3658.748047
	Iteration 15Q: 3 clusters Score -211006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -211035.265625 Penalty: 3658.748047
	Iteration 16Q: 3 clusters Score -211035.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -211052.406250 Penalty: 3658.748047
	Iteration 17Q: 3 clusters Score -211052.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -211062.093750 Penalty: 3658.748047
	Iteration 18Q: 3 clusters Score -211062.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211086.312500 Penalty: 3658.748047
	Iteration 19Q: 3 clusters Score -211086.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -211136.484375 Penalty: 3658.748047
	Iteration 20F: 3 clusters Score -211136.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -211186.328125 Penalty: 3658.748047
	Iteration 21Q: 3 clusters Score -211186.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -211212.515625 Penalty: 3658.748047
	Iteration 22Q: 3 clusters Score -211212.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -211240.859375 Penalty: 3658.748047
	Iteration 23Q: 3 clusters Score -211240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -211254.203125 Penalty: 3658.748047
	Iteration 24Q: 3 clusters Score -211254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -211255.296875 Penalty: 3658.748047
	Iteration 25Q: 3 clusters Score -211255.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -211255.296875 Penalty: 3658.748047
	Iteration 26F: 3 clusters Score -211255.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -162326.281250 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -162326.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160267.062500 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -160267.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161160.328125 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -161160.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -161606.406250 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -161606.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -162066.015625 Penalty: 3580.942627
	Iteration 3F: 3 clusters Score -162066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -162404.656250 Penalty: 3580.942627
	Iteration 4F: 3 clusters Score -162404.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -162734.562500 Penalty: 3580.942627
	Iteration 5F: 3 clusters Score -162734.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -162920.484375 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -162920.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -163290.343750 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -163290.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -163634.875000 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -163634.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -163895.546875 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -163895.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -164148.296875 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -164148.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -164262.000000 Penalty: 3580.942627
	Iteration 11Q: 3 clusters Score -164262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -164314.968750 Penalty: 3580.942627
	Iteration 12Q: 3 clusters Score -164315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -164341.218750 Penalty: 3580.942627
	Iteration 13Q: 3 clusters Score -164341.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -164368.296875 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -164368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164378.921875 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -164378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -164379.843750 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -164379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -164380.437500 Penalty: 3580.942627
	Iteration 17F: 3 clusters Score -164380.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164394.484375 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -164394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -164394.484375 Penalty: 3580.942627
	Iteration 19F: 3 clusters Score -164394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 185948 members 
Mstep: Class 5 contains 1143 members 
Mstep: Class 6 contains 22346 members 
Mstep: Class 7 contains 150449 members 
Mstep: Class 8 contains 331 members 
Mstep: Class 12 contains 23837 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60283 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
Score: -84914080.000000 Penalty: 52896.847656
Splitting cluster 18 changes total score from -84909848.000000 to -84914080.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 19 (60283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Entering Unmasked Estep 
Score: -8491796.000000 Penalty: 2729.687744
	Iteration 0F: 2 clusters Score -8491796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8451514.000000 Penalty: 5459.375488
	Iteration 0F: 3 clusters Score -8451514 nChanged 27803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -8466764.000000 Penalty: 5459.375488
	Iteration 1F: 3 clusters Score -8466764 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -8467389.000000 Penalty: 5459.375488
	Iteration 2Q: 3 clusters Score -8467389 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -8468034.000000 Penalty: 5459.375488
	Iteration 3Q: 3 clusters Score -8468034 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -8468945.000000 Penalty: 5459.375488
	Iteration 4Q: 3 clusters Score -8468945 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8470199.000000 Penalty: 5459.375488
	Iteration 5Q: 3 clusters Score -8470199 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -8472155.000000 Penalty: 5459.375488
	Iteration 6F: 3 clusters Score -8472155 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8475224.000000 Penalty: 5459.375488
	Iteration 7F: 3 clusters Score -8475224 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8479258.000000 Penalty: 5459.375488
	Iteration 8F: 3 clusters Score -8479258 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8483403.000000 Penalty: 5459.375488
	Iteration 9F: 3 clusters Score -8483403 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8486691.000000 Penalty: 5459.375488
	Iteration 10F: 3 clusters Score -8486691 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8488381.000000 Penalty: 5459.375488
	Iteration 11Q: 3 clusters Score -8488381 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8489002.000000 Penalty: 5459.375488
	Iteration 12Q: 3 clusters Score -8489002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8489260.000000 Penalty: 5459.375488
	Iteration 13Q: 3 clusters Score -8489260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59788 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8489402.000000 Penalty: 5459.375488
	Iteration 14Q: 3 clusters Score -8489402 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8489502.000000 Penalty: 5459.375488
	Iteration 15Q: 3 clusters Score -8489502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8489555.000000 Penalty: 5459.375488
	Iteration 16Q: 3 clusters Score -8489555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8489568.000000 Penalty: 5459.375488
	Iteration 17Q: 3 clusters Score -8489568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8489584.000000 Penalty: 5459.375488
	Iteration 18Q: 3 clusters Score -8489584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8489606.000000 Penalty: 5459.375488
	Iteration 19Q: 3 clusters Score -8489606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8489631.000000 Penalty: 5459.375488
	Iteration 20F: 3 clusters Score -8489631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8489636.000000 Penalty: 5459.375488
	Iteration 21Q: 3 clusters Score -8489636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8489640.000000 Penalty: 5459.375488
	Iteration 22Q: 3 clusters Score -8489640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8489641.000000 Penalty: 5459.375488
	Iteration 23Q: 3 clusters Score -8489641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8489638.000000 Penalty: 5459.375488
	Iteration 24Q: 3 clusters Score -8489638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8489639.000000 Penalty: 5459.375488
	Iteration 25Q: 3 clusters Score -8489639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8489639.000000 Penalty: 5459.375488
	Iteration 26F: 3 clusters Score -8489639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (95948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95948 members 
Entering Unmasked Estep 
Score: -13489739.000000 Penalty: 2844.947266
	Iteration 0F: 2 clusters Score -1.348974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -13425560.000000 Penalty: 5689.894531
	Iteration 0F: 3 clusters Score -1.342556e+07 nChanged 45454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -13451369.000000 Penalty: 5689.894531
	Iteration 1F: 3 clusters Score -1.345137e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -13451867.000000 Penalty: 5689.894531
	Iteration 2Q: 3 clusters Score -1.345187e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -13452514.000000 Penalty: 5689.894531
	Iteration 3Q: 3 clusters Score -1.345251e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -13453290.000000 Penalty: 5689.894531
	Iteration 4Q: 3 clusters Score -1.345329e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -13454679.000000 Penalty: 5689.894531
	Iteration 5Q: 3 clusters Score -1.345468e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -13457009.000000 Penalty: 5689.894531
	Iteration 6F: 3 clusters Score -1.345701e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -13461552.000000 Penalty: 5689.894531
	Iteration 7F: 3 clusters Score -1.346155e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -13468870.000000 Penalty: 5689.894531
	Iteration 8F: 3 clusters Score -1.346887e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85749 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -13477360.000000 Penalty: 5689.894531
	Iteration 9F: 3 clusters Score -1.347736e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -13483512.000000 Penalty: 5689.894531
	Iteration 10F: 3 clusters Score -1.348351e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94529 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13486002.000000 Penalty: 5689.894531
	Iteration 11Q: 3 clusters Score -1.3486e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -13486760.000000 Penalty: 5689.894531
	Iteration 12Q: 3 clusters Score -1.348676e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95552 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13487014.000000 Penalty: 5689.894531
	Iteration 13Q: 3 clusters Score -1.348701e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13487142.000000 Penalty: 5689.894531
	Iteration 14Q: 3 clusters Score -1.348714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95647 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -13487185.000000 Penalty: 5689.894531
	Iteration 15Q: 3 clusters Score -1.348718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13487255.000000 Penalty: 5689.894531
	Iteration 16Q: 3 clusters Score -1.348726e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13487268.000000 Penalty: 5689.894531
	Iteration 17Q: 3 clusters Score -1.348727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13487267.000000 Penalty: 5689.894531
	Iteration 18Q: 3 clusters Score -1.348727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13487268.000000 Penalty: 5689.894531
	Iteration 19Q: 3 clusters Score -1.348727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -13487275.000000 Penalty: 5689.894531
	Iteration 20F: 3 clusters Score -1.348728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13487282.000000 Penalty: 5689.894531
	Iteration 21Q: 3 clusters Score -1.348728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -13487300.000000 Penalty: 5689.894531
	Iteration 22Q: 3 clusters Score -1.34873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13487308.000000 Penalty: 5689.894531
	Iteration 23Q: 3 clusters Score -1.348731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95659 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -13487305.000000 Penalty: 5689.894531
	Iteration 24Q: 3 clusters Score -1.34873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -13487321.000000 Penalty: 5689.894531
	Iteration 25Q: 3 clusters Score -1.348732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95665 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -13487321.000000 Penalty: 5689.894531
	Iteration 26Q: 3 clusters Score -1.348732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13487328.000000 Penalty: 5689.894531
	Iteration 27Q: 3 clusters Score -1.348733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95670 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -13487333.000000 Penalty: 5689.894531
	Iteration 28Q: 3 clusters Score -1.348733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13487338.000000 Penalty: 5689.894531
	Iteration 29Q: 3 clusters Score -1.348734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95671 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -13487338.000000 Penalty: 5689.894531
	Iteration 30F: 3 clusters Score -1.348734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 228 members 
Mstep: Class 4 contains 185948 members 
Mstep: Class 12 contains 23837 members 
Mstep: Class 13 contains 1492 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 15 contains 3842 members 
Mstep: Class 17 contains 1598 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60283 members 
Mstep: Class 21 contains 95948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84915520.000000 Penalty: 52896.847656
Iteration 39Q: 17 clusters Score -8.491552e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 25880 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 185223 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 22192 members 
Mstep: Class 7 contains 150583 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23858 members 
Mstep: Class 13 contains 1589 members 
Mstep: Class 14 contains 7215 members 
Mstep: Class 15 contains 3852 members 
Mstep: Class 17 contains 1579 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60419 members 
Mstep: Class 21 contains 96081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917312.000000 Penalty: 52896.847656
Iteration 40F: 17 clusters Score -8.491731e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 25839 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 183460 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 22526 members 
Mstep: Class 7 contains 152369 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 12 contains 23850 members 
Mstep: Class 13 contains 1686 members 
Mstep: Class 14 contains 7463 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 60229 members 
Mstep: Class 21 contains 95768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918440.000000 Penalty: 52896.847656
Iteration 41Q: 17 clusters Score -8.491844e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 25809 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 182235 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 22802 members 
Mstep: Class 7 contains 153560 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 12 contains 23887 members 
Mstep: Class 13 contains 1798 members 
Mstep: Class 14 contains 7768 members 
Mstep: Class 15 contains 3892 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 1036 members 
Mstep: Class 19 contains 59981 members 
Mstep: Class 21 contains 95513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918832.000000 Penalty: 52896.847656
Iteration 42Q: 17 clusters Score -8.491883e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 25753 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 181378 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23019 members 
Mstep: Class 7 contains 154441 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23897 members 
Mstep: Class 13 contains 1877 members 
Mstep: Class 14 contains 8096 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59771 members 
Mstep: Class 21 contains 95256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920136.000000 Penalty: 52896.847656
Iteration 43Q: 17 clusters Score -8.492014e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 25720 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 180761 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 155065 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23921 members 
Mstep: Class 13 contains 1931 members 
Mstep: Class 14 contains 8497 members 
Mstep: Class 15 contains 3894 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59572 members 
Mstep: Class 21 contains 94991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920680.000000 Penalty: 52896.847656
Iteration 44Q: 17 clusters Score -8.492068e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 25686 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 180275 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23332 members 
Mstep: Class 7 contains 155624 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23920 members 
Mstep: Class 13 contains 1976 members 
Mstep: Class 14 contains 8925 members 
Mstep: Class 15 contains 3897 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59439 members 
Mstep: Class 21 contains 94632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921040.000000 Penalty: 52896.847656
Iteration 45Q: 17 clusters Score -8.492104e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 25654 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 179847 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 156127 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23931 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59341 members 
Mstep: Class 21 contains 94224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920824.000000 Penalty: 52896.847656
Iteration 46Q: 17 clusters Score -8.492082e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 25647 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 179498 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23524 members 
Mstep: Class 7 contains 156540 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 2023 members 
Mstep: Class 14 contains 9872 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59284 members 
Mstep: Class 21 contains 93802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920968.000000 Penalty: 52896.847656
Iteration 47Q: 17 clusters Score -8.492097e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 25642 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 179130 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23620 members 
Mstep: Class 7 contains 156887 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23944 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 10347 members 
Mstep: Class 15 contains 3901 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59247 members 
Mstep: Class 21 contains 93439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921272.000000 Penalty: 52896.847656
Iteration 48Q: 17 clusters Score -8.492127e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 25615 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 178919 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23711 members 
Mstep: Class 7 contains 157154 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23927 members 
Mstep: Class 13 contains 2034 members 
Mstep: Class 14 contains 10796 members 
Mstep: Class 15 contains 3898 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59204 members 
Mstep: Class 21 contains 93059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921256.000000 Penalty: 52896.847656
Iteration 49Q: 17 clusters Score -8.492126e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 25578 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 178679 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23784 members 
Mstep: Class 7 contains 157282 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23936 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 11255 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59204 members 
Mstep: Class 21 contains 92762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921648.000000 Penalty: 52896.847656
Iteration 50Q: 17 clusters Score -8.492165e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 25552 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 178489 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23863 members 
Mstep: Class 7 contains 157374 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23942 members 
Mstep: Class 13 contains 2039 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 3900 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59220 members 
Mstep: Class 21 contains 92443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921944.000000 Penalty: 52896.847656
Iteration 51Q: 17 clusters Score -8.492194e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 25513 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 178234 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 157477 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23943 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 3899 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59252 members 
Mstep: Class 21 contains 92147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921816.000000 Penalty: 52896.847656
Iteration 52Q: 17 clusters Score -8.492182e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 25496 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 177931 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24008 members 
Mstep: Class 7 contains 157645 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 12623 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59275 members 
Mstep: Class 21 contains 91842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921920.000000 Penalty: 52896.847656
Iteration 53Q: 17 clusters Score -8.492192e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 25470 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 177652 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24092 members 
Mstep: Class 7 contains 157806 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 13080 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59330 members 
Mstep: Class 21 contains 91506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922360.000000 Penalty: 52896.847656
Iteration 54Q: 17 clusters Score -8.492236e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 177430 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24164 members 
Mstep: Class 7 contains 157883 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23850 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 13524 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59418 members 
Mstep: Class 21 contains 91175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922592.000000 Penalty: 52896.847656
Iteration 55Q: 17 clusters Score -8.492259e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 25434 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 177232 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24223 members 
Mstep: Class 7 contains 157940 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23803 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 14025 members 
Mstep: Class 15 contains 3895 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59473 members 
Mstep: Class 21 contains 90839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922632.000000 Penalty: 52896.847656
Iteration 56Q: 17 clusters Score -8.492263e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 25433 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176988 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24290 members 
Mstep: Class 7 contains 158022 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23754 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 14554 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59499 members 
Mstep: Class 21 contains 90500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922520.000000 Penalty: 52896.847656
Iteration 57Q: 17 clusters Score -8.492252e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176791 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24364 members 
Mstep: Class 7 contains 158069 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23699 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 15073 members 
Mstep: Class 15 contains 3896 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59518 members 
Mstep: Class 21 contains 90180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922848.000000 Penalty: 52896.847656
Iteration 58Q: 17 clusters Score -8.492285e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 25409 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176603 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24446 members 
Mstep: Class 7 contains 158084 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23639 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 15540 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59549 members 
Mstep: Class 21 contains 89912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923216.000000 Penalty: 52896.847656
Iteration 59Q: 17 clusters Score -8.492322e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 25394 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176425 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24506 members 
Mstep: Class 7 contains 158031 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23605 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 16016 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59587 members 
Mstep: Class 21 contains 89665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923368.000000 Penalty: 52896.847656
Iteration 60F: 17 clusters Score -8.492337e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 25395 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176274 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24547 members 
Mstep: Class 7 contains 157979 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23552 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 16489 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59658 members 
Mstep: Class 21 contains 89403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923360.000000 Penalty: 52896.847656
Iteration 61Q: 17 clusters Score -8.492336e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 25393 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 176118 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24568 members 
Mstep: Class 7 contains 157998 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23474 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 16936 members 
Mstep: Class 15 contains 3879 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59721 members 
Mstep: Class 21 contains 89142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923384.000000 Penalty: 52896.847656
Iteration 62Q: 17 clusters Score -8.492338e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 25384 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 175902 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24614 members 
Mstep: Class 7 contains 158040 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23415 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 17357 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59787 members 
Mstep: Class 21 contains 88899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923216.000000 Penalty: 52896.847656
Iteration 63Q: 17 clusters Score -8.492322e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 25368 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 175699 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24652 members 
Mstep: Class 7 contains 158062 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23356 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 3876 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59863 members 
Mstep: Class 21 contains 88668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923632.000000 Penalty: 52896.847656
Iteration 64Q: 17 clusters Score -8.492363e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 25356 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 175458 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24682 members 
Mstep: Class 7 contains 158122 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23290 members 
Mstep: Class 13 contains 2075 members 
Mstep: Class 14 contains 18210 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59906 members 
Mstep: Class 21 contains 88446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923856.000000 Penalty: 52896.847656
Iteration 65Q: 17 clusters Score -8.492386e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 25351 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 175250 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24722 members 
Mstep: Class 7 contains 158164 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23218 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 18629 members 
Mstep: Class 15 contains 3872 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59936 members 
Mstep: Class 21 contains 88215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923864.000000 Penalty: 52896.847656
Iteration 66Q: 17 clusters Score -8.492386e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 25337 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 175112 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 158247 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23150 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 19016 members 
Mstep: Class 15 contains 3871 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59958 members 
Mstep: Class 21 contains 87923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923968.000000 Penalty: 52896.847656
Iteration 67Q: 17 clusters Score -8.492397e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 25331 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174980 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24801 members 
Mstep: Class 7 contains 158267 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23092 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 19418 members 
Mstep: Class 15 contains 3869 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 59984 members 
Mstep: Class 21 contains 87661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923984.000000 Penalty: 52896.847656
Iteration 68Q: 17 clusters Score -8.492398e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 25325 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174843 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24827 members 
Mstep: Class 7 contains 158260 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 23029 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 19813 members 
Mstep: Class 15 contains 3864 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60056 members 
Mstep: Class 21 contains 87411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924064.000000 Penalty: 52896.847656
Iteration 69Q: 17 clusters Score -8.492406e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 25310 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174678 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24853 members 
Mstep: Class 7 contains 158367 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22947 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 20212 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60080 members 
Mstep: Class 21 contains 87157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924264.000000 Penalty: 52896.847656
Iteration 70Q: 17 clusters Score -8.492426e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 25312 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174585 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24863 members 
Mstep: Class 7 contains 158424 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22862 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 20624 members 
Mstep: Class 15 contains 3856 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60095 members 
Mstep: Class 21 contains 86881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924072.000000 Penalty: 52896.847656
Iteration 71Q: 17 clusters Score -8.492407e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 25328 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174526 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24876 members 
Mstep: Class 7 contains 158418 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22779 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 21013 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 17 contains 1387 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60146 members 
Mstep: Class 21 contains 86601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924240.000000 Penalty: 52896.847656
Iteration 72Q: 17 clusters Score -8.492424e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 25352 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174474 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24889 members 
Mstep: Class 7 contains 158392 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22729 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 21399 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60187 members 
Mstep: Class 21 contains 86304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924376.000000 Penalty: 52896.847656
Iteration 73Q: 17 clusters Score -8.492438e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 25360 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174380 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24887 members 
Mstep: Class 7 contains 158421 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22669 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 21794 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60237 members 
Mstep: Class 21 contains 86007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924408.000000 Penalty: 52896.847656
Iteration 74Q: 17 clusters Score -8.492441e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 25375 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174281 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24907 members 
Mstep: Class 7 contains 158395 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22637 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 22200 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60278 members 
Mstep: Class 21 contains 85728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924328.000000 Penalty: 52896.847656
Iteration 75Q: 17 clusters Score -8.492433e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 25416 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174152 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24919 members 
Mstep: Class 7 contains 158354 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22608 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60325 members 
Mstep: Class 21 contains 85464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924368.000000 Penalty: 52896.847656
Iteration 76Q: 17 clusters Score -8.492437e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 174034 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24909 members 
Mstep: Class 7 contains 158339 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22564 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 22957 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60379 members 
Mstep: Class 21 contains 85227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924632.000000 Penalty: 52896.847656
Iteration 77Q: 17 clusters Score -8.492463e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173938 members 
Mstep: Class 5 contains 1142 members 
Mstep: Class 6 contains 24906 members 
Mstep: Class 7 contains 158351 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22495 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 23341 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60422 members 
Mstep: Class 21 contains 84984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924600.000000 Penalty: 52896.847656
Iteration 78Q: 17 clusters Score -8.49246e+07 nChanged 1579
Entering ConstructFrom: 
Score: -84924600.000000 Penalty: 52896.847656
Entering ConstructFrom: 
Trying to split cluster 1 (31904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Entering Unmasked Estep 
Score: -4519866.500000 Penalty: 2571.880615
	Iteration 0F: 2 clusters Score -4519866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4497960.000000 Penalty: 5143.761230
	Iteration 0F: 3 clusters Score -4497960 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4505690.500000 Penalty: 5143.761230
	Iteration 1F: 3 clusters Score -4505690 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4506071.500000 Penalty: 5143.761230
	Iteration 2Q: 3 clusters Score -4506072 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4506453.500000 Penalty: 5143.761230
	Iteration 3Q: 3 clusters Score -4506454 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4506740.000000 Penalty: 5143.761230
	Iteration 4Q: 3 clusters Score -4506740 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -4506944.500000 Penalty: 5143.761230
	Iteration 5Q: 3 clusters Score -4506944 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -4507141.500000 Penalty: 5143.761230
	Iteration 6Q: 3 clusters Score -4507142 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4507333.000000 Penalty: 5143.761230
	Iteration 7Q: 3 clusters Score -4507333 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4507517.000000 Penalty: 5143.761230
	Iteration 8Q: 3 clusters Score -4507517 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -4507719.500000 Penalty: 5143.761230
	Iteration 9Q: 3 clusters Score -4507720 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4507903.500000 Penalty: 5143.761230
	Iteration 10Q: 3 clusters Score -4507904 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4508112.500000 Penalty: 5143.761230
	Iteration 11Q: 3 clusters Score -4508112 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4508356.000000 Penalty: 5143.761230
	Iteration 12Q: 3 clusters Score -4508356 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -4508656.000000 Penalty: 5143.761230
	Iteration 13Q: 3 clusters Score -4508656 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4509035.500000 Penalty: 5143.761230
	Iteration 14Q: 3 clusters Score -4509036 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4509510.000000 Penalty: 5143.761230
	Iteration 15Q: 3 clusters Score -4509510 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4510078.500000 Penalty: 5143.761230
	Iteration 16Q: 3 clusters Score -4510078 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -4510680.500000 Penalty: 5143.761230
	Iteration 17Q: 3 clusters Score -4510680 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -4511360.500000 Penalty: 5143.761230
	Iteration 18Q: 3 clusters Score -4511360 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4512146.500000 Penalty: 5143.761230
	Iteration 19Q: 3 clusters Score -4512146 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -4513044.500000 Penalty: 5143.761230
	Iteration 20F: 3 clusters Score -4513044 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4514027.000000 Penalty: 5143.761230
	Iteration 21Q: 3 clusters Score -4514027 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4515060.500000 Penalty: 5143.761230
	Iteration 22Q: 3 clusters Score -4515060 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4515914.500000 Penalty: 5143.761230
	Iteration 23Q: 3 clusters Score -4515914 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4516466.000000 Penalty: 5143.761230
	Iteration 24Q: 3 clusters Score -4516466 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4516823.000000 Penalty: 5143.761230
	Iteration 25Q: 3 clusters Score -4516823 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4517068.500000 Penalty: 5143.761230
	Iteration 26Q: 3 clusters Score -4517068 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4517221.500000 Penalty: 5143.761230
	Iteration 27Q: 3 clusters Score -4517222 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4517345.000000 Penalty: 5143.761230
	Iteration 28Q: 3 clusters Score -4517345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4517411.500000 Penalty: 5143.761230
	Iteration 29Q: 3 clusters Score -4517412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4517446.500000 Penalty: 5143.761230
	Iteration 30Q: 3 clusters Score -4517446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4517482.000000 Penalty: 5143.761230
	Iteration 31Q: 3 clusters Score -4517482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4517504.500000 Penalty: 5143.761230
	Iteration 32Q: 3 clusters Score -4517504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4517528.500000 Penalty: 5143.761230
	Iteration 33Q: 3 clusters Score -4517528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4517544.500000 Penalty: 5143.761230
	Iteration 34Q: 3 clusters Score -4517544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4517561.000000 Penalty: 5143.761230
	Iteration 35Q: 3 clusters Score -4517561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4517578.000000 Penalty: 5143.761230
	Iteration 36Q: 3 clusters Score -4517578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4517591.500000 Penalty: 5143.761230
	Iteration 37Q: 3 clusters Score -4517592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4517597.500000 Penalty: 5143.761230
	Iteration 38Q: 3 clusters Score -4517598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4517605.000000 Penalty: 5143.761230
	Iteration 39Q: 3 clusters Score -4517605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4517606.500000 Penalty: 5143.761230
	Iteration 40F: 3 clusters Score -4517606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4517612.000000 Penalty: 5143.761230
	Iteration 41Q: 3 clusters Score -4517612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4517613.000000 Penalty: 5143.761230
	Iteration 42Q: 3 clusters Score -4517613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4517611.500000 Penalty: 5143.761230
	Iteration 43Q: 3 clusters Score -4517612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4517615.500000 Penalty: 5143.761230
	Iteration 44Q: 3 clusters Score -4517616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4517616.000000 Penalty: 5143.761230
	Iteration 45Q: 3 clusters Score -4517616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4517619.500000 Penalty: 5143.761230
	Iteration 46Q: 3 clusters Score -4517620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4517617.500000 Penalty: 5143.761230
	Iteration 47Q: 3 clusters Score -4517618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4517619.000000 Penalty: 5143.761230
	Iteration 48Q: 3 clusters Score -4517619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4517617.000000 Penalty: 5143.761230
	Iteration 49Q: 3 clusters Score -4517617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4517617.000000 Penalty: 5143.761230
	Iteration 50Q: 3 clusters Score -4517617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4517617.500000 Penalty: 5143.761230
	Iteration 51Q: 3 clusters Score -4517618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4517619.500000 Penalty: 5143.761230
	Iteration 52Q: 3 clusters Score -4517620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4517618.500000 Penalty: 5143.761230
	Iteration 53Q: 3 clusters Score -4517618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4517620.500000 Penalty: 5143.761230
	Iteration 54Q: 3 clusters Score -4517620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4517625.000000 Penalty: 5143.761230
	Iteration 55Q: 3 clusters Score -4517625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4517624.500000 Penalty: 5143.761230
	Iteration 56Q: 3 clusters Score -4517624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4517624.500000 Penalty: 5143.761230
	Iteration 57F: 3 clusters Score -4517624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Entering Unmasked Estep 
Score: -3465252.500000 Penalty: 2515.975098
	Iteration 0F: 2 clusters Score -3465252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3447866.000000 Penalty: 5031.950195
	Iteration 0F: 3 clusters Score -3447866 nChanged 11315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3454888.750000 Penalty: 5031.950195
	Iteration 1F: 3 clusters Score -3454889 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3456202.000000 Penalty: 5031.950195
	Iteration 2F: 3 clusters Score -3456202 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -3457508.000000 Penalty: 5031.950195
	Iteration 3F: 3 clusters Score -3457508 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -3458762.000000 Penalty: 5031.950195
	Iteration 4F: 3 clusters Score -3458762 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3459910.500000 Penalty: 5031.950195
	Iteration 5F: 3 clusters Score -3459910 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -3460795.500000 Penalty: 5031.950195
	Iteration 6F: 3 clusters Score -3460796 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3461385.000000 Penalty: 5031.950195
	Iteration 7Q: 3 clusters Score -3461385 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -3461719.250000 Penalty: 5031.950195
	Iteration 8Q: 3 clusters Score -3461719 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -3462013.250000 Penalty: 5031.950195
	Iteration 9Q: 3 clusters Score -3462013 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -3462259.000000 Penalty: 5031.950195
	Iteration 10Q: 3 clusters Score -3462259 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -3462487.250000 Penalty: 5031.950195
	Iteration 11Q: 3 clusters Score -3462487 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3462758.750000 Penalty: 5031.950195
	Iteration 12Q: 3 clusters Score -3462759 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3462991.750000 Penalty: 5031.950195
	Iteration 13Q: 3 clusters Score -3462992 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3463230.250000 Penalty: 5031.950195
	Iteration 14Q: 3 clusters Score -3463230 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -3463426.000000 Penalty: 5031.950195
	Iteration 15Q: 3 clusters Score -3463426 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3463635.250000 Penalty: 5031.950195
	Iteration 16Q: 3 clusters Score -3463635 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3463809.750000 Penalty: 5031.950195
	Iteration 17Q: 3 clusters Score -3463810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3463947.500000 Penalty: 5031.950195
	Iteration 18Q: 3 clusters Score -3463948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3464028.750000 Penalty: 5031.950195
	Iteration 19Q: 3 clusters Score -3464029 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3464165.250000 Penalty: 5031.950195
	Iteration 20F: 3 clusters Score -3464165 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3464339.250000 Penalty: 5031.950195
	Iteration 21Q: 3 clusters Score -3464339 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3464562.500000 Penalty: 5031.950195
	Iteration 22Q: 3 clusters Score -3464562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3464707.500000 Penalty: 5031.950195
	Iteration 23Q: 3 clusters Score -3464708 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3464749.750000 Penalty: 5031.950195
	Iteration 24Q: 3 clusters Score -3464750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3464780.000000 Penalty: 5031.950195
	Iteration 25Q: 3 clusters Score -3464780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3464790.500000 Penalty: 5031.950195
	Iteration 26Q: 3 clusters Score -3464790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3464789.750000 Penalty: 5031.950195
	Iteration 27Q: 3 clusters Score -3464790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3464795.250000 Penalty: 5031.950195
	Iteration 28Q: 3 clusters Score -3464795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3464800.000000 Penalty: 5031.950195
	Iteration 29Q: 3 clusters Score -3464800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3464800.000000 Penalty: 5031.950195
	Iteration 30F: 3 clusters Score -3464800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 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 118 members 
Entering Unmasked Estep 
Score: -24558.039062 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24558.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24693.380859 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24693.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24760.667969 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24760.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24837.507812 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24837.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24862.119141 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24862.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24877.996094 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24881.628906 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24881.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24885.169922 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24885.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24893.824219 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -24893.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24893.824219 Penalty: 2695.126221
	Iteration 9F: 3 clusters Score -24893.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (173809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173809 members 
Entering Unmasked Estep 
Score: -24197512.000000 Penalty: 2992.296631
	Iteration 0F: 2 clusters Score -2.419751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 86430 members 
Entering Unmasked Estep 
Score: -24089970.000000 Penalty: 5984.593262
	Iteration 0F: 3 clusters Score -2.408997e+07 nChanged 83663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93524 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -24139124.000000 Penalty: 5984.593262
	Iteration 1F: 3 clusters Score -2.413912e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 75771 members 
Entering Unmasked Estep 
Score: -24140656.000000 Penalty: 5984.593262
	Iteration 2Q: 3 clusters Score -2.414066e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 68867 members 
Entering Unmasked Estep 
Score: -24143236.000000 Penalty: 5984.593262
	Iteration 3Q: 3 clusters Score -2.414324e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115326 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -24149420.000000 Penalty: 5984.593262
	Iteration 4F: 3 clusters Score -2.414942e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129598 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -24160066.000000 Penalty: 5984.593262
	Iteration 5F: 3 clusters Score -2.416007e+07 nChanged 16850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146448 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -24175448.000000 Penalty: 5984.593262
	Iteration 6F: 3 clusters Score -2.417545e+07 nChanged 15051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161499 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -24187606.000000 Penalty: 5984.593262
	Iteration 7F: 3 clusters Score -2.418761e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169631 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -24192168.000000 Penalty: 5984.593262
	Iteration 8Q: 3 clusters Score -2.419217e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172464 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -24193966.000000 Penalty: 5984.593262
	Iteration 9Q: 3 clusters Score -2.419397e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173201 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -24194526.000000 Penalty: 5984.593262
	Iteration 10Q: 3 clusters Score -2.419453e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173395 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24194722.000000 Penalty: 5984.593262
	Iteration 11Q: 3 clusters Score -2.419472e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -24194822.000000 Penalty: 5984.593262
	Iteration 12Q: 3 clusters Score -2.419482e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173478 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -24194886.000000 Penalty: 5984.593262
	Iteration 13Q: 3 clusters Score -2.419489e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173486 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24194962.000000 Penalty: 5984.593262
	Iteration 14Q: 3 clusters Score -2.419496e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173496 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24194970.000000 Penalty: 5984.593262
	Iteration 15Q: 3 clusters Score -2.419497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -24194990.000000 Penalty: 5984.593262
	Iteration 16Q: 3 clusters Score -2.419499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24194988.000000 Penalty: 5984.593262
	Iteration 17Q: 3 clusters Score -2.419499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173503 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -24194992.000000 Penalty: 5984.593262
	Iteration 18Q: 3 clusters Score -2.419499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173504 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -24194990.000000 Penalty: 5984.593262
	Iteration 19Q: 3 clusters Score -2.419499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173505 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -24194986.000000 Penalty: 5984.593262
	Iteration 20F: 3 clusters Score -2.419499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173509 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -24195002.000000 Penalty: 5984.593262
	Iteration 21Q: 3 clusters Score -2.4195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173513 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24195004.000000 Penalty: 5984.593262
	Iteration 22Q: 3 clusters Score -2.4195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173518 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -24195014.000000 Penalty: 5984.593262
	Iteration 23Q: 3 clusters Score -2.419501e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24195026.000000 Penalty: 5984.593262
	Iteration 24Q: 3 clusters Score -2.419503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173523 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -24195046.000000 Penalty: 5984.593262
	Iteration 25Q: 3 clusters Score -2.419505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173524 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24195056.000000 Penalty: 5984.593262
	Iteration 26Q: 3 clusters Score -2.419506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173527 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24195054.000000 Penalty: 5984.593262
	Iteration 27Q: 3 clusters Score -2.419505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24195048.000000 Penalty: 5984.593262
	Iteration 28Q: 3 clusters Score -2.419505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173529 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24195060.000000 Penalty: 5984.593262
	Iteration 29Q: 3 clusters Score -2.419506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173528 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24195048.000000 Penalty: 5984.593262
	Iteration 30Q: 3 clusters Score -2.419505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24195062.000000 Penalty: 5984.593262
	Iteration 31Q: 3 clusters Score -2.419506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24195050.000000 Penalty: 5984.593262
	Iteration 32Q: 3 clusters Score -2.419505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173530 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24195050.000000 Penalty: 5984.593262
	Iteration 33F: 3 clusters Score -2.419505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -140492.921875 Penalty: 1746.052979
	Iteration 0F: 2 clusters Score -140492.9 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 609 members 
Entering Unmasked Estep 
Score: -138537.031250 Penalty: 3492.105957
	Iteration 0F: 3 clusters Score -138537 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -139070.296875 Penalty: 3492.105957
	Iteration 1F: 3 clusters Score -139070.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139373.781250 Penalty: 3492.105957
	Iteration 2F: 3 clusters Score -139373.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139690.406250 Penalty: 3492.105957
	Iteration 3F: 3 clusters Score -139690.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -139963.078125 Penalty: 3492.105957
	Iteration 4F: 3 clusters Score -139963.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -140196.937500 Penalty: 3492.105957
	Iteration 5F: 3 clusters Score -140196.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -140359.562500 Penalty: 3492.105957
	Iteration 6Q: 3 clusters Score -140359.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -140490.906250 Penalty: 3492.105957
	Iteration 7Q: 3 clusters Score -140490.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -140657.765625 Penalty: 3492.105957
	Iteration 8Q: 3 clusters Score -140657.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -140721.421875 Penalty: 3492.105957
	Iteration 9Q: 3 clusters Score -140721.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -140761.515625 Penalty: 3492.105957
	Iteration 10Q: 3 clusters Score -140761.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140883.390625 Penalty: 3492.105957
	Iteration 11Q: 3 clusters Score -140883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -141394.140625 Penalty: 3492.105957
	Iteration 12Q: 3 clusters Score -141394.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141465.015625 Penalty: 3492.105957
	Iteration 13Q: 3 clusters Score -141465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -141504.531250 Penalty: 3492.105957
	Iteration 14Q: 3 clusters Score -141504.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -141560.468750 Penalty: 3492.105957
	Iteration 15Q: 3 clusters Score -141560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141617.484375 Penalty: 3492.105957
	Iteration 16Q: 3 clusters Score -141617.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -141685.140625 Penalty: 3492.105957
	Iteration 17Q: 3 clusters Score -141685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -141742.593750 Penalty: 3492.105957
	Iteration 18Q: 3 clusters Score -141742.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -141798.000000 Penalty: 3492.105957
	Iteration 19Q: 3 clusters Score -141798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -141819.015625 Penalty: 3492.105957
	Iteration 20F: 3 clusters Score -141819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -141838.421875 Penalty: 3492.105957
	Iteration 21Q: 3 clusters Score -141838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -141851.078125 Penalty: 3492.105957
	Iteration 22Q: 3 clusters Score -141851.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141872.531250 Penalty: 3492.105957
	Iteration 23Q: 3 clusters Score -141872.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141893.062500 Penalty: 3492.105957
	Iteration 24Q: 3 clusters Score -141893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141921.156250 Penalty: 3492.105957
	Iteration 25Q: 3 clusters Score -141921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -141936.515625 Penalty: 3492.105957
	Iteration 26Q: 3 clusters Score -141936.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141950.671875 Penalty: 3492.105957
	Iteration 27Q: 3 clusters Score -141950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141971.265625 Penalty: 3492.105957
	Iteration 28Q: 3 clusters Score -141971.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141982.812500 Penalty: 3492.105957
	Iteration 29Q: 3 clusters Score -141982.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -141988.468750 Penalty: 3492.105957
	Iteration 30Q: 3 clusters Score -141988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141989.406250 Penalty: 3492.105957
	Iteration 31Q: 3 clusters Score -141989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141990.031250 Penalty: 3492.105957
	Iteration 32F: 3 clusters Score -141990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -141992.718750 Penalty: 3492.105957
	Iteration 33Q: 3 clusters Score -141992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -141996.500000 Penalty: 3492.105957
	Iteration 34Q: 3 clusters Score -141996.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141998.468750 Penalty: 3492.105957
	Iteration 35Q: 3 clusters Score -141998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141998.468750 Penalty: 3492.105957
	Iteration 36F: 3 clusters Score -141998.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173809 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24893 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22434 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 23719 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60489 members 
Mstep: Class 21 contains 84747 members 
Entering Unmasked Estep 
Score: -84924616.000000 Penalty: 56202.902344
Splitting cluster 5 changes total score from -84924600.000000 to -84924616.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (24893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Entering Unmasked Estep 
Score: -3533780.750000 Penalty: 2510.340820
	Iteration 0F: 2 clusters Score -3533781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3516454.500000 Penalty: 5020.681641
	Iteration 0F: 3 clusters Score -3516454 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3522349.250000 Penalty: 5020.681641
	Iteration 1F: 3 clusters Score -3522349 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3522804.500000 Penalty: 5020.681641
	Iteration 2F: 3 clusters Score -3522804 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3523246.000000 Penalty: 5020.681641
	Iteration 3Q: 3 clusters Score -3523246 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3523603.500000 Penalty: 5020.681641
	Iteration 4Q: 3 clusters Score -3523604 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3524028.500000 Penalty: 5020.681641
	Iteration 5Q: 3 clusters Score -3524028 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3524477.500000 Penalty: 5020.681641
	Iteration 6Q: 3 clusters Score -3524478 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3525001.250000 Penalty: 5020.681641
	Iteration 7Q: 3 clusters Score -3525001 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3525583.750000 Penalty: 5020.681641
	Iteration 8Q: 3 clusters Score -3525584 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -3526225.500000 Penalty: 5020.681641
	Iteration 9Q: 3 clusters Score -3526226 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3526879.250000 Penalty: 5020.681641
	Iteration 10Q: 3 clusters Score -3526879 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -3527502.500000 Penalty: 5020.681641
	Iteration 11Q: 3 clusters Score -3527502 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -3528100.750000 Penalty: 5020.681641
	Iteration 12Q: 3 clusters Score -3528101 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3528539.000000 Penalty: 5020.681641
	Iteration 13Q: 3 clusters Score -3528539 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -3528835.750000 Penalty: 5020.681641
	Iteration 14Q: 3 clusters Score -3528836 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3529097.500000 Penalty: 5020.681641
	Iteration 15Q: 3 clusters Score -3529098 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3529307.250000 Penalty: 5020.681641
	Iteration 16Q: 3 clusters Score -3529307 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3529504.500000 Penalty: 5020.681641
	Iteration 17Q: 3 clusters Score -3529504 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3529670.000000 Penalty: 5020.681641
	Iteration 18Q: 3 clusters Score -3529670 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3529842.250000 Penalty: 5020.681641
	Iteration 19Q: 3 clusters Score -3529842 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3529990.500000 Penalty: 5020.681641
	Iteration 20F: 3 clusters Score -3529990 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3530112.750000 Penalty: 5020.681641
	Iteration 21Q: 3 clusters Score -3530113 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3530259.250000 Penalty: 5020.681641
	Iteration 22Q: 3 clusters Score -3530259 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3530379.000000 Penalty: 5020.681641
	Iteration 23Q: 3 clusters Score -3530379 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3530473.500000 Penalty: 5020.681641
	Iteration 24Q: 3 clusters Score -3530474 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -3530576.500000 Penalty: 5020.681641
	Iteration 25Q: 3 clusters Score -3530576 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3530681.250000 Penalty: 5020.681641
	Iteration 26Q: 3 clusters Score -3530681 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3530776.000000 Penalty: 5020.681641
	Iteration 27Q: 3 clusters Score -3530776 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3530868.000000 Penalty: 5020.681641
	Iteration 28Q: 3 clusters Score -3530868 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3530967.500000 Penalty: 5020.681641
	Iteration 29Q: 3 clusters Score -3530968 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3531058.000000 Penalty: 5020.681641
	Iteration 30Q: 3 clusters Score -3531058 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3531120.000000 Penalty: 5020.681641
	Iteration 31Q: 3 clusters Score -3531120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3531193.500000 Penalty: 5020.681641
	Iteration 32Q: 3 clusters Score -3531194 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3531266.500000 Penalty: 5020.681641
	Iteration 33Q: 3 clusters Score -3531266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3531331.000000 Penalty: 5020.681641
	Iteration 34Q: 3 clusters Score -3531331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3531370.500000 Penalty: 5020.681641
	Iteration 35Q: 3 clusters Score -3531370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3531378.500000 Penalty: 5020.681641
	Iteration 36Q: 3 clusters Score -3531378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3531392.000000 Penalty: 5020.681641
	Iteration 37Q: 3 clusters Score -3531392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3531418.750000 Penalty: 5020.681641
	Iteration 38Q: 3 clusters Score -3531419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3531434.250000 Penalty: 5020.681641
	Iteration 39Q: 3 clusters Score -3531434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3531456.750000 Penalty: 5020.681641
	Iteration 40F: 3 clusters Score -3531457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3531480.250000 Penalty: 5020.681641
	Iteration 41Q: 3 clusters Score -3531480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3531493.250000 Penalty: 5020.681641
	Iteration 42Q: 3 clusters Score -3531493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3531497.500000 Penalty: 5020.681641
	Iteration 43Q: 3 clusters Score -3531498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3531508.000000 Penalty: 5020.681641
	Iteration 44Q: 3 clusters Score -3531508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3531520.250000 Penalty: 5020.681641
	Iteration 45Q: 3 clusters Score -3531520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3531518.250000 Penalty: 5020.681641
	Iteration 46Q: 3 clusters Score -3531518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3531519.250000 Penalty: 5020.681641
	Iteration 47Q: 3 clusters Score -3531519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3531514.250000 Penalty: 5020.681641
	Iteration 48Q: 3 clusters Score -3531514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3531514.250000 Penalty: 5020.681641
	Iteration 49Q: 3 clusters Score -3531514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3531523.750000 Penalty: 5020.681641
	Iteration 50Q: 3 clusters Score -3531524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3531525.250000 Penalty: 5020.681641
	Iteration 51Q: 3 clusters Score -3531525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3531529.250000 Penalty: 5020.681641
	Iteration 52Q: 3 clusters Score -3531529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3531538.750000 Penalty: 5020.681641
	Iteration 53Q: 3 clusters Score -3531539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3531545.500000 Penalty: 5020.681641
	Iteration 54Q: 3 clusters Score -3531546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3531550.500000 Penalty: 5020.681641
	Iteration 55Q: 3 clusters Score -3531550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3531551.500000 Penalty: 5020.681641
	Iteration 56Q: 3 clusters Score -3531552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3531558.500000 Penalty: 5020.681641
	Iteration 57Q: 3 clusters Score -3531558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3531566.000000 Penalty: 5020.681641
	Iteration 58Q: 3 clusters Score -3531566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3531568.000000 Penalty: 5020.681641
	Iteration 59Q: 3 clusters Score -3531568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3531573.250000 Penalty: 5020.681641
	Iteration 60F: 3 clusters Score -3531573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3531575.500000 Penalty: 5020.681641
	Iteration 61Q: 3 clusters Score -3531576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3531585.500000 Penalty: 5020.681641
	Iteration 62Q: 3 clusters Score -3531586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3531585.250000 Penalty: 5020.681641
	Iteration 63Q: 3 clusters Score -3531585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3531587.250000 Penalty: 5020.681641
	Iteration 64Q: 3 clusters Score -3531587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3531593.000000 Penalty: 5020.681641
	Iteration 65Q: 3 clusters Score -3531593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3531594.750000 Penalty: 5020.681641
	Iteration 66Q: 3 clusters Score -3531595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3531597.000000 Penalty: 5020.681641
	Iteration 67Q: 3 clusters Score -3531597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3531600.250000 Penalty: 5020.681641
	Iteration 68Q: 3 clusters Score -3531600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3531600.250000 Penalty: 5020.681641
	Iteration 69F: 3 clusters Score -3531600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158380 members 
Entering Unmasked Estep 
Score: -22084528.000000 Penalty: 2969.242676
	Iteration 0F: 2 clusters Score -2.208453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -21984358.000000 Penalty: 5938.485352
	Iteration 0F: 3 clusters Score -2.198436e+07 nChanged 75656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78108 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -22028832.000000 Penalty: 5938.485352
	Iteration 1F: 3 clusters Score -2.202883e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 80825 members 
Entering Unmasked Estep 
Score: -22030846.000000 Penalty: 5938.485352
	Iteration 2Q: 3 clusters Score -2.203085e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76713 members 
Mstep: Class 2 contains 81667 members 
Entering Unmasked Estep 
Score: -22033626.000000 Penalty: 5938.485352
	Iteration 3Q: 3 clusters Score -2.203363e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 82834 members 
Entering Unmasked Estep 
Score: -22037686.000000 Penalty: 5938.485352
	Iteration 4Q: 3 clusters Score -2.203769e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -22043768.000000 Penalty: 5938.485352
	Iteration 5F: 3 clusters Score -2.204377e+07 nChanged 10632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -22051450.000000 Penalty: 5938.485352
	Iteration 6F: 3 clusters Score -2.205145e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72632 members 
Mstep: Class 2 contains 85748 members 
Entering Unmasked Estep 
Score: -22059220.000000 Penalty: 5938.485352
	Iteration 7F: 3 clusters Score -2.205922e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -22064344.000000 Penalty: 5938.485352
	Iteration 8F: 3 clusters Score -2.206434e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71978 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -22066338.000000 Penalty: 5938.485352
	Iteration 9Q: 3 clusters Score -2.206634e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -22067158.000000 Penalty: 5938.485352
	Iteration 10Q: 3 clusters Score -2.206716e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 87173 members 
Entering Unmasked Estep 
Score: -22067524.000000 Penalty: 5938.485352
	Iteration 11Q: 3 clusters Score -2.206752e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70846 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -22067830.000000 Penalty: 5938.485352
	Iteration 12Q: 3 clusters Score -2.206783e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70505 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -22068016.000000 Penalty: 5938.485352
	Iteration 13Q: 3 clusters Score -2.206802e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -22068252.000000 Penalty: 5938.485352
	Iteration 14Q: 3 clusters Score -2.206825e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 88558 members 
Entering Unmasked Estep 
Score: -22068436.000000 Penalty: 5938.485352
	Iteration 15Q: 3 clusters Score -2.206844e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69530 members 
Mstep: Class 2 contains 88850 members 
Entering Unmasked Estep 
Score: -22068576.000000 Penalty: 5938.485352
	Iteration 16Q: 3 clusters Score -2.206858e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 89142 members 
Entering Unmasked Estep 
Score: -22068750.000000 Penalty: 5938.485352
	Iteration 17Q: 3 clusters Score -2.206875e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68986 members 
Mstep: Class 2 contains 89394 members 
Entering Unmasked Estep 
Score: -22069014.000000 Penalty: 5938.485352
	Iteration 18Q: 3 clusters Score -2.206901e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 89633 members 
Entering Unmasked Estep 
Score: -22069178.000000 Penalty: 5938.485352
	Iteration 19Q: 3 clusters Score -2.206918e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68491 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -22069362.000000 Penalty: 5938.485352
	Iteration 20F: 3 clusters Score -2.206936e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68271 members 
Mstep: Class 2 contains 90109 members 
Entering Unmasked Estep 
Score: -22069564.000000 Penalty: 5938.485352
	Iteration 21Q: 3 clusters Score -2.206956e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68059 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -22069800.000000 Penalty: 5938.485352
	Iteration 22Q: 3 clusters Score -2.20698e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -22069958.000000 Penalty: 5938.485352
	Iteration 23Q: 3 clusters Score -2.206996e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -22070168.000000 Penalty: 5938.485352
	Iteration 24Q: 3 clusters Score -2.207017e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -22070322.000000 Penalty: 5938.485352
	Iteration 25Q: 3 clusters Score -2.207032e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -22070494.000000 Penalty: 5938.485352
	Iteration 26Q: 3 clusters Score -2.207049e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -22070600.000000 Penalty: 5938.485352
	Iteration 27Q: 3 clusters Score -2.20706e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -22070778.000000 Penalty: 5938.485352
	Iteration 28Q: 3 clusters Score -2.207078e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 91007 members 
Entering Unmasked Estep 
Score: -22070858.000000 Penalty: 5938.485352
	Iteration 29Q: 3 clusters Score -2.207086e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -22071020.000000 Penalty: 5938.485352
	Iteration 30Q: 3 clusters Score -2.207102e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -22071188.000000 Penalty: 5938.485352
	Iteration 31Q: 3 clusters Score -2.207119e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 91063 members 
Entering Unmasked Estep 
Score: -22071154.000000 Penalty: 5938.485352
	Iteration 32Q: 3 clusters Score -2.207115e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -22071364.000000 Penalty: 5938.485352
	Iteration 33Q: 3 clusters Score -2.207136e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -22071482.000000 Penalty: 5938.485352
	Iteration 34Q: 3 clusters Score -2.207148e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67539 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -22071592.000000 Penalty: 5938.485352
	Iteration 35Q: 3 clusters Score -2.207159e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -22071760.000000 Penalty: 5938.485352
	Iteration 36Q: 3 clusters Score -2.207176e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -22071788.000000 Penalty: 5938.485352
	Iteration 37Q: 3 clusters Score -2.207179e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67972 members 
Mstep: Class 2 contains 90408 members 
Entering Unmasked Estep 
Score: -22071860.000000 Penalty: 5938.485352
	Iteration 38Q: 3 clusters Score -2.207186e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -22071942.000000 Penalty: 5938.485352
	Iteration 39Q: 3 clusters Score -2.207194e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -22072076.000000 Penalty: 5938.485352
	Iteration 40F: 3 clusters Score -2.207208e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 89622 members 
Entering Unmasked Estep 
Score: -22072142.000000 Penalty: 5938.485352
	Iteration 41Q: 3 clusters Score -2.207214e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69144 members 
Mstep: Class 2 contains 89236 members 
Entering Unmasked Estep 
Score: -22072376.000000 Penalty: 5938.485352
	Iteration 42Q: 3 clusters Score -2.207238e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69589 members 
Mstep: Class 2 contains 88791 members 
Entering Unmasked Estep 
Score: -22072522.000000 Penalty: 5938.485352
	Iteration 43Q: 3 clusters Score -2.207252e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70088 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -22072698.000000 Penalty: 5938.485352
	Iteration 44Q: 3 clusters Score -2.20727e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -22072936.000000 Penalty: 5938.485352
	Iteration 45Q: 3 clusters Score -2.207294e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71162 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -22073138.000000 Penalty: 5938.485352
	Iteration 46Q: 3 clusters Score -2.207314e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 86619 members 
Entering Unmasked Estep 
Score: -22073342.000000 Penalty: 5938.485352
	Iteration 47Q: 3 clusters Score -2.207334e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -22073490.000000 Penalty: 5938.485352
	Iteration 48Q: 3 clusters Score -2.207349e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -22073672.000000 Penalty: 5938.485352
	Iteration 49Q: 3 clusters Score -2.207367e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 85092 members 
Entering Unmasked Estep 
Score: -22073884.000000 Penalty: 5938.485352
	Iteration 50Q: 3 clusters Score -2.207388e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -22074116.000000 Penalty: 5938.485352
	Iteration 51Q: 3 clusters Score -2.207412e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -22074268.000000 Penalty: 5938.485352
	Iteration 52Q: 3 clusters Score -2.207427e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -22074326.000000 Penalty: 5938.485352
	Iteration 53Q: 3 clusters Score -2.207433e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -22074446.000000 Penalty: 5938.485352
	Iteration 54Q: 3 clusters Score -2.207445e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -22074636.000000 Penalty: 5938.485352
	Iteration 55Q: 3 clusters Score -2.207464e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -22074750.000000 Penalty: 5938.485352
	Iteration 56Q: 3 clusters Score -2.207475e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76081 members 
Mstep: Class 2 contains 82299 members 
Entering Unmasked Estep 
Score: -22074864.000000 Penalty: 5938.485352
	Iteration 57Q: 3 clusters Score -2.207486e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76422 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -22074890.000000 Penalty: 5938.485352
	Iteration 58Q: 3 clusters Score -2.207489e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76763 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -22074910.000000 Penalty: 5938.485352
	Iteration 59Q: 3 clusters Score -2.207491e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -22074950.000000 Penalty: 5938.485352
	Iteration 60F: 3 clusters Score -2.207495e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 80886 members 
Entering Unmasked Estep 
Score: -22074968.000000 Penalty: 5938.485352
	Iteration 61Q: 3 clusters Score -2.207497e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -22075076.000000 Penalty: 5938.485352
	Iteration 62Q: 3 clusters Score -2.207508e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -22075082.000000 Penalty: 5938.485352
	Iteration 63Q: 3 clusters Score -2.207508e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -22075100.000000 Penalty: 5938.485352
	Iteration 64Q: 3 clusters Score -2.20751e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -22075110.000000 Penalty: 5938.485352
	Iteration 65Q: 3 clusters Score -2.207511e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78873 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -22075128.000000 Penalty: 5938.485352
	Iteration 66Q: 3 clusters Score -2.207513e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -22075112.000000 Penalty: 5938.485352
	Iteration 67Q: 3 clusters Score -2.207511e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -22075094.000000 Penalty: 5938.485352
	Iteration 68Q: 3 clusters Score -2.207509e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 78955 members 
Entering Unmasked Estep 
Score: -22075140.000000 Penalty: 5938.485352
	Iteration 69Q: 3 clusters Score -2.207514e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 78810 members 
Entering Unmasked Estep 
Score: -22075160.000000 Penalty: 5938.485352
	Iteration 70Q: 3 clusters Score -2.207516e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79727 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -22075180.000000 Penalty: 5938.485352
	Iteration 71Q: 3 clusters Score -2.207518e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -22075216.000000 Penalty: 5938.485352
	Iteration 72Q: 3 clusters Score -2.207522e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 78308 members 
Entering Unmasked Estep 
Score: -22075208.000000 Penalty: 5938.485352
	Iteration 73Q: 3 clusters Score -2.207521e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -22075238.000000 Penalty: 5938.485352
	Iteration 74Q: 3 clusters Score -2.207524e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80402 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -22075292.000000 Penalty: 5938.485352
	Iteration 75Q: 3 clusters Score -2.207529e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80528 members 
Mstep: Class 2 contains 77852 members 
Entering Unmasked Estep 
Score: -22075334.000000 Penalty: 5938.485352
	Iteration 76Q: 3 clusters Score -2.207533e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 77745 members 
Entering Unmasked Estep 
Score: -22075374.000000 Penalty: 5938.485352
	Iteration 77Q: 3 clusters Score -2.207537e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80710 members 
Mstep: Class 2 contains 77670 members 
Entering Unmasked Estep 
Score: -22075386.000000 Penalty: 5938.485352
	Iteration 78Q: 3 clusters Score -2.207539e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80791 members 
Mstep: Class 2 contains 77589 members 
Entering Unmasked Estep 
Score: -22075356.000000 Penalty: 5938.485352
	Iteration 79Q: 3 clusters Score -2.207536e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -22075364.000000 Penalty: 5938.485352
	Iteration 80F: 3 clusters Score -2.207536e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 77418 members 
Entering Unmasked Estep 
Score: -22075400.000000 Penalty: 5938.485352
	Iteration 81Q: 3 clusters Score -2.20754e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -22075372.000000 Penalty: 5938.485352
	Iteration 82Q: 3 clusters Score -2.207537e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81142 members 
Mstep: Class 2 contains 77238 members 
Entering Unmasked Estep 
Score: -22075364.000000 Penalty: 5938.485352
	Iteration 83Q: 3 clusters Score -2.207536e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -22075380.000000 Penalty: 5938.485352
	Iteration 84Q: 3 clusters Score -2.207538e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -22075390.000000 Penalty: 5938.485352
	Iteration 85Q: 3 clusters Score -2.207539e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -22075418.000000 Penalty: 5938.485352
	Iteration 86Q: 3 clusters Score -2.207542e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -22075398.000000 Penalty: 5938.485352
	Iteration 87Q: 3 clusters Score -2.20754e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -22075434.000000 Penalty: 5938.485352
	Iteration 88Q: 3 clusters Score -2.207543e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -22075442.000000 Penalty: 5938.485352
	Iteration 89Q: 3 clusters Score -2.207544e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -22075462.000000 Penalty: 5938.485352
	Iteration 90Q: 3 clusters Score -2.207546e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81845 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -22075476.000000 Penalty: 5938.485352
	Iteration 91Q: 3 clusters Score -2.207548e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81913 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -22075488.000000 Penalty: 5938.485352
	Iteration 92Q: 3 clusters Score -2.207549e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81980 members 
Mstep: Class 2 contains 76400 members 
Entering Unmasked Estep 
Score: -22075488.000000 Penalty: 5938.485352
	Iteration 93Q: 3 clusters Score -2.207549e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -22075510.000000 Penalty: 5938.485352
	Iteration 94Q: 3 clusters Score -2.207551e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82098 members 
Mstep: Class 2 contains 76282 members 
Entering Unmasked Estep 
Score: -22075564.000000 Penalty: 5938.485352
	Iteration 95Q: 3 clusters Score -2.207556e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -22075582.000000 Penalty: 5938.485352
	Iteration 96Q: 3 clusters Score -2.207558e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -22075594.000000 Penalty: 5938.485352
	Iteration 97Q: 3 clusters Score -2.207559e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 76084 members 
Entering Unmasked Estep 
Score: -22075598.000000 Penalty: 5938.485352
	Iteration 98Q: 3 clusters Score -2.20756e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82363 members 
Mstep: Class 2 contains 76017 members 
Entering Unmasked Estep 
Score: -22075616.000000 Penalty: 5938.485352
	Iteration 99Q: 3 clusters Score -2.207562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -22075612.000000 Penalty: 5938.485352
	Iteration 100F: 3 clusters Score -2.207561e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -22075574.000000 Penalty: 5938.485352
	Iteration 101Q: 3 clusters Score -2.207557e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -22075604.000000 Penalty: 5938.485352
	Iteration 102Q: 3 clusters Score -2.20756e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -22075592.000000 Penalty: 5938.485352
	Iteration 103Q: 3 clusters Score -2.207559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -22075604.000000 Penalty: 5938.485352
	Iteration 104Q: 3 clusters Score -2.20756e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82553 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -22075622.000000 Penalty: 5938.485352
	Iteration 105Q: 3 clusters Score -2.207562e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -22075646.000000 Penalty: 5938.485352
	Iteration 106Q: 3 clusters Score -2.207565e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 75756 members 
Entering Unmasked Estep 
Score: -22075668.000000 Penalty: 5938.485352
	Iteration 107Q: 3 clusters Score -2.207567e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -22075682.000000 Penalty: 5938.485352
	Iteration 108Q: 3 clusters Score -2.207568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -22075678.000000 Penalty: 5938.485352
	Iteration 109Q: 3 clusters Score -2.207568e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82750 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -22075672.000000 Penalty: 5938.485352
	Iteration 110Q: 3 clusters Score -2.207567e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -22075680.000000 Penalty: 5938.485352
	Iteration 111Q: 3 clusters Score -2.207568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82831 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -22075670.000000 Penalty: 5938.485352
	Iteration 112Q: 3 clusters Score -2.207567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82871 members 
Mstep: Class 2 contains 75509 members 
Entering Unmasked Estep 
Score: -22075666.000000 Penalty: 5938.485352
	Iteration 113Q: 3 clusters Score -2.207567e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -22075684.000000 Penalty: 5938.485352
	Iteration 114Q: 3 clusters Score -2.207568e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82949 members 
Mstep: Class 2 contains 75431 members 
Entering Unmasked Estep 
Score: -22075694.000000 Penalty: 5938.485352
	Iteration 115Q: 3 clusters Score -2.207569e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82978 members 
Mstep: Class 2 contains 75402 members 
Entering Unmasked Estep 
Score: -22075692.000000 Penalty: 5938.485352
	Iteration 116Q: 3 clusters Score -2.207569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -22075700.000000 Penalty: 5938.485352
	Iteration 117Q: 3 clusters Score -2.20757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 75361 members 
Entering Unmasked Estep 
Score: -22075690.000000 Penalty: 5938.485352
	Iteration 118Q: 3 clusters Score -2.207569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83039 members 
Mstep: Class 2 contains 75341 members 
Entering Unmasked Estep 
Score: -22075688.000000 Penalty: 5938.485352
	Iteration 119Q: 3 clusters Score -2.207569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -22075676.000000 Penalty: 5938.485352
	Iteration 120F: 3 clusters Score -2.207568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83076 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -22075688.000000 Penalty: 5938.485352
	Iteration 121Q: 3 clusters Score -2.207569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -22075688.000000 Penalty: 5938.485352
	Iteration 122Q: 3 clusters Score -2.207569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -22075710.000000 Penalty: 5938.485352
	Iteration 123Q: 3 clusters Score -2.207571e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83119 members 
Mstep: Class 2 contains 75261 members 
Entering Unmasked Estep 
Score: -22075696.000000 Penalty: 5938.485352
	Iteration 124Q: 3 clusters Score -2.20757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -22075688.000000 Penalty: 5938.485352
	Iteration 125Q: 3 clusters Score -2.207569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83147 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -22075696.000000 Penalty: 5938.485352
	Iteration 126Q: 3 clusters Score -2.20757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 75212 members 
Entering Unmasked Estep 
Score: -22075702.000000 Penalty: 5938.485352
	Iteration 127Q: 3 clusters Score -2.20757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -22075714.000000 Penalty: 5938.485352
	Iteration 128Q: 3 clusters Score -2.207571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 75164 members 
Entering Unmasked Estep 
Score: -22075708.000000 Penalty: 5938.485352
	Iteration 129Q: 3 clusters Score -2.207571e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83241 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -22075670.000000 Penalty: 5938.485352
	Iteration 130Q: 3 clusters Score -2.207567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83258 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -22075674.000000 Penalty: 5938.485352
	Iteration 131Q: 3 clusters Score -2.207567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 75105 members 
Entering Unmasked Estep 
Score: -22075678.000000 Penalty: 5938.485352
	Iteration 132Q: 3 clusters Score -2.207568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83298 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -22075684.000000 Penalty: 5938.485352
	Iteration 133Q: 3 clusters Score -2.207568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -22075666.000000 Penalty: 5938.485352
	Iteration 134Q: 3 clusters Score -2.207567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -22075700.000000 Penalty: 5938.485352
	Iteration 135Q: 3 clusters Score -2.20757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83394 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -22075696.000000 Penalty: 5938.485352
	Iteration 136Q: 3 clusters Score -2.20757e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83434 members 
Mstep: Class 2 contains 74946 members 
Entering Unmasked Estep 
Score: -22075704.000000 Penalty: 5938.485352
	Iteration 137Q: 3 clusters Score -2.20757e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -22075708.000000 Penalty: 5938.485352
	Iteration 138Q: 3 clusters Score -2.207571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83512 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -22075684.000000 Penalty: 5938.485352
	Iteration 139Q: 3 clusters Score -2.207568e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83548 members 
Mstep: Class 2 contains 74832 members 
Entering Unmasked Estep 
Score: -22075694.000000 Penalty: 5938.485352
	Iteration 140F: 3 clusters Score -2.207569e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -22075694.000000 Penalty: 5938.485352
	Iteration 141Q: 3 clusters Score -2.207569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83649 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -22075680.000000 Penalty: 5938.485352
	Iteration 142Q: 3 clusters Score -2.207568e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83705 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -22075686.000000 Penalty: 5938.485352
	Iteration 143Q: 3 clusters Score -2.207569e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 74618 members 
Entering Unmasked Estep 
Score: -22075682.000000 Penalty: 5938.485352
	Iteration 144Q: 3 clusters Score -2.207568e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -22075694.000000 Penalty: 5938.485352
	Iteration 145Q: 3 clusters Score -2.207569e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -22075670.000000 Penalty: 5938.485352
	Iteration 146Q: 3 clusters Score -2.207567e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 74430 members 
Entering Unmasked Estep 
Score: -22075702.000000 Penalty: 5938.485352
	Iteration 147Q: 3 clusters Score -2.20757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84009 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -22075732.000000 Penalty: 5938.485352
	Iteration 148Q: 3 clusters Score -2.207573e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -22075736.000000 Penalty: 5938.485352
	Iteration 149Q: 3 clusters Score -2.207574e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84108 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -22075718.000000 Penalty: 5938.485352
	Iteration 150Q: 3 clusters Score -2.207572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84159 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -22075732.000000 Penalty: 5938.485352
	Iteration 151Q: 3 clusters Score -2.207573e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -22075752.000000 Penalty: 5938.485352
	Iteration 152Q: 3 clusters Score -2.207575e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84258 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -22075756.000000 Penalty: 5938.485352
	Iteration 153Q: 3 clusters Score -2.207576e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -22075762.000000 Penalty: 5938.485352
	Iteration 154Q: 3 clusters Score -2.207576e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84349 members 
Mstep: Class 2 contains 74031 members 
Entering Unmasked Estep 
Score: -22075758.000000 Penalty: 5938.485352
	Iteration 155Q: 3 clusters Score -2.207576e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84412 members 
Mstep: Class 2 contains 73968 members 
Entering Unmasked Estep 
Score: -22075724.000000 Penalty: 5938.485352
	Iteration 156Q: 3 clusters Score -2.207572e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 73898 members 
Entering Unmasked Estep 
Score: -22075714.000000 Penalty: 5938.485352
	Iteration 157Q: 3 clusters Score -2.207571e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -22075700.000000 Penalty: 5938.485352
	Iteration 158Q: 3 clusters Score -2.20757e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 73719 members 
Entering Unmasked Estep 
Score: -22075694.000000 Penalty: 5938.485352
	Iteration 159Q: 3 clusters Score -2.207569e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -22075690.000000 Penalty: 5938.485352
	Iteration 160F: 3 clusters Score -2.207569e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -22075708.000000 Penalty: 5938.485352
	Iteration 161Q: 3 clusters Score -2.207571e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 73371 members 
Entering Unmasked Estep 
Score: -22075700.000000 Penalty: 5938.485352
	Iteration 162Q: 3 clusters Score -2.20757e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85171 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -22075692.000000 Penalty: 5938.485352
	Iteration 163Q: 3 clusters Score -2.207569e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85331 members 
Mstep: Class 2 contains 73049 members 
Entering Unmasked Estep 
Score: -22075696.000000 Penalty: 5938.485352
	Iteration 164Q: 3 clusters Score -2.20757e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -22075722.000000 Penalty: 5938.485352
	Iteration 165Q: 3 clusters Score -2.207572e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85709 members 
Mstep: Class 2 contains 72671 members 
Entering Unmasked Estep 
Score: -22075720.000000 Penalty: 5938.485352
	Iteration 166Q: 3 clusters Score -2.207572e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85904 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -22075704.000000 Penalty: 5938.485352
	Iteration 167Q: 3 clusters Score -2.20757e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -22075764.000000 Penalty: 5938.485352
	Iteration 168Q: 3 clusters Score -2.207576e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86305 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -22075770.000000 Penalty: 5938.485352
	Iteration 169Q: 3 clusters Score -2.207577e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -22075804.000000 Penalty: 5938.485352
	Iteration 170Q: 3 clusters Score -2.20758e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 71669 members 
Entering Unmasked Estep 
Score: -22075760.000000 Penalty: 5938.485352
	Iteration 171Q: 3 clusters Score -2.207576e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 71502 members 
Entering Unmasked Estep 
Score: -22075780.000000 Penalty: 5938.485352
	Iteration 172Q: 3 clusters Score -2.207578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -22075836.000000 Penalty: 5938.485352
	Iteration 173Q: 3 clusters Score -2.207584e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87207 members 
Mstep: Class 2 contains 71173 members 
Entering Unmasked Estep 
Score: -22075826.000000 Penalty: 5938.485352
	Iteration 174Q: 3 clusters Score -2.207583e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -22075836.000000 Penalty: 5938.485352
	Iteration 175Q: 3 clusters Score -2.207584e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87516 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -22075818.000000 Penalty: 5938.485352
	Iteration 176Q: 3 clusters Score -2.207582e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -22075788.000000 Penalty: 5938.485352
	Iteration 177Q: 3 clusters Score -2.207579e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87807 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -22075784.000000 Penalty: 5938.485352
	Iteration 178Q: 3 clusters Score -2.207578e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87951 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -22075776.000000 Penalty: 5938.485352
	Iteration 179Q: 3 clusters Score -2.207578e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -22075746.000000 Penalty: 5938.485352
	Iteration 180F: 3 clusters Score -2.207575e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -22075816.000000 Penalty: 5938.485352
	Iteration 181Q: 3 clusters Score -2.207582e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -22075818.000000 Penalty: 5938.485352
	Iteration 182Q: 3 clusters Score -2.207582e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -22075820.000000 Penalty: 5938.485352
	Iteration 183Q: 3 clusters Score -2.207582e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -22075804.000000 Penalty: 5938.485352
	Iteration 184Q: 3 clusters Score -2.20758e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -22075804.000000 Penalty: 5938.485352
	Iteration 185Q: 3 clusters Score -2.20758e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -22075814.000000 Penalty: 5938.485352
	Iteration 186Q: 3 clusters Score -2.207581e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89008 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -22075824.000000 Penalty: 5938.485352
	Iteration 187Q: 3 clusters Score -2.207582e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89115 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -22075858.000000 Penalty: 5938.485352
	Iteration 188Q: 3 clusters Score -2.207586e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89232 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -22075858.000000 Penalty: 5938.485352
	Iteration 189Q: 3 clusters Score -2.207586e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -22075866.000000 Penalty: 5938.485352
	Iteration 190Q: 3 clusters Score -2.207587e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 68929 members 
Entering Unmasked Estep 
Score: -22075874.000000 Penalty: 5938.485352
	Iteration 191Q: 3 clusters Score -2.207587e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89560 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -22075890.000000 Penalty: 5938.485352
	Iteration 192Q: 3 clusters Score -2.207589e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -22075910.000000 Penalty: 5938.485352
	Iteration 193Q: 3 clusters Score -2.207591e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89784 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -22075892.000000 Penalty: 5938.485352
	Iteration 194Q: 3 clusters Score -2.207589e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89908 members 
Mstep: Class 2 contains 68472 members 
Entering Unmasked Estep 
Score: -22075868.000000 Penalty: 5938.485352
	Iteration 195Q: 3 clusters Score -2.207587e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 68327 members 
Entering Unmasked Estep 
Score: -22075868.000000 Penalty: 5938.485352
	Iteration 196Q: 3 clusters Score -2.207587e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -22075830.000000 Penalty: 5938.485352
	Iteration 197Q: 3 clusters Score -2.207583e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 68040 members 
Entering Unmasked Estep 
Score: -22075882.000000 Penalty: 5938.485352
	Iteration 198Q: 3 clusters Score -2.207588e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -22075904.000000 Penalty: 5938.485352
	Iteration 199Q: 3 clusters Score -2.20759e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 67736 members 
Entering Unmasked Estep 
Score: -22075896.000000 Penalty: 5938.485352
	Iteration 200F: 3 clusters Score -2.20759e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -22075884.000000 Penalty: 5938.485352
	Iteration 201Q: 3 clusters Score -2.207588e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90927 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -22075910.000000 Penalty: 5938.485352
	Iteration 202Q: 3 clusters Score -2.207591e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -22075904.000000 Penalty: 5938.485352
	Iteration 203Q: 3 clusters Score -2.20759e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91241 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -22075920.000000 Penalty: 5938.485352
	Iteration 204Q: 3 clusters Score -2.207592e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91404 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -22075936.000000 Penalty: 5938.485352
	Iteration 205Q: 3 clusters Score -2.207594e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91552 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -22075930.000000 Penalty: 5938.485352
	Iteration 206Q: 3 clusters Score -2.207593e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -22075962.000000 Penalty: 5938.485352
	Iteration 207Q: 3 clusters Score -2.207596e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -22075972.000000 Penalty: 5938.485352
	Iteration 208Q: 3 clusters Score -2.207597e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92020 members 
Mstep: Class 2 contains 66360 members 
Entering Unmasked Estep 
Score: -22075960.000000 Penalty: 5938.485352
	Iteration 209Q: 3 clusters Score -2.207596e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 66224 members 
Entering Unmasked Estep 
Score: -22076022.000000 Penalty: 5938.485352
	Iteration 210Q: 3 clusters Score -2.207602e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 66073 members 
Entering Unmasked Estep 
Score: -22076032.000000 Penalty: 5938.485352
	Iteration 211Q: 3 clusters Score -2.207603e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92441 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -22076038.000000 Penalty: 5938.485352
	Iteration 212Q: 3 clusters Score -2.207604e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92612 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -22076028.000000 Penalty: 5938.485352
	Iteration 213Q: 3 clusters Score -2.207603e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92792 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -22076076.000000 Penalty: 5938.485352
	Iteration 214Q: 3 clusters Score -2.207608e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 65400 members 
Entering Unmasked Estep 
Score: -22076048.000000 Penalty: 5938.485352
	Iteration 215Q: 3 clusters Score -2.207605e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 65230 members 
Entering Unmasked Estep 
Score: -22076062.000000 Penalty: 5938.485352
	Iteration 216Q: 3 clusters Score -2.207606e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 65037 members 
Entering Unmasked Estep 
Score: -22076082.000000 Penalty: 5938.485352
	Iteration 217Q: 3 clusters Score -2.207608e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -22076088.000000 Penalty: 5938.485352
	Iteration 218Q: 3 clusters Score -2.207609e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93807 members 
Mstep: Class 2 contains 64573 members 
Entering Unmasked Estep 
Score: -22076082.000000 Penalty: 5938.485352
	Iteration 219Q: 3 clusters Score -2.207608e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94087 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -22076118.000000 Penalty: 5938.485352
	Iteration 220F: 3 clusters Score -2.207612e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -22076150.000000 Penalty: 5938.485352
	Iteration 221Q: 3 clusters Score -2.207615e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 63755 members 
Entering Unmasked Estep 
Score: -22076138.000000 Penalty: 5938.485352
	Iteration 222Q: 3 clusters Score -2.207614e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -22076200.000000 Penalty: 5938.485352
	Iteration 223Q: 3 clusters Score -2.20762e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95221 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -22076198.000000 Penalty: 5938.485352
	Iteration 224Q: 3 clusters Score -2.20762e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -22076280.000000 Penalty: 5938.485352
	Iteration 225Q: 3 clusters Score -2.207628e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 62537 members 
Entering Unmasked Estep 
Score: -22076336.000000 Penalty: 5938.485352
	Iteration 226Q: 3 clusters Score -2.207634e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -22076376.000000 Penalty: 5938.485352
	Iteration 227Q: 3 clusters Score -2.207638e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96488 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -22076434.000000 Penalty: 5938.485352
	Iteration 228Q: 3 clusters Score -2.207643e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96806 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -22076472.000000 Penalty: 5938.485352
	Iteration 229Q: 3 clusters Score -2.207647e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97134 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -22076484.000000 Penalty: 5938.485352
	Iteration 230Q: 3 clusters Score -2.207648e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97426 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -22076512.000000 Penalty: 5938.485352
	Iteration 231Q: 3 clusters Score -2.207651e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -22076520.000000 Penalty: 5938.485352
	Iteration 232Q: 3 clusters Score -2.207652e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -22076526.000000 Penalty: 5938.485352
	Iteration 233Q: 3 clusters Score -2.207653e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -22076564.000000 Penalty: 5938.485352
	Iteration 234Q: 3 clusters Score -2.207656e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -22076556.000000 Penalty: 5938.485352
	Iteration 235Q: 3 clusters Score -2.207656e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98827 members 
Mstep: Class 2 contains 59553 members 
Entering Unmasked Estep 
Score: -22076542.000000 Penalty: 5938.485352
	Iteration 236Q: 3 clusters Score -2.207654e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99125 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -22076552.000000 Penalty: 5938.485352
	Iteration 237Q: 3 clusters Score -2.207655e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 58966 members 
Entering Unmasked Estep 
Score: -22076610.000000 Penalty: 5938.485352
	Iteration 238Q: 3 clusters Score -2.207661e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99713 members 
Mstep: Class 2 contains 58667 members 
Entering Unmasked Estep 
Score: -22076658.000000 Penalty: 5938.485352
	Iteration 239Q: 3 clusters Score -2.207666e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100025 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -22076646.000000 Penalty: 5938.485352
	Iteration 240F: 3 clusters Score -2.207665e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -22076682.000000 Penalty: 5938.485352
	Iteration 241Q: 3 clusters Score -2.207668e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -22076628.000000 Penalty: 5938.485352
	Iteration 242Q: 3 clusters Score -2.207663e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -22076678.000000 Penalty: 5938.485352
	Iteration 243Q: 3 clusters Score -2.207668e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101575 members 
Mstep: Class 2 contains 56805 members 
Entering Unmasked Estep 
Score: -22076710.000000 Penalty: 5938.485352
	Iteration 244Q: 3 clusters Score -2.207671e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102054 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -22076706.000000 Penalty: 5938.485352
	Iteration 245Q: 3 clusters Score -2.207671e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -22076684.000000 Penalty: 5938.485352
	Iteration 246Q: 3 clusters Score -2.207668e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -22076770.000000 Penalty: 5938.485352
	Iteration 247Q: 3 clusters Score -2.207677e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103759 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -22076868.000000 Penalty: 5938.485352
	Iteration 248Q: 3 clusters Score -2.207687e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -22076908.000000 Penalty: 5938.485352
	Iteration 249Q: 3 clusters Score -2.207691e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -22077044.000000 Penalty: 5938.485352
	Iteration 250Q: 3 clusters Score -2.207704e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105838 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -22077090.000000 Penalty: 5938.485352
	Iteration 251Q: 3 clusters Score -2.207709e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -22077206.000000 Penalty: 5938.485352
	Iteration 252Q: 3 clusters Score -2.207721e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107358 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -22077278.000000 Penalty: 5938.485352
	Iteration 253Q: 3 clusters Score -2.207728e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108183 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -22077396.000000 Penalty: 5938.485352
	Iteration 254Q: 3 clusters Score -2.20774e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -22077582.000000 Penalty: 5938.485352
	Iteration 255Q: 3 clusters Score -2.207758e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109952 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -22077738.000000 Penalty: 5938.485352
	Iteration 256Q: 3 clusters Score -2.207774e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110908 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -22077940.000000 Penalty: 5938.485352
	Iteration 257Q: 3 clusters Score -2.207794e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111922 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -22078118.000000 Penalty: 5938.485352
	Iteration 258Q: 3 clusters Score -2.207812e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112936 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -22078248.000000 Penalty: 5938.485352
	Iteration 259Q: 3 clusters Score -2.207825e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -22078374.000000 Penalty: 5938.485352
	Iteration 260F: 3 clusters Score -2.207837e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115011 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -22078580.000000 Penalty: 5938.485352
	Iteration 261Q: 3 clusters Score -2.207858e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116176 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -22078782.000000 Penalty: 5938.485352
	Iteration 262Q: 3 clusters Score -2.207878e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117379 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -22079062.000000 Penalty: 5938.485352
	Iteration 263Q: 3 clusters Score -2.207906e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -22079240.000000 Penalty: 5938.485352
	Iteration 264Q: 3 clusters Score -2.207924e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -22079482.000000 Penalty: 5938.485352
	Iteration 265Q: 3 clusters Score -2.207948e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120973 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -22079822.000000 Penalty: 5938.485352
	Iteration 266Q: 3 clusters Score -2.207982e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -22080068.000000 Penalty: 5938.485352
	Iteration 267Q: 3 clusters Score -2.208007e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123752 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -22080358.000000 Penalty: 5938.485352
	Iteration 268Q: 3 clusters Score -2.208036e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125239 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -22080694.000000 Penalty: 5938.485352
	Iteration 269Q: 3 clusters Score -2.208069e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -22081012.000000 Penalty: 5938.485352
	Iteration 270Q: 3 clusters Score -2.208101e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128299 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -22081380.000000 Penalty: 5938.485352
	Iteration 271Q: 3 clusters Score -2.208138e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129875 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -22081636.000000 Penalty: 5938.485352
	Iteration 272Q: 3 clusters Score -2.208164e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -22081988.000000 Penalty: 5938.485352
	Iteration 273Q: 3 clusters Score -2.208199e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132898 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -22082380.000000 Penalty: 5938.485352
	Iteration 274Q: 3 clusters Score -2.208238e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134382 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -22082662.000000 Penalty: 5938.485352
	Iteration 275Q: 3 clusters Score -2.208266e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135898 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -22083016.000000 Penalty: 5938.485352
	Iteration 276Q: 3 clusters Score -2.208302e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137444 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -22083386.000000 Penalty: 5938.485352
	Iteration 277Q: 3 clusters Score -2.208339e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -22083802.000000 Penalty: 5938.485352
	Iteration 278Q: 3 clusters Score -2.20838e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140409 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -22083982.000000 Penalty: 5938.485352
	Iteration 279Q: 3 clusters Score -2.208398e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141804 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -22084426.000000 Penalty: 5938.485352
	Iteration 280F: 3 clusters Score -2.208443e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -22084720.000000 Penalty: 5938.485352
	Iteration 281Q: 3 clusters Score -2.208472e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144437 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -22084968.000000 Penalty: 5938.485352
	Iteration 282Q: 3 clusters Score -2.208497e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -22085046.000000 Penalty: 5938.485352
	Iteration 283Q: 3 clusters Score -2.208505e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -22085402.000000 Penalty: 5938.485352
	Iteration 284Q: 3 clusters Score -2.20854e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148613 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -22085350.000000 Penalty: 5938.485352
	Iteration 285Q: 3 clusters Score -2.208535e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149950 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -22085304.000000 Penalty: 5938.485352
	Iteration 286Q: 3 clusters Score -2.20853e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151220 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -22085214.000000 Penalty: 5938.485352
	Iteration 287Q: 3 clusters Score -2.208521e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152364 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -22085068.000000 Penalty: 5938.485352
	Iteration 288Q: 3 clusters Score -2.208507e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153311 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -22084828.000000 Penalty: 5938.485352
	Iteration 289Q: 3 clusters Score -2.208483e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154064 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -22084660.000000 Penalty: 5938.485352
	Iteration 290Q: 3 clusters Score -2.208466e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154698 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -22084462.000000 Penalty: 5938.485352
	Iteration 291Q: 3 clusters Score -2.208446e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22084244.000000 Penalty: 5938.485352
	Iteration 292Q: 3 clusters Score -2.208424e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155578 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -22084194.000000 Penalty: 5938.485352
	Iteration 293Q: 3 clusters Score -2.208419e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22084092.000000 Penalty: 5938.485352
	Iteration 294Q: 3 clusters Score -2.208409e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156056 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -22084016.000000 Penalty: 5938.485352
	Iteration 295Q: 3 clusters Score -2.208402e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -22083926.000000 Penalty: 5938.485352
	Iteration 296Q: 3 clusters Score -2.208393e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156331 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22083906.000000 Penalty: 5938.485352
	Iteration 297Q: 3 clusters Score -2.208391e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156420 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -22083852.000000 Penalty: 5938.485352
	Iteration 298Q: 3 clusters Score -2.208385e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -22083806.000000 Penalty: 5938.485352
	Iteration 299Q: 3 clusters Score -2.208381e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156560 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -22083812.000000 Penalty: 5938.485352
	Iteration 300F: 3 clusters Score -2.208381e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -22083726.000000 Penalty: 5938.485352
	Iteration 301Q: 3 clusters Score -2.208373e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22083722.000000 Penalty: 5938.485352
	Iteration 302Q: 3 clusters Score -2.208372e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156740 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -22083718.000000 Penalty: 5938.485352
	Iteration 303Q: 3 clusters Score -2.208372e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -22083726.000000 Penalty: 5938.485352
	Iteration 304Q: 3 clusters Score -2.208373e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156825 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -22083710.000000 Penalty: 5938.485352
	Iteration 305Q: 3 clusters Score -2.208371e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156859 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -22083658.000000 Penalty: 5938.485352
	Iteration 306Q: 3 clusters Score -2.208366e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156872 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22083664.000000 Penalty: 5938.485352
	Iteration 307Q: 3 clusters Score -2.208366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156881 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -22083662.000000 Penalty: 5938.485352
	Iteration 308Q: 3 clusters Score -2.208366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156888 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22083666.000000 Penalty: 5938.485352
	Iteration 309Q: 3 clusters Score -2.208367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22083656.000000 Penalty: 5938.485352
	Iteration 310Q: 3 clusters Score -2.208366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156899 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -22083666.000000 Penalty: 5938.485352
	Iteration 311Q: 3 clusters Score -2.208367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156900 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22083670.000000 Penalty: 5938.485352
	Iteration 312Q: 3 clusters Score -2.208367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156907 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22083662.000000 Penalty: 5938.485352
	Iteration 313Q: 3 clusters Score -2.208366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22083670.000000 Penalty: 5938.485352
	Iteration 314Q: 3 clusters Score -2.208367e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156919 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22083664.000000 Penalty: 5938.485352
	Iteration 315Q: 3 clusters Score -2.208366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -22083662.000000 Penalty: 5938.485352
	Iteration 316Q: 3 clusters Score -2.208366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156925 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -22083646.000000 Penalty: 5938.485352
	Iteration 317Q: 3 clusters Score -2.208365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22083640.000000 Penalty: 5938.485352
	Iteration 318Q: 3 clusters Score -2.208364e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156929 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -22083640.000000 Penalty: 5938.485352
	Iteration 319F: 3 clusters Score -2.208364e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 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 171 members 
Entering Unmasked Estep 
Score: -36848.339844 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36848.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36984.390625 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -36984.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37061.515625 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37061.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37118.328125 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -37118.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37144.871094 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37144.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37157.406250 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37157.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37160.179688 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37160.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37161.789062 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37161.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -37161.789062 Penalty: 2876.350098
	Iteration 8F: 3 clusters Score -37161.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Entering Unmasked Estep 
Score: -3175184.250000 Penalty: 2484.546631
	Iteration 0F: 2 clusters Score -3175184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3159636.500000 Penalty: 4969.093262
	Iteration 0F: 3 clusters Score -3159636 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -3164775.500000 Penalty: 4969.093262
	Iteration 1F: 3 clusters Score -3164776 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3165148.750000 Penalty: 4969.093262
	Iteration 2Q: 3 clusters Score -3165149 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3165471.750000 Penalty: 4969.093262
	Iteration 3Q: 3 clusters Score -3165472 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3165752.750000 Penalty: 4969.093262
	Iteration 4Q: 3 clusters Score -3165753 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -3166049.500000 Penalty: 4969.093262
	Iteration 5Q: 3 clusters Score -3166050 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3166394.750000 Penalty: 4969.093262
	Iteration 6Q: 3 clusters Score -3166395 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -3166833.750000 Penalty: 4969.093262
	Iteration 7Q: 3 clusters Score -3166834 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3167413.750000 Penalty: 4969.093262
	Iteration 8Q: 3 clusters Score -3167414 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3168210.000000 Penalty: 4969.093262
	Iteration 9Q: 3 clusters Score -3168210 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3169155.250000 Penalty: 4969.093262
	Iteration 10F: 3 clusters Score -3169155 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3170094.000000 Penalty: 4969.093262
	Iteration 11F: 3 clusters Score -3170094 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3170915.500000 Penalty: 4969.093262
	Iteration 12Q: 3 clusters Score -3170916 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3171540.000000 Penalty: 4969.093262
	Iteration 13Q: 3 clusters Score -3171540 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3171956.000000 Penalty: 4969.093262
	Iteration 14Q: 3 clusters Score -3171956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3172208.250000 Penalty: 4969.093262
	Iteration 15Q: 3 clusters Score -3172208 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3172358.750000 Penalty: 4969.093262
	Iteration 16Q: 3 clusters Score -3172359 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3172454.750000 Penalty: 4969.093262
	Iteration 17Q: 3 clusters Score -3172455 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3172538.250000 Penalty: 4969.093262
	Iteration 18Q: 3 clusters Score -3172538 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3172622.500000 Penalty: 4969.093262
	Iteration 19Q: 3 clusters Score -3172622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3172693.500000 Penalty: 4969.093262
	Iteration 20F: 3 clusters Score -3172694 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3172751.000000 Penalty: 4969.093262
	Iteration 21Q: 3 clusters Score -3172751 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3172813.000000 Penalty: 4969.093262
	Iteration 22Q: 3 clusters Score -3172813 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3172855.000000 Penalty: 4969.093262
	Iteration 23Q: 3 clusters Score -3172855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3172894.500000 Penalty: 4969.093262
	Iteration 24Q: 3 clusters Score -3172894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3172910.750000 Penalty: 4969.093262
	Iteration 25Q: 3 clusters Score -3172911 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3172933.000000 Penalty: 4969.093262
	Iteration 26Q: 3 clusters Score -3172933 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3172949.250000 Penalty: 4969.093262
	Iteration 27Q: 3 clusters Score -3172949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3172959.250000 Penalty: 4969.093262
	Iteration 28Q: 3 clusters Score -3172959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3172968.750000 Penalty: 4969.093262
	Iteration 29Q: 3 clusters Score -3172969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3172975.500000 Penalty: 4969.093262
	Iteration 30Q: 3 clusters Score -3172976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3172991.500000 Penalty: 4969.093262
	Iteration 31Q: 3 clusters Score -3172992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3173001.000000 Penalty: 4969.093262
	Iteration 32Q: 3 clusters Score -3173001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3173009.500000 Penalty: 4969.093262
	Iteration 33Q: 3 clusters Score -3173010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3173018.500000 Penalty: 4969.093262
	Iteration 34Q: 3 clusters Score -3173018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3173023.250000 Penalty: 4969.093262
	Iteration 35Q: 3 clusters Score -3173023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3173027.750000 Penalty: 4969.093262
	Iteration 36Q: 3 clusters Score -3173028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3173027.750000 Penalty: 4969.093262
	Iteration 37Q: 3 clusters Score -3173028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3173029.500000 Penalty: 4969.093262
	Iteration 38Q: 3 clusters Score -3173030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3173032.250000 Penalty: 4969.093262
	Iteration 39Q: 3 clusters Score -3173032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3173034.750000 Penalty: 4969.093262
	Iteration 40F: 3 clusters Score -3173035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3173034.250000 Penalty: 4969.093262
	Iteration 41Q: 3 clusters Score -3173034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3173037.250000 Penalty: 4969.093262
	Iteration 42Q: 3 clusters Score -3173037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3173039.250000 Penalty: 4969.093262
	Iteration 43Q: 3 clusters Score -3173039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3173040.250000 Penalty: 4969.093262
	Iteration 44Q: 3 clusters Score -3173040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3173038.750000 Penalty: 4969.093262
	Iteration 45Q: 3 clusters Score -3173039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3173035.750000 Penalty: 4969.093262
	Iteration 46Q: 3 clusters Score -3173036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3173037.750000 Penalty: 4969.093262
	Iteration 47Q: 3 clusters Score -3173038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3173038.000000 Penalty: 4969.093262
	Iteration 48Q: 3 clusters Score -3173038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3173040.250000 Penalty: 4969.093262
	Iteration 49Q: 3 clusters Score -3173040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3173040.250000 Penalty: 4969.093262
	Iteration 50F: 3 clusters Score -3173040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -288564.187500 Penalty: 1896.532593
	Iteration 0F: 2 clusters Score -288564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285872.937500 Penalty: 3793.065186
	Iteration 0F: 3 clusters Score -285872.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286346.593750 Penalty: 3793.065186
	Iteration 1F: 3 clusters Score -286346.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -286447.375000 Penalty: 3793.065186
	Iteration 2F: 3 clusters Score -286447.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -286510.406250 Penalty: 3793.065186
	Iteration 3Q: 3 clusters Score -286510.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -286556.125000 Penalty: 3793.065186
	Iteration 4Q: 3 clusters Score -286556.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -286592.562500 Penalty: 3793.065186
	Iteration 5Q: 3 clusters Score -286592.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -286611.218750 Penalty: 3793.065186
	Iteration 6Q: 3 clusters Score -286611.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286624.625000 Penalty: 3793.065186
	Iteration 7Q: 3 clusters Score -286624.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -286634.187500 Penalty: 3793.065186
	Iteration 8Q: 3 clusters Score -286634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -286642.343750 Penalty: 3793.065186
	Iteration 9Q: 3 clusters Score -286642.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286647.406250 Penalty: 3793.065186
	Iteration 10Q: 3 clusters Score -286647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -286650.156250 Penalty: 3793.065186
	Iteration 11Q: 3 clusters Score -286650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -286651.125000 Penalty: 3793.065186
	Iteration 12Q: 3 clusters Score -286651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -286652.343750 Penalty: 3793.065186
	Iteration 13Q: 3 clusters Score -286652.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -286656.062500 Penalty: 3793.065186
	Iteration 14Q: 3 clusters Score -286656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -286658.687500 Penalty: 3793.065186
	Iteration 15Q: 3 clusters Score -286658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -286660.843750 Penalty: 3793.065186
	Iteration 16Q: 3 clusters Score -286660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -286662.343750 Penalty: 3793.065186
	Iteration 17Q: 3 clusters Score -286662.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -286663.843750 Penalty: 3793.065186
	Iteration 18Q: 3 clusters Score -286663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -286665.781250 Penalty: 3793.065186
	Iteration 19Q: 3 clusters Score -286665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -286667.343750 Penalty: 3793.065186
	Iteration 20F: 3 clusters Score -286667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -286671.125000 Penalty: 3793.065186
	Iteration 21Q: 3 clusters Score -286671.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -286675.468750 Penalty: 3793.065186
	Iteration 22Q: 3 clusters Score -286675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -286678.406250 Penalty: 3793.065186
	Iteration 23Q: 3 clusters Score -286678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -286684.406250 Penalty: 3793.065186
	Iteration 24Q: 3 clusters Score -286684.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -286687.750000 Penalty: 3793.065186
	Iteration 25Q: 3 clusters Score -286687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -286691.312500 Penalty: 3793.065186
	Iteration 26Q: 3 clusters Score -286691.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -286695.187500 Penalty: 3793.065186
	Iteration 27Q: 3 clusters Score -286695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286697.406250 Penalty: 3793.065186
	Iteration 28Q: 3 clusters Score -286697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286698.437500 Penalty: 3793.065186
	Iteration 29Q: 3 clusters Score -286698.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -286698.968750 Penalty: 3793.065186
	Iteration 30Q: 3 clusters Score -286699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -286698.968750 Penalty: 3793.065186
	Iteration 31F: 3 clusters Score -286699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Entering Unmasked Estep 
Score: -3371884.000000 Penalty: 2498.359863
	Iteration 0F: 2 clusters Score -3371884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3355370.000000 Penalty: 4996.719727
	Iteration 0F: 3 clusters Score -3355370 nChanged 10563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3361081.000000 Penalty: 4996.719727
	Iteration 1F: 3 clusters Score -3361081 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3361482.250000 Penalty: 4996.719727
	Iteration 2F: 3 clusters Score -3361482 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3361779.000000 Penalty: 4996.719727
	Iteration 3Q: 3 clusters Score -3361779 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -3362008.750000 Penalty: 4996.719727
	Iteration 4Q: 3 clusters Score -3362009 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -3362187.250000 Penalty: 4996.719727
	Iteration 5Q: 3 clusters Score -3362187 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3362408.750000 Penalty: 4996.719727
	Iteration 6Q: 3 clusters Score -3362409 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3362709.500000 Penalty: 4996.719727
	Iteration 7Q: 3 clusters Score -3362710 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -3363074.000000 Penalty: 4996.719727
	Iteration 8Q: 3 clusters Score -3363074 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3363633.500000 Penalty: 4996.719727
	Iteration 9Q: 3 clusters Score -3363634 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3364443.500000 Penalty: 4996.719727
	Iteration 10F: 3 clusters Score -3364444 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3365459.500000 Penalty: 4996.719727
	Iteration 11F: 3 clusters Score -3365460 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3366531.750000 Penalty: 4996.719727
	Iteration 12F: 3 clusters Score -3366532 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -3367582.000000 Penalty: 4996.719727
	Iteration 13F: 3 clusters Score -3367582 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3368334.750000 Penalty: 4996.719727
	Iteration 14Q: 3 clusters Score -3368335 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3368843.500000 Penalty: 4996.719727
	Iteration 15Q: 3 clusters Score -3368844 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3369190.500000 Penalty: 4996.719727
	Iteration 16Q: 3 clusters Score -3369190 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3369425.000000 Penalty: 4996.719727
	Iteration 17Q: 3 clusters Score -3369425 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3369578.000000 Penalty: 4996.719727
	Iteration 18Q: 3 clusters Score -3369578 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3369654.750000 Penalty: 4996.719727
	Iteration 19Q: 3 clusters Score -3369655 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3369720.250000 Penalty: 4996.719727
	Iteration 20F: 3 clusters Score -3369720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3369750.000000 Penalty: 4996.719727
	Iteration 21Q: 3 clusters Score -3369750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3369779.250000 Penalty: 4996.719727
	Iteration 22Q: 3 clusters Score -3369779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3369796.000000 Penalty: 4996.719727
	Iteration 23Q: 3 clusters Score -3369796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3369802.250000 Penalty: 4996.719727
	Iteration 24Q: 3 clusters Score -3369802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3369817.000000 Penalty: 4996.719727
	Iteration 25Q: 3 clusters Score -3369817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3369831.250000 Penalty: 4996.719727
	Iteration 26Q: 3 clusters Score -3369831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3369846.750000 Penalty: 4996.719727
	Iteration 27Q: 3 clusters Score -3369847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3369858.000000 Penalty: 4996.719727
	Iteration 28Q: 3 clusters Score -3369858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3369867.000000 Penalty: 4996.719727
	Iteration 29Q: 3 clusters Score -3369867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3369876.500000 Penalty: 4996.719727
	Iteration 30Q: 3 clusters Score -3369876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3369879.500000 Penalty: 4996.719727
	Iteration 31Q: 3 clusters Score -3369880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3369880.250000 Penalty: 4996.719727
	Iteration 32Q: 3 clusters Score -3369880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3369887.500000 Penalty: 4996.719727
	Iteration 33Q: 3 clusters Score -3369888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3369888.500000 Penalty: 4996.719727
	Iteration 34Q: 3 clusters Score -3369888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3369888.250000 Penalty: 4996.719727
	Iteration 35Q: 3 clusters Score -3369888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3369889.250000 Penalty: 4996.719727
	Iteration 36Q: 3 clusters Score -3369889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3369892.500000 Penalty: 4996.719727
	Iteration 37Q: 3 clusters Score -3369892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3369893.750000 Penalty: 4996.719727
	Iteration 38Q: 3 clusters Score -3369894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3369893.750000 Penalty: 4996.719727
	Iteration 39F: 3 clusters Score -3369894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -529918.437500 Penalty: 2047.187744
	Iteration 0F: 2 clusters Score -529918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -526156.250000 Penalty: 4094.375488
	Iteration 0F: 3 clusters Score -526156.2 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -526946.000000 Penalty: 4094.375488
	Iteration 1F: 3 clusters Score -526946 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -527075.125000 Penalty: 4094.375488
	Iteration 2F: 3 clusters Score -527075.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -527156.125000 Penalty: 4094.375488
	Iteration 3Q: 3 clusters Score -527156.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -527220.312500 Penalty: 4094.375488
	Iteration 4Q: 3 clusters Score -527220.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -527271.562500 Penalty: 4094.375488
	Iteration 5Q: 3 clusters Score -527271.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -527300.500000 Penalty: 4094.375488
	Iteration 6Q: 3 clusters Score -527300.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -527319.875000 Penalty: 4094.375488
	Iteration 7Q: 3 clusters Score -527319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -527336.125000 Penalty: 4094.375488
	Iteration 8Q: 3 clusters Score -527336.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -527347.437500 Penalty: 4094.375488
	Iteration 9Q: 3 clusters Score -527347.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -527353.500000 Penalty: 4094.375488
	Iteration 10Q: 3 clusters Score -527353.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -527357.375000 Penalty: 4094.375488
	Iteration 11Q: 3 clusters Score -527357.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -527363.500000 Penalty: 4094.375488
	Iteration 12Q: 3 clusters Score -527363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -527364.937500 Penalty: 4094.375488
	Iteration 13Q: 3 clusters Score -527364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -527365.312500 Penalty: 4094.375488
	Iteration 14Q: 3 clusters Score -527365.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -527367.062500 Penalty: 4094.375488
	Iteration 15Q: 3 clusters Score -527367.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -527368.812500 Penalty: 4094.375488
	Iteration 16Q: 3 clusters Score -527368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -527370.812500 Penalty: 4094.375488
	Iteration 17Q: 3 clusters Score -527370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -527373.937500 Penalty: 4094.375488
	Iteration 18Q: 3 clusters Score -527373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -527376.437500 Penalty: 4094.375488
	Iteration 19Q: 3 clusters Score -527376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -527378.375000 Penalty: 4094.375488
	Iteration 20F: 3 clusters Score -527378.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -527380.687500 Penalty: 4094.375488
	Iteration 21Q: 3 clusters Score -527380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -527381.500000 Penalty: 4094.375488
	Iteration 22Q: 3 clusters Score -527381.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -527381.500000 Penalty: 4094.375488
	Iteration 23Q: 3 clusters Score -527381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -527384.062500 Penalty: 4094.375488
	Iteration 24Q: 3 clusters Score -527384.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -527384.687500 Penalty: 4094.375488
	Iteration 25Q: 3 clusters Score -527384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -527388.187500 Penalty: 4094.375488
	Iteration 26Q: 3 clusters Score -527388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -527393.687500 Penalty: 4094.375488
	Iteration 27Q: 3 clusters Score -527393.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -527400.000000 Penalty: 4094.375488
	Iteration 28Q: 3 clusters Score -527400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -527405.312500 Penalty: 4094.375488
	Iteration 29Q: 3 clusters Score -527405.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -527410.375000 Penalty: 4094.375488
	Iteration 30Q: 3 clusters Score -527410.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -527413.062500 Penalty: 4094.375488
	Iteration 31Q: 3 clusters Score -527413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -527416.250000 Penalty: 4094.375488
	Iteration 32Q: 3 clusters Score -527416.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -527420.187500 Penalty: 4094.375488
	Iteration 33Q: 3 clusters Score -527420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -527424.187500 Penalty: 4094.375488
	Iteration 34Q: 3 clusters Score -527424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -527429.500000 Penalty: 4094.375488
	Iteration 35Q: 3 clusters Score -527429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -527432.562500 Penalty: 4094.375488
	Iteration 36Q: 3 clusters Score -527432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -527435.937500 Penalty: 4094.375488
	Iteration 37Q: 3 clusters Score -527435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -527438.562500 Penalty: 4094.375488
	Iteration 38Q: 3 clusters Score -527438.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -527442.000000 Penalty: 4094.375488
	Iteration 39Q: 3 clusters Score -527442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -527447.125000 Penalty: 4094.375488
	Iteration 40F: 3 clusters Score -527447.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -527454.562500 Penalty: 4094.375488
	Iteration 41Q: 3 clusters Score -527454.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -527461.125000 Penalty: 4094.375488
	Iteration 42Q: 3 clusters Score -527461.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -527466.000000 Penalty: 4094.375488
	Iteration 43Q: 3 clusters Score -527466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -527469.750000 Penalty: 4094.375488
	Iteration 44Q: 3 clusters Score -527469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -527472.875000 Penalty: 4094.375488
	Iteration 45Q: 3 clusters Score -527472.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -527475.500000 Penalty: 4094.375488
	Iteration 46Q: 3 clusters Score -527475.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -527479.250000 Penalty: 4094.375488
	Iteration 47Q: 3 clusters Score -527479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -527483.562500 Penalty: 4094.375488
	Iteration 48Q: 3 clusters Score -527483.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -527489.875000 Penalty: 4094.375488
	Iteration 49Q: 3 clusters Score -527489.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -527497.437500 Penalty: 4094.375488
	Iteration 50Q: 3 clusters Score -527497.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -527501.062500 Penalty: 4094.375488
	Iteration 51Q: 3 clusters Score -527501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -527506.250000 Penalty: 4094.375488
	Iteration 52Q: 3 clusters Score -527506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -527509.750000 Penalty: 4094.375488
	Iteration 53Q: 3 clusters Score -527509.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -527513.937500 Penalty: 4094.375488
	Iteration 54Q: 3 clusters Score -527513.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -527519.187500 Penalty: 4094.375488
	Iteration 55Q: 3 clusters Score -527519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -527523.375000 Penalty: 4094.375488
	Iteration 56Q: 3 clusters Score -527523.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -527531.750000 Penalty: 4094.375488
	Iteration 57Q: 3 clusters Score -527531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -527537.500000 Penalty: 4094.375488
	Iteration 58Q: 3 clusters Score -527537.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -527543.312500 Penalty: 4094.375488
	Iteration 59Q: 3 clusters Score -527543.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -527549.250000 Penalty: 4094.375488
	Iteration 60F: 3 clusters Score -527549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -527551.625000 Penalty: 4094.375488
	Iteration 61Q: 3 clusters Score -527551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -527555.812500 Penalty: 4094.375488
	Iteration 62Q: 3 clusters Score -527555.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -527560.875000 Penalty: 4094.375488
	Iteration 63Q: 3 clusters Score -527560.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -527566.750000 Penalty: 4094.375488
	Iteration 64Q: 3 clusters Score -527566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -527572.812500 Penalty: 4094.375488
	Iteration 65Q: 3 clusters Score -527572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -527577.125000 Penalty: 4094.375488
	Iteration 66Q: 3 clusters Score -527577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -527581.125000 Penalty: 4094.375488
	Iteration 67Q: 3 clusters Score -527581.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -527582.562500 Penalty: 4094.375488
	Iteration 68Q: 3 clusters Score -527582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -527584.250000 Penalty: 4094.375488
	Iteration 69Q: 3 clusters Score -527584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -527584.812500 Penalty: 4094.375488
	Iteration 70Q: 3 clusters Score -527584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -527586.250000 Penalty: 4094.375488
	Iteration 71Q: 3 clusters Score -527586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -527586.625000 Penalty: 4094.375488
	Iteration 72Q: 3 clusters Score -527586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -527588.562500 Penalty: 4094.375488
	Iteration 73Q: 3 clusters Score -527588.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -527592.750000 Penalty: 4094.375488
	Iteration 74Q: 3 clusters Score -527592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -527594.687500 Penalty: 4094.375488
	Iteration 75Q: 3 clusters Score -527594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -527597.375000 Penalty: 4094.375488
	Iteration 76Q: 3 clusters Score -527597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -527599.750000 Penalty: 4094.375488
	Iteration 77Q: 3 clusters Score -527599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -527602.312500 Penalty: 4094.375488
	Iteration 78Q: 3 clusters Score -527602.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -527603.937500 Penalty: 4094.375488
	Iteration 79Q: 3 clusters Score -527603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -527606.437500 Penalty: 4094.375488
	Iteration 80F: 3 clusters Score -527606.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -527610.625000 Penalty: 4094.375488
	Iteration 81Q: 3 clusters Score -527610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -527615.000000 Penalty: 4094.375488
	Iteration 82Q: 3 clusters Score -527615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -527617.437500 Penalty: 4094.375488
	Iteration 83Q: 3 clusters Score -527617.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -527621.250000 Penalty: 4094.375488
	Iteration 84Q: 3 clusters Score -527621.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -527623.500000 Penalty: 4094.375488
	Iteration 85Q: 3 clusters Score -527623.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -527626.437500 Penalty: 4094.375488
	Iteration 86Q: 3 clusters Score -527626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -527629.750000 Penalty: 4094.375488
	Iteration 87Q: 3 clusters Score -527629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -527632.125000 Penalty: 4094.375488
	Iteration 88Q: 3 clusters Score -527632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -527636.812500 Penalty: 4094.375488
	Iteration 89Q: 3 clusters Score -527636.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -527640.750000 Penalty: 4094.375488
	Iteration 90Q: 3 clusters Score -527640.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -527645.000000 Penalty: 4094.375488
	Iteration 91Q: 3 clusters Score -527645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -527646.437500 Penalty: 4094.375488
	Iteration 92Q: 3 clusters Score -527646.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -527648.687500 Penalty: 4094.375488
	Iteration 93Q: 3 clusters Score -527648.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -527650.625000 Penalty: 4094.375488
	Iteration 94Q: 3 clusters Score -527650.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -527651.562500 Penalty: 4094.375488
	Iteration 95Q: 3 clusters Score -527651.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -527654.750000 Penalty: 4094.375488
	Iteration 96Q: 3 clusters Score -527654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -527657.125000 Penalty: 4094.375488
	Iteration 97Q: 3 clusters Score -527657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -527660.437500 Penalty: 4094.375488
	Iteration 98Q: 3 clusters Score -527660.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -527664.062500 Penalty: 4094.375488
	Iteration 99Q: 3 clusters Score -527664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -527667.187500 Penalty: 4094.375488
	Iteration 100F: 3 clusters Score -527667.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -527669.562500 Penalty: 4094.375488
	Iteration 101Q: 3 clusters Score -527669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -527672.687500 Penalty: 4094.375488
	Iteration 102Q: 3 clusters Score -527672.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -527675.312500 Penalty: 4094.375488
	Iteration 103Q: 3 clusters Score -527675.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -527678.937500 Penalty: 4094.375488
	Iteration 104Q: 3 clusters Score -527678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -527681.687500 Penalty: 4094.375488
	Iteration 105Q: 3 clusters Score -527681.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -527684.875000 Penalty: 4094.375488
	Iteration 106Q: 3 clusters Score -527684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -527689.312500 Penalty: 4094.375488
	Iteration 107Q: 3 clusters Score -527689.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -527695.312500 Penalty: 4094.375488
	Iteration 108Q: 3 clusters Score -527695.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -527700.750000 Penalty: 4094.375488
	Iteration 109Q: 3 clusters Score -527700.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -527708.000000 Penalty: 4094.375488
	Iteration 110Q: 3 clusters Score -527708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -527711.875000 Penalty: 4094.375488
	Iteration 111Q: 3 clusters Score -527711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -527715.125000 Penalty: 4094.375488
	Iteration 112Q: 3 clusters Score -527715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -527717.937500 Penalty: 4094.375488
	Iteration 113Q: 3 clusters Score -527717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -527719.875000 Penalty: 4094.375488
	Iteration 114Q: 3 clusters Score -527719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -527720.687500 Penalty: 4094.375488
	Iteration 115Q: 3 clusters Score -527720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -527721.125000 Penalty: 4094.375488
	Iteration 116Q: 3 clusters Score -527721.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -527721.125000 Penalty: 4094.375488
	Iteration 117F: 3 clusters Score -527721.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -184016.437500 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -184016.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -181861.312500 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -181861.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182295.875000 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -182295.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182440.203125 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -182440.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182518.000000 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -182518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182569.531250 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -182569.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182588.250000 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -182588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -182602.875000 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -182602.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -182617.312500 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -182617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -182633.390625 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -182633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -182673.093750 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -182673.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182733.484375 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -182733.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -182760.234375 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -182760.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -182773.515625 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -182773.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182781.000000 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -182781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -182785.265625 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -182785.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182790.359375 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -182790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -182797.062500 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -182797.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -182809.453125 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -182809.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182822.640625 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -182822.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -182830.515625 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -182830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182840.875000 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -182840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -182851.531250 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -182851.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -182867.125000 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -182867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -182879.421875 Penalty: 3588.151855
	Iteration 23Q: 3 clusters Score -182879.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -182895.328125 Penalty: 3588.151855
	Iteration 24Q: 3 clusters Score -182895.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182908.359375 Penalty: 3588.151855
	Iteration 25Q: 3 clusters Score -182908.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182924.593750 Penalty: 3588.151855
	Iteration 26Q: 3 clusters Score -182924.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -182941.828125 Penalty: 3588.151855
	Iteration 27Q: 3 clusters Score -182941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -182965.296875 Penalty: 3588.151855
	Iteration 28Q: 3 clusters Score -182965.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -182977.406250 Penalty: 3588.151855
	Iteration 29Q: 3 clusters Score -182977.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -182984.875000 Penalty: 3588.151855
	Iteration 30Q: 3 clusters Score -182984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -182990.296875 Penalty: 3588.151855
	Iteration 31Q: 3 clusters Score -182990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -183004.140625 Penalty: 3588.151855
	Iteration 32Q: 3 clusters Score -183004.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -183020.281250 Penalty: 3588.151855
	Iteration 33Q: 3 clusters Score -183020.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -183025.656250 Penalty: 3588.151855
	Iteration 34Q: 3 clusters Score -183025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -183028.265625 Penalty: 3588.151855
	Iteration 35Q: 3 clusters Score -183028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -183030.031250 Penalty: 3588.151855
	Iteration 36Q: 3 clusters Score -183030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -183034.687500 Penalty: 3588.151855
	Iteration 37Q: 3 clusters Score -183034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -183035.671875 Penalty: 3588.151855
	Iteration 38Q: 3 clusters Score -183035.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -183035.671875 Penalty: 3588.151855
	Iteration 39F: 3 clusters Score -183035.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -127454.210938 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -127454.2 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 493 members 
Entering Unmasked Estep 
Score: -125520.000000 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -125520 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -126001.851562 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -126001.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -126267.296875 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -126267.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -126409.367188 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -126409.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -126524.046875 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -126524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -126657.906250 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -126657.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126702.335938 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -126702.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126723.578125 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -126723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126744.078125 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -126744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126782.054688 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -126782.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -126859.625000 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -126859.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126923.726562 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -126923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126971.281250 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -126971.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127004.531250 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -127004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127016.367188 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -127016.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -127027.281250 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -127027.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -127035.140625 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -127035.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127043.679688 Penalty: 3443.309814
	Iteration 17Q: 3 clusters Score -127043.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -127051.500000 Penalty: 3443.309814
	Iteration 18Q: 3 clusters Score -127051.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127053.750000 Penalty: 3443.309814
	Iteration 19Q: 3 clusters Score -127053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -127057.101562 Penalty: 3443.309814
	Iteration 20F: 3 clusters Score -127057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127060.625000 Penalty: 3443.309814
	Iteration 21Q: 3 clusters Score -127060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127060.625000 Penalty: 3443.309814
	Iteration 22F: 3 clusters Score -127060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60489 members 
Entering Unmasked Estep 
Score: -8530336.000000 Penalty: 2730.533691
	Iteration 0F: 2 clusters Score -8530336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -8489652.000000 Penalty: 5461.067383
	Iteration 0F: 3 clusters Score -8489652 nChanged 28091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -8505199.000000 Penalty: 5461.067383
	Iteration 1F: 3 clusters Score -8505199 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -8505734.000000 Penalty: 5461.067383
	Iteration 2Q: 3 clusters Score -8505734 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -8506293.000000 Penalty: 5461.067383
	Iteration 3Q: 3 clusters Score -8506293 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -8506921.000000 Penalty: 5461.067383
	Iteration 4Q: 3 clusters Score -8506921 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -8507592.000000 Penalty: 5461.067383
	Iteration 5Q: 3 clusters Score -8507592 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -8508343.000000 Penalty: 5461.067383
	Iteration 6Q: 3 clusters Score -8508343 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -8509185.000000 Penalty: 5461.067383
	Iteration 7Q: 3 clusters Score -8509185 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -8510195.000000 Penalty: 5461.067383
	Iteration 8Q: 3 clusters Score -8510195 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -8511476.000000 Penalty: 5461.067383
	Iteration 9Q: 3 clusters Score -8511476 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -8513101.000000 Penalty: 5461.067383
	Iteration 10F: 3 clusters Score -8513101 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -8515118.000000 Penalty: 5461.067383
	Iteration 11F: 3 clusters Score -8515118 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -8517253.000000 Penalty: 5461.067383
	Iteration 12F: 3 clusters Score -8517253 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -8518742.000000 Penalty: 5461.067383
	Iteration 13Q: 3 clusters Score -8518742 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -8519520.000000 Penalty: 5461.067383
	Iteration 14Q: 3 clusters Score -8519520 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -8519962.000000 Penalty: 5461.067383
	Iteration 15Q: 3 clusters Score -8519962 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -8520195.000000 Penalty: 5461.067383
	Iteration 16Q: 3 clusters Score -8520195 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -8520389.000000 Penalty: 5461.067383
	Iteration 17Q: 3 clusters Score -8520389 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -8520558.000000 Penalty: 5461.067383
	Iteration 18Q: 3 clusters Score -8520558 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -8520712.000000 Penalty: 5461.067383
	Iteration 19Q: 3 clusters Score -8520712 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8520867.000000 Penalty: 5461.067383
	Iteration 20F: 3 clusters Score -8520867 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8521030.000000 Penalty: 5461.067383
	Iteration 21Q: 3 clusters Score -8521030 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -8521225.000000 Penalty: 5461.067383
	Iteration 22Q: 3 clusters Score -8521225 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8521401.000000 Penalty: 5461.067383
	Iteration 23Q: 3 clusters Score -8521401 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8521616.000000 Penalty: 5461.067383
	Iteration 24Q: 3 clusters Score -8521616 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8521875.000000 Penalty: 5461.067383
	Iteration 25Q: 3 clusters Score -8521875 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8522068.000000 Penalty: 5461.067383
	Iteration 26Q: 3 clusters Score -8522068 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8522306.000000 Penalty: 5461.067383
	Iteration 27Q: 3 clusters Score -8522306 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8522578.000000 Penalty: 5461.067383
	Iteration 28Q: 3 clusters Score -8522578 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8522830.000000 Penalty: 5461.067383
	Iteration 29Q: 3 clusters Score -8522830 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -8523139.000000 Penalty: 5461.067383
	Iteration 30Q: 3 clusters Score -8523139 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -8523462.000000 Penalty: 5461.067383
	Iteration 31Q: 3 clusters Score -8523462 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -8523785.000000 Penalty: 5461.067383
	Iteration 32Q: 3 clusters Score -8523785 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -8524039.000000 Penalty: 5461.067383
	Iteration 33Q: 3 clusters Score -8524039 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -8524373.000000 Penalty: 5461.067383
	Iteration 34Q: 3 clusters Score -8524373 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -8524687.000000 Penalty: 5461.067383
	Iteration 35Q: 3 clusters Score -8524687 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -8525013.000000 Penalty: 5461.067383
	Iteration 36Q: 3 clusters Score -8525013 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -8525367.000000 Penalty: 5461.067383
	Iteration 37Q: 3 clusters Score -8525367 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -8525778.000000 Penalty: 5461.067383
	Iteration 38Q: 3 clusters Score -8525778 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -8526146.000000 Penalty: 5461.067383
	Iteration 39Q: 3 clusters Score -8526146 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -8526493.000000 Penalty: 5461.067383
	Iteration 40F: 3 clusters Score -8526493 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -8526809.000000 Penalty: 5461.067383
	Iteration 41Q: 3 clusters Score -8526809 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 56158 members 
Entering Unmasked Estep 
Score: -8527054.000000 Penalty: 5461.067383
	Iteration 42Q: 3 clusters Score -8527054 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -8527277.000000 Penalty: 5461.067383
	Iteration 43Q: 3 clusters Score -8527277 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -8527388.000000 Penalty: 5461.067383
	Iteration 44Q: 3 clusters Score -8527388 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -8527546.000000 Penalty: 5461.067383
	Iteration 45Q: 3 clusters Score -8527546 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 57654 members 
Entering Unmasked Estep 
Score: -8527679.000000 Penalty: 5461.067383
	Iteration 46Q: 3 clusters Score -8527679 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 57897 members 
Entering Unmasked Estep 
Score: -8527769.000000 Penalty: 5461.067383
	Iteration 47Q: 3 clusters Score -8527769 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -8527872.000000 Penalty: 5461.067383
	Iteration 48Q: 3 clusters Score -8527872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -8527961.000000 Penalty: 5461.067383
	Iteration 49Q: 3 clusters Score -8527961 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -8528031.000000 Penalty: 5461.067383
	Iteration 50Q: 3 clusters Score -8528031 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -8528111.000000 Penalty: 5461.067383
	Iteration 51Q: 3 clusters Score -8528111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -8528165.000000 Penalty: 5461.067383
	Iteration 52Q: 3 clusters Score -8528165 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -8528223.000000 Penalty: 5461.067383
	Iteration 53Q: 3 clusters Score -8528223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -8528252.000000 Penalty: 5461.067383
	Iteration 54Q: 3 clusters Score -8528252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -8528287.000000 Penalty: 5461.067383
	Iteration 55Q: 3 clusters Score -8528287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -8528298.000000 Penalty: 5461.067383
	Iteration 56Q: 3 clusters Score -8528298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -8528325.000000 Penalty: 5461.067383
	Iteration 57Q: 3 clusters Score -8528325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -8528337.000000 Penalty: 5461.067383
	Iteration 58Q: 3 clusters Score -8528337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -8528351.000000 Penalty: 5461.067383
	Iteration 59Q: 3 clusters Score -8528351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -8528369.000000 Penalty: 5461.067383
	Iteration 60F: 3 clusters Score -8528369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -8528374.000000 Penalty: 5461.067383
	Iteration 61Q: 3 clusters Score -8528374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -8528396.000000 Penalty: 5461.067383
	Iteration 62Q: 3 clusters Score -8528396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -8528391.000000 Penalty: 5461.067383
	Iteration 63Q: 3 clusters Score -8528391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -8528411.000000 Penalty: 5461.067383
	Iteration 64Q: 3 clusters Score -8528411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8528421.000000 Penalty: 5461.067383
	Iteration 65Q: 3 clusters Score -8528421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -8528421.000000 Penalty: 5461.067383
	Iteration 66Q: 3 clusters Score -8528421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
Score: -8528444.000000 Penalty: 5461.067383
	Iteration 67Q: 3 clusters Score -8528444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -8528451.000000 Penalty: 5461.067383
	Iteration 68Q: 3 clusters Score -8528451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
Score: -8528454.000000 Penalty: 5461.067383
	Iteration 69Q: 3 clusters Score -8528454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 59564 members 
Entering Unmasked Estep 
Score: -8528453.000000 Penalty: 5461.067383
	Iteration 70Q: 3 clusters Score -8528453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 59573 members 
Entering Unmasked Estep 
Score: -8528464.000000 Penalty: 5461.067383
	Iteration 71Q: 3 clusters Score -8528464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -8528458.000000 Penalty: 5461.067383
	Iteration 72Q: 3 clusters Score -8528458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -8528460.000000 Penalty: 5461.067383
	Iteration 73Q: 3 clusters Score -8528460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -8528476.000000 Penalty: 5461.067383
	Iteration 74Q: 3 clusters Score -8528476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 59608 members 
Entering Unmasked Estep 
Score: -8528477.000000 Penalty: 5461.067383
	Iteration 75Q: 3 clusters Score -8528477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 59623 members 
Entering Unmasked Estep 
Score: -8528491.000000 Penalty: 5461.067383
	Iteration 76Q: 3 clusters Score -8528491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 59633 members 
Entering Unmasked Estep 
Score: -8528492.000000 Penalty: 5461.067383
	Iteration 77Q: 3 clusters Score -8528492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -8528503.000000 Penalty: 5461.067383
	Iteration 78Q: 3 clusters Score -8528503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -8528503.000000 Penalty: 5461.067383
	Iteration 79Q: 3 clusters Score -8528503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -8528514.000000 Penalty: 5461.067383
	Iteration 80F: 3 clusters Score -8528514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -8528517.000000 Penalty: 5461.067383
	Iteration 81Q: 3 clusters Score -8528517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -8528520.000000 Penalty: 5461.067383
	Iteration 82Q: 3 clusters Score -8528520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -8528513.000000 Penalty: 5461.067383
	Iteration 83Q: 3 clusters Score -8528513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59662 members 
Entering Unmasked Estep 
Score: -8528516.000000 Penalty: 5461.067383
	Iteration 84Q: 3 clusters Score -8528516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -8528512.000000 Penalty: 5461.067383
	Iteration 85Q: 3 clusters Score -8528512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -8528512.000000 Penalty: 5461.067383
	Iteration 86Q: 3 clusters Score -8528512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8528512.000000 Penalty: 5461.067383
	Iteration 87Q: 3 clusters Score -8528512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 59668 members 
Entering Unmasked Estep 
Score: -8528512.000000 Penalty: 5461.067383
	Iteration 88F: 3 clusters Score -8528512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (84747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Entering Unmasked Estep 
Score: -11931625.000000 Penalty: 2814.161621
	Iteration 0F: 2 clusters Score -1.193162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -11875175.000000 Penalty: 5628.323242
	Iteration 0F: 3 clusters Score -1.187518e+07 nChanged 39860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -11897711.000000 Penalty: 5628.323242
	Iteration 1F: 3 clusters Score -1.189771e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -11898578.000000 Penalty: 5628.323242
	Iteration 2Q: 3 clusters Score -1.189858e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -11899274.000000 Penalty: 5628.323242
	Iteration 3Q: 3 clusters Score -1.189927e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -11900220.000000 Penalty: 5628.323242
	Iteration 4Q: 3 clusters Score -1.190022e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -11901406.000000 Penalty: 5628.323242
	Iteration 5Q: 3 clusters Score -1.190141e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -11903273.000000 Penalty: 5628.323242
	Iteration 6Q: 3 clusters Score -1.190327e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57969 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -11906331.000000 Penalty: 5628.323242
	Iteration 7F: 3 clusters Score -1.190633e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -11910887.000000 Penalty: 5628.323242
	Iteration 8F: 3 clusters Score -1.191089e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70290 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -11916515.000000 Penalty: 5628.323242
	Iteration 9F: 3 clusters Score -1.191652e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -11921443.000000 Penalty: 5628.323242
	Iteration 10F: 3 clusters Score -1.192144e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11925191.000000 Penalty: 5628.323242
	Iteration 11Q: 3 clusters Score -1.192519e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -11927246.000000 Penalty: 5628.323242
	Iteration 12Q: 3 clusters Score -1.192725e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83148 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -11928164.000000 Penalty: 5628.323242
	Iteration 13Q: 3 clusters Score -1.192816e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83662 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -11928649.000000 Penalty: 5628.323242
	Iteration 14Q: 3 clusters Score -1.192865e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83931 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11928870.000000 Penalty: 5628.323242
	Iteration 15Q: 3 clusters Score -1.192887e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11929026.000000 Penalty: 5628.323242
	Iteration 16Q: 3 clusters Score -1.192903e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84158 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11929082.000000 Penalty: 5628.323242
	Iteration 17Q: 3 clusters Score -1.192908e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84206 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11929113.000000 Penalty: 5628.323242
	Iteration 18Q: 3 clusters Score -1.192911e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11929147.000000 Penalty: 5628.323242
	Iteration 19Q: 3 clusters Score -1.192915e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -11929170.000000 Penalty: 5628.323242
	Iteration 20F: 3 clusters Score -1.192917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84268 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -11929185.000000 Penalty: 5628.323242
	Iteration 21Q: 3 clusters Score -1.192918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11929221.000000 Penalty: 5628.323242
	Iteration 22Q: 3 clusters Score -1.192922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11929235.000000 Penalty: 5628.323242
	Iteration 23Q: 3 clusters Score -1.192924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -11929236.000000 Penalty: 5628.323242
	Iteration 24Q: 3 clusters Score -1.192924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84309 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -11929226.000000 Penalty: 5628.323242
	Iteration 25Q: 3 clusters Score -1.192923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -11929225.000000 Penalty: 5628.323242
	Iteration 26Q: 3 clusters Score -1.192922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84316 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11929237.000000 Penalty: 5628.323242
	Iteration 27Q: 3 clusters Score -1.192924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11929238.000000 Penalty: 5628.323242
	Iteration 28Q: 3 clusters Score -1.192924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11929253.000000 Penalty: 5628.323242
	Iteration 29Q: 3 clusters Score -1.192925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11929252.000000 Penalty: 5628.323242
	Iteration 30Q: 3 clusters Score -1.192925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11929257.000000 Penalty: 5628.323242
	Iteration 31Q: 3 clusters Score -1.192926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11929262.000000 Penalty: 5628.323242
	Iteration 32Q: 3 clusters Score -1.192926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11929267.000000 Penalty: 5628.323242
	Iteration 33Q: 3 clusters Score -1.192927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11929269.000000 Penalty: 5628.323242
	Iteration 34Q: 3 clusters Score -1.192927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84343 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11929271.000000 Penalty: 5628.323242
	Iteration 35Q: 3 clusters Score -1.192927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11929274.000000 Penalty: 5628.323242
	Iteration 36Q: 3 clusters Score -1.192927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84344 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11929274.000000 Penalty: 5628.323242
	Iteration 37F: 3 clusters Score -1.192927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173809 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24893 members 
Mstep: Class 7 contains 158380 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 12 contains 22434 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 23719 members 
Mstep: Class 15 contains 3846 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60489 members 
Mstep: Class 21 contains 84747 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 18 clusters Score -8.492465e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 25498 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173701 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24889 members 
Mstep: Class 7 contains 158354 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22376 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 24059 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60551 members 
Mstep: Class 21 contains 84559 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 18 clusters Score -8.492459e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 25514 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173585 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24903 members 
Mstep: Class 7 contains 158263 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22323 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 24402 members 
Mstep: Class 15 contains 3845 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60625 members 
Mstep: Class 21 contains 84397 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 18 clusters Score -8.492446e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 25530 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173492 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24925 members 
Mstep: Class 7 contains 158184 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22275 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 24734 members 
Mstep: Class 15 contains 3844 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60674 members 
Mstep: Class 21 contains 84225 members 
Entering Unmasked Estep 
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Iteration 82Q: 18 clusters Score -8.492457e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 25547 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173349 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24941 members 
Mstep: Class 7 contains 158175 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22224 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 3843 members 
Mstep: Class 17 contains 1385 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60731 members 
Mstep: Class 21 contains 84057 members 
Entering Unmasked Estep 
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Iteration 83Q: 18 clusters Score -8.492462e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 25575 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 173143 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24958 members 
Mstep: Class 7 contains 158195 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22179 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 25371 members 
Mstep: Class 15 contains 3839 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60799 members 
Mstep: Class 21 contains 83908 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 18 clusters Score -8.492478e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 25603 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172926 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24979 members 
Mstep: Class 7 contains 158240 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22160 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 25644 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 17 contains 1384 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60869 members 
Mstep: Class 21 contains 83748 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 18 clusters Score -8.49248e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 25641 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172741 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25004 members 
Mstep: Class 7 contains 158220 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22141 members 
Mstep: Class 13 contains 2091 members 
Mstep: Class 14 contains 25903 members 
Mstep: Class 15 contains 3836 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60926 members 
Mstep: Class 21 contains 83614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 18 clusters Score -8.49249e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 25666 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172540 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25030 members 
Mstep: Class 7 contains 158271 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22114 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 26149 members 
Mstep: Class 15 contains 3837 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 60968 members 
Mstep: Class 21 contains 83464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 18 clusters Score -8.492495e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 25697 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172346 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25053 members 
Mstep: Class 7 contains 158346 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22087 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 26373 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61016 members 
Mstep: Class 21 contains 83320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 18 clusters Score -8.492505e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 25719 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172196 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25084 members 
Mstep: Class 7 contains 158420 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22060 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 26573 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61041 members 
Mstep: Class 21 contains 83165 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 18 clusters Score -8.492494e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 25741 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 172033 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25108 members 
Mstep: Class 7 contains 158502 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22033 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 26771 members 
Mstep: Class 15 contains 3834 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61068 members 
Mstep: Class 21 contains 83016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924912.000000 Penalty: 56202.902344
Iteration 90Q: 18 clusters Score -8.492491e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 25759 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171859 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25135 members 
Mstep: Class 7 contains 158549 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 22007 members 
Mstep: Class 13 contains 2100 members 
Mstep: Class 14 contains 26959 members 
Mstep: Class 15 contains 3831 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61117 members 
Mstep: Class 21 contains 82889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925160.000000 Penalty: 56202.902344
Iteration 91Q: 18 clusters Score -8.492516e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 25785 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171683 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25171 members 
Mstep: Class 7 contains 158585 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21970 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 27151 members 
Mstep: Class 15 contains 3826 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61170 members 
Mstep: Class 21 contains 82768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925016.000000 Penalty: 56202.902344
Iteration 92Q: 18 clusters Score -8.492502e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 25809 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171514 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25211 members 
Mstep: Class 7 contains 158595 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21934 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 27352 members 
Mstep: Class 15 contains 3824 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61202 members 
Mstep: Class 21 contains 82662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925032.000000 Penalty: 56202.902344
Iteration 93Q: 18 clusters Score -8.492503e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 25826 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171334 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25245 members 
Mstep: Class 7 contains 158696 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21895 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 27510 members 
Mstep: Class 15 contains 3821 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61216 members 
Mstep: Class 21 contains 82546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925136.000000 Penalty: 56202.902344
Iteration 94Q: 18 clusters Score -8.492514e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 25843 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171193 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25268 members 
Mstep: Class 7 contains 158745 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21850 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 27670 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61240 members 
Mstep: Class 21 contains 82444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925192.000000 Penalty: 56202.902344
Iteration 95Q: 18 clusters Score -8.492519e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 25862 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 171035 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25293 members 
Mstep: Class 7 contains 158782 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21816 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 27818 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61289 members 
Mstep: Class 21 contains 82345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925280.000000 Penalty: 56202.902344
Iteration 96Q: 18 clusters Score -8.492528e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 25879 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170841 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25318 members 
Mstep: Class 7 contains 158836 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21775 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 27994 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61328 members 
Mstep: Class 21 contains 82245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925352.000000 Penalty: 56202.902344
Iteration 97Q: 18 clusters Score -8.492535e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 25897 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170683 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25356 members 
Mstep: Class 7 contains 158883 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21750 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 28146 members 
Mstep: Class 15 contains 3815 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61368 members 
Mstep: Class 21 contains 82136 members 
Entering Unmasked Estep 
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Iteration 98Q: 18 clusters Score -8.49254e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 25902 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170554 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25397 members 
Mstep: Class 7 contains 158930 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21730 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 28277 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61416 members 
Mstep: Class 21 contains 82026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925552.000000 Penalty: 56202.902344
Iteration 99Q: 18 clusters Score -8.492555e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 25906 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170479 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25444 members 
Mstep: Class 7 contains 158922 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21699 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 28431 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61459 members 
Mstep: Class 21 contains 81910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925472.000000 Penalty: 56202.902344
Iteration 100F: 18 clusters Score -8.492547e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 25916 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170384 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25495 members 
Mstep: Class 7 contains 158919 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21661 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 28571 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61502 members 
Mstep: Class 21 contains 81810 members 
Entering Unmasked Estep 
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Iteration 101Q: 18 clusters Score -8.492547e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 25930 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170272 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25534 members 
Mstep: Class 7 contains 158914 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21627 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61540 members 
Mstep: Class 21 contains 81735 members 
Entering Unmasked Estep 
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Iteration 102Q: 18 clusters Score -8.49257e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 25942 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170185 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25576 members 
Mstep: Class 7 contains 158904 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21600 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 28810 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61583 members 
Mstep: Class 21 contains 81652 members 
Entering Unmasked Estep 
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Iteration 103Q: 18 clusters Score -8.492574e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 25951 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170103 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25612 members 
Mstep: Class 7 contains 158905 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21583 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 28896 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61624 members 
Mstep: Class 21 contains 81580 members 
Entering Unmasked Estep 
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Iteration 104Q: 18 clusters Score -8.492571e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 25962 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 170025 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25639 members 
Mstep: Class 7 contains 158915 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21559 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 28985 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61669 members 
Mstep: Class 21 contains 81503 members 
Entering Unmasked Estep 
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Score: -84925584.000000 Penalty: 56202.902344
Iteration 105Q: 18 clusters Score -8.492558e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 25969 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169985 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25672 members 
Mstep: Class 7 contains 158869 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21538 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 29071 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61720 members 
Mstep: Class 21 contains 81433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925600.000000 Penalty: 56202.902344
Iteration 106Q: 18 clusters Score -8.49256e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 25982 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169931 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25692 members 
Mstep: Class 7 contains 158834 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21514 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 29152 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61752 members 
Mstep: Class 21 contains 81388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925608.000000 Penalty: 56202.902344
Iteration 107Q: 18 clusters Score -8.492561e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 25983 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169863 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25705 members 
Mstep: Class 7 contains 158837 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 29239 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61787 members 
Mstep: Class 21 contains 81334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925640.000000 Penalty: 56202.902344
Iteration 108Q: 18 clusters Score -8.492564e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 25996 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169768 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25728 members 
Mstep: Class 7 contains 158845 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 29314 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61825 members 
Mstep: Class 21 contains 81287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925584.000000 Penalty: 56202.902344
Iteration 109Q: 18 clusters Score -8.492558e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 26010 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169702 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25774 members 
Mstep: Class 7 contains 158850 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21449 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 29383 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61863 members 
Mstep: Class 21 contains 81206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925600.000000 Penalty: 56202.902344
Iteration 110Q: 18 clusters Score -8.49256e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 26021 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169645 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25813 members 
Mstep: Class 7 contains 158829 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 29437 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61898 members 
Mstep: Class 21 contains 81157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925800.000000 Penalty: 56202.902344
Iteration 111Q: 18 clusters Score -8.49258e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 26028 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169598 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25850 members 
Mstep: Class 7 contains 158793 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21406 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 29494 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61935 members 
Mstep: Class 21 contains 81111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925792.000000 Penalty: 56202.902344
Iteration 112Q: 18 clusters Score -8.492579e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 26038 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169531 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25879 members 
Mstep: Class 7 contains 158794 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21395 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 29548 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61978 members 
Mstep: Class 21 contains 81058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925936.000000 Penalty: 56202.902344
Iteration 113Q: 18 clusters Score -8.492594e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 26046 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169491 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25896 members 
Mstep: Class 7 contains 158788 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29604 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62008 members 
Mstep: Class 21 contains 81013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926000.000000 Penalty: 56202.902344
Iteration 114Q: 18 clusters Score -8.4926e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 26053 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169451 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 158773 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29661 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62031 members 
Mstep: Class 21 contains 80971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926008.000000 Penalty: 56202.902344
Iteration 115Q: 18 clusters Score -8.492601e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 26061 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169403 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 158762 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21357 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29722 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1389 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62045 members 
Mstep: Class 21 contains 80944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925992.000000 Penalty: 56202.902344
Iteration 116Q: 18 clusters Score -8.492599e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 26071 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169357 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 158757 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21338 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29772 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62064 members 
Mstep: Class 21 contains 80922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926176.000000 Penalty: 56202.902344
Iteration 117Q: 18 clusters Score -8.492618e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 26077 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169328 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 25985 members 
Mstep: Class 7 contains 158755 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21325 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29818 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62078 members 
Mstep: Class 21 contains 80885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926192.000000 Penalty: 56202.902344
Iteration 118Q: 18 clusters Score -8.492619e+07 nChanged 307
Entering ConstructFrom: 
Score: -84926192.000000 Penalty: 56202.902344
Entering ConstructFrom: 
Trying to split cluster 1 (31616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Entering Unmasked Estep 
Score: -4479607.000000 Penalty: 2569.631836
	Iteration 0F: 2 clusters Score -4479607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4457959.000000 Penalty: 5139.263672
	Iteration 0F: 3 clusters Score -4457959 nChanged 14334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4465952.500000 Penalty: 5139.263672
	Iteration 1F: 3 clusters Score -4465952 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4466525.000000 Penalty: 5139.263672
	Iteration 2Q: 3 clusters Score -4466525 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4467181.000000 Penalty: 5139.263672
	Iteration 3Q: 3 clusters Score -4467181 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4467981.500000 Penalty: 5139.263672
	Iteration 4F: 3 clusters Score -4467982 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -4468995.500000 Penalty: 5139.263672
	Iteration 5F: 3 clusters Score -4468996 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4470317.000000 Penalty: 5139.263672
	Iteration 6F: 3 clusters Score -4470317 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -4471896.500000 Penalty: 5139.263672
	Iteration 7F: 3 clusters Score -4471896 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4473688.500000 Penalty: 5139.263672
	Iteration 8F: 3 clusters Score -4473688 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4475095.000000 Penalty: 5139.263672
	Iteration 9Q: 3 clusters Score -4475095 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4475862.000000 Penalty: 5139.263672
	Iteration 10Q: 3 clusters Score -4475862 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4476223.000000 Penalty: 5139.263672
	Iteration 11Q: 3 clusters Score -4476223 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4476412.500000 Penalty: 5139.263672
	Iteration 12Q: 3 clusters Score -4476412 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -4476570.500000 Penalty: 5139.263672
	Iteration 13Q: 3 clusters Score -4476570 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4476669.000000 Penalty: 5139.263672
	Iteration 14Q: 3 clusters Score -4476669 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4476756.500000 Penalty: 5139.263672
	Iteration 15Q: 3 clusters Score -4476756 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4476845.500000 Penalty: 5139.263672
	Iteration 16Q: 3 clusters Score -4476846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4476900.500000 Penalty: 5139.263672
	Iteration 17Q: 3 clusters Score -4476900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4476960.500000 Penalty: 5139.263672
	Iteration 18Q: 3 clusters Score -4476960 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -4477042.000000 Penalty: 5139.263672
	Iteration 19Q: 3 clusters Score -4477042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -4477098.000000 Penalty: 5139.263672
	Iteration 20F: 3 clusters Score -4477098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4477160.000000 Penalty: 5139.263672
	Iteration 21Q: 3 clusters Score -4477160 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -4477197.000000 Penalty: 5139.263672
	Iteration 22Q: 3 clusters Score -4477197 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -4477239.000000 Penalty: 5139.263672
	Iteration 23Q: 3 clusters Score -4477239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4477273.000000 Penalty: 5139.263672
	Iteration 24Q: 3 clusters Score -4477273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4477288.000000 Penalty: 5139.263672
	Iteration 25Q: 3 clusters Score -4477288 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -4477310.000000 Penalty: 5139.263672
	Iteration 26Q: 3 clusters Score -4477310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -4477325.000000 Penalty: 5139.263672
	Iteration 27Q: 3 clusters Score -4477325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4477332.000000 Penalty: 5139.263672
	Iteration 28Q: 3 clusters Score -4477332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -4477349.000000 Penalty: 5139.263672
	Iteration 29Q: 3 clusters Score -4477349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4477363.000000 Penalty: 5139.263672
	Iteration 30Q: 3 clusters Score -4477363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -4477365.500000 Penalty: 5139.263672
	Iteration 31Q: 3 clusters Score -4477366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4477371.000000 Penalty: 5139.263672
	Iteration 32Q: 3 clusters Score -4477371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4477375.000000 Penalty: 5139.263672
	Iteration 33Q: 3 clusters Score -4477375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -4477390.000000 Penalty: 5139.263672
	Iteration 34Q: 3 clusters Score -4477390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4477393.000000 Penalty: 5139.263672
	Iteration 35Q: 3 clusters Score -4477393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4477404.000000 Penalty: 5139.263672
	Iteration 36Q: 3 clusters Score -4477404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -4477413.500000 Penalty: 5139.263672
	Iteration 37Q: 3 clusters Score -4477414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -4477422.000000 Penalty: 5139.263672
	Iteration 38Q: 3 clusters Score -4477422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -4477428.500000 Penalty: 5139.263672
	Iteration 39Q: 3 clusters Score -4477428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4477432.500000 Penalty: 5139.263672
	Iteration 40F: 3 clusters Score -4477432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -4477439.500000 Penalty: 5139.263672
	Iteration 41Q: 3 clusters Score -4477440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4477445.500000 Penalty: 5139.263672
	Iteration 42Q: 3 clusters Score -4477446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -4477464.000000 Penalty: 5139.263672
	Iteration 43Q: 3 clusters Score -4477464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -4477470.500000 Penalty: 5139.263672
	Iteration 44Q: 3 clusters Score -4477470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -4477473.000000 Penalty: 5139.263672
	Iteration 45Q: 3 clusters Score -4477473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -4477484.000000 Penalty: 5139.263672
	Iteration 46Q: 3 clusters Score -4477484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4477489.500000 Penalty: 5139.263672
	Iteration 47Q: 3 clusters Score -4477490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -4477494.000000 Penalty: 5139.263672
	Iteration 48Q: 3 clusters Score -4477494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4477489.000000 Penalty: 5139.263672
	Iteration 49Q: 3 clusters Score -4477489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -4477493.000000 Penalty: 5139.263672
	Iteration 50Q: 3 clusters Score -4477493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4477494.500000 Penalty: 5139.263672
	Iteration 51Q: 3 clusters Score -4477494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -4477494.000000 Penalty: 5139.263672
	Iteration 52Q: 3 clusters Score -4477494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -4477498.500000 Penalty: 5139.263672
	Iteration 53Q: 3 clusters Score -4477498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4477497.000000 Penalty: 5139.263672
	Iteration 54Q: 3 clusters Score -4477497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4477502.500000 Penalty: 5139.263672
	Iteration 55Q: 3 clusters Score -4477502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -4477500.000000 Penalty: 5139.263672
	Iteration 56Q: 3 clusters Score -4477500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4477504.000000 Penalty: 5139.263672
	Iteration 57Q: 3 clusters Score -4477504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4477506.500000 Penalty: 5139.263672
	Iteration 58Q: 3 clusters Score -4477506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -4477506.000000 Penalty: 5139.263672
	Iteration 59Q: 3 clusters Score -4477506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -4477513.000000 Penalty: 5139.263672
	Iteration 60F: 3 clusters Score -4477513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4477515.000000 Penalty: 5139.263672
	Iteration 61Q: 3 clusters Score -4477515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4477512.000000 Penalty: 5139.263672
	Iteration 62Q: 3 clusters Score -4477512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -4477516.500000 Penalty: 5139.263672
	Iteration 63Q: 3 clusters Score -4477516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4477512.500000 Penalty: 5139.263672
	Iteration 64Q: 3 clusters Score -4477512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4477519.500000 Penalty: 5139.263672
	Iteration 65Q: 3 clusters Score -4477520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4477520.500000 Penalty: 5139.263672
	Iteration 66Q: 3 clusters Score -4477520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4477519.000000 Penalty: 5139.263672
	Iteration 67Q: 3 clusters Score -4477519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4477519.000000 Penalty: 5139.263672
	Iteration 68F: 3 clusters Score -4477519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Entering Unmasked Estep 
Score: -3550499.000000 Penalty: 2521.921631
	Iteration 0F: 2 clusters Score -3550499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3532519.500000 Penalty: 5043.843262
	Iteration 0F: 3 clusters Score -3532520 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -3538771.250000 Penalty: 5043.843262
	Iteration 1F: 3 clusters Score -3538771 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3539212.750000 Penalty: 5043.843262
	Iteration 2Q: 3 clusters Score -3539213 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -3539572.250000 Penalty: 5043.843262
	Iteration 3Q: 3 clusters Score -3539572 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -3539979.000000 Penalty: 5043.843262
	Iteration 4Q: 3 clusters Score -3539979 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3540500.500000 Penalty: 5043.843262
	Iteration 5Q: 3 clusters Score -3540500 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3541163.250000 Penalty: 5043.843262
	Iteration 6Q: 3 clusters Score -3541163 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3541884.250000 Penalty: 5043.843262
	Iteration 7F: 3 clusters Score -3541884 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3542591.750000 Penalty: 5043.843262
	Iteration 8F: 3 clusters Score -3542592 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -3543284.750000 Penalty: 5043.843262
	Iteration 9F: 3 clusters Score -3543285 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3543923.750000 Penalty: 5043.843262
	Iteration 10F: 3 clusters Score -3543924 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3544506.500000 Penalty: 5043.843262
	Iteration 11Q: 3 clusters Score -3544506 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3545009.750000 Penalty: 5043.843262
	Iteration 12Q: 3 clusters Score -3545010 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3545413.250000 Penalty: 5043.843262
	Iteration 13Q: 3 clusters Score -3545413 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3545761.000000 Penalty: 5043.843262
	Iteration 14Q: 3 clusters Score -3545761 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3546103.000000 Penalty: 5043.843262
	Iteration 15Q: 3 clusters Score -3546103 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3546429.000000 Penalty: 5043.843262
	Iteration 16Q: 3 clusters Score -3546429 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3546819.250000 Penalty: 5043.843262
	Iteration 17Q: 3 clusters Score -3546819 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3547248.250000 Penalty: 5043.843262
	Iteration 18Q: 3 clusters Score -3547248 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3547731.750000 Penalty: 5043.843262
	Iteration 19Q: 3 clusters Score -3547732 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3548159.750000 Penalty: 5043.843262
	Iteration 20F: 3 clusters Score -3548160 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3548546.000000 Penalty: 5043.843262
	Iteration 21Q: 3 clusters Score -3548546 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -3548823.750000 Penalty: 5043.843262
	Iteration 22Q: 3 clusters Score -3548824 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -3549032.750000 Penalty: 5043.843262
	Iteration 23Q: 3 clusters Score -3549033 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3549258.750000 Penalty: 5043.843262
	Iteration 24Q: 3 clusters Score -3549259 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -3549482.250000 Penalty: 5043.843262
	Iteration 25Q: 3 clusters Score -3549482 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3549702.250000 Penalty: 5043.843262
	Iteration 26Q: 3 clusters Score -3549702 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3549928.000000 Penalty: 5043.843262
	Iteration 27Q: 3 clusters Score -3549928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3550025.000000 Penalty: 5043.843262
	Iteration 28Q: 3 clusters Score -3550025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3550063.000000 Penalty: 5043.843262
	Iteration 29Q: 3 clusters Score -3550063 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3550086.750000 Penalty: 5043.843262
	Iteration 30Q: 3 clusters Score -3550087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -3550093.500000 Penalty: 5043.843262
	Iteration 31Q: 3 clusters Score -3550094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3550105.250000 Penalty: 5043.843262
	Iteration 32Q: 3 clusters Score -3550105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3550124.000000 Penalty: 5043.843262
	Iteration 33Q: 3 clusters Score -3550124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3550122.250000 Penalty: 5043.843262
	Iteration 34Q: 3 clusters Score -3550122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3550127.500000 Penalty: 5043.843262
	Iteration 35Q: 3 clusters Score -3550128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3550124.000000 Penalty: 5043.843262
	Iteration 36Q: 3 clusters Score -3550124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3550129.250000 Penalty: 5043.843262
	Iteration 37Q: 3 clusters Score -3550129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3550129.750000 Penalty: 5043.843262
	Iteration 38Q: 3 clusters Score -3550130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3550133.750000 Penalty: 5043.843262
	Iteration 39Q: 3 clusters Score -3550134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3550136.750000 Penalty: 5043.843262
	Iteration 40F: 3 clusters Score -3550137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 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 110 members 
Entering Unmasked Estep 
Score: -24599.316406 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24599.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24753.970703 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24753.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24804.433594 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24804.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24822.291016 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24822.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24838.322266 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24838.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24855.953125 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24855.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24873.140625 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -24873.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24880.199219 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -24880.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24880.199219 Penalty: 2695.126221
	Iteration 8F: 3 clusters Score -24880.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (169291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169291 members 
Entering Unmasked Estep 
Score: -23573140.000000 Penalty: 2985.764893
	Iteration 0F: 2 clusters Score -2.357314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84746 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -23467650.000000 Penalty: 5971.529785
	Iteration 0F: 3 clusters Score -2.346765e+07 nChanged 81019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 83692 members 
Entering Unmasked Estep 
Score: -23515602.000000 Penalty: 5971.529785
	Iteration 1F: 3 clusters Score -2.35156e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86813 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -23517652.000000 Penalty: 5971.529785
	Iteration 2Q: 3 clusters Score -2.351765e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 80148 members 
Entering Unmasked Estep 
Score: -23520664.000000 Penalty: 5971.529785
	Iteration 3Q: 3 clusters Score -2.352066e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92849 members 
Mstep: Class 2 contains 76442 members 
Entering Unmasked Estep 
Score: -23525460.000000 Penalty: 5971.529785
	Iteration 4F: 3 clusters Score -2.352546e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 70795 members 
Entering Unmasked Estep 
Score: -23532340.000000 Penalty: 5971.529785
	Iteration 5F: 3 clusters Score -2.353234e+07 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105915 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -23542624.000000 Penalty: 5971.529785
	Iteration 6F: 3 clusters Score -2.354262e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -23554516.000000 Penalty: 5971.529785
	Iteration 7F: 3 clusters Score -2.355452e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118834 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -23563192.000000 Penalty: 5971.529785
	Iteration 8F: 3 clusters Score -2.356319e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122156 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -23566210.000000 Penalty: 5971.529785
	Iteration 9Q: 3 clusters Score -2.356621e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124744 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -23567412.000000 Penalty: 5971.529785
	Iteration 10Q: 3 clusters Score -2.356741e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127009 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -23568132.000000 Penalty: 5971.529785
	Iteration 11Q: 3 clusters Score -2.356813e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -23568800.000000 Penalty: 5971.529785
	Iteration 12Q: 3 clusters Score -2.35688e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130974 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -23569336.000000 Penalty: 5971.529785
	Iteration 13Q: 3 clusters Score -2.356934e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132797 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -23569748.000000 Penalty: 5971.529785
	Iteration 14Q: 3 clusters Score -2.356975e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134529 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -23570090.000000 Penalty: 5971.529785
	Iteration 15Q: 3 clusters Score -2.357009e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136161 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -23570444.000000 Penalty: 5971.529785
	Iteration 16Q: 3 clusters Score -2.357044e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137736 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -23570820.000000 Penalty: 5971.529785
	Iteration 17Q: 3 clusters Score -2.357082e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139245 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -23571322.000000 Penalty: 5971.529785
	Iteration 18Q: 3 clusters Score -2.357132e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -23571572.000000 Penalty: 5971.529785
	Iteration 19Q: 3 clusters Score -2.357157e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -23571896.000000 Penalty: 5971.529785
	Iteration 20F: 3 clusters Score -2.35719e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143465 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -23572238.000000 Penalty: 5971.529785
	Iteration 21Q: 3 clusters Score -2.357224e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -23572670.000000 Penalty: 5971.529785
	Iteration 22Q: 3 clusters Score -2.357267e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146255 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -23573186.000000 Penalty: 5971.529785
	Iteration 23Q: 3 clusters Score -2.357319e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147609 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -23573630.000000 Penalty: 5971.529785
	Iteration 24Q: 3 clusters Score -2.357363e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -23573942.000000 Penalty: 5971.529785
	Iteration 25Q: 3 clusters Score -2.357394e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -23574436.000000 Penalty: 5971.529785
	Iteration 26Q: 3 clusters Score -2.357444e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152194 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -23574722.000000 Penalty: 5971.529785
	Iteration 27Q: 3 clusters Score -2.357472e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -23575002.000000 Penalty: 5971.529785
	Iteration 28Q: 3 clusters Score -2.3575e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155447 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -23575080.000000 Penalty: 5971.529785
	Iteration 29Q: 3 clusters Score -2.357508e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156886 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -23575126.000000 Penalty: 5971.529785
	Iteration 30Q: 3 clusters Score -2.357513e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158255 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -23575062.000000 Penalty: 5971.529785
	Iteration 31Q: 3 clusters Score -2.357506e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159471 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -23574658.000000 Penalty: 5971.529785
	Iteration 32Q: 3 clusters Score -2.357466e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160598 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -23574242.000000 Penalty: 5971.529785
	Iteration 33Q: 3 clusters Score -2.357424e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161576 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -23574064.000000 Penalty: 5971.529785
	Iteration 34Q: 3 clusters Score -2.357406e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162431 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -23573782.000000 Penalty: 5971.529785
	Iteration 35Q: 3 clusters Score -2.357378e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163150 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -23573488.000000 Penalty: 5971.529785
	Iteration 36Q: 3 clusters Score -2.357349e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -23573146.000000 Penalty: 5971.529785
	Iteration 37Q: 3 clusters Score -2.357315e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -23573004.000000 Penalty: 5971.529785
	Iteration 38Q: 3 clusters Score -2.3573e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -23572918.000000 Penalty: 5971.529785
	Iteration 39Q: 3 clusters Score -2.357292e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -23572900.000000 Penalty: 5971.529785
	Iteration 40F: 3 clusters Score -2.35729e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165236 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -23572856.000000 Penalty: 5971.529785
	Iteration 41Q: 3 clusters Score -2.357286e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165490 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -23572724.000000 Penalty: 5971.529785
	Iteration 42Q: 3 clusters Score -2.357272e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -23572676.000000 Penalty: 5971.529785
	Iteration 43Q: 3 clusters Score -2.357268e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -23572584.000000 Penalty: 5971.529785
	Iteration 44Q: 3 clusters Score -2.357258e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166055 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -23572490.000000 Penalty: 5971.529785
	Iteration 45Q: 3 clusters Score -2.357249e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166215 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23572296.000000 Penalty: 5971.529785
	Iteration 46Q: 3 clusters Score -2.35723e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -23572214.000000 Penalty: 5971.529785
	Iteration 47Q: 3 clusters Score -2.357221e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -23572110.000000 Penalty: 5971.529785
	Iteration 48Q: 3 clusters Score -2.357211e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166663 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -23572056.000000 Penalty: 5971.529785
	Iteration 49Q: 3 clusters Score -2.357206e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166799 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23571970.000000 Penalty: 5971.529785
	Iteration 50Q: 3 clusters Score -2.357197e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166929 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -23571920.000000 Penalty: 5971.529785
	Iteration 51Q: 3 clusters Score -2.357192e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167055 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23571834.000000 Penalty: 5971.529785
	Iteration 52Q: 3 clusters Score -2.357183e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167163 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23571754.000000 Penalty: 5971.529785
	Iteration 53Q: 3 clusters Score -2.357175e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -23571694.000000 Penalty: 5971.529785
	Iteration 54Q: 3 clusters Score -2.357169e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167344 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -23571720.000000 Penalty: 5971.529785
	Iteration 55Q: 3 clusters Score -2.357172e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -23571702.000000 Penalty: 5971.529785
	Iteration 56Q: 3 clusters Score -2.35717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23571640.000000 Penalty: 5971.529785
	Iteration 57Q: 3 clusters Score -2.357164e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23571626.000000 Penalty: 5971.529785
	Iteration 58Q: 3 clusters Score -2.357163e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167668 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -23571598.000000 Penalty: 5971.529785
	Iteration 59Q: 3 clusters Score -2.35716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23571596.000000 Penalty: 5971.529785
	Iteration 60F: 3 clusters Score -2.35716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -23571608.000000 Penalty: 5971.529785
	Iteration 61Q: 3 clusters Score -2.357161e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167839 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -23571578.000000 Penalty: 5971.529785
	Iteration 62Q: 3 clusters Score -2.357158e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167882 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23571556.000000 Penalty: 5971.529785
	Iteration 63Q: 3 clusters Score -2.357156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23571510.000000 Penalty: 5971.529785
	Iteration 64Q: 3 clusters Score -2.357151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167965 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -23571450.000000 Penalty: 5971.529785
	Iteration 65Q: 3 clusters Score -2.357145e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167998 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -23571426.000000 Penalty: 5971.529785
	Iteration 66Q: 3 clusters Score -2.357143e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -23571424.000000 Penalty: 5971.529785
	Iteration 67Q: 3 clusters Score -2.357142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -23571394.000000 Penalty: 5971.529785
	Iteration 68Q: 3 clusters Score -2.357139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -23571398.000000 Penalty: 5971.529785
	Iteration 69Q: 3 clusters Score -2.35714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -23571396.000000 Penalty: 5971.529785
	Iteration 70Q: 3 clusters Score -2.35714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168080 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -23571402.000000 Penalty: 5971.529785
	Iteration 71Q: 3 clusters Score -2.35714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168093 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23571400.000000 Penalty: 5971.529785
	Iteration 72Q: 3 clusters Score -2.35714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -23571410.000000 Penalty: 5971.529785
	Iteration 73Q: 3 clusters Score -2.357141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168126 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23571410.000000 Penalty: 5971.529785
	Iteration 74Q: 3 clusters Score -2.357141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23571394.000000 Penalty: 5971.529785
	Iteration 75Q: 3 clusters Score -2.357139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168139 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23571388.000000 Penalty: 5971.529785
	Iteration 76Q: 3 clusters Score -2.357139e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168149 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -23571380.000000 Penalty: 5971.529785
	Iteration 77Q: 3 clusters Score -2.357138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168159 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -23571372.000000 Penalty: 5971.529785
	Iteration 78Q: 3 clusters Score -2.357137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168167 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 79Q: 3 clusters Score -2.357135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 80F: 3 clusters Score -2.357135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 81Q: 3 clusters Score -2.357135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 82Q: 3 clusters Score -2.357135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168176 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -23571356.000000 Penalty: 5971.529785
	Iteration 83Q: 3 clusters Score -2.357136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23571356.000000 Penalty: 5971.529785
	Iteration 84Q: 3 clusters Score -2.357136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168179 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23571366.000000 Penalty: 5971.529785
	Iteration 85Q: 3 clusters Score -2.357137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168183 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23571358.000000 Penalty: 5971.529785
	Iteration 86Q: 3 clusters Score -2.357136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168186 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23571346.000000 Penalty: 5971.529785
	Iteration 87Q: 3 clusters Score -2.357135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168189 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23571348.000000 Penalty: 5971.529785
	Iteration 88Q: 3 clusters Score -2.357135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168192 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -23571348.000000 Penalty: 5971.529785
	Iteration 89Q: 3 clusters Score -2.357135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -23571352.000000 Penalty: 5971.529785
	Iteration 90Q: 3 clusters Score -2.357135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -23571374.000000 Penalty: 5971.529785
	Iteration 91Q: 3 clusters Score -2.357137e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -23571372.000000 Penalty: 5971.529785
	Iteration 92Q: 3 clusters Score -2.357137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168213 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -23571380.000000 Penalty: 5971.529785
	Iteration 93Q: 3 clusters Score -2.357138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168219 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 94Q: 3 clusters Score -2.357135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168226 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -23571346.000000 Penalty: 5971.529785
	Iteration 95Q: 3 clusters Score -2.357135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168233 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -23571364.000000 Penalty: 5971.529785
	Iteration 96Q: 3 clusters Score -2.357136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168239 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23571364.000000 Penalty: 5971.529785
	Iteration 97Q: 3 clusters Score -2.357136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168244 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -23571362.000000 Penalty: 5971.529785
	Iteration 98Q: 3 clusters Score -2.357136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168251 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23571368.000000 Penalty: 5971.529785
	Iteration 99Q: 3 clusters Score -2.357137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168258 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23571360.000000 Penalty: 5971.529785
	Iteration 100F: 3 clusters Score -2.357136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168262 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23571366.000000 Penalty: 5971.529785
	Iteration 101Q: 3 clusters Score -2.357137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -23571358.000000 Penalty: 5971.529785
	Iteration 102Q: 3 clusters Score -2.357136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168267 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -23571354.000000 Penalty: 5971.529785
	Iteration 103Q: 3 clusters Score -2.357135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168270 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -23571356.000000 Penalty: 5971.529785
	Iteration 104Q: 3 clusters Score -2.357136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23571358.000000 Penalty: 5971.529785
	Iteration 105Q: 3 clusters Score -2.357136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23571358.000000 Penalty: 5971.529785
	Iteration 106F: 3 clusters Score -2.357136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 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 314 members 
Entering Unmasked Estep 
Score: -81115.648438 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81115.65 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81368.609375 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81368.61 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81505.914062 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81505.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81574.320312 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81574.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81613.640625 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81613.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81655.328125 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81655.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81680.476562 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81680.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81699.812500 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81699.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81705.664062 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81705.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81711.093750 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81711.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81718.523438 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81718.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81730.617188 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81730.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81743.132812 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81743.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81747.906250 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81747.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81753.875000 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81753.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81762.460938 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -81762.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81775.218750 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -81775.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -81786.859375 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -81786.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -81795.000000 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -81795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81801.390625 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -81801.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81804.375000 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -81804.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -81808.757812 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -81808.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -81817.906250 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -81817.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81823.312500 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -81823.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81827.664062 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -81827.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81833.570312 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -81833.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81842.617188 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -81842.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81854.179688 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -81854.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81860.945312 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -81860.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81872.984375 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -81872.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81895.828125 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -81895.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81934.750000 Penalty: 3220.151123
	Iteration 31Q: 3 clusters Score -81934.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81961.335938 Penalty: 3220.151123
	Iteration 32Q: 3 clusters Score -81961.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81981.531250 Penalty: 3220.151123
	Iteration 33Q: 3 clusters Score -81981.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -81996.265625 Penalty: 3220.151123
	Iteration 34Q: 3 clusters Score -81996.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82007.921875 Penalty: 3220.151123
	Iteration 35Q: 3 clusters Score -82007.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82018.367188 Penalty: 3220.151123
	Iteration 36Q: 3 clusters Score -82018.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82028.429688 Penalty: 3220.151123
	Iteration 37Q: 3 clusters Score -82028.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82037.742188 Penalty: 3220.151123
	Iteration 38Q: 3 clusters Score -82037.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82047.476562 Penalty: 3220.151123
	Iteration 39Q: 3 clusters Score -82047.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82054.734375 Penalty: 3220.151123
	Iteration 40F: 3 clusters Score -82054.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -82059.679688 Penalty: 3220.151123
	Iteration 41Q: 3 clusters Score -82059.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82073.007812 Penalty: 3220.151123
	Iteration 42Q: 3 clusters Score -82073.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82092.742188 Penalty: 3220.151123
	Iteration 43Q: 3 clusters Score -82092.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82109.171875 Penalty: 3220.151123
	Iteration 44Q: 3 clusters Score -82109.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82121.109375 Penalty: 3220.151123
	Iteration 45Q: 3 clusters Score -82121.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -82127.976562 Penalty: 3220.151123
	Iteration 46Q: 3 clusters Score -82127.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82129.468750 Penalty: 3220.151123
	Iteration 47Q: 3 clusters Score -82129.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82129.468750 Penalty: 3220.151123
	Iteration 48F: 3 clusters Score -82129.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Entering Unmasked Estep 
Score: -3690401.500000 Penalty: 2521.169434
	Iteration 0F: 2 clusters Score -3690402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3672398.750000 Penalty: 5042.338867
	Iteration 0F: 3 clusters Score -3672399 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -3678668.000000 Penalty: 5042.338867
	Iteration 1F: 3 clusters Score -3678668 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -3679201.750000 Penalty: 5042.338867
	Iteration 2F: 3 clusters Score -3679202 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3679777.250000 Penalty: 5042.338867
	Iteration 3Q: 3 clusters Score -3679777 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3680576.750000 Penalty: 5042.338867
	Iteration 4F: 3 clusters Score -3680577 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3681683.250000 Penalty: 5042.338867
	Iteration 5F: 3 clusters Score -3681683 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3683273.750000 Penalty: 5042.338867
	Iteration 6F: 3 clusters Score -3683274 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3685024.750000 Penalty: 5042.338867
	Iteration 7F: 3 clusters Score -3685025 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3686511.500000 Penalty: 5042.338867
	Iteration 8F: 3 clusters Score -3686512 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3687410.000000 Penalty: 5042.338867
	Iteration 9Q: 3 clusters Score -3687410 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -3687786.250000 Penalty: 5042.338867
	Iteration 10Q: 3 clusters Score -3687786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -3687964.250000 Penalty: 5042.338867
	Iteration 11Q: 3 clusters Score -3687964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3688042.750000 Penalty: 5042.338867
	Iteration 12Q: 3 clusters Score -3688043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3688076.250000 Penalty: 5042.338867
	Iteration 13Q: 3 clusters Score -3688076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3688101.250000 Penalty: 5042.338867
	Iteration 14Q: 3 clusters Score -3688101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3688116.500000 Penalty: 5042.338867
	Iteration 15Q: 3 clusters Score -3688116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3688131.000000 Penalty: 5042.338867
	Iteration 16Q: 3 clusters Score -3688131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3688142.500000 Penalty: 5042.338867
	Iteration 17Q: 3 clusters Score -3688142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3688147.500000 Penalty: 5042.338867
	Iteration 18Q: 3 clusters Score -3688148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -3688150.000000 Penalty: 5042.338867
	Iteration 19Q: 3 clusters Score -3688150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3688154.750000 Penalty: 5042.338867
	Iteration 20F: 3 clusters Score -3688155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158757 members 
Entering Unmasked Estep 
Score: -22136984.000000 Penalty: 2969.832275
	Iteration 0F: 2 clusters Score -2.213698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -22036402.000000 Penalty: 5939.664551
	Iteration 0F: 3 clusters Score -2.20364e+07 nChanged 76076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82994 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -22081404.000000 Penalty: 5939.664551
	Iteration 1F: 3 clusters Score -2.20814e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -22083446.000000 Penalty: 5939.664551
	Iteration 2Q: 3 clusters Score -2.208345e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -22086624.000000 Penalty: 5939.664551
	Iteration 3Q: 3 clusters Score -2.208662e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -22091680.000000 Penalty: 5939.664551
	Iteration 4F: 3 clusters Score -2.209168e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97371 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -22097882.000000 Penalty: 5939.664551
	Iteration 5F: 3 clusters Score -2.209788e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -22105160.000000 Penalty: 5939.664551
	Iteration 6F: 3 clusters Score -2.210516e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -22112150.000000 Penalty: 5939.664551
	Iteration 7F: 3 clusters Score -2.211215e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -22117634.000000 Penalty: 5939.664551
	Iteration 8F: 3 clusters Score -2.211763e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -22120714.000000 Penalty: 5939.664551
	Iteration 9Q: 3 clusters Score -2.212071e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115107 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -22122336.000000 Penalty: 5939.664551
	Iteration 10Q: 3 clusters Score -2.212234e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117342 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -22123358.000000 Penalty: 5939.664551
	Iteration 11Q: 3 clusters Score -2.212336e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -22124122.000000 Penalty: 5939.664551
	Iteration 12Q: 3 clusters Score -2.212412e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -22125080.000000 Penalty: 5939.664551
	Iteration 13Q: 3 clusters Score -2.212508e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -22125962.000000 Penalty: 5939.664551
	Iteration 14Q: 3 clusters Score -2.212596e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126283 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -22126658.000000 Penalty: 5939.664551
	Iteration 15Q: 3 clusters Score -2.212666e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128442 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -22127472.000000 Penalty: 5939.664551
	Iteration 16Q: 3 clusters Score -2.212747e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130498 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -22128096.000000 Penalty: 5939.664551
	Iteration 17Q: 3 clusters Score -2.21281e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132492 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -22128954.000000 Penalty: 5939.664551
	Iteration 18Q: 3 clusters Score -2.212895e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134494 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -22129740.000000 Penalty: 5939.664551
	Iteration 19Q: 3 clusters Score -2.212974e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -22130444.000000 Penalty: 5939.664551
	Iteration 20F: 3 clusters Score -2.213044e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138532 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -22131330.000000 Penalty: 5939.664551
	Iteration 21Q: 3 clusters Score -2.213133e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -22132180.000000 Penalty: 5939.664551
	Iteration 22Q: 3 clusters Score -2.213218e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -22133064.000000 Penalty: 5939.664551
	Iteration 23Q: 3 clusters Score -2.213306e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144099 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -22133666.000000 Penalty: 5939.664551
	Iteration 24Q: 3 clusters Score -2.213367e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145640 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -22134016.000000 Penalty: 5939.664551
	Iteration 25Q: 3 clusters Score -2.213402e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -22134312.000000 Penalty: 5939.664551
	Iteration 26Q: 3 clusters Score -2.213431e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148150 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -22134464.000000 Penalty: 5939.664551
	Iteration 27Q: 3 clusters Score -2.213446e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -22134546.000000 Penalty: 5939.664551
	Iteration 28Q: 3 clusters Score -2.213455e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -22134648.000000 Penalty: 5939.664551
	Iteration 29Q: 3 clusters Score -2.213465e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150661 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -22134872.000000 Penalty: 5939.664551
	Iteration 30Q: 3 clusters Score -2.213487e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151291 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -22135006.000000 Penalty: 5939.664551
	Iteration 31Q: 3 clusters Score -2.213501e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151808 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -22135078.000000 Penalty: 5939.664551
	Iteration 32Q: 3 clusters Score -2.213508e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -22135122.000000 Penalty: 5939.664551
	Iteration 33Q: 3 clusters Score -2.213512e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -22135152.000000 Penalty: 5939.664551
	Iteration 34Q: 3 clusters Score -2.213515e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152957 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -22135164.000000 Penalty: 5939.664551
	Iteration 35Q: 3 clusters Score -2.213516e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153237 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -22135260.000000 Penalty: 5939.664551
	Iteration 36Q: 3 clusters Score -2.213526e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -22135276.000000 Penalty: 5939.664551
	Iteration 37Q: 3 clusters Score -2.213528e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22135306.000000 Penalty: 5939.664551
	Iteration 38Q: 3 clusters Score -2.213531e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153919 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -22135334.000000 Penalty: 5939.664551
	Iteration 39Q: 3 clusters Score -2.213533e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154105 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -22135342.000000 Penalty: 5939.664551
	Iteration 40F: 3 clusters Score -2.213534e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -22135344.000000 Penalty: 5939.664551
	Iteration 41Q: 3 clusters Score -2.213534e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154397 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -22135330.000000 Penalty: 5939.664551
	Iteration 42Q: 3 clusters Score -2.213533e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154528 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -22135356.000000 Penalty: 5939.664551
	Iteration 43Q: 3 clusters Score -2.213536e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154644 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -22135354.000000 Penalty: 5939.664551
	Iteration 44Q: 3 clusters Score -2.213535e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -22135384.000000 Penalty: 5939.664551
	Iteration 45Q: 3 clusters Score -2.213538e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154857 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -22135392.000000 Penalty: 5939.664551
	Iteration 46Q: 3 clusters Score -2.213539e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -22135390.000000 Penalty: 5939.664551
	Iteration 47Q: 3 clusters Score -2.213539e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155042 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -22135376.000000 Penalty: 5939.664551
	Iteration 48Q: 3 clusters Score -2.213538e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155134 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -22135386.000000 Penalty: 5939.664551
	Iteration 49Q: 3 clusters Score -2.213539e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -22135414.000000 Penalty: 5939.664551
	Iteration 50Q: 3 clusters Score -2.213541e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155303 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -22135464.000000 Penalty: 5939.664551
	Iteration 51Q: 3 clusters Score -2.213546e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155381 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -22135500.000000 Penalty: 5939.664551
	Iteration 52Q: 3 clusters Score -2.21355e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155451 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22135512.000000 Penalty: 5939.664551
	Iteration 53Q: 3 clusters Score -2.213551e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -22135562.000000 Penalty: 5939.664551
	Iteration 54Q: 3 clusters Score -2.213556e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -22135640.000000 Penalty: 5939.664551
	Iteration 55Q: 3 clusters Score -2.213564e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155664 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -22135712.000000 Penalty: 5939.664551
	Iteration 56Q: 3 clusters Score -2.213571e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155719 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -22135760.000000 Penalty: 5939.664551
	Iteration 57Q: 3 clusters Score -2.213576e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22135864.000000 Penalty: 5939.664551
	Iteration 58Q: 3 clusters Score -2.213586e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155758 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -22135974.000000 Penalty: 5939.664551
	Iteration 59Q: 3 clusters Score -2.213597e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155756 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -22136024.000000 Penalty: 5939.664551
	Iteration 60F: 3 clusters Score -2.213602e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155759 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -22136078.000000 Penalty: 5939.664551
	Iteration 61Q: 3 clusters Score -2.213608e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155745 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22136142.000000 Penalty: 5939.664551
	Iteration 62Q: 3 clusters Score -2.213614e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155721 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -22136174.000000 Penalty: 5939.664551
	Iteration 63Q: 3 clusters Score -2.213617e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155693 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -22136256.000000 Penalty: 5939.664551
	Iteration 64Q: 3 clusters Score -2.213626e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155659 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22136276.000000 Penalty: 5939.664551
	Iteration 65Q: 3 clusters Score -2.213628e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22136328.000000 Penalty: 5939.664551
	Iteration 66Q: 3 clusters Score -2.213633e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -22136336.000000 Penalty: 5939.664551
	Iteration 67Q: 3 clusters Score -2.213634e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155576 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22136356.000000 Penalty: 5939.664551
	Iteration 68Q: 3 clusters Score -2.213636e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155532 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -22136362.000000 Penalty: 5939.664551
	Iteration 69Q: 3 clusters Score -2.213636e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155501 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22136386.000000 Penalty: 5939.664551
	Iteration 70Q: 3 clusters Score -2.213639e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155448 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -22136454.000000 Penalty: 5939.664551
	Iteration 71Q: 3 clusters Score -2.213645e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -22136486.000000 Penalty: 5939.664551
	Iteration 72Q: 3 clusters Score -2.213649e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -22136520.000000 Penalty: 5939.664551
	Iteration 73Q: 3 clusters Score -2.213652e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155312 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -22136556.000000 Penalty: 5939.664551
	Iteration 74Q: 3 clusters Score -2.213656e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155237 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -22136584.000000 Penalty: 5939.664551
	Iteration 75Q: 3 clusters Score -2.213658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155196 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -22136566.000000 Penalty: 5939.664551
	Iteration 76Q: 3 clusters Score -2.213657e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155167 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -22136620.000000 Penalty: 5939.664551
	Iteration 77Q: 3 clusters Score -2.213662e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155143 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -22136602.000000 Penalty: 5939.664551
	Iteration 78Q: 3 clusters Score -2.21366e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155119 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -22136608.000000 Penalty: 5939.664551
	Iteration 79Q: 3 clusters Score -2.213661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155094 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -22136628.000000 Penalty: 5939.664551
	Iteration 80F: 3 clusters Score -2.213663e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155050 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -22136608.000000 Penalty: 5939.664551
	Iteration 81Q: 3 clusters Score -2.213661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155011 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -22136638.000000 Penalty: 5939.664551
	Iteration 82Q: 3 clusters Score -2.213664e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154958 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -22136688.000000 Penalty: 5939.664551
	Iteration 83Q: 3 clusters Score -2.213669e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154901 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -22136680.000000 Penalty: 5939.664551
	Iteration 84Q: 3 clusters Score -2.213668e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154851 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22136742.000000 Penalty: 5939.664551
	Iteration 85Q: 3 clusters Score -2.213674e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -22136764.000000 Penalty: 5939.664551
	Iteration 86Q: 3 clusters Score -2.213676e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154760 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -22136832.000000 Penalty: 5939.664551
	Iteration 87Q: 3 clusters Score -2.213683e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154701 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -22136872.000000 Penalty: 5939.664551
	Iteration 88Q: 3 clusters Score -2.213687e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154639 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -22136958.000000 Penalty: 5939.664551
	Iteration 89Q: 3 clusters Score -2.213696e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154586 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22136962.000000 Penalty: 5939.664551
	Iteration 90Q: 3 clusters Score -2.213696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -22137008.000000 Penalty: 5939.664551
	Iteration 91Q: 3 clusters Score -2.213701e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154479 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -22137036.000000 Penalty: 5939.664551
	Iteration 92Q: 3 clusters Score -2.213704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154433 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -22137046.000000 Penalty: 5939.664551
	Iteration 93Q: 3 clusters Score -2.213705e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154403 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -22137134.000000 Penalty: 5939.664551
	Iteration 94Q: 3 clusters Score -2.213713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154381 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -22137146.000000 Penalty: 5939.664551
	Iteration 95Q: 3 clusters Score -2.213715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154356 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -22137134.000000 Penalty: 5939.664551
	Iteration 96Q: 3 clusters Score -2.213713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154343 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -22137156.000000 Penalty: 5939.664551
	Iteration 97Q: 3 clusters Score -2.213716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -22137148.000000 Penalty: 5939.664551
	Iteration 98Q: 3 clusters Score -2.213715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154313 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -22137152.000000 Penalty: 5939.664551
	Iteration 99Q: 3 clusters Score -2.213715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154295 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -22137152.000000 Penalty: 5939.664551
	Iteration 100F: 3 clusters Score -2.213715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154283 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -22137168.000000 Penalty: 5939.664551
	Iteration 101Q: 3 clusters Score -2.213717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -22137184.000000 Penalty: 5939.664551
	Iteration 102Q: 3 clusters Score -2.213718e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154267 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -22137212.000000 Penalty: 5939.664551
	Iteration 103Q: 3 clusters Score -2.213721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154261 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -22137208.000000 Penalty: 5939.664551
	Iteration 104Q: 3 clusters Score -2.213721e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -22137182.000000 Penalty: 5939.664551
	Iteration 105Q: 3 clusters Score -2.213718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154244 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -22137186.000000 Penalty: 5939.664551
	Iteration 106Q: 3 clusters Score -2.213719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154236 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -22137198.000000 Penalty: 5939.664551
	Iteration 107Q: 3 clusters Score -2.21372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154225 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -22137200.000000 Penalty: 5939.664551
	Iteration 108Q: 3 clusters Score -2.21372e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -22137226.000000 Penalty: 5939.664551
	Iteration 109Q: 3 clusters Score -2.213723e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154212 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -22137200.000000 Penalty: 5939.664551
	Iteration 110Q: 3 clusters Score -2.21372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154208 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -22137222.000000 Penalty: 5939.664551
	Iteration 111Q: 3 clusters Score -2.213722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154207 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -22137222.000000 Penalty: 5939.664551
	Iteration 112Q: 3 clusters Score -2.213722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154200 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -22137210.000000 Penalty: 5939.664551
	Iteration 113Q: 3 clusters Score -2.213721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154196 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -22137202.000000 Penalty: 5939.664551
	Iteration 114Q: 3 clusters Score -2.21372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154193 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -22137216.000000 Penalty: 5939.664551
	Iteration 115Q: 3 clusters Score -2.213722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -22137250.000000 Penalty: 5939.664551
	Iteration 116Q: 3 clusters Score -2.213725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -22137234.000000 Penalty: 5939.664551
	Iteration 117Q: 3 clusters Score -2.213723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154189 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -22137260.000000 Penalty: 5939.664551
	Iteration 118Q: 3 clusters Score -2.213726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154188 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -22137256.000000 Penalty: 5939.664551
	Iteration 119Q: 3 clusters Score -2.213726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137248.000000 Penalty: 5939.664551
	Iteration 120F: 3 clusters Score -2.213725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137262.000000 Penalty: 5939.664551
	Iteration 121Q: 3 clusters Score -2.213726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -22137262.000000 Penalty: 5939.664551
	Iteration 122Q: 3 clusters Score -2.213726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154182 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -22137244.000000 Penalty: 5939.664551
	Iteration 123Q: 3 clusters Score -2.213724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154184 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -22137240.000000 Penalty: 5939.664551
	Iteration 124Q: 3 clusters Score -2.213724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137228.000000 Penalty: 5939.664551
	Iteration 125Q: 3 clusters Score -2.213723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137220.000000 Penalty: 5939.664551
	Iteration 126Q: 3 clusters Score -2.213722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154186 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -22137224.000000 Penalty: 5939.664551
	Iteration 127Q: 3 clusters Score -2.213722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137224.000000 Penalty: 5939.664551
	Iteration 128Q: 3 clusters Score -2.213722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154181 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -22137246.000000 Penalty: 5939.664551
	Iteration 129Q: 3 clusters Score -2.213725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -22137234.000000 Penalty: 5939.664551
	Iteration 130Q: 3 clusters Score -2.213723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154185 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22137242.000000 Penalty: 5939.664551
	Iteration 131Q: 3 clusters Score -2.213724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -22137238.000000 Penalty: 5939.664551
	Iteration 132Q: 3 clusters Score -2.213724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -22137238.000000 Penalty: 5939.664551
	Iteration 133Q: 3 clusters Score -2.213724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154187 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -22137238.000000 Penalty: 5939.664551
	Iteration 134F: 3 clusters Score -2.213724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 26083 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169291 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26004 members 
Mstep: Class 7 contains 154187 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 12 contains 21315 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62091 members 
Mstep: Class 21 contains 80847 members 
Entering Unmasked Estep 
Score: -84926600.000000 Penalty: 59508.957031
Splitting cluster 7 changes total score from -84926192.000000 to -84926600.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 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 161 members 
Entering Unmasked Estep 
Score: -36972.093750 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36972.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37364.664062 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37364.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37477.210938 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37477.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37560.300781 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -37560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37595.386719 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37595.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37610.070312 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37610.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37624.296875 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37624.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37641.816406 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37641.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37651.890625 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -37651.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37653.316406 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -37653.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37657.085938 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -37657.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37662.519531 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -37662.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37662.519531 Penalty: 2876.350098
	Iteration 12F: 3 clusters Score -37662.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58820.605469 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58820.61 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -59018.902344 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59018.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -59084.113281 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59084.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -59122.039062 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59122.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59181.851562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59181.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59222.812500 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59222.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -59232.199219 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59232.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59245.101562 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59245.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59251.785156 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59251.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59253.972656 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59253.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59256.191406 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59256.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59256.191406 Penalty: 3064.260254
	Iteration 11F: 3 clusters Score -59256.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Entering Unmasked Estep 
Score: -3017483.250000 Penalty: 2471.857178
	Iteration 0F: 2 clusters Score -3017483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3002540.000000 Penalty: 4943.714355
	Iteration 0F: 3 clusters Score -3002540 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -3007634.750000 Penalty: 4943.714355
	Iteration 1F: 3 clusters Score -3007635 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3008040.250000 Penalty: 4943.714355
	Iteration 2F: 3 clusters Score -3008040 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3008408.250000 Penalty: 4943.714355
	Iteration 3Q: 3 clusters Score -3008408 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3008802.750000 Penalty: 4943.714355
	Iteration 4Q: 3 clusters Score -3008803 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3009285.500000 Penalty: 4943.714355
	Iteration 5Q: 3 clusters Score -3009286 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3009951.000000 Penalty: 4943.714355
	Iteration 6Q: 3 clusters Score -3009951 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -3010773.250000 Penalty: 4943.714355
	Iteration 7F: 3 clusters Score -3010773 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -3011723.000000 Penalty: 4943.714355
	Iteration 8F: 3 clusters Score -3011723 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3012661.750000 Penalty: 4943.714355
	Iteration 9F: 3 clusters Score -3012662 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3013506.250000 Penalty: 4943.714355
	Iteration 10Q: 3 clusters Score -3013506 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3014103.500000 Penalty: 4943.714355
	Iteration 11Q: 3 clusters Score -3014104 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3014557.000000 Penalty: 4943.714355
	Iteration 12Q: 3 clusters Score -3014557 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3014827.000000 Penalty: 4943.714355
	Iteration 13Q: 3 clusters Score -3014827 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3014988.250000 Penalty: 4943.714355
	Iteration 14Q: 3 clusters Score -3014988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3015088.250000 Penalty: 4943.714355
	Iteration 15Q: 3 clusters Score -3015088 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3015155.250000 Penalty: 4943.714355
	Iteration 16Q: 3 clusters Score -3015155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3015203.250000 Penalty: 4943.714355
	Iteration 17Q: 3 clusters Score -3015203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3015227.000000 Penalty: 4943.714355
	Iteration 18Q: 3 clusters Score -3015227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3015262.750000 Penalty: 4943.714355
	Iteration 19Q: 3 clusters Score -3015263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3015287.500000 Penalty: 4943.714355
	Iteration 20F: 3 clusters Score -3015288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3015307.250000 Penalty: 4943.714355
	Iteration 21Q: 3 clusters Score -3015307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3015317.750000 Penalty: 4943.714355
	Iteration 22Q: 3 clusters Score -3015318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3015337.500000 Penalty: 4943.714355
	Iteration 23Q: 3 clusters Score -3015338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3015343.750000 Penalty: 4943.714355
	Iteration 24Q: 3 clusters Score -3015344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3015346.000000 Penalty: 4943.714355
	Iteration 25Q: 3 clusters Score -3015346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3015352.250000 Penalty: 4943.714355
	Iteration 26Q: 3 clusters Score -3015352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3015355.750000 Penalty: 4943.714355
	Iteration 27Q: 3 clusters Score -3015356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3015361.500000 Penalty: 4943.714355
	Iteration 28Q: 3 clusters Score -3015362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3015363.500000 Penalty: 4943.714355
	Iteration 29Q: 3 clusters Score -3015364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3015366.500000 Penalty: 4943.714355
	Iteration 30Q: 3 clusters Score -3015366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3015368.500000 Penalty: 4943.714355
	Iteration 31Q: 3 clusters Score -3015368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3015371.750000 Penalty: 4943.714355
	Iteration 32Q: 3 clusters Score -3015372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3015380.500000 Penalty: 4943.714355
	Iteration 33Q: 3 clusters Score -3015380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3015381.500000 Penalty: 4943.714355
	Iteration 34Q: 3 clusters Score -3015382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3015387.500000 Penalty: 4943.714355
	Iteration 35Q: 3 clusters Score -3015388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3015388.000000 Penalty: 4943.714355
	Iteration 36Q: 3 clusters Score -3015388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3015391.000000 Penalty: 4943.714355
	Iteration 37Q: 3 clusters Score -3015391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3015393.250000 Penalty: 4943.714355
	Iteration 38Q: 3 clusters Score -3015393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3015395.750000 Penalty: 4943.714355
	Iteration 39Q: 3 clusters Score -3015396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3015396.500000 Penalty: 4943.714355
	Iteration 40F: 3 clusters Score -3015396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -289105.187500 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -289105.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -286405.750000 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -286405.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286865.062500 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -286865.1 nChanged 145
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: -286983.937500 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -286983.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287086.625000 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -287086.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287152.781250 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -287152.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287188.875000 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -287188.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287204.093750 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -287204.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287213.250000 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -287213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287221.281250 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -287221.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287230.250000 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -287230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287239.437500 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -287239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -287244.281250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -287244.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287245.906250 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -287245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -287247.906250 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -287247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -287251.625000 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -287251.6 nChanged 4
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: -287255.062500 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -287255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287255.531250 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -287255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -287255.531250 Penalty: 3794.011230
	Iteration 17F: 3 clusters Score -287255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Entering Unmasked Estep 
Score: -4237837.500000 Penalty: 2555.568115
	Iteration 0F: 2 clusters Score -4237838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4217305.000000 Penalty: 5111.136230
	Iteration 0F: 3 clusters Score -4217305 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4224748.000000 Penalty: 5111.136230
	Iteration 1F: 3 clusters Score -4224748 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4225279.000000 Penalty: 5111.136230
	Iteration 2Q: 3 clusters Score -4225279 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -4225753.000000 Penalty: 5111.136230
	Iteration 3Q: 3 clusters Score -4225753 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4226314.500000 Penalty: 5111.136230
	Iteration 4Q: 3 clusters Score -4226314 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4227043.000000 Penalty: 5111.136230
	Iteration 5Q: 3 clusters Score -4227043 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4227925.500000 Penalty: 5111.136230
	Iteration 6F: 3 clusters Score -4227926 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4229020.000000 Penalty: 5111.136230
	Iteration 7F: 3 clusters Score -4229020 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -4230295.500000 Penalty: 5111.136230
	Iteration 8F: 3 clusters Score -4230296 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -4231541.500000 Penalty: 5111.136230
	Iteration 9F: 3 clusters Score -4231542 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -4232598.500000 Penalty: 5111.136230
	Iteration 10Q: 3 clusters Score -4232598 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4233430.500000 Penalty: 5111.136230
	Iteration 11Q: 3 clusters Score -4233430 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -4233949.000000 Penalty: 5111.136230
	Iteration 12Q: 3 clusters Score -4233949 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -4234308.500000 Penalty: 5111.136230
	Iteration 13Q: 3 clusters Score -4234308 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -4234538.000000 Penalty: 5111.136230
	Iteration 14Q: 3 clusters Score -4234538 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -4234705.500000 Penalty: 5111.136230
	Iteration 15Q: 3 clusters Score -4234706 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4234824.500000 Penalty: 5111.136230
	Iteration 16Q: 3 clusters Score -4234824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4234923.000000 Penalty: 5111.136230
	Iteration 17Q: 3 clusters Score -4234923 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4235017.000000 Penalty: 5111.136230
	Iteration 18Q: 3 clusters Score -4235017 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4235104.500000 Penalty: 5111.136230
	Iteration 19Q: 3 clusters Score -4235104 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4235177.000000 Penalty: 5111.136230
	Iteration 20F: 3 clusters Score -4235177 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -4235257.000000 Penalty: 5111.136230
	Iteration 21Q: 3 clusters Score -4235257 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4235321.000000 Penalty: 5111.136230
	Iteration 22Q: 3 clusters Score -4235321 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4235378.000000 Penalty: 5111.136230
	Iteration 23Q: 3 clusters Score -4235378 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4235426.000000 Penalty: 5111.136230
	Iteration 24Q: 3 clusters Score -4235426 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4235471.000000 Penalty: 5111.136230
	Iteration 25Q: 3 clusters Score -4235471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4235502.500000 Penalty: 5111.136230
	Iteration 26Q: 3 clusters Score -4235502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4235542.000000 Penalty: 5111.136230
	Iteration 27Q: 3 clusters Score -4235542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4235552.500000 Penalty: 5111.136230
	Iteration 28Q: 3 clusters Score -4235552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4235578.000000 Penalty: 5111.136230
	Iteration 29Q: 3 clusters Score -4235578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4235601.000000 Penalty: 5111.136230
	Iteration 30Q: 3 clusters Score -4235601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4235607.500000 Penalty: 5111.136230
	Iteration 31Q: 3 clusters Score -4235608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4235638.000000 Penalty: 5111.136230
	Iteration 32Q: 3 clusters Score -4235638 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4235654.500000 Penalty: 5111.136230
	Iteration 33Q: 3 clusters Score -4235654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4235665.500000 Penalty: 5111.136230
	Iteration 34Q: 3 clusters Score -4235666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4235683.000000 Penalty: 5111.136230
	Iteration 35Q: 3 clusters Score -4235683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4235696.500000 Penalty: 5111.136230
	Iteration 36Q: 3 clusters Score -4235696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4235690.000000 Penalty: 5111.136230
	Iteration 37Q: 3 clusters Score -4235690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4235698.500000 Penalty: 5111.136230
	Iteration 38Q: 3 clusters Score -4235698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4235697.000000 Penalty: 5111.136230
	Iteration 39Q: 3 clusters Score -4235697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4235702.500000 Penalty: 5111.136230
	Iteration 40F: 3 clusters Score -4235702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4235706.000000 Penalty: 5111.136230
	Iteration 41Q: 3 clusters Score -4235706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4235722.000000 Penalty: 5111.136230
	Iteration 42Q: 3 clusters Score -4235722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4235723.000000 Penalty: 5111.136230
	Iteration 43Q: 3 clusters Score -4235723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4235722.000000 Penalty: 5111.136230
	Iteration 44Q: 3 clusters Score -4235722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4235725.500000 Penalty: 5111.136230
	Iteration 45Q: 3 clusters Score -4235726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4235735.500000 Penalty: 5111.136230
	Iteration 46Q: 3 clusters Score -4235736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4235734.500000 Penalty: 5111.136230
	Iteration 47Q: 3 clusters Score -4235734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4235738.000000 Penalty: 5111.136230
	Iteration 48Q: 3 clusters Score -4235738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4235745.000000 Penalty: 5111.136230
	Iteration 49Q: 3 clusters Score -4235745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4235753.000000 Penalty: 5111.136230
	Iteration 50Q: 3 clusters Score -4235753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4235754.000000 Penalty: 5111.136230
	Iteration 51Q: 3 clusters Score -4235754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4235756.000000 Penalty: 5111.136230
	Iteration 52Q: 3 clusters Score -4235756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4235761.000000 Penalty: 5111.136230
	Iteration 53Q: 3 clusters Score -4235761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4235767.500000 Penalty: 5111.136230
	Iteration 54Q: 3 clusters Score -4235768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4235773.000000 Penalty: 5111.136230
	Iteration 55Q: 3 clusters Score -4235773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4235774.500000 Penalty: 5111.136230
	Iteration 56Q: 3 clusters Score -4235774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4235775.000000 Penalty: 5111.136230
	Iteration 57Q: 3 clusters Score -4235775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4235773.000000 Penalty: 5111.136230
	Iteration 58Q: 3 clusters Score -4235773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4235774.000000 Penalty: 5111.136230
	Iteration 59Q: 3 clusters Score -4235774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4235774.500000 Penalty: 5111.136230
	Iteration 60F: 3 clusters Score -4235774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4235779.000000 Penalty: 5111.136230
	Iteration 61Q: 3 clusters Score -4235779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4235787.500000 Penalty: 5111.136230
	Iteration 62Q: 3 clusters Score -4235788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4235785.000000 Penalty: 5111.136230
	Iteration 63Q: 3 clusters Score -4235785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4235781.000000 Penalty: 5111.136230
	Iteration 64Q: 3 clusters Score -4235781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4235785.500000 Penalty: 5111.136230
	Iteration 65Q: 3 clusters Score -4235786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4235786.500000 Penalty: 5111.136230
	Iteration 66Q: 3 clusters Score -4235786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4235788.500000 Penalty: 5111.136230
	Iteration 67Q: 3 clusters Score -4235788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4235792.500000 Penalty: 5111.136230
	Iteration 68Q: 3 clusters Score -4235792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4235791.500000 Penalty: 5111.136230
	Iteration 69Q: 3 clusters Score -4235792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4235789.500000 Penalty: 5111.136230
	Iteration 70Q: 3 clusters Score -4235790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4235794.500000 Penalty: 5111.136230
	Iteration 71Q: 3 clusters Score -4235794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4235791.000000 Penalty: 5111.136230
	Iteration 72Q: 3 clusters Score -4235791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4235797.500000 Penalty: 5111.136230
	Iteration 73Q: 3 clusters Score -4235798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4235795.000000 Penalty: 5111.136230
	Iteration 74Q: 3 clusters Score -4235795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4235794.000000 Penalty: 5111.136230
	Iteration 75Q: 3 clusters Score -4235794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4235793.000000 Penalty: 5111.136230
	Iteration 76Q: 3 clusters Score -4235793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4235793.000000 Penalty: 5111.136230
	Iteration 77F: 3 clusters Score -4235793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Entering Unmasked Estep 
Score: -524018.375000 Penalty: 2044.399292
	Iteration 0F: 2 clusters Score -524018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -520216.843750 Penalty: 4088.798584
	Iteration 0F: 3 clusters Score -520216.8 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -520999.406250 Penalty: 4088.798584
	Iteration 1F: 3 clusters Score -520999.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -521193.437500 Penalty: 4088.798584
	Iteration 2F: 3 clusters Score -521193.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -521296.093750 Penalty: 4088.798584
	Iteration 3Q: 3 clusters Score -521296.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -521349.843750 Penalty: 4088.798584
	Iteration 4Q: 3 clusters Score -521349.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -521384.375000 Penalty: 4088.798584
	Iteration 5Q: 3 clusters Score -521384.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -521410.593750 Penalty: 4088.798584
	Iteration 6Q: 3 clusters Score -521410.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -521431.250000 Penalty: 4088.798584
	Iteration 7Q: 3 clusters Score -521431.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -521445.968750 Penalty: 4088.798584
	Iteration 8Q: 3 clusters Score -521446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -521456.156250 Penalty: 4088.798584
	Iteration 9Q: 3 clusters Score -521456.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -521464.781250 Penalty: 4088.798584
	Iteration 10Q: 3 clusters Score -521464.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -521474.312500 Penalty: 4088.798584
	Iteration 11Q: 3 clusters Score -521474.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -521478.593750 Penalty: 4088.798584
	Iteration 12Q: 3 clusters Score -521478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -521482.562500 Penalty: 4088.798584
	Iteration 13Q: 3 clusters Score -521482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -521486.656250 Penalty: 4088.798584
	Iteration 14Q: 3 clusters Score -521486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521490.406250 Penalty: 4088.798584
	Iteration 15Q: 3 clusters Score -521490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521493.968750 Penalty: 4088.798584
	Iteration 16Q: 3 clusters Score -521494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -521500.656250 Penalty: 4088.798584
	Iteration 17Q: 3 clusters Score -521500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -521506.343750 Penalty: 4088.798584
	Iteration 18Q: 3 clusters Score -521506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521512.968750 Penalty: 4088.798584
	Iteration 19Q: 3 clusters Score -521513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521518.781250 Penalty: 4088.798584
	Iteration 20F: 3 clusters Score -521518.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -521524.218750 Penalty: 4088.798584
	Iteration 21Q: 3 clusters Score -521524.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521528.187500 Penalty: 4088.798584
	Iteration 22Q: 3 clusters Score -521528.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -521530.781250 Penalty: 4088.798584
	Iteration 23Q: 3 clusters Score -521530.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -521534.062500 Penalty: 4088.798584
	Iteration 24Q: 3 clusters Score -521534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521534.781250 Penalty: 4088.798584
	Iteration 25Q: 3 clusters Score -521534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -521536.343750 Penalty: 4088.798584
	Iteration 26Q: 3 clusters Score -521536.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -521536.531250 Penalty: 4088.798584
	Iteration 27Q: 3 clusters Score -521536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521537.500000 Penalty: 4088.798584
	Iteration 28Q: 3 clusters Score -521537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -521537.250000 Penalty: 4088.798584
	Iteration 29Q: 3 clusters Score -521537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521538.656250 Penalty: 4088.798584
	Iteration 30Q: 3 clusters Score -521538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -521538.656250 Penalty: 4088.798584
	Iteration 31F: 3 clusters Score -521538.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -184251.031250 Penalty: 1794.433472
	Iteration 0F: 2 clusters Score -184251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182074.359375 Penalty: 3588.866943
	Iteration 0F: 3 clusters Score -182074.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182485.718750 Penalty: 3588.866943
	Iteration 1F: 3 clusters Score -182485.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182604.093750 Penalty: 3588.866943
	Iteration 2F: 3 clusters Score -182604.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -182676.343750 Penalty: 3588.866943
	Iteration 3Q: 3 clusters Score -182676.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182725.187500 Penalty: 3588.866943
	Iteration 4Q: 3 clusters Score -182725.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182770.421875 Penalty: 3588.866943
	Iteration 5Q: 3 clusters Score -182770.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -182824.640625 Penalty: 3588.866943
	Iteration 6Q: 3 clusters Score -182824.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -182868.546875 Penalty: 3588.866943
	Iteration 7Q: 3 clusters Score -182868.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -182903.015625 Penalty: 3588.866943
	Iteration 8Q: 3 clusters Score -182903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182938.281250 Penalty: 3588.866943
	Iteration 9Q: 3 clusters Score -182938.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -182967.140625 Penalty: 3588.866943
	Iteration 10Q: 3 clusters Score -182967.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -183002.984375 Penalty: 3588.866943
	Iteration 11Q: 3 clusters Score -183003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -183044.406250 Penalty: 3588.866943
	Iteration 12Q: 3 clusters Score -183044.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183074.765625 Penalty: 3588.866943
	Iteration 13Q: 3 clusters Score -183074.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -183113.625000 Penalty: 3588.866943
	Iteration 14Q: 3 clusters Score -183113.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183135.031250 Penalty: 3588.866943
	Iteration 15Q: 3 clusters Score -183135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -183148.250000 Penalty: 3588.866943
	Iteration 16Q: 3 clusters Score -183148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -183165.781250 Penalty: 3588.866943
	Iteration 17Q: 3 clusters Score -183165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -183177.140625 Penalty: 3588.866943
	Iteration 18Q: 3 clusters Score -183177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -183182.421875 Penalty: 3588.866943
	Iteration 19Q: 3 clusters Score -183182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -183189.000000 Penalty: 3588.866943
	Iteration 20F: 3 clusters Score -183189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183199.859375 Penalty: 3588.866943
	Iteration 21Q: 3 clusters Score -183199.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -183209.296875 Penalty: 3588.866943
	Iteration 22Q: 3 clusters Score -183209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -183218.515625 Penalty: 3588.866943
	Iteration 23Q: 3 clusters Score -183218.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183234.781250 Penalty: 3588.866943
	Iteration 24Q: 3 clusters Score -183234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -183279.843750 Penalty: 3588.866943
	Iteration 25Q: 3 clusters Score -183279.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -183336.437500 Penalty: 3588.866943
	Iteration 26Q: 3 clusters Score -183336.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -183364.359375 Penalty: 3588.866943
	Iteration 27Q: 3 clusters Score -183364.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -183395.312500 Penalty: 3588.866943
	Iteration 28Q: 3 clusters Score -183395.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -183410.703125 Penalty: 3588.866943
	Iteration 29Q: 3 clusters Score -183410.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -183421.218750 Penalty: 3588.866943
	Iteration 30Q: 3 clusters Score -183421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -183427.906250 Penalty: 3588.866943
	Iteration 31Q: 3 clusters Score -183427.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -183437.437500 Penalty: 3588.866943
	Iteration 32Q: 3 clusters Score -183437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -183442.703125 Penalty: 3588.866943
	Iteration 33Q: 3 clusters Score -183442.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183444.734375 Penalty: 3588.866943
	Iteration 34Q: 3 clusters Score -183444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -183446.546875 Penalty: 3588.866943
	Iteration 35Q: 3 clusters Score -183446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -183447.500000 Penalty: 3588.866943
	Iteration 36Q: 3 clusters Score -183447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -183449.000000 Penalty: 3588.866943
	Iteration 37Q: 3 clusters Score -183449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -183449.000000 Penalty: 3588.866943
	Iteration 38F: 3 clusters Score -183449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -127454.210938 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -127454.2 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 497 members 
Entering Unmasked Estep 
Score: -125501.601562 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -125501.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -125839.585938 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -125839.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126016.875000 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -126016.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126218.007812 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -126218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -126483.617188 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -126483.6 nChanged 78
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: -126800.945312 Penalty: 3443.309814
	Iteration 5F: 3 clusters Score -126800.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -127084.171875 Penalty: 3443.309814
	Iteration 6F: 3 clusters Score -127084.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127211.070312 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -127211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -127231.617188 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -127231.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127247.390625 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -127247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -127254.195312 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -127254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127264.210938 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -127264.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -127281.070312 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -127281.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -127301.625000 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -127301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -127312.390625 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -127312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -127318.609375 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -127318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -127332.492188 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -127332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127339.429688 Penalty: 3443.309814
	Iteration 17Q: 3 clusters Score -127339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127344.921875 Penalty: 3443.309814
	Iteration 18Q: 3 clusters Score -127344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127347.921875 Penalty: 3443.309814
	Iteration 19Q: 3 clusters Score -127347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -127349.539062 Penalty: 3443.309814
	Iteration 20F: 3 clusters Score -127349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -127354.062500 Penalty: 3443.309814
	Iteration 21Q: 3 clusters Score -127354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127355.429688 Penalty: 3443.309814
	Iteration 22Q: 3 clusters Score -127355.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -127355.429688 Penalty: 3443.309814
	Iteration 23F: 3 clusters Score -127355.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Entering Unmasked Estep 
Score: -8754152.000000 Penalty: 2737.016357
	Iteration 0F: 2 clusters Score -8754152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -8712463.000000 Penalty: 5474.032715
	Iteration 0F: 3 clusters Score -8712463 nChanged 28885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -8729012.000000 Penalty: 5474.032715
	Iteration 1F: 3 clusters Score -8729012 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -8729908.000000 Penalty: 5474.032715
	Iteration 2Q: 3 clusters Score -8729908 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -8731085.000000 Penalty: 5474.032715
	Iteration 3Q: 3 clusters Score -8731085 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8732793.000000 Penalty: 5474.032715
	Iteration 4F: 3 clusters Score -8732793 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -8735269.000000 Penalty: 5474.032715
	Iteration 5F: 3 clusters Score -8735269 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8738663.000000 Penalty: 5474.032715
	Iteration 6F: 3 clusters Score -8738663 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -8742424.000000 Penalty: 5474.032715
	Iteration 7F: 3 clusters Score -8742424 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -8745585.000000 Penalty: 5474.032715
	Iteration 8F: 3 clusters Score -8745585 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -8747623.000000 Penalty: 5474.032715
	Iteration 9Q: 3 clusters Score -8747623 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -8748623.000000 Penalty: 5474.032715
	Iteration 10Q: 3 clusters Score -8748623 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -8749147.000000 Penalty: 5474.032715
	Iteration 11Q: 3 clusters Score -8749147 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -8749546.000000 Penalty: 5474.032715
	Iteration 12Q: 3 clusters Score -8749546 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -8749905.000000 Penalty: 5474.032715
	Iteration 13Q: 3 clusters Score -8749905 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
Score: -8750227.000000 Penalty: 5474.032715
	Iteration 14Q: 3 clusters Score -8750227 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -8750463.000000 Penalty: 5474.032715
	Iteration 15Q: 3 clusters Score -8750463 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -8750754.000000 Penalty: 5474.032715
	Iteration 16Q: 3 clusters Score -8750754 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 58423 members 
Entering Unmasked Estep 
Score: -8750993.000000 Penalty: 5474.032715
	Iteration 17Q: 3 clusters Score -8750993 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -8751158.000000 Penalty: 5474.032715
	Iteration 18Q: 3 clusters Score -8751158 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -8751347.000000 Penalty: 5474.032715
	Iteration 19Q: 3 clusters Score -8751347 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -8751476.000000 Penalty: 5474.032715
	Iteration 20F: 3 clusters Score -8751476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -8751609.000000 Penalty: 5474.032715
	Iteration 21Q: 3 clusters Score -8751609 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -8751682.000000 Penalty: 5474.032715
	Iteration 22Q: 3 clusters Score -8751682 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 60174 members 
Entering Unmasked Estep 
Score: -8751779.000000 Penalty: 5474.032715
	Iteration 23Q: 3 clusters Score -8751779 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 60314 members 
Entering Unmasked Estep 
Score: -8751869.000000 Penalty: 5474.032715
	Iteration 24Q: 3 clusters Score -8751869 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -8751943.000000 Penalty: 5474.032715
	Iteration 25Q: 3 clusters Score -8751943 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -8752038.000000 Penalty: 5474.032715
	Iteration 26Q: 3 clusters Score -8752038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -8752089.000000 Penalty: 5474.032715
	Iteration 27Q: 3 clusters Score -8752089 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -8752121.000000 Penalty: 5474.032715
	Iteration 28Q: 3 clusters Score -8752121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -8752156.000000 Penalty: 5474.032715
	Iteration 29Q: 3 clusters Score -8752156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8752180.000000 Penalty: 5474.032715
	Iteration 30Q: 3 clusters Score -8752180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -8752208.000000 Penalty: 5474.032715
	Iteration 31Q: 3 clusters Score -8752208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
Score: -8752222.000000 Penalty: 5474.032715
	Iteration 32Q: 3 clusters Score -8752222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -8752255.000000 Penalty: 5474.032715
	Iteration 33Q: 3 clusters Score -8752255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8752263.000000 Penalty: 5474.032715
	Iteration 34Q: 3 clusters Score -8752263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -8752289.000000 Penalty: 5474.032715
	Iteration 35Q: 3 clusters Score -8752289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -8752311.000000 Penalty: 5474.032715
	Iteration 36Q: 3 clusters Score -8752311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -8752318.000000 Penalty: 5474.032715
	Iteration 37Q: 3 clusters Score -8752318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -8752325.000000 Penalty: 5474.032715
	Iteration 38Q: 3 clusters Score -8752325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -8752322.000000 Penalty: 5474.032715
	Iteration 39Q: 3 clusters Score -8752322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 61178 members 
Entering Unmasked Estep 
Score: -8752341.000000 Penalty: 5474.032715
	Iteration 40F: 3 clusters Score -8752341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -8752352.000000 Penalty: 5474.032715
	Iteration 41Q: 3 clusters Score -8752352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8752351.000000 Penalty: 5474.032715
	Iteration 42Q: 3 clusters Score -8752351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -8752352.000000 Penalty: 5474.032715
	Iteration 43Q: 3 clusters Score -8752352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -8752351.000000 Penalty: 5474.032715
	Iteration 44Q: 3 clusters Score -8752351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -8752360.000000 Penalty: 5474.032715
	Iteration 45Q: 3 clusters Score -8752360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 61212 members 
Entering Unmasked Estep 
Score: -8752367.000000 Penalty: 5474.032715
	Iteration 46Q: 3 clusters Score -8752367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -8752365.000000 Penalty: 5474.032715
	Iteration 47Q: 3 clusters Score -8752365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8752364.000000 Penalty: 5474.032715
	Iteration 48Q: 3 clusters Score -8752364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -8752364.000000 Penalty: 5474.032715
	Iteration 49F: 3 clusters Score -8752364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (80847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Entering Unmasked Estep 
Score: -11387821.000000 Penalty: 2802.477783
	Iteration 0F: 2 clusters Score -1.138782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -11333760.000000 Penalty: 5604.955566
	Iteration 0F: 3 clusters Score -1.133376e+07 nChanged 37940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -11355161.000000 Penalty: 5604.955566
	Iteration 1F: 3 clusters Score -1.135516e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -11355885.000000 Penalty: 5604.955566
	Iteration 2Q: 3 clusters Score -1.135588e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -11356697.000000 Penalty: 5604.955566
	Iteration 3Q: 3 clusters Score -1.13567e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -11357760.000000 Penalty: 5604.955566
	Iteration 4Q: 3 clusters Score -1.135776e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -11359246.000000 Penalty: 5604.955566
	Iteration 5Q: 3 clusters Score -1.135925e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -11361534.000000 Penalty: 5604.955566
	Iteration 6F: 3 clusters Score -1.136153e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -11364517.000000 Penalty: 5604.955566
	Iteration 7F: 3 clusters Score -1.136452e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -11368441.000000 Penalty: 5604.955566
	Iteration 8F: 3 clusters Score -1.136844e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -11372364.000000 Penalty: 5604.955566
	Iteration 9F: 3 clusters Score -1.137236e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -11375232.000000 Penalty: 5604.955566
	Iteration 10F: 3 clusters Score -1.137523e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61083 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -11376927.000000 Penalty: 5604.955566
	Iteration 11Q: 3 clusters Score -1.137693e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62761 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -11377940.000000 Penalty: 5604.955566
	Iteration 12Q: 3 clusters Score -1.137794e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -11378818.000000 Penalty: 5604.955566
	Iteration 13Q: 3 clusters Score -1.137882e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -11379544.000000 Penalty: 5604.955566
	Iteration 14Q: 3 clusters Score -1.137954e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67283 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -11380279.000000 Penalty: 5604.955566
	Iteration 15Q: 3 clusters Score -1.138028e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -11380982.000000 Penalty: 5604.955566
	Iteration 16Q: 3 clusters Score -1.138098e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -11381539.000000 Penalty: 5604.955566
	Iteration 17Q: 3 clusters Score -1.138154e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71125 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -11382130.000000 Penalty: 5604.955566
	Iteration 18Q: 3 clusters Score -1.138213e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -11382640.000000 Penalty: 5604.955566
	Iteration 19Q: 3 clusters Score -1.138264e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -11383112.000000 Penalty: 5604.955566
	Iteration 20F: 3 clusters Score -1.138311e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -11383442.000000 Penalty: 5604.955566
	Iteration 21Q: 3 clusters Score -1.138344e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -11383807.000000 Penalty: 5604.955566
	Iteration 22Q: 3 clusters Score -1.138381e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75189 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -11384040.000000 Penalty: 5604.955566
	Iteration 23Q: 3 clusters Score -1.138404e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -11384277.000000 Penalty: 5604.955566
	Iteration 24Q: 3 clusters Score -1.138428e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -11384441.000000 Penalty: 5604.955566
	Iteration 25Q: 3 clusters Score -1.138444e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76599 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -11384577.000000 Penalty: 5604.955566
	Iteration 26Q: 3 clusters Score -1.138458e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -11384747.000000 Penalty: 5604.955566
	Iteration 27Q: 3 clusters Score -1.138475e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77307 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -11384906.000000 Penalty: 5604.955566
	Iteration 28Q: 3 clusters Score -1.138491e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -11384977.000000 Penalty: 5604.955566
	Iteration 29Q: 3 clusters Score -1.138498e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77829 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -11385024.000000 Penalty: 5604.955566
	Iteration 30Q: 3 clusters Score -1.138502e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -11385104.000000 Penalty: 5604.955566
	Iteration 31Q: 3 clusters Score -1.13851e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -11385139.000000 Penalty: 5604.955566
	Iteration 32Q: 3 clusters Score -1.138514e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11385225.000000 Penalty: 5604.955566
	Iteration 33Q: 3 clusters Score -1.138522e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -11385259.000000 Penalty: 5604.955566
	Iteration 34Q: 3 clusters Score -1.138526e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78614 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11385307.000000 Penalty: 5604.955566
	Iteration 35Q: 3 clusters Score -1.138531e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11385336.000000 Penalty: 5604.955566
	Iteration 36Q: 3 clusters Score -1.138534e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -11385356.000000 Penalty: 5604.955566
	Iteration 37Q: 3 clusters Score -1.138536e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -11385367.000000 Penalty: 5604.955566
	Iteration 38Q: 3 clusters Score -1.138537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11385376.000000 Penalty: 5604.955566
	Iteration 39Q: 3 clusters Score -1.138538e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11385382.000000 Penalty: 5604.955566
	Iteration 40F: 3 clusters Score -1.138538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11385399.000000 Penalty: 5604.955566
	Iteration 41Q: 3 clusters Score -1.13854e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11385421.000000 Penalty: 5604.955566
	Iteration 42Q: 3 clusters Score -1.138542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -11385403.000000 Penalty: 5604.955566
	Iteration 43Q: 3 clusters Score -1.13854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11385422.000000 Penalty: 5604.955566
	Iteration 44Q: 3 clusters Score -1.138542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -11385441.000000 Penalty: 5604.955566
	Iteration 45Q: 3 clusters Score -1.138544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -11385445.000000 Penalty: 5604.955566
	Iteration 46Q: 3 clusters Score -1.138544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -11385434.000000 Penalty: 5604.955566
	Iteration 47Q: 3 clusters Score -1.138543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11385446.000000 Penalty: 5604.955566
	Iteration 48Q: 3 clusters Score -1.138545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79149 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -11385456.000000 Penalty: 5604.955566
	Iteration 49Q: 3 clusters Score -1.138546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -11385481.000000 Penalty: 5604.955566
	Iteration 50Q: 3 clusters Score -1.138548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79185 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11385471.000000 Penalty: 5604.955566
	Iteration 51Q: 3 clusters Score -1.138547e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79193 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11385480.000000 Penalty: 5604.955566
	Iteration 52Q: 3 clusters Score -1.138548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79197 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -11385471.000000 Penalty: 5604.955566
	Iteration 53Q: 3 clusters Score -1.138547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11385478.000000 Penalty: 5604.955566
	Iteration 54Q: 3 clusters Score -1.138548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -11385470.000000 Penalty: 5604.955566
	Iteration 55Q: 3 clusters Score -1.138547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -11385472.000000 Penalty: 5604.955566
	Iteration 56Q: 3 clusters Score -1.138547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79207 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11385469.000000 Penalty: 5604.955566
	Iteration 57Q: 3 clusters Score -1.138547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79210 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11385459.000000 Penalty: 5604.955566
	Iteration 58Q: 3 clusters Score -1.138546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79211 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11385463.000000 Penalty: 5604.955566
	Iteration 59Q: 3 clusters Score -1.138546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -11385458.000000 Penalty: 5604.955566
	Iteration 60F: 3 clusters Score -1.138546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11385466.000000 Penalty: 5604.955566
	Iteration 61Q: 3 clusters Score -1.138547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79228 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11385477.000000 Penalty: 5604.955566
	Iteration 62Q: 3 clusters Score -1.138548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79236 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11385475.000000 Penalty: 5604.955566
	Iteration 63Q: 3 clusters Score -1.138548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11385484.000000 Penalty: 5604.955566
	Iteration 64Q: 3 clusters Score -1.138548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79243 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11385483.000000 Penalty: 5604.955566
	Iteration 65Q: 3 clusters Score -1.138548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11385495.000000 Penalty: 5604.955566
	Iteration 66Q: 3 clusters Score -1.13855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79250 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -11385500.000000 Penalty: 5604.955566
	Iteration 67Q: 3 clusters Score -1.13855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -11385495.000000 Penalty: 5604.955566
	Iteration 68Q: 3 clusters Score -1.13855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11385499.000000 Penalty: 5604.955566
	Iteration 69Q: 3 clusters Score -1.13855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11385499.000000 Penalty: 5604.955566
	Iteration 70Q: 3 clusters Score -1.13855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -11385496.000000 Penalty: 5604.955566
	Iteration 71Q: 3 clusters Score -1.13855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79281 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11385486.000000 Penalty: 5604.955566
	Iteration 72Q: 3 clusters Score -1.138549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11385485.000000 Penalty: 5604.955566
	Iteration 73Q: 3 clusters Score -1.138548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11385485.000000 Penalty: 5604.955566
	Iteration 74F: 3 clusters Score -1.138548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 26083 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 169291 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26004 members 
Mstep: Class 7 contains 154187 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 12 contains 21315 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 29873 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62091 members 
Mstep: Class 21 contains 80847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927272.000000 Penalty: 59508.957031
Iteration 119Q: 19 clusters Score -8.492727e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 25965 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 168635 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26033 members 
Mstep: Class 7 contains 154757 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 4856 members 
Mstep: Class 12 contains 21266 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 29908 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62060 members 
Mstep: Class 21 contains 80832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928240.000000 Penalty: 59508.957031
Iteration 120F: 19 clusters Score -8.492824e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 25912 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 168047 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26052 members 
Mstep: Class 7 contains 155056 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 5471 members 
Mstep: Class 12 contains 21181 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 29927 members 
Mstep: Class 15 contains 3801 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62016 members 
Mstep: Class 21 contains 80754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928784.000000 Penalty: 59508.957031
Iteration 121Q: 19 clusters Score -8.492878e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 167661 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26090 members 
Mstep: Class 7 contains 155217 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 5895 members 
Mstep: Class 12 contains 21123 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 29945 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62001 members 
Mstep: Class 21 contains 80662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929232.000000 Penalty: 59508.957031
Iteration 122Q: 19 clusters Score -8.492923e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 25854 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 167440 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26134 members 
Mstep: Class 7 contains 155291 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 12 contains 21071 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 29952 members 
Mstep: Class 15 contains 3797 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62006 members 
Mstep: Class 21 contains 80540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929488.000000 Penalty: 59508.957031
Iteration 123Q: 19 clusters Score -8.492949e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 25871 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 167259 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26177 members 
Mstep: Class 7 contains 155237 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 6608 members 
Mstep: Class 12 contains 21016 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 29973 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 62001 members 
Mstep: Class 21 contains 80448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929288.000000 Penalty: 59508.957031
Iteration 124Q: 19 clusters Score -8.492929e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 25883 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 167088 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26240 members 
Mstep: Class 7 contains 155140 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 12 contains 20982 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 29996 members 
Mstep: Class 15 contains 3796 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61985 members 
Mstep: Class 21 contains 80362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929592.000000 Penalty: 59508.957031
Iteration 125Q: 19 clusters Score -8.492959e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 25898 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166924 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 155010 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 7303 members 
Mstep: Class 12 contains 20945 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 30023 members 
Mstep: Class 15 contains 3793 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61951 members 
Mstep: Class 21 contains 80313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929616.000000 Penalty: 59508.957031
Iteration 126Q: 19 clusters Score -8.492962e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 25929 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166780 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26326 members 
Mstep: Class 7 contains 154939 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 7611 members 
Mstep: Class 12 contains 20894 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 30062 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61891 members 
Mstep: Class 21 contains 80270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929800.000000 Penalty: 59508.957031
Iteration 127Q: 19 clusters Score -8.49298e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 25952 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166654 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26366 members 
Mstep: Class 7 contains 154799 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 7921 members 
Mstep: Class 12 contains 20865 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 30099 members 
Mstep: Class 15 contains 3792 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61854 members 
Mstep: Class 21 contains 80200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929984.000000 Penalty: 59508.957031
Iteration 128Q: 19 clusters Score -8.492998e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 25961 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166547 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26409 members 
Mstep: Class 7 contains 154663 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 8225 members 
Mstep: Class 12 contains 20828 members 
Mstep: Class 13 contains 2099 members 
Mstep: Class 14 contains 30139 members 
Mstep: Class 15 contains 3789 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61831 members 
Mstep: Class 21 contains 80110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929984.000000 Penalty: 59508.957031
Iteration 129Q: 19 clusters Score -8.492998e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 25976 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166382 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26467 members 
Mstep: Class 7 contains 154535 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 8547 members 
Mstep: Class 12 contains 20790 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 30173 members 
Mstep: Class 15 contains 3787 members 
Mstep: Class 17 contains 1392 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61817 members 
Mstep: Class 21 contains 80027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930248.000000 Penalty: 59508.957031
Iteration 130Q: 19 clusters Score -8.493025e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 26018 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166246 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26541 members 
Mstep: Class 7 contains 154381 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 8844 members 
Mstep: Class 12 contains 20760 members 
Mstep: Class 13 contains 2101 members 
Mstep: Class 14 contains 30181 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61805 members 
Mstep: Class 21 contains 79966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930248.000000 Penalty: 59508.957031
Iteration 131Q: 19 clusters Score -8.493025e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 26060 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 166083 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26606 members 
Mstep: Class 7 contains 154326 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 12 contains 20722 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61753 members 
Mstep: Class 21 contains 79880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930464.000000 Penalty: 59508.957031
Iteration 132Q: 19 clusters Score -8.493046e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 26088 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165992 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26663 members 
Mstep: Class 7 contains 154156 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 12 contains 20702 members 
Mstep: Class 13 contains 2096 members 
Mstep: Class 14 contains 30201 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61746 members 
Mstep: Class 21 contains 79799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930592.000000 Penalty: 59508.957031
Iteration 133Q: 19 clusters Score -8.493059e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 26091 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165949 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26718 members 
Mstep: Class 7 contains 154013 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 12 contains 20675 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 30211 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1035 members 
Mstep: Class 19 contains 61714 members 
Mstep: Class 21 contains 79716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930704.000000 Penalty: 59508.957031
Iteration 134Q: 19 clusters Score -8.49307e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 26111 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165836 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26768 members 
Mstep: Class 7 contains 153920 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 9990 members 
Mstep: Class 12 contains 20650 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 30212 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61678 members 
Mstep: Class 21 contains 79649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930728.000000 Penalty: 59508.957031
Iteration 135Q: 19 clusters Score -8.493073e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 26124 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165807 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26810 members 
Mstep: Class 7 contains 153758 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 10227 members 
Mstep: Class 12 contains 20616 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 30217 members 
Mstep: Class 15 contains 3785 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61653 members 
Mstep: Class 21 contains 79594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931000.000000 Penalty: 59508.957031
Iteration 136Q: 19 clusters Score -8.4931e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 26126 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165753 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26852 members 
Mstep: Class 7 contains 153627 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 10468 members 
Mstep: Class 12 contains 20585 members 
Mstep: Class 13 contains 2095 members 
Mstep: Class 14 contains 30229 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61619 members 
Mstep: Class 21 contains 79533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931384.000000 Penalty: 59508.957031
Iteration 137Q: 19 clusters Score -8.493138e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 26133 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165727 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26886 members 
Mstep: Class 7 contains 153493 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 10684 members 
Mstep: Class 12 contains 20564 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 30243 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1396 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61569 members 
Mstep: Class 21 contains 79487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931408.000000 Penalty: 59508.957031
Iteration 138Q: 19 clusters Score -8.493141e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 26141 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165728 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26899 members 
Mstep: Class 7 contains 153328 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 10926 members 
Mstep: Class 12 contains 20548 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 30230 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61531 members 
Mstep: Class 21 contains 79456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931464.000000 Penalty: 59508.957031
Iteration 139Q: 19 clusters Score -8.493146e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 26158 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165685 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26923 members 
Mstep: Class 7 contains 153185 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 12 contains 20532 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 30220 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61507 members 
Mstep: Class 21 contains 79410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931520.000000 Penalty: 59508.957031
Iteration 140F: 19 clusters Score -8.493152e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 26172 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165652 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26942 members 
Mstep: Class 7 contains 153071 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 12 contains 20516 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 30209 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61464 members 
Mstep: Class 21 contains 79340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931608.000000 Penalty: 59508.957031
Iteration 141Q: 19 clusters Score -8.493161e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 26176 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165601 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26963 members 
Mstep: Class 7 contains 153028 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 11607 members 
Mstep: Class 12 contains 20499 members 
Mstep: Class 13 contains 2092 members 
Mstep: Class 14 contains 30208 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61417 members 
Mstep: Class 21 contains 79254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931944.000000 Penalty: 59508.957031
Iteration 142Q: 19 clusters Score -8.493194e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 26195 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165499 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26985 members 
Mstep: Class 7 contains 153047 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 11798 members 
Mstep: Class 12 contains 20478 members 
Mstep: Class 13 contains 2090 members 
Mstep: Class 14 contains 30195 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61388 members 
Mstep: Class 21 contains 79160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931920.000000 Penalty: 59508.957031
Iteration 143Q: 19 clusters Score -8.493192e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 26221 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165402 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27000 members 
Mstep: Class 7 contains 153006 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 12 contains 20471 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 30219 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61370 members 
Mstep: Class 21 contains 79080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84931912.000000 Penalty: 59508.957031
Iteration 144Q: 19 clusters Score -8.493191e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165333 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27007 members 
Mstep: Class 7 contains 153005 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12158 members 
Mstep: Class 12 contains 20466 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 30233 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61318 members 
Mstep: Class 21 contains 78976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932232.000000 Penalty: 59508.957031
Iteration 145Q: 19 clusters Score -8.493223e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 26282 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165258 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27010 members 
Mstep: Class 7 contains 153022 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12331 members 
Mstep: Class 12 contains 20457 members 
Mstep: Class 13 contains 2087 members 
Mstep: Class 14 contains 30226 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61295 members 
Mstep: Class 21 contains 78869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932296.000000 Penalty: 59508.957031
Iteration 146Q: 19 clusters Score -8.49323e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 26291 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165217 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27016 members 
Mstep: Class 7 contains 153035 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12479 members 
Mstep: Class 12 contains 20456 members 
Mstep: Class 13 contains 2088 members 
Mstep: Class 14 contains 30223 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61287 members 
Mstep: Class 21 contains 78734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932496.000000 Penalty: 59508.957031
Iteration 147Q: 19 clusters Score -8.49325e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 26316 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165224 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27020 members 
Mstep: Class 7 contains 153018 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12627 members 
Mstep: Class 12 contains 20445 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 30229 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61266 members 
Mstep: Class 21 contains 78610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932672.000000 Penalty: 59508.957031
Iteration 148Q: 19 clusters Score -8.493267e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 26336 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165207 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27029 members 
Mstep: Class 7 contains 153039 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 12 contains 20436 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30238 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61223 members 
Mstep: Class 21 contains 78492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932704.000000 Penalty: 59508.957031
Iteration 149Q: 19 clusters Score -8.49327e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 26357 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165215 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27026 members 
Mstep: Class 7 contains 153025 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12878 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30268 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61175 members 
Mstep: Class 21 contains 78383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932808.000000 Penalty: 59508.957031
Iteration 150Q: 19 clusters Score -8.493281e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 26387 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165187 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 27014 members 
Mstep: Class 7 contains 153026 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 12969 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30284 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61144 members 
Mstep: Class 21 contains 78310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932864.000000 Penalty: 59508.957031
Iteration 151Q: 19 clusters Score -8.493286e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 26421 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165173 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26992 members 
Mstep: Class 7 contains 153038 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13048 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30295 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61096 members 
Mstep: Class 21 contains 78239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 152Q: 19 clusters Score -8.493288e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 26446 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165185 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26969 members 
Mstep: Class 7 contains 153036 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13137 members 
Mstep: Class 12 contains 20411 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30317 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61078 members 
Mstep: Class 21 contains 78143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932952.000000 Penalty: 59508.957031
Iteration 153Q: 19 clusters Score -8.493295e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 26473 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165223 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26941 members 
Mstep: Class 7 contains 153001 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13219 members 
Mstep: Class 12 contains 20409 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30326 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61052 members 
Mstep: Class 21 contains 78081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932784.000000 Penalty: 59508.957031
Iteration 154Q: 19 clusters Score -8.493278e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 26493 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165287 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26910 members 
Mstep: Class 7 contains 152932 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13303 members 
Mstep: Class 12 contains 20403 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30333 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61030 members 
Mstep: Class 21 contains 78019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932976.000000 Penalty: 59508.957031
Iteration 155Q: 19 clusters Score -8.493298e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 26513 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165284 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26883 members 
Mstep: Class 7 contains 152940 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13359 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30340 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 61007 members 
Mstep: Class 21 contains 77963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 156Q: 19 clusters Score -8.493288e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 26531 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165276 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26860 members 
Mstep: Class 7 contains 152921 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13422 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60986 members 
Mstep: Class 21 contains 77914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932896.000000 Penalty: 59508.957031
Iteration 157Q: 19 clusters Score -8.49329e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 26552 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165236 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26854 members 
Mstep: Class 7 contains 152908 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 12 contains 20434 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30360 members 
Mstep: Class 15 contains 3779 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60959 members 
Mstep: Class 21 contains 77876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933104.000000 Penalty: 59508.957031
Iteration 158Q: 19 clusters Score -8.49331e+07 nChanged 896
Entering ConstructFrom: 
Score: -84933104.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (31268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Entering Unmasked Estep 
Score: -4431837.500000 Penalty: 2566.886963
	Iteration 0F: 2 clusters Score -4431838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -4410592.500000 Penalty: 5133.773926
	Iteration 0F: 3 clusters Score -4410592 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4418147.500000 Penalty: 5133.773926
	Iteration 1F: 3 clusters Score -4418148 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4418506.500000 Penalty: 5133.773926
	Iteration 2Q: 3 clusters Score -4418506 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -4418821.500000 Penalty: 5133.773926
	Iteration 3Q: 3 clusters Score -4418822 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4419175.000000 Penalty: 5133.773926
	Iteration 4Q: 3 clusters Score -4419175 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4419504.000000 Penalty: 5133.773926
	Iteration 5Q: 3 clusters Score -4419504 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4419982.000000 Penalty: 5133.773926
	Iteration 6Q: 3 clusters Score -4419982 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -4420529.000000 Penalty: 5133.773926
	Iteration 7Q: 3 clusters Score -4420529 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -4421260.000000 Penalty: 5133.773926
	Iteration 8Q: 3 clusters Score -4421260 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -4422116.000000 Penalty: 5133.773926
	Iteration 9Q: 3 clusters Score -4422116 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -4423212.500000 Penalty: 5133.773926
	Iteration 10Q: 3 clusters Score -4423212 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4424424.000000 Penalty: 5133.773926
	Iteration 11F: 3 clusters Score -4424424 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4425550.000000 Penalty: 5133.773926
	Iteration 12Q: 3 clusters Score -4425550 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -4426503.000000 Penalty: 5133.773926
	Iteration 13Q: 3 clusters Score -4426503 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4427220.000000 Penalty: 5133.773926
	Iteration 14Q: 3 clusters Score -4427220 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4427729.000000 Penalty: 5133.773926
	Iteration 15Q: 3 clusters Score -4427729 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -4428074.500000 Penalty: 5133.773926
	Iteration 16Q: 3 clusters Score -4428074 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4428361.000000 Penalty: 5133.773926
	Iteration 17Q: 3 clusters Score -4428361 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4428573.500000 Penalty: 5133.773926
	Iteration 18Q: 3 clusters Score -4428574 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4428785.500000 Penalty: 5133.773926
	Iteration 19Q: 3 clusters Score -4428786 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4428948.500000 Penalty: 5133.773926
	Iteration 20F: 3 clusters Score -4428948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4429073.500000 Penalty: 5133.773926
	Iteration 21Q: 3 clusters Score -4429074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4429168.000000 Penalty: 5133.773926
	Iteration 22Q: 3 clusters Score -4429168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4429242.500000 Penalty: 5133.773926
	Iteration 23Q: 3 clusters Score -4429242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4429309.000000 Penalty: 5133.773926
	Iteration 24Q: 3 clusters Score -4429309 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4429368.500000 Penalty: 5133.773926
	Iteration 25Q: 3 clusters Score -4429368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4429410.000000 Penalty: 5133.773926
	Iteration 26Q: 3 clusters Score -4429410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4429457.500000 Penalty: 5133.773926
	Iteration 27Q: 3 clusters Score -4429458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4429495.000000 Penalty: 5133.773926
	Iteration 28Q: 3 clusters Score -4429495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4429533.500000 Penalty: 5133.773926
	Iteration 29Q: 3 clusters Score -4429534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4429554.500000 Penalty: 5133.773926
	Iteration 30Q: 3 clusters Score -4429554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4429564.000000 Penalty: 5133.773926
	Iteration 31Q: 3 clusters Score -4429564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4429581.500000 Penalty: 5133.773926
	Iteration 32Q: 3 clusters Score -4429582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4429581.500000 Penalty: 5133.773926
	Iteration 33Q: 3 clusters Score -4429582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4429587.500000 Penalty: 5133.773926
	Iteration 34Q: 3 clusters Score -4429588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4429597.500000 Penalty: 5133.773926
	Iteration 35Q: 3 clusters Score -4429598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4429607.500000 Penalty: 5133.773926
	Iteration 36Q: 3 clusters Score -4429608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4429613.000000 Penalty: 5133.773926
	Iteration 37Q: 3 clusters Score -4429613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4429612.000000 Penalty: 5133.773926
	Iteration 38Q: 3 clusters Score -4429612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4429621.000000 Penalty: 5133.773926
	Iteration 39Q: 3 clusters Score -4429621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4429618.000000 Penalty: 5133.773926
	Iteration 40F: 3 clusters Score -4429618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4429619.000000 Penalty: 5133.773926
	Iteration 41Q: 3 clusters Score -4429619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4429618.000000 Penalty: 5133.773926
	Iteration 42Q: 3 clusters Score -4429618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4429618.000000 Penalty: 5133.773926
	Iteration 43F: 3 clusters Score -4429618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Entering Unmasked Estep 
Score: -3619269.250000 Penalty: 2526.565430
	Iteration 0F: 2 clusters Score -3619269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3600999.250000 Penalty: 5053.130859
	Iteration 0F: 3 clusters Score -3600999 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3607740.250000 Penalty: 5053.130859
	Iteration 1F: 3 clusters Score -3607740 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -3608859.750000 Penalty: 5053.130859
	Iteration 2F: 3 clusters Score -3608860 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3610213.750000 Penalty: 5053.130859
	Iteration 3F: 3 clusters Score -3610214 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3611645.250000 Penalty: 5053.130859
	Iteration 4F: 3 clusters Score -3611645 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3612946.500000 Penalty: 5053.130859
	Iteration 5F: 3 clusters Score -3612946 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -3614121.250000 Penalty: 5053.130859
	Iteration 6F: 3 clusters Score -3614121 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3615077.500000 Penalty: 5053.130859
	Iteration 7F: 3 clusters Score -3615078 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3615862.000000 Penalty: 5053.130859
	Iteration 8Q: 3 clusters Score -3615862 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3616484.750000 Penalty: 5053.130859
	Iteration 9Q: 3 clusters Score -3616485 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3616900.500000 Penalty: 5053.130859
	Iteration 10Q: 3 clusters Score -3616900 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3617243.250000 Penalty: 5053.130859
	Iteration 11Q: 3 clusters Score -3617243 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3617568.750000 Penalty: 5053.130859
	Iteration 12Q: 3 clusters Score -3617569 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3617862.750000 Penalty: 5053.130859
	Iteration 13Q: 3 clusters Score -3617863 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3618104.000000 Penalty: 5053.130859
	Iteration 14Q: 3 clusters Score -3618104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3618302.500000 Penalty: 5053.130859
	Iteration 15Q: 3 clusters Score -3618302 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3618479.000000 Penalty: 5053.130859
	Iteration 16Q: 3 clusters Score -3618479 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3618660.750000 Penalty: 5053.130859
	Iteration 17Q: 3 clusters Score -3618661 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -3618810.000000 Penalty: 5053.130859
	Iteration 18Q: 3 clusters Score -3618810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -3618933.500000 Penalty: 5053.130859
	Iteration 19Q: 3 clusters Score -3618934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3619008.250000 Penalty: 5053.130859
	Iteration 20F: 3 clusters Score -3619008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3619043.500000 Penalty: 5053.130859
	Iteration 21Q: 3 clusters Score -3619044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3619060.500000 Penalty: 5053.130859
	Iteration 22Q: 3 clusters Score -3619060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3619070.250000 Penalty: 5053.130859
	Iteration 23Q: 3 clusters Score -3619070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3619075.250000 Penalty: 5053.130859
	Iteration 24Q: 3 clusters Score -3619075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3619083.250000 Penalty: 5053.130859
	Iteration 25Q: 3 clusters Score -3619083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3619080.750000 Penalty: 5053.130859
	Iteration 26Q: 3 clusters Score -3619081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3619086.250000 Penalty: 5053.130859
	Iteration 27Q: 3 clusters Score -3619086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3619089.250000 Penalty: 5053.130859
	Iteration 28Q: 3 clusters Score -3619089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3619085.250000 Penalty: 5053.130859
	Iteration 29Q: 3 clusters Score -3619085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3619082.250000 Penalty: 5053.130859
	Iteration 30Q: 3 clusters Score -3619082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3619087.750000 Penalty: 5053.130859
	Iteration 31Q: 3 clusters Score -3619088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3619086.000000 Penalty: 5053.130859
	Iteration 32Q: 3 clusters Score -3619086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3619085.750000 Penalty: 5053.130859
	Iteration 33Q: 3 clusters Score -3619086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3619085.750000 Penalty: 5053.130859
	Iteration 34F: 3 clusters Score -3619086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24606.960938 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24606.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -24813.353516 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24813.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24936.056641 Penalty: 2695.126221
	Iteration 2F: 3 clusters Score -24936.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25062.226562 Penalty: 2695.126221
	Iteration 3F: 3 clusters Score -25062.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25149.076172 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -25149.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -25189.134766 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -25189.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25219.757812 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -25219.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25278.611328 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -25278.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -25318.074219 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -25318.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25344.591797 Penalty: 2695.126221
	Iteration 9Q: 3 clusters Score -25344.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -25364.933594 Penalty: 2695.126221
	Iteration 10Q: 3 clusters Score -25364.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25376.583984 Penalty: 2695.126221
	Iteration 11Q: 3 clusters Score -25376.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25384.025391 Penalty: 2695.126221
	Iteration 12Q: 3 clusters Score -25384.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -25391.720703 Penalty: 2695.126221
	Iteration 13Q: 3 clusters Score -25391.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25406.126953 Penalty: 2695.126221
	Iteration 14Q: 3 clusters Score -25406.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25429.152344 Penalty: 2695.126221
	Iteration 15Q: 3 clusters Score -25429.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25437.937500 Penalty: 2695.126221
	Iteration 16F: 3 clusters Score -25437.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -25503.072266 Penalty: 2695.126221
	Iteration 17Q: 3 clusters Score -25503.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25514.580078 Penalty: 2695.126221
	Iteration 18Q: 3 clusters Score -25514.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25514.580078 Penalty: 2695.126221
	Iteration 19F: 3 clusters Score -25514.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165213 members 
Entering Unmasked Estep 
Score: -23009366.000000 Penalty: 2979.717773
	Iteration 0F: 2 clusters Score -2.300937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -22903916.000000 Penalty: 5959.435547
	Iteration 0F: 3 clusters Score -2.290392e+07 nChanged 78957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 84222 members 
Entering Unmasked Estep 
Score: -22949868.000000 Penalty: 5959.435547
	Iteration 1F: 3 clusters Score -2.294987e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80034 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -22950568.000000 Penalty: 5959.435547
	Iteration 2Q: 3 clusters Score -2.295057e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -22951380.000000 Penalty: 5959.435547
	Iteration 3Q: 3 clusters Score -2.295138e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -22952662.000000 Penalty: 5959.435547
	Iteration 4Q: 3 clusters Score -2.295266e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -22954510.000000 Penalty: 5959.435547
	Iteration 5Q: 3 clusters Score -2.295451e+07 nChanged 6386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -22957450.000000 Penalty: 5959.435547
	Iteration 6Q: 3 clusters Score -2.295745e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 101723 members 
Entering Unmasked Estep 
Score: -22962412.000000 Penalty: 5959.435547
	Iteration 7Q: 3 clusters Score -2.296241e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 108324 members 
Entering Unmasked Estep 
Score: -22969576.000000 Penalty: 5959.435547
	Iteration 8F: 3 clusters Score -2.296958e+07 nChanged 10024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 114986 members 
Entering Unmasked Estep 
Score: -22978330.000000 Penalty: 5959.435547
	Iteration 9F: 3 clusters Score -2.297833e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -22985754.000000 Penalty: 5959.435547
	Iteration 10F: 3 clusters Score -2.298575e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 124951 members 
Entering Unmasked Estep 
Score: -22989984.000000 Penalty: 5959.435547
	Iteration 11Q: 3 clusters Score -2.298998e+07 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -22992660.000000 Penalty: 5959.435547
	Iteration 12Q: 3 clusters Score -2.299266e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 132554 members 
Entering Unmasked Estep 
Score: -22994596.000000 Penalty: 5959.435547
	Iteration 13Q: 3 clusters Score -2.29946e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -22996162.000000 Penalty: 5959.435547
	Iteration 14Q: 3 clusters Score -2.299616e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 139585 members 
Entering Unmasked Estep 
Score: -22997742.000000 Penalty: 5959.435547
	Iteration 15Q: 3 clusters Score -2.299774e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 142779 members 
Entering Unmasked Estep 
Score: -22999344.000000 Penalty: 5959.435547
	Iteration 16Q: 3 clusters Score -2.299934e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -23001076.000000 Penalty: 5959.435547
	Iteration 17Q: 3 clusters Score -2.300108e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -23002480.000000 Penalty: 5959.435547
	Iteration 18Q: 3 clusters Score -2.300248e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -23003552.000000 Penalty: 5959.435547
	Iteration 19Q: 3 clusters Score -2.300355e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 153091 members 
Entering Unmasked Estep 
Score: -23004342.000000 Penalty: 5959.435547
	Iteration 20F: 3 clusters Score -2.300434e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 154793 members 
Entering Unmasked Estep 
Score: -23004704.000000 Penalty: 5959.435547
	Iteration 21Q: 3 clusters Score -2.30047e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 156197 members 
Entering Unmasked Estep 
Score: -23005166.000000 Penalty: 5959.435547
	Iteration 22Q: 3 clusters Score -2.300517e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 157437 members 
Entering Unmasked Estep 
Score: -23005462.000000 Penalty: 5959.435547
	Iteration 23Q: 3 clusters Score -2.300546e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -23005732.000000 Penalty: 5959.435547
	Iteration 24Q: 3 clusters Score -2.300573e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 159324 members 
Entering Unmasked Estep 
Score: -23005948.000000 Penalty: 5959.435547
	Iteration 25Q: 3 clusters Score -2.300595e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 160019 members 
Entering Unmasked Estep 
Score: -23006056.000000 Penalty: 5959.435547
	Iteration 26Q: 3 clusters Score -2.300606e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -23006102.000000 Penalty: 5959.435547
	Iteration 27Q: 3 clusters Score -2.30061e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -23006224.000000 Penalty: 5959.435547
	Iteration 28Q: 3 clusters Score -2.300622e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 161516 members 
Entering Unmasked Estep 
Score: -23006320.000000 Penalty: 5959.435547
	Iteration 29Q: 3 clusters Score -2.300632e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 161814 members 
Entering Unmasked Estep 
Score: -23006396.000000 Penalty: 5959.435547
	Iteration 30Q: 3 clusters Score -2.30064e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 162081 members 
Entering Unmasked Estep 
Score: -23006444.000000 Penalty: 5959.435547
	Iteration 31Q: 3 clusters Score -2.300644e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 162310 members 
Entering Unmasked Estep 
Score: -23006538.000000 Penalty: 5959.435547
	Iteration 32Q: 3 clusters Score -2.300654e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 162472 members 
Entering Unmasked Estep 
Score: -23006548.000000 Penalty: 5959.435547
	Iteration 33Q: 3 clusters Score -2.300655e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 162625 members 
Entering Unmasked Estep 
Score: -23006568.000000 Penalty: 5959.435547
	Iteration 34Q: 3 clusters Score -2.300657e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -23006582.000000 Penalty: 5959.435547
	Iteration 35Q: 3 clusters Score -2.300658e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -23006572.000000 Penalty: 5959.435547
	Iteration 36Q: 3 clusters Score -2.300657e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 162950 members 
Entering Unmasked Estep 
Score: -23006616.000000 Penalty: 5959.435547
	Iteration 37Q: 3 clusters Score -2.300662e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -23006644.000000 Penalty: 5959.435547
	Iteration 38Q: 3 clusters Score -2.300664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -23006666.000000 Penalty: 5959.435547
	Iteration 39Q: 3 clusters Score -2.300667e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 163140 members 
Entering Unmasked Estep 
Score: -23006642.000000 Penalty: 5959.435547
	Iteration 40F: 3 clusters Score -2.300664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -23006668.000000 Penalty: 5959.435547
	Iteration 41Q: 3 clusters Score -2.300667e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 163246 members 
Entering Unmasked Estep 
Score: -23006682.000000 Penalty: 5959.435547
	Iteration 42Q: 3 clusters Score -2.300668e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -23006700.000000 Penalty: 5959.435547
	Iteration 43Q: 3 clusters Score -2.30067e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 163349 members 
Entering Unmasked Estep 
Score: -23006692.000000 Penalty: 5959.435547
	Iteration 44Q: 3 clusters Score -2.300669e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 163382 members 
Entering Unmasked Estep 
Score: -23006696.000000 Penalty: 5959.435547
	Iteration 45Q: 3 clusters Score -2.30067e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 163408 members 
Entering Unmasked Estep 
Score: -23006716.000000 Penalty: 5959.435547
	Iteration 46Q: 3 clusters Score -2.300672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 163431 members 
Entering Unmasked Estep 
Score: -23006734.000000 Penalty: 5959.435547
	Iteration 47Q: 3 clusters Score -2.300673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -23006740.000000 Penalty: 5959.435547
	Iteration 48Q: 3 clusters Score -2.300674e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 163478 members 
Entering Unmasked Estep 
Score: -23006750.000000 Penalty: 5959.435547
	Iteration 49Q: 3 clusters Score -2.300675e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 163506 members 
Entering Unmasked Estep 
Score: -23006738.000000 Penalty: 5959.435547
	Iteration 50Q: 3 clusters Score -2.300674e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -23006754.000000 Penalty: 5959.435547
	Iteration 51Q: 3 clusters Score -2.300675e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 163553 members 
Entering Unmasked Estep 
Score: -23006776.000000 Penalty: 5959.435547
	Iteration 52Q: 3 clusters Score -2.300678e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -23006790.000000 Penalty: 5959.435547
	Iteration 53Q: 3 clusters Score -2.300679e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 163600 members 
Entering Unmasked Estep 
Score: -23006790.000000 Penalty: 5959.435547
	Iteration 54Q: 3 clusters Score -2.300679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -23006806.000000 Penalty: 5959.435547
	Iteration 55Q: 3 clusters Score -2.300681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -23006796.000000 Penalty: 5959.435547
	Iteration 56Q: 3 clusters Score -2.30068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -23006806.000000 Penalty: 5959.435547
	Iteration 57Q: 3 clusters Score -2.300681e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -23006794.000000 Penalty: 5959.435547
	Iteration 58Q: 3 clusters Score -2.300679e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 163666 members 
Entering Unmasked Estep 
Score: -23006792.000000 Penalty: 5959.435547
	Iteration 59Q: 3 clusters Score -2.300679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -23006798.000000 Penalty: 5959.435547
	Iteration 60F: 3 clusters Score -2.30068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -23006816.000000 Penalty: 5959.435547
	Iteration 61Q: 3 clusters Score -2.300682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -23006812.000000 Penalty: 5959.435547
	Iteration 62Q: 3 clusters Score -2.300681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 163696 members 
Entering Unmasked Estep 
Score: -23006812.000000 Penalty: 5959.435547
	Iteration 63Q: 3 clusters Score -2.300681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 163706 members 
Entering Unmasked Estep 
Score: -23006818.000000 Penalty: 5959.435547
	Iteration 64Q: 3 clusters Score -2.300682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 163718 members 
Entering Unmasked Estep 
Score: -23006828.000000 Penalty: 5959.435547
	Iteration 65Q: 3 clusters Score -2.300683e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -23006806.000000 Penalty: 5959.435547
	Iteration 66Q: 3 clusters Score -2.300681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -23006810.000000 Penalty: 5959.435547
	Iteration 67Q: 3 clusters Score -2.300681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 163753 members 
Entering Unmasked Estep 
Score: -23006820.000000 Penalty: 5959.435547
	Iteration 68Q: 3 clusters Score -2.300682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -23006852.000000 Penalty: 5959.435547
	Iteration 69Q: 3 clusters Score -2.300685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 163784 members 
Entering Unmasked Estep 
Score: -23006866.000000 Penalty: 5959.435547
	Iteration 70Q: 3 clusters Score -2.300687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -23006860.000000 Penalty: 5959.435547
	Iteration 71Q: 3 clusters Score -2.300686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -23006882.000000 Penalty: 5959.435547
	Iteration 72Q: 3 clusters Score -2.300688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 163825 members 
Entering Unmasked Estep 
Score: -23006886.000000 Penalty: 5959.435547
	Iteration 73Q: 3 clusters Score -2.300689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -23006898.000000 Penalty: 5959.435547
	Iteration 74Q: 3 clusters Score -2.30069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 163832 members 
Entering Unmasked Estep 
Score: -23006884.000000 Penalty: 5959.435547
	Iteration 75Q: 3 clusters Score -2.300688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -23006896.000000 Penalty: 5959.435547
	Iteration 76Q: 3 clusters Score -2.30069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -23006904.000000 Penalty: 5959.435547
	Iteration 77Q: 3 clusters Score -2.30069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -23006900.000000 Penalty: 5959.435547
	Iteration 78Q: 3 clusters Score -2.30069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -23006900.000000 Penalty: 5959.435547
	Iteration 79F: 3 clusters Score -2.30069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 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 313 members 
Entering Unmasked Estep 
Score: -81114.007812 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81114.01 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -81320.976562 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81320.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81407.312500 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81407.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81462.929688 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81462.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81493.421875 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81493.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81515.585938 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81515.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81539.835938 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81539.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81566.648438 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81566.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81587.593750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81587.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81608.421875 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81608.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81636.382812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81636.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81641.320312 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81641.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81654.843750 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81654.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81666.398438 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81675.171875 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81675.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81683.437500 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -81683.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81683.437500 Penalty: 3220.151123
	Iteration 16F: 3 clusters Score -81683.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Entering Unmasked Estep 
Score: -3809293.500000 Penalty: 2529.072266
	Iteration 0F: 2 clusters Score -3809294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3790743.750000 Penalty: 5058.144531
	Iteration 0F: 3 clusters Score -3790744 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3797321.750000 Penalty: 5058.144531
	Iteration 1F: 3 clusters Score -3797322 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3797780.500000 Penalty: 5058.144531
	Iteration 2Q: 3 clusters Score -3797780 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3798250.000000 Penalty: 5058.144531
	Iteration 3Q: 3 clusters Score -3798250 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3798818.250000 Penalty: 5058.144531
	Iteration 4Q: 3 clusters Score -3798818 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -3799561.500000 Penalty: 5058.144531
	Iteration 5F: 3 clusters Score -3799562 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -3800592.000000 Penalty: 5058.144531
	Iteration 6F: 3 clusters Score -3800592 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3802044.500000 Penalty: 5058.144531
	Iteration 7F: 3 clusters Score -3802044 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -3803814.000000 Penalty: 5058.144531
	Iteration 8F: 3 clusters Score -3803814 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3805301.500000 Penalty: 5058.144531
	Iteration 9F: 3 clusters Score -3805302 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3806231.000000 Penalty: 5058.144531
	Iteration 10Q: 3 clusters Score -3806231 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3806695.000000 Penalty: 5058.144531
	Iteration 11Q: 3 clusters Score -3806695 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3806916.000000 Penalty: 5058.144531
	Iteration 12Q: 3 clusters Score -3806916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3807031.250000 Penalty: 5058.144531
	Iteration 13Q: 3 clusters Score -3807031 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3807077.250000 Penalty: 5058.144531
	Iteration 14Q: 3 clusters Score -3807077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3807098.750000 Penalty: 5058.144531
	Iteration 15Q: 3 clusters Score -3807099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3807110.500000 Penalty: 5058.144531
	Iteration 16Q: 3 clusters Score -3807110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3807119.000000 Penalty: 5058.144531
	Iteration 17Q: 3 clusters Score -3807119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3807130.500000 Penalty: 5058.144531
	Iteration 18Q: 3 clusters Score -3807130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3807137.750000 Penalty: 5058.144531
	Iteration 19Q: 3 clusters Score -3807138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3807138.750000 Penalty: 5058.144531
	Iteration 20F: 3 clusters Score -3807139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3807142.500000 Penalty: 5058.144531
	Iteration 21Q: 3 clusters Score -3807142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3807144.000000 Penalty: 5058.144531
	Iteration 22Q: 3 clusters Score -3807144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3807143.750000 Penalty: 5058.144531
	Iteration 23Q: 3 clusters Score -3807144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3807148.000000 Penalty: 5058.144531
	Iteration 24Q: 3 clusters Score -3807148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3807151.000000 Penalty: 5058.144531
	Iteration 25Q: 3 clusters Score -3807151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3807151.750000 Penalty: 5058.144531
	Iteration 26Q: 3 clusters Score -3807152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3807151.750000 Penalty: 5058.144531
	Iteration 27F: 3 clusters Score -3807152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Entering Unmasked Estep 
Score: -21338236.000000 Penalty: 2960.586182
	Iteration 0F: 2 clusters Score -2.133824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -21239230.000000 Penalty: 5921.172363
	Iteration 0F: 3 clusters Score -2.123923e+07 nChanged 72818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -21281684.000000 Penalty: 5921.172363
	Iteration 1F: 3 clusters Score -2.128168e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -21283188.000000 Penalty: 5921.172363
	Iteration 2Q: 3 clusters Score -2.128319e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72521 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -21285428.000000 Penalty: 5921.172363
	Iteration 3Q: 3 clusters Score -2.128543e+07 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -21288898.000000 Penalty: 5921.172363
	Iteration 4Q: 3 clusters Score -2.12889e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 83768 members 
Entering Unmasked Estep 
Score: -21293328.000000 Penalty: 5921.172363
	Iteration 5F: 3 clusters Score -2.129333e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -21299706.000000 Penalty: 5921.172363
	Iteration 6F: 3 clusters Score -2.129971e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -21306972.000000 Penalty: 5921.172363
	Iteration 7F: 3 clusters Score -2.130697e+07 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66610 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -21313606.000000 Penalty: 5921.172363
	Iteration 8F: 3 clusters Score -2.131361e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 85863 members 
Entering Unmasked Estep 
Score: -21317308.000000 Penalty: 5921.172363
	Iteration 9F: 3 clusters Score -2.131731e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -21318682.000000 Penalty: 5921.172363
	Iteration 10Q: 3 clusters Score -2.131868e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -21319434.000000 Penalty: 5921.172363
	Iteration 11Q: 3 clusters Score -2.131943e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68706 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -21320068.000000 Penalty: 5921.172363
	Iteration 12Q: 3 clusters Score -2.132007e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69506 members 
Mstep: Class 2 contains 83441 members 
Entering Unmasked Estep 
Score: -21320452.000000 Penalty: 5921.172363
	Iteration 13Q: 3 clusters Score -2.132045e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -21320988.000000 Penalty: 5921.172363
	Iteration 14Q: 3 clusters Score -2.132099e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 81520 members 
Entering Unmasked Estep 
Score: -21321570.000000 Penalty: 5921.172363
	Iteration 15Q: 3 clusters Score -2.132157e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -21322172.000000 Penalty: 5921.172363
	Iteration 16Q: 3 clusters Score -2.132217e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73721 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -21323094.000000 Penalty: 5921.172363
	Iteration 17Q: 3 clusters Score -2.132309e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 78121 members 
Entering Unmasked Estep 
Score: -21323840.000000 Penalty: 5921.172363
	Iteration 18Q: 3 clusters Score -2.132384e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 77063 members 
Entering Unmasked Estep 
Score: -21324652.000000 Penalty: 5921.172363
	Iteration 19Q: 3 clusters Score -2.132465e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -21325504.000000 Penalty: 5921.172363
	Iteration 20F: 3 clusters Score -2.13255e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77650 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -21326118.000000 Penalty: 5921.172363
	Iteration 21Q: 3 clusters Score -2.132612e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78217 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -21326658.000000 Penalty: 5921.172363
	Iteration 22Q: 3 clusters Score -2.132666e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78643 members 
Mstep: Class 2 contains 74304 members 
Entering Unmasked Estep 
Score: -21327006.000000 Penalty: 5921.172363
	Iteration 23Q: 3 clusters Score -2.132701e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78997 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -21327204.000000 Penalty: 5921.172363
	Iteration 24Q: 3 clusters Score -2.13272e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -21327338.000000 Penalty: 5921.172363
	Iteration 25Q: 3 clusters Score -2.132734e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -21327416.000000 Penalty: 5921.172363
	Iteration 26Q: 3 clusters Score -2.132742e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -21327556.000000 Penalty: 5921.172363
	Iteration 27Q: 3 clusters Score -2.132756e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 73324 members 
Entering Unmasked Estep 
Score: -21327598.000000 Penalty: 5921.172363
	Iteration 28Q: 3 clusters Score -2.13276e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79666 members 
Mstep: Class 2 contains 73281 members 
Entering Unmasked Estep 
Score: -21327606.000000 Penalty: 5921.172363
	Iteration 29Q: 3 clusters Score -2.132761e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 73250 members 
Entering Unmasked Estep 
Score: -21327684.000000 Penalty: 5921.172363
	Iteration 30Q: 3 clusters Score -2.132768e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79681 members 
Mstep: Class 2 contains 73266 members 
Entering Unmasked Estep 
Score: -21327760.000000 Penalty: 5921.172363
	Iteration 31Q: 3 clusters Score -2.132776e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 73285 members 
Entering Unmasked Estep 
Score: -21327810.000000 Penalty: 5921.172363
	Iteration 32Q: 3 clusters Score -2.132781e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79643 members 
Mstep: Class 2 contains 73304 members 
Entering Unmasked Estep 
Score: -21327808.000000 Penalty: 5921.172363
	Iteration 33Q: 3 clusters Score -2.132781e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -21327818.000000 Penalty: 5921.172363
	Iteration 34Q: 3 clusters Score -2.132782e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -21327804.000000 Penalty: 5921.172363
	Iteration 35Q: 3 clusters Score -2.13278e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 73390 members 
Entering Unmasked Estep 
Score: -21327836.000000 Penalty: 5921.172363
	Iteration 36Q: 3 clusters Score -2.132784e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79518 members 
Mstep: Class 2 contains 73429 members 
Entering Unmasked Estep 
Score: -21327848.000000 Penalty: 5921.172363
	Iteration 37Q: 3 clusters Score -2.132785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -21327838.000000 Penalty: 5921.172363
	Iteration 38Q: 3 clusters Score -2.132784e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 73499 members 
Entering Unmasked Estep 
Score: -21327844.000000 Penalty: 5921.172363
	Iteration 39Q: 3 clusters Score -2.132784e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79395 members 
Mstep: Class 2 contains 73552 members 
Entering Unmasked Estep 
Score: -21327856.000000 Penalty: 5921.172363
	Iteration 40F: 3 clusters Score -2.132786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -21327866.000000 Penalty: 5921.172363
	Iteration 41Q: 3 clusters Score -2.132787e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 73639 members 
Entering Unmasked Estep 
Score: -21327858.000000 Penalty: 5921.172363
	Iteration 42Q: 3 clusters Score -2.132786e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -21327870.000000 Penalty: 5921.172363
	Iteration 43Q: 3 clusters Score -2.132787e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79219 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -21327888.000000 Penalty: 5921.172363
	Iteration 44Q: 3 clusters Score -2.132789e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -21327874.000000 Penalty: 5921.172363
	Iteration 45Q: 3 clusters Score -2.132787e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -21327856.000000 Penalty: 5921.172363
	Iteration 46Q: 3 clusters Score -2.132786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -21327890.000000 Penalty: 5921.172363
	Iteration 47Q: 3 clusters Score -2.132789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -21327898.000000 Penalty: 5921.172363
	Iteration 48Q: 3 clusters Score -2.13279e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -21327900.000000 Penalty: 5921.172363
	Iteration 49Q: 3 clusters Score -2.13279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -21327900.000000 Penalty: 5921.172363
	Iteration 50Q: 3 clusters Score -2.13279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -21327898.000000 Penalty: 5921.172363
	Iteration 51Q: 3 clusters Score -2.13279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -21327904.000000 Penalty: 5921.172363
	Iteration 52Q: 3 clusters Score -2.13279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -21327876.000000 Penalty: 5921.172363
	Iteration 53Q: 3 clusters Score -2.132788e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 73864 members 
Entering Unmasked Estep 
Score: -21327890.000000 Penalty: 5921.172363
	Iteration 54Q: 3 clusters Score -2.132789e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79063 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -21327908.000000 Penalty: 5921.172363
	Iteration 55Q: 3 clusters Score -2.132791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -21327908.000000 Penalty: 5921.172363
	Iteration 56Q: 3 clusters Score -2.132791e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -21327886.000000 Penalty: 5921.172363
	Iteration 57Q: 3 clusters Score -2.132789e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -21327874.000000 Penalty: 5921.172363
	Iteration 58Q: 3 clusters Score -2.132787e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79014 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -21327886.000000 Penalty: 5921.172363
	Iteration 59Q: 3 clusters Score -2.132789e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -21327888.000000 Penalty: 5921.172363
	Iteration 60F: 3 clusters Score -2.132789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 73941 members 
Entering Unmasked Estep 
Score: -21327896.000000 Penalty: 5921.172363
	Iteration 61Q: 3 clusters Score -2.13279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 73951 members 
Entering Unmasked Estep 
Score: -21327886.000000 Penalty: 5921.172363
	Iteration 62Q: 3 clusters Score -2.132789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -21327894.000000 Penalty: 5921.172363
	Iteration 63Q: 3 clusters Score -2.132789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -21327904.000000 Penalty: 5921.172363
	Iteration 64Q: 3 clusters Score -2.13279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78968 members 
Mstep: Class 2 contains 73979 members 
Entering Unmasked Estep 
Score: -21327914.000000 Penalty: 5921.172363
	Iteration 65Q: 3 clusters Score -2.132791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -21327910.000000 Penalty: 5921.172363
	Iteration 66Q: 3 clusters Score -2.132791e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Mstep: Class 2 contains 74010 members 
Entering Unmasked Estep 
Score: -21327920.000000 Penalty: 5921.172363
	Iteration 67Q: 3 clusters Score -2.132792e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78925 members 
Mstep: Class 2 contains 74022 members 
Entering Unmasked Estep 
Score: -21327914.000000 Penalty: 5921.172363
	Iteration 68Q: 3 clusters Score -2.132791e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 74032 members 
Entering Unmasked Estep 
Score: -21327906.000000 Penalty: 5921.172363
	Iteration 69Q: 3 clusters Score -2.132791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78899 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -21327902.000000 Penalty: 5921.172363
	Iteration 70Q: 3 clusters Score -2.13279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78898 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -21327906.000000 Penalty: 5921.172363
	Iteration 71Q: 3 clusters Score -2.132791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78894 members 
Mstep: Class 2 contains 74053 members 
Entering Unmasked Estep 
Score: -21327900.000000 Penalty: 5921.172363
	Iteration 72Q: 3 clusters Score -2.13279e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78893 members 
Mstep: Class 2 contains 74054 members 
Entering Unmasked Estep 
Score: -21327904.000000 Penalty: 5921.172363
	Iteration 73Q: 3 clusters Score -2.13279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78891 members 
Mstep: Class 2 contains 74056 members 
Entering Unmasked Estep 
Score: -21327900.000000 Penalty: 5921.172363
	Iteration 74Q: 3 clusters Score -2.13279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 74059 members 
Entering Unmasked Estep 
Score: -21327908.000000 Penalty: 5921.172363
	Iteration 75Q: 3 clusters Score -2.132791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 74064 members 
Entering Unmasked Estep 
Score: -21327886.000000 Penalty: 5921.172363
	Iteration 76Q: 3 clusters Score -2.132789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 74069 members 
Entering Unmasked Estep 
Score: -21327898.000000 Penalty: 5921.172363
	Iteration 77Q: 3 clusters Score -2.13279e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -21327878.000000 Penalty: 5921.172363
	Iteration 78Q: 3 clusters Score -2.132788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78865 members 
Mstep: Class 2 contains 74082 members 
Entering Unmasked Estep 
Score: -21327878.000000 Penalty: 5921.172363
	Iteration 79Q: 3 clusters Score -2.132788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -21327874.000000 Penalty: 5921.172363
	Iteration 80F: 3 clusters Score -2.132787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78850 members 
Mstep: Class 2 contains 74097 members 
Entering Unmasked Estep 
Score: -21327866.000000 Penalty: 5921.172363
	Iteration 81Q: 3 clusters Score -2.132787e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 74105 members 
Entering Unmasked Estep 
Score: -21327878.000000 Penalty: 5921.172363
	Iteration 82Q: 3 clusters Score -2.132788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -21327878.000000 Penalty: 5921.172363
	Iteration 83Q: 3 clusters Score -2.132788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -21327874.000000 Penalty: 5921.172363
	Iteration 84Q: 3 clusters Score -2.132787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -21327866.000000 Penalty: 5921.172363
	Iteration 85Q: 3 clusters Score -2.132787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78832 members 
Mstep: Class 2 contains 74115 members 
Entering Unmasked Estep 
Score: -21327866.000000 Penalty: 5921.172363
	Iteration 86F: 3 clusters Score -2.132787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 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 177 members 
Entering Unmasked Estep 
Score: -36973.546875 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36973.55 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37348.781250 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37348.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37518.773438 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37518.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37594.933594 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -37594.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37619.914062 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37619.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37630.964844 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37630.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37630.964844 Penalty: 2876.350098
	Iteration 6F: 3 clusters Score -37630.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58843.562500 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58843.56 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -59078.703125 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59078.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -59156.890625 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59156.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -59207.421875 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59207.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59260.039062 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59260.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -59298.976562 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59298.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -59351.792969 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59351.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59408.070312 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59408.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -59456.804688 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59456.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59485.457031 Penalty: 3064.260254
	Iteration 9Q: 3 clusters Score -59485.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59500.992188 Penalty: 3064.260254
	Iteration 10Q: 3 clusters Score -59500.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -59525.597656 Penalty: 3064.260254
	Iteration 11Q: 3 clusters Score -59525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59528.851562 Penalty: 3064.260254
	Iteration 12Q: 3 clusters Score -59528.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -59528.851562 Penalty: 3064.260254
	Iteration 13F: 3 clusters Score -59528.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (13520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Entering Unmasked Estep 
Score: -1917483.125000 Penalty: 2358.957520
	Iteration 0F: 2 clusters Score -1917483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1907565.625000 Penalty: 4717.915039
	Iteration 0F: 3 clusters Score -1907566 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1910542.000000 Penalty: 4717.915039
	Iteration 1F: 3 clusters Score -1910542 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1910846.875000 Penalty: 4717.915039
	Iteration 2F: 3 clusters Score -1910847 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1911057.500000 Penalty: 4717.915039
	Iteration 3Q: 3 clusters Score -1911058 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1911213.750000 Penalty: 4717.915039
	Iteration 4Q: 3 clusters Score -1911214 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1911317.000000 Penalty: 4717.915039
	Iteration 5Q: 3 clusters Score -1911317 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1911390.750000 Penalty: 4717.915039
	Iteration 6Q: 3 clusters Score -1911391 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1911462.375000 Penalty: 4717.915039
	Iteration 7Q: 3 clusters Score -1911462 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1911518.000000 Penalty: 4717.915039
	Iteration 8Q: 3 clusters Score -1911518 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1911584.875000 Penalty: 4717.915039
	Iteration 9Q: 3 clusters Score -1911585 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1911659.125000 Penalty: 4717.915039
	Iteration 10Q: 3 clusters Score -1911659 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1911721.250000 Penalty: 4717.915039
	Iteration 11Q: 3 clusters Score -1911721 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1911795.875000 Penalty: 4717.915039
	Iteration 12Q: 3 clusters Score -1911796 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1911864.375000 Penalty: 4717.915039
	Iteration 13Q: 3 clusters Score -1911864 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1911966.250000 Penalty: 4717.915039
	Iteration 14Q: 3 clusters Score -1911966 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1912045.250000 Penalty: 4717.915039
	Iteration 15Q: 3 clusters Score -1912045 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1912138.500000 Penalty: 4717.915039
	Iteration 16Q: 3 clusters Score -1912138 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1912261.125000 Penalty: 4717.915039
	Iteration 17Q: 3 clusters Score -1912261 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1912381.750000 Penalty: 4717.915039
	Iteration 18Q: 3 clusters Score -1912382 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1912531.500000 Penalty: 4717.915039
	Iteration 19Q: 3 clusters Score -1912532 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1912704.125000 Penalty: 4717.915039
	Iteration 20F: 3 clusters Score -1912704 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1912898.750000 Penalty: 4717.915039
	Iteration 21Q: 3 clusters Score -1912899 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1913102.000000 Penalty: 4717.915039
	Iteration 22Q: 3 clusters Score -1913102 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1913306.375000 Penalty: 4717.915039
	Iteration 23Q: 3 clusters Score -1913306 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1913509.875000 Penalty: 4717.915039
	Iteration 24Q: 3 clusters Score -1913510 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1913743.500000 Penalty: 4717.915039
	Iteration 25Q: 3 clusters Score -1913744 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1913973.625000 Penalty: 4717.915039
	Iteration 26Q: 3 clusters Score -1913974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1914150.250000 Penalty: 4717.915039
	Iteration 27Q: 3 clusters Score -1914150 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1914316.625000 Penalty: 4717.915039
	Iteration 28Q: 3 clusters Score -1914317 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1914463.375000 Penalty: 4717.915039
	Iteration 29Q: 3 clusters Score -1914463 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1914587.875000 Penalty: 4717.915039
	Iteration 30Q: 3 clusters Score -1914588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1914704.750000 Penalty: 4717.915039
	Iteration 31Q: 3 clusters Score -1914705 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1914802.375000 Penalty: 4717.915039
	Iteration 32Q: 3 clusters Score -1914802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1914886.250000 Penalty: 4717.915039
	Iteration 33Q: 3 clusters Score -1914886 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1914968.125000 Penalty: 4717.915039
	Iteration 34Q: 3 clusters Score -1914968 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1915041.625000 Penalty: 4717.915039
	Iteration 35Q: 3 clusters Score -1915042 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1915098.125000 Penalty: 4717.915039
	Iteration 36Q: 3 clusters Score -1915098 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1915141.000000 Penalty: 4717.915039
	Iteration 37Q: 3 clusters Score -1915141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1915176.750000 Penalty: 4717.915039
	Iteration 38Q: 3 clusters Score -1915177 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1915213.500000 Penalty: 4717.915039
	Iteration 39Q: 3 clusters Score -1915214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1915240.250000 Penalty: 4717.915039
	Iteration 40F: 3 clusters Score -1915240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1915253.750000 Penalty: 4717.915039
	Iteration 41Q: 3 clusters Score -1915254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1915273.125000 Penalty: 4717.915039
	Iteration 42Q: 3 clusters Score -1915273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1915286.500000 Penalty: 4717.915039
	Iteration 43Q: 3 clusters Score -1915286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1915299.125000 Penalty: 4717.915039
	Iteration 44Q: 3 clusters Score -1915299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1915305.750000 Penalty: 4717.915039
	Iteration 45Q: 3 clusters Score -1915306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1915314.750000 Penalty: 4717.915039
	Iteration 46Q: 3 clusters Score -1915315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1915321.125000 Penalty: 4717.915039
	Iteration 47Q: 3 clusters Score -1915321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1915326.625000 Penalty: 4717.915039
	Iteration 48Q: 3 clusters Score -1915327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1915330.875000 Penalty: 4717.915039
	Iteration 49Q: 3 clusters Score -1915331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1915334.625000 Penalty: 4717.915039
	Iteration 50Q: 3 clusters Score -1915335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1915340.625000 Penalty: 4717.915039
	Iteration 51Q: 3 clusters Score -1915341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1915339.000000 Penalty: 4717.915039
	Iteration 52Q: 3 clusters Score -1915339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1915340.625000 Penalty: 4717.915039
	Iteration 53Q: 3 clusters Score -1915341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1915340.000000 Penalty: 4717.915039
	Iteration 54Q: 3 clusters Score -1915340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1915342.125000 Penalty: 4717.915039
	Iteration 55Q: 3 clusters Score -1915342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1915341.625000 Penalty: 4717.915039
	Iteration 56Q: 3 clusters Score -1915342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1915342.125000 Penalty: 4717.915039
	Iteration 57Q: 3 clusters Score -1915342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1915343.375000 Penalty: 4717.915039
	Iteration 58Q: 3 clusters Score -1915343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1915343.750000 Penalty: 4717.915039
	Iteration 59Q: 3 clusters Score -1915344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1915343.750000 Penalty: 4717.915039
	Iteration 60F: 3 clusters Score -1915344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Entering Unmasked Estep 
Score: -2895055.500000 Penalty: 2461.437500
	Iteration 0F: 2 clusters Score -2895056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2880722.000000 Penalty: 4922.875000
	Iteration 0F: 3 clusters Score -2880722 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2885642.500000 Penalty: 4922.875000
	Iteration 1F: 3 clusters Score -2885642 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2886101.500000 Penalty: 4922.875000
	Iteration 2F: 3 clusters Score -2886102 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2886504.750000 Penalty: 4922.875000
	Iteration 3Q: 3 clusters Score -2886505 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2886944.000000 Penalty: 4922.875000
	Iteration 4Q: 3 clusters Score -2886944 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2887599.750000 Penalty: 4922.875000
	Iteration 5F: 3 clusters Score -2887600 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2888465.500000 Penalty: 4922.875000
	Iteration 6F: 3 clusters Score -2888466 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -2889513.000000 Penalty: 4922.875000
	Iteration 7F: 3 clusters Score -2889513 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2890636.000000 Penalty: 4922.875000
	Iteration 8F: 3 clusters Score -2890636 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2891635.000000 Penalty: 4922.875000
	Iteration 9F: 3 clusters Score -2891635 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2892324.750000 Penalty: 4922.875000
	Iteration 10Q: 3 clusters Score -2892325 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2892695.000000 Penalty: 4922.875000
	Iteration 11Q: 3 clusters Score -2892695 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2892902.750000 Penalty: 4922.875000
	Iteration 12Q: 3 clusters Score -2892903 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2893011.000000 Penalty: 4922.875000
	Iteration 13Q: 3 clusters Score -2893011 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -2893082.500000 Penalty: 4922.875000
	Iteration 14Q: 3 clusters Score -2893082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2893109.750000 Penalty: 4922.875000
	Iteration 15Q: 3 clusters Score -2893110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2893133.500000 Penalty: 4922.875000
	Iteration 16Q: 3 clusters Score -2893134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2893147.000000 Penalty: 4922.875000
	Iteration 17Q: 3 clusters Score -2893147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2893150.500000 Penalty: 4922.875000
	Iteration 18Q: 3 clusters Score -2893150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2893158.500000 Penalty: 4922.875000
	Iteration 19Q: 3 clusters Score -2893158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2893160.250000 Penalty: 4922.875000
	Iteration 20F: 3 clusters Score -2893160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2893163.000000 Penalty: 4922.875000
	Iteration 21Q: 3 clusters Score -2893163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2893162.250000 Penalty: 4922.875000
	Iteration 22Q: 3 clusters Score -2893162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2893161.250000 Penalty: 4922.875000
	Iteration 23Q: 3 clusters Score -2893161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2893161.250000 Penalty: 4922.875000
	Iteration 24F: 3 clusters Score -2893161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -286923.000000 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -286923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -284249.375000 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -284249.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -284723.781250 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -284723.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -284822.218750 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -284822.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -284862.250000 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -284862.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -284893.312500 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -284893.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -284910.000000 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -284910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -284923.062500 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -284923.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -284934.718750 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -284934.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -284946.531250 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -284946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -284957.750000 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -284957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284965.562500 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -284965.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -284975.187500 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -284975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -284982.812500 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -284982.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -284990.218750 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -284990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -284992.843750 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -284992.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -284995.468750 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -284995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -285000.000000 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -285000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -285005.875000 Penalty: 3790.215820
	Iteration 17Q: 3 clusters Score -285005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -285009.687500 Penalty: 3790.215820
	Iteration 18Q: 3 clusters Score -285009.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -285015.468750 Penalty: 3790.215820
	Iteration 19Q: 3 clusters Score -285015.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -285021.437500 Penalty: 3790.215820
	Iteration 20F: 3 clusters Score -285021.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -285027.406250 Penalty: 3790.215820
	Iteration 21Q: 3 clusters Score -285027.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -285031.593750 Penalty: 3790.215820
	Iteration 22Q: 3 clusters Score -285031.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -285033.562500 Penalty: 3790.215820
	Iteration 23Q: 3 clusters Score -285033.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -285035.968750 Penalty: 3790.215820
	Iteration 24Q: 3 clusters Score -285036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -285038.343750 Penalty: 3790.215820
	Iteration 25Q: 3 clusters Score -285038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285040.031250 Penalty: 3790.215820
	Iteration 26Q: 3 clusters Score -285040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -285040.468750 Penalty: 3790.215820
	Iteration 27Q: 3 clusters Score -285040.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -285042.625000 Penalty: 3790.215820
	Iteration 28Q: 3 clusters Score -285042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -285045.125000 Penalty: 3790.215820
	Iteration 29Q: 3 clusters Score -285045.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285047.062500 Penalty: 3790.215820
	Iteration 30Q: 3 clusters Score -285047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285049.281250 Penalty: 3790.215820
	Iteration 31Q: 3 clusters Score -285049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -285051.062500 Penalty: 3790.215820
	Iteration 32Q: 3 clusters Score -285051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -285054.406250 Penalty: 3790.215820
	Iteration 33Q: 3 clusters Score -285054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -285056.312500 Penalty: 3790.215820
	Iteration 34Q: 3 clusters Score -285056.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285056.812500 Penalty: 3790.215820
	Iteration 35Q: 3 clusters Score -285056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -285056.812500 Penalty: 3790.215820
	Iteration 36F: 3 clusters Score -285056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Entering Unmasked Estep 
Score: -4306845.500000 Penalty: 2559.627686
	Iteration 0F: 2 clusters Score -4306846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4286089.500000 Penalty: 5119.255371
	Iteration 0F: 3 clusters Score -4286090 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4293717.000000 Penalty: 5119.255371
	Iteration 1F: 3 clusters Score -4293717 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4294312.000000 Penalty: 5119.255371
	Iteration 2F: 3 clusters Score -4294312 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -4294908.500000 Penalty: 5119.255371
	Iteration 3Q: 3 clusters Score -4294908 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4295564.500000 Penalty: 5119.255371
	Iteration 4Q: 3 clusters Score -4295564 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4296307.500000 Penalty: 5119.255371
	Iteration 5Q: 3 clusters Score -4296308 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4297162.000000 Penalty: 5119.255371
	Iteration 6F: 3 clusters Score -4297162 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4298140.500000 Penalty: 5119.255371
	Iteration 7F: 3 clusters Score -4298140 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4299193.500000 Penalty: 5119.255371
	Iteration 8F: 3 clusters Score -4299194 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -4300159.500000 Penalty: 5119.255371
	Iteration 9F: 3 clusters Score -4300160 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4300810.000000 Penalty: 5119.255371
	Iteration 10Q: 3 clusters Score -4300810 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4301164.500000 Penalty: 5119.255371
	Iteration 11Q: 3 clusters Score -4301164 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4301334.000000 Penalty: 5119.255371
	Iteration 12Q: 3 clusters Score -4301334 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4301460.500000 Penalty: 5119.255371
	Iteration 13Q: 3 clusters Score -4301460 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -4301539.500000 Penalty: 5119.255371
	Iteration 14Q: 3 clusters Score -4301540 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -4301615.500000 Penalty: 5119.255371
	Iteration 15Q: 3 clusters Score -4301616 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4301714.000000 Penalty: 5119.255371
	Iteration 16Q: 3 clusters Score -4301714 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4301803.500000 Penalty: 5119.255371
	Iteration 17Q: 3 clusters Score -4301804 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -4301910.500000 Penalty: 5119.255371
	Iteration 18Q: 3 clusters Score -4301910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4302015.000000 Penalty: 5119.255371
	Iteration 19Q: 3 clusters Score -4302015 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -4302097.500000 Penalty: 5119.255371
	Iteration 20F: 3 clusters Score -4302098 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4302172.000000 Penalty: 5119.255371
	Iteration 21Q: 3 clusters Score -4302172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -4302242.500000 Penalty: 5119.255371
	Iteration 22Q: 3 clusters Score -4302242 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4302335.500000 Penalty: 5119.255371
	Iteration 23Q: 3 clusters Score -4302336 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4302405.000000 Penalty: 5119.255371
	Iteration 24Q: 3 clusters Score -4302405 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4302479.000000 Penalty: 5119.255371
	Iteration 25Q: 3 clusters Score -4302479 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4302559.500000 Penalty: 5119.255371
	Iteration 26Q: 3 clusters Score -4302560 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4302616.000000 Penalty: 5119.255371
	Iteration 27Q: 3 clusters Score -4302616 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -4302694.000000 Penalty: 5119.255371
	Iteration 28Q: 3 clusters Score -4302694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4302761.500000 Penalty: 5119.255371
	Iteration 29Q: 3 clusters Score -4302762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4302830.000000 Penalty: 5119.255371
	Iteration 30Q: 3 clusters Score -4302830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -4302902.500000 Penalty: 5119.255371
	Iteration 31Q: 3 clusters Score -4302902 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4302974.500000 Penalty: 5119.255371
	Iteration 32Q: 3 clusters Score -4302974 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4303029.500000 Penalty: 5119.255371
	Iteration 33Q: 3 clusters Score -4303030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4303089.500000 Penalty: 5119.255371
	Iteration 34Q: 3 clusters Score -4303090 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -4303161.500000 Penalty: 5119.255371
	Iteration 35Q: 3 clusters Score -4303162 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -4303217.000000 Penalty: 5119.255371
	Iteration 36Q: 3 clusters Score -4303217 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4303275.000000 Penalty: 5119.255371
	Iteration 37Q: 3 clusters Score -4303275 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4303357.500000 Penalty: 5119.255371
	Iteration 38Q: 3 clusters Score -4303358 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4303428.500000 Penalty: 5119.255371
	Iteration 39Q: 3 clusters Score -4303428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -4303474.000000 Penalty: 5119.255371
	Iteration 40F: 3 clusters Score -4303474 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4303564.500000 Penalty: 5119.255371
	Iteration 41Q: 3 clusters Score -4303564 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -4303657.000000 Penalty: 5119.255371
	Iteration 42Q: 3 clusters Score -4303657 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -4303779.000000 Penalty: 5119.255371
	Iteration 43Q: 3 clusters Score -4303779 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -4303869.500000 Penalty: 5119.255371
	Iteration 44Q: 3 clusters Score -4303870 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -4303941.000000 Penalty: 5119.255371
	Iteration 45Q: 3 clusters Score -4303941 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4304012.500000 Penalty: 5119.255371
	Iteration 46Q: 3 clusters Score -4304012 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -4304072.000000 Penalty: 5119.255371
	Iteration 47Q: 3 clusters Score -4304072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4304139.500000 Penalty: 5119.255371
	Iteration 48Q: 3 clusters Score -4304140 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -4304186.500000 Penalty: 5119.255371
	Iteration 49Q: 3 clusters Score -4304186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -4304230.500000 Penalty: 5119.255371
	Iteration 50Q: 3 clusters Score -4304230 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4304291.500000 Penalty: 5119.255371
	Iteration 51Q: 3 clusters Score -4304292 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -4304340.500000 Penalty: 5119.255371
	Iteration 52Q: 3 clusters Score -4304340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4304381.500000 Penalty: 5119.255371
	Iteration 53Q: 3 clusters Score -4304382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4304410.500000 Penalty: 5119.255371
	Iteration 54Q: 3 clusters Score -4304410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -4304437.000000 Penalty: 5119.255371
	Iteration 55Q: 3 clusters Score -4304437 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -4304472.000000 Penalty: 5119.255371
	Iteration 56Q: 3 clusters Score -4304472 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -4304497.000000 Penalty: 5119.255371
	Iteration 57Q: 3 clusters Score -4304497 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -4304529.500000 Penalty: 5119.255371
	Iteration 58Q: 3 clusters Score -4304530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -4304553.000000 Penalty: 5119.255371
	Iteration 59Q: 3 clusters Score -4304553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -4304594.000000 Penalty: 5119.255371
	Iteration 60F: 3 clusters Score -4304594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4304624.500000 Penalty: 5119.255371
	Iteration 61Q: 3 clusters Score -4304624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -4304641.000000 Penalty: 5119.255371
	Iteration 62Q: 3 clusters Score -4304641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4304661.000000 Penalty: 5119.255371
	Iteration 63Q: 3 clusters Score -4304661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4304680.000000 Penalty: 5119.255371
	Iteration 64Q: 3 clusters Score -4304680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4304692.000000 Penalty: 5119.255371
	Iteration 65Q: 3 clusters Score -4304692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -4304706.000000 Penalty: 5119.255371
	Iteration 66Q: 3 clusters Score -4304706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -4304713.500000 Penalty: 5119.255371
	Iteration 67Q: 3 clusters Score -4304714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4304728.000000 Penalty: 5119.255371
	Iteration 68Q: 3 clusters Score -4304728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -4304742.500000 Penalty: 5119.255371
	Iteration 69Q: 3 clusters Score -4304742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4304741.500000 Penalty: 5119.255371
	Iteration 70Q: 3 clusters Score -4304742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -4304750.000000 Penalty: 5119.255371
	Iteration 71Q: 3 clusters Score -4304750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4304751.500000 Penalty: 5119.255371
	Iteration 72Q: 3 clusters Score -4304752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -4304757.500000 Penalty: 5119.255371
	Iteration 73Q: 3 clusters Score -4304758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -4304757.000000 Penalty: 5119.255371
	Iteration 74Q: 3 clusters Score -4304757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4304765.500000 Penalty: 5119.255371
	Iteration 75Q: 3 clusters Score -4304766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -4304769.500000 Penalty: 5119.255371
	Iteration 76Q: 3 clusters Score -4304770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4304779.000000 Penalty: 5119.255371
	Iteration 77Q: 3 clusters Score -4304779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4304779.000000 Penalty: 5119.255371
	Iteration 78F: 3 clusters Score -4304779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -520873.968750 Penalty: 2042.894897
	Iteration 0F: 2 clusters Score -520874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -517076.843750 Penalty: 4085.789795
	Iteration 0F: 3 clusters Score -517076.8 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -517856.218750 Penalty: 4085.789795
	Iteration 1F: 3 clusters Score -517856.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -518055.312500 Penalty: 4085.789795
	Iteration 2F: 3 clusters Score -518055.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -518188.875000 Penalty: 4085.789795
	Iteration 3F: 3 clusters Score -518188.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -518263.906250 Penalty: 4085.789795
	Iteration 4Q: 3 clusters Score -518263.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -518325.906250 Penalty: 4085.789795
	Iteration 5Q: 3 clusters Score -518325.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -518368.343750 Penalty: 4085.789795
	Iteration 6Q: 3 clusters Score -518368.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -518401.906250 Penalty: 4085.789795
	Iteration 7Q: 3 clusters Score -518401.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -518434.343750 Penalty: 4085.789795
	Iteration 8Q: 3 clusters Score -518434.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -518473.031250 Penalty: 4085.789795
	Iteration 9Q: 3 clusters Score -518473 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -518502.437500 Penalty: 4085.789795
	Iteration 10Q: 3 clusters Score -518502.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -518525.437500 Penalty: 4085.789795
	Iteration 11Q: 3 clusters Score -518525.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -518544.187500 Penalty: 4085.789795
	Iteration 12Q: 3 clusters Score -518544.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -518560.750000 Penalty: 4085.789795
	Iteration 13Q: 3 clusters Score -518560.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -518578.656250 Penalty: 4085.789795
	Iteration 14Q: 3 clusters Score -518578.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -518596.593750 Penalty: 4085.789795
	Iteration 15Q: 3 clusters Score -518596.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -518615.812500 Penalty: 4085.789795
	Iteration 16Q: 3 clusters Score -518615.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -518636.687500 Penalty: 4085.789795
	Iteration 17Q: 3 clusters Score -518636.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -518654.937500 Penalty: 4085.789795
	Iteration 18Q: 3 clusters Score -518654.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -518671.000000 Penalty: 4085.789795
	Iteration 19Q: 3 clusters Score -518671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -518694.812500 Penalty: 4085.789795
	Iteration 20F: 3 clusters Score -518694.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -518710.781250 Penalty: 4085.789795
	Iteration 21Q: 3 clusters Score -518710.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -518729.875000 Penalty: 4085.789795
	Iteration 22Q: 3 clusters Score -518729.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -518755.531250 Penalty: 4085.789795
	Iteration 23Q: 3 clusters Score -518755.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -518772.843750 Penalty: 4085.789795
	Iteration 24Q: 3 clusters Score -518772.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -518791.906250 Penalty: 4085.789795
	Iteration 25Q: 3 clusters Score -518791.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -518814.312500 Penalty: 4085.789795
	Iteration 26Q: 3 clusters Score -518814.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -518837.218750 Penalty: 4085.789795
	Iteration 27Q: 3 clusters Score -518837.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -518848.843750 Penalty: 4085.789795
	Iteration 28Q: 3 clusters Score -518848.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -518859.750000 Penalty: 4085.789795
	Iteration 29Q: 3 clusters Score -518859.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -518869.593750 Penalty: 4085.789795
	Iteration 30Q: 3 clusters Score -518869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -518882.468750 Penalty: 4085.789795
	Iteration 31Q: 3 clusters Score -518882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -518891.531250 Penalty: 4085.789795
	Iteration 32Q: 3 clusters Score -518891.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -518899.750000 Penalty: 4085.789795
	Iteration 33Q: 3 clusters Score -518899.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -518908.687500 Penalty: 4085.789795
	Iteration 34Q: 3 clusters Score -518908.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -518914.906250 Penalty: 4085.789795
	Iteration 35Q: 3 clusters Score -518914.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -518920.968750 Penalty: 4085.789795
	Iteration 36Q: 3 clusters Score -518921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -518925.593750 Penalty: 4085.789795
	Iteration 37Q: 3 clusters Score -518925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -518928.500000 Penalty: 4085.789795
	Iteration 38Q: 3 clusters Score -518928.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -518931.156250 Penalty: 4085.789795
	Iteration 39Q: 3 clusters Score -518931.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -518935.750000 Penalty: 4085.789795
	Iteration 40F: 3 clusters Score -518935.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -518942.125000 Penalty: 4085.789795
	Iteration 41Q: 3 clusters Score -518942.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -518944.937500 Penalty: 4085.789795
	Iteration 42Q: 3 clusters Score -518944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -518946.375000 Penalty: 4085.789795
	Iteration 43Q: 3 clusters Score -518946.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -518949.375000 Penalty: 4085.789795
	Iteration 44Q: 3 clusters Score -518949.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -518951.812500 Penalty: 4085.789795
	Iteration 45Q: 3 clusters Score -518951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -518955.250000 Penalty: 4085.789795
	Iteration 46Q: 3 clusters Score -518955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -518958.156250 Penalty: 4085.789795
	Iteration 47Q: 3 clusters Score -518958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -518959.843750 Penalty: 4085.789795
	Iteration 48Q: 3 clusters Score -518959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -518960.937500 Penalty: 4085.789795
	Iteration 49Q: 3 clusters Score -518960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -518961.187500 Penalty: 4085.789795
	Iteration 50Q: 3 clusters Score -518961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -518963.531250 Penalty: 4085.789795
	Iteration 51Q: 3 clusters Score -518963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -518963.312500 Penalty: 4085.789795
	Iteration 52Q: 3 clusters Score -518963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -518963.312500 Penalty: 4085.789795
	Iteration 53F: 3 clusters Score -518963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -185041.625000 Penalty: 1795.503296
	Iteration 0F: 2 clusters Score -185041.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182862.796875 Penalty: 3591.006592
	Iteration 0F: 3 clusters Score -182862.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183219.671875 Penalty: 3591.006592
	Iteration 1F: 3 clusters Score -183219.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183413.750000 Penalty: 3591.006592
	Iteration 2F: 3 clusters Score -183413.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -183529.421875 Penalty: 3591.006592
	Iteration 3F: 3 clusters Score -183529.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -183618.125000 Penalty: 3591.006592
	Iteration 4Q: 3 clusters Score -183618.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183658.906250 Penalty: 3591.006592
	Iteration 5Q: 3 clusters Score -183658.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183695.140625 Penalty: 3591.006592
	Iteration 6Q: 3 clusters Score -183695.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183720.687500 Penalty: 3591.006592
	Iteration 7Q: 3 clusters Score -183720.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183738.640625 Penalty: 3591.006592
	Iteration 8Q: 3 clusters Score -183738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183745.640625 Penalty: 3591.006592
	Iteration 9Q: 3 clusters Score -183745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183757.078125 Penalty: 3591.006592
	Iteration 10Q: 3 clusters Score -183757.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183769.593750 Penalty: 3591.006592
	Iteration 11Q: 3 clusters Score -183769.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183778.015625 Penalty: 3591.006592
	Iteration 12Q: 3 clusters Score -183778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183785.750000 Penalty: 3591.006592
	Iteration 13Q: 3 clusters Score -183785.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -183789.656250 Penalty: 3591.006592
	Iteration 14Q: 3 clusters Score -183789.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -183795.625000 Penalty: 3591.006592
	Iteration 15Q: 3 clusters Score -183795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -183797.234375 Penalty: 3591.006592
	Iteration 16Q: 3 clusters Score -183797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183798.875000 Penalty: 3591.006592
	Iteration 17Q: 3 clusters Score -183798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -183799.859375 Penalty: 3591.006592
	Iteration 18Q: 3 clusters Score -183799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183801.234375 Penalty: 3591.006592
	Iteration 19Q: 3 clusters Score -183801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183801.234375 Penalty: 3591.006592
	Iteration 20F: 3 clusters Score -183801.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -127336.2 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 518 members 
Entering Unmasked Estep 
Score: -125419.750000 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -125419.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125846.796875 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -125846.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -126094.843750 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -126094.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126320.664062 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -126320.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -126510.585938 Penalty: 3442.830322
	Iteration 4F: 3 clusters Score -126510.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126725.750000 Penalty: 3442.830322
	Iteration 5F: 3 clusters Score -126725.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -126893.640625 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -126893.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -126972.695312 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -126972.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -127039.976562 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -127040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -127095.796875 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -127095.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127126.710938 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -127126.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127145.906250 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -127145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -127158.765625 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -127158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -127168.812500 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -127168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127178.281250 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -127178.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -127182.429688 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -127182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -127185.085938 Penalty: 3442.830322
	Iteration 16Q: 3 clusters Score -127185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127187.328125 Penalty: 3442.830322
	Iteration 17Q: 3 clusters Score -127187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127189.062500 Penalty: 3442.830322
	Iteration 18Q: 3 clusters Score -127189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -127189.062500 Penalty: 3442.830322
	Iteration 19F: 3 clusters Score -127189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Entering Unmasked Estep 
Score: -8588090.000000 Penalty: 2732.221191
	Iteration 0F: 2 clusters Score -8588090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -8547212.000000 Penalty: 5464.442383
	Iteration 0F: 3 clusters Score -8547212 nChanged 28363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8563184.000000 Penalty: 5464.442383
	Iteration 1F: 3 clusters Score -8563184 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -8564025.000000 Penalty: 5464.442383
	Iteration 2Q: 3 clusters Score -8564025 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8565151.000000 Penalty: 5464.442383
	Iteration 3Q: 3 clusters Score -8565151 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8566842.000000 Penalty: 5464.442383
	Iteration 4F: 3 clusters Score -8566842 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8569606.000000 Penalty: 5464.442383
	Iteration 5F: 3 clusters Score -8569606 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -8573617.000000 Penalty: 5464.442383
	Iteration 6F: 3 clusters Score -8573617 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -8578418.000000 Penalty: 5464.442383
	Iteration 7F: 3 clusters Score -8578418 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8582376.000000 Penalty: 5464.442383
	Iteration 8F: 3 clusters Score -8582376 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8584511.000000 Penalty: 5464.442383
	Iteration 9Q: 3 clusters Score -8584511 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59858 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8585402.000000 Penalty: 5464.442383
	Iteration 10Q: 3 clusters Score -8585402 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8585785.000000 Penalty: 5464.442383
	Iteration 11Q: 3 clusters Score -8585785 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60358 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8585931.000000 Penalty: 5464.442383
	Iteration 12Q: 3 clusters Score -8585931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60445 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8586018.000000 Penalty: 5464.442383
	Iteration 13Q: 3 clusters Score -8586018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8586078.000000 Penalty: 5464.442383
	Iteration 14Q: 3 clusters Score -8586078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8586120.000000 Penalty: 5464.442383
	Iteration 15Q: 3 clusters Score -8586120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8586143.000000 Penalty: 5464.442383
	Iteration 16Q: 3 clusters Score -8586143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8586172.000000 Penalty: 5464.442383
	Iteration 17Q: 3 clusters Score -8586172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8586200.000000 Penalty: 5464.442383
	Iteration 18Q: 3 clusters Score -8586200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8586210.000000 Penalty: 5464.442383
	Iteration 19Q: 3 clusters Score -8586210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8586219.000000 Penalty: 5464.442383
	Iteration 20F: 3 clusters Score -8586219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8586227.000000 Penalty: 5464.442383
	Iteration 21Q: 3 clusters Score -8586227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8586227.000000 Penalty: 5464.442383
	Iteration 22F: 3 clusters Score -8586227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Entering Unmasked Estep 
Score: -10967859.000000 Penalty: 2793.061768
	Iteration 0F: 2 clusters Score -1.096786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -10915809.000000 Penalty: 5586.123535
	Iteration 0F: 3 clusters Score -1.091581e+07 nChanged 36697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -10936355.000000 Penalty: 5586.123535
	Iteration 1F: 3 clusters Score -1.093636e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -10936941.000000 Penalty: 5586.123535
	Iteration 2Q: 3 clusters Score -1.093694e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -10937353.000000 Penalty: 5586.123535
	Iteration 3Q: 3 clusters Score -1.093735e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -10937963.000000 Penalty: 5586.123535
	Iteration 4Q: 3 clusters Score -1.093796e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -10938543.000000 Penalty: 5586.123535
	Iteration 5Q: 3 clusters Score -1.093854e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -10939292.000000 Penalty: 5586.123535
	Iteration 6Q: 3 clusters Score -1.093929e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -10940269.000000 Penalty: 5586.123535
	Iteration 7Q: 3 clusters Score -1.094027e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -10941792.000000 Penalty: 5586.123535
	Iteration 8Q: 3 clusters Score -1.094179e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -10944144.000000 Penalty: 5586.123535
	Iteration 9F: 3 clusters Score -1.094414e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -10947157.000000 Penalty: 5586.123535
	Iteration 10F: 3 clusters Score -1.094716e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -10951084.000000 Penalty: 5586.123535
	Iteration 11F: 3 clusters Score -1.095108e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -10954607.000000 Penalty: 5586.123535
	Iteration 12F: 3 clusters Score -1.095461e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -10956945.000000 Penalty: 5586.123535
	Iteration 13Q: 3 clusters Score -1.095694e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -10958370.000000 Penalty: 5586.123535
	Iteration 14Q: 3 clusters Score -1.095837e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64699 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -10959376.000000 Penalty: 5586.123535
	Iteration 15Q: 3 clusters Score -1.095938e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -10960173.000000 Penalty: 5586.123535
	Iteration 16Q: 3 clusters Score -1.096017e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -10960963.000000 Penalty: 5586.123535
	Iteration 17Q: 3 clusters Score -1.096096e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -10961724.000000 Penalty: 5586.123535
	Iteration 18Q: 3 clusters Score -1.096172e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -10962482.000000 Penalty: 5586.123535
	Iteration 19Q: 3 clusters Score -1.096248e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71118 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -10963090.000000 Penalty: 5586.123535
	Iteration 20F: 3 clusters Score -1.096309e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72038 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -10963661.000000 Penalty: 5586.123535
	Iteration 21Q: 3 clusters Score -1.096366e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -10964091.000000 Penalty: 5586.123535
	Iteration 22Q: 3 clusters Score -1.096409e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -10964389.000000 Penalty: 5586.123535
	Iteration 23Q: 3 clusters Score -1.096439e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73859 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -10964590.000000 Penalty: 5586.123535
	Iteration 24Q: 3 clusters Score -1.096459e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74278 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -10964772.000000 Penalty: 5586.123535
	Iteration 25Q: 3 clusters Score -1.096477e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74649 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -10964909.000000 Penalty: 5586.123535
	Iteration 26Q: 3 clusters Score -1.096491e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10965027.000000 Penalty: 5586.123535
	Iteration 27Q: 3 clusters Score -1.096503e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -10965139.000000 Penalty: 5586.123535
	Iteration 28Q: 3 clusters Score -1.096514e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10965194.000000 Penalty: 5586.123535
	Iteration 29Q: 3 clusters Score -1.096519e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -10965287.000000 Penalty: 5586.123535
	Iteration 30Q: 3 clusters Score -1.096529e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10965331.000000 Penalty: 5586.123535
	Iteration 31Q: 3 clusters Score -1.096533e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75795 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10965360.000000 Penalty: 5586.123535
	Iteration 32Q: 3 clusters Score -1.096536e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10965397.000000 Penalty: 5586.123535
	Iteration 33Q: 3 clusters Score -1.09654e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -10965436.000000 Penalty: 5586.123535
	Iteration 34Q: 3 clusters Score -1.096544e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76006 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10965455.000000 Penalty: 5586.123535
	Iteration 35Q: 3 clusters Score -1.096546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10965468.000000 Penalty: 5586.123535
	Iteration 36Q: 3 clusters Score -1.096547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76122 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10965489.000000 Penalty: 5586.123535
	Iteration 37Q: 3 clusters Score -1.096549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -10965532.000000 Penalty: 5586.123535
	Iteration 38Q: 3 clusters Score -1.096553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76215 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10965529.000000 Penalty: 5586.123535
	Iteration 39Q: 3 clusters Score -1.096553e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10965541.000000 Penalty: 5586.123535
	Iteration 40F: 3 clusters Score -1.096554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -10965548.000000 Penalty: 5586.123535
	Iteration 41Q: 3 clusters Score -1.096555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -10965542.000000 Penalty: 5586.123535
	Iteration 42Q: 3 clusters Score -1.096554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10965544.000000 Penalty: 5586.123535
	Iteration 43Q: 3 clusters Score -1.096554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76292 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10965555.000000 Penalty: 5586.123535
	Iteration 44Q: 3 clusters Score -1.096556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10965548.000000 Penalty: 5586.123535
	Iteration 45Q: 3 clusters Score -1.096555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -10965555.000000 Penalty: 5586.123535
	Iteration 46Q: 3 clusters Score -1.096556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -10965552.000000 Penalty: 5586.123535
	Iteration 47Q: 3 clusters Score -1.096555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76299 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -10965552.000000 Penalty: 5586.123535
	Iteration 48Q: 3 clusters Score -1.096555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10965552.000000 Penalty: 5586.123535
	Iteration 49Q: 3 clusters Score -1.096555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -10965559.000000 Penalty: 5586.123535
	Iteration 50Q: 3 clusters Score -1.096556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10965554.000000 Penalty: 5586.123535
	Iteration 51Q: 3 clusters Score -1.096555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -10965554.000000 Penalty: 5586.123535
	Iteration 52F: 3 clusters Score -1.096555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 26576 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165213 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26846 members 
Mstep: Class 7 contains 152947 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 12 contains 20438 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60902 members 
Mstep: Class 21 contains 77835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933096.000000 Penalty: 59508.957031
Iteration 159Q: 19 clusters Score -8.49331e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 26596 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165203 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26841 members 
Mstep: Class 7 contains 152972 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13572 members 
Mstep: Class 12 contains 20436 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60837 members 
Mstep: Class 21 contains 77800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933064.000000 Penalty: 59508.957031
Iteration 160F: 19 clusters Score -8.493306e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 26600 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165231 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26841 members 
Mstep: Class 7 contains 152956 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13607 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30375 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60792 members 
Mstep: Class 21 contains 77786 members 
Entering Unmasked Estep 
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Iteration 161Q: 19 clusters Score -8.493302e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 26605 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165256 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26841 members 
Mstep: Class 7 contains 152929 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13645 members 
Mstep: Class 12 contains 20429 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 30381 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60747 members 
Mstep: Class 21 contains 77784 members 
Entering Unmasked Estep 
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Iteration 162Q: 19 clusters Score -8.493315e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 26622 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165292 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26831 members 
Mstep: Class 7 contains 152887 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 30390 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60712 members 
Mstep: Class 21 contains 77772 members 
Entering Unmasked Estep 
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Iteration 163Q: 19 clusters Score -8.49331e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 26646 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165341 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26818 members 
Mstep: Class 7 contains 152871 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13700 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30406 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60666 members 
Mstep: Class 21 contains 77736 members 
Entering Unmasked Estep 
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Iteration 164Q: 19 clusters Score -8.493303e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 26663 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165372 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26815 members 
Mstep: Class 7 contains 152833 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13733 members 
Mstep: Class 12 contains 20413 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30417 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60641 members 
Mstep: Class 21 contains 77713 members 
Entering Unmasked Estep 
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Iteration 165Q: 19 clusters Score -8.493294e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26677 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165430 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26812 members 
Mstep: Class 7 contains 152765 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13775 members 
Mstep: Class 12 contains 20401 members 
Mstep: Class 13 contains 2085 members 
Mstep: Class 14 contains 30424 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60610 members 
Mstep: Class 21 contains 77698 members 
Entering Unmasked Estep 
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Iteration 166Q: 19 clusters Score -8.493308e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26691 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165468 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26808 members 
Mstep: Class 7 contains 152724 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13812 members 
Mstep: Class 12 contains 20393 members 
Mstep: Class 13 contains 2084 members 
Mstep: Class 14 contains 30438 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60575 members 
Mstep: Class 21 contains 77683 members 
Entering Unmasked Estep 
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Iteration 167Q: 19 clusters Score -8.493297e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 26707 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165513 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26806 members 
Mstep: Class 7 contains 152676 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13858 members 
Mstep: Class 12 contains 20386 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30444 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60553 members 
Mstep: Class 21 contains 77654 members 
Entering Unmasked Estep 
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Iteration 168Q: 19 clusters Score -8.493304e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26712 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165542 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26806 members 
Mstep: Class 7 contains 152642 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13890 members 
Mstep: Class 12 contains 20383 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30459 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60516 members 
Mstep: Class 21 contains 77644 members 
Entering Unmasked Estep 
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Iteration 169Q: 19 clusters Score -8.493314e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 26723 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165560 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26800 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13933 members 
Mstep: Class 12 contains 20390 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60482 members 
Mstep: Class 21 contains 77628 members 
Entering Unmasked Estep 
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Iteration 170Q: 19 clusters Score -8.493326e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 26735 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165539 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26790 members 
Mstep: Class 7 contains 152652 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13966 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30479 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60443 members 
Mstep: Class 21 contains 77614 members 
Entering Unmasked Estep 
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Iteration 171Q: 19 clusters Score -8.493318e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 26738 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165576 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26791 members 
Mstep: Class 7 contains 152641 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 13990 members 
Mstep: Class 12 contains 20388 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30485 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60405 members 
Mstep: Class 21 contains 77600 members 
Entering Unmasked Estep 
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Iteration 172Q: 19 clusters Score -8.493321e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 26750 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165591 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26781 members 
Mstep: Class 7 contains 152635 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14009 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30495 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60372 members 
Mstep: Class 21 contains 77591 members 
Entering Unmasked Estep 
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Iteration 173Q: 19 clusters Score -8.493316e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 26760 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165622 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26770 members 
Mstep: Class 7 contains 152637 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14006 members 
Mstep: Class 12 contains 20404 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30490 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60351 members 
Mstep: Class 21 contains 77573 members 
Entering Unmasked Estep 
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Iteration 174Q: 19 clusters Score -8.493316e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165650 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26769 members 
Mstep: Class 7 contains 152629 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14015 members 
Mstep: Class 12 contains 20407 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30495 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60337 members 
Mstep: Class 21 contains 77541 members 
Entering Unmasked Estep 
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Iteration 175Q: 19 clusters Score -8.493316e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 26780 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165681 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26763 members 
Mstep: Class 7 contains 152643 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14025 members 
Mstep: Class 12 contains 20408 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60325 members 
Mstep: Class 21 contains 77505 members 
Entering Unmasked Estep 
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Iteration 176Q: 19 clusters Score -8.493325e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 26784 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165724 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26756 members 
Mstep: Class 7 contains 152637 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14038 members 
Mstep: Class 12 contains 20410 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30486 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60312 members 
Mstep: Class 21 contains 77476 members 
Entering Unmasked Estep 
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Iteration 177Q: 19 clusters Score -8.493325e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 26789 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165727 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26751 members 
Mstep: Class 7 contains 152627 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14064 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30484 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1395 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60301 members 
Mstep: Class 21 contains 77467 members 
Entering Unmasked Estep 
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Iteration 178Q: 19 clusters Score -8.493309e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 26789 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165736 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26744 members 
Mstep: Class 7 contains 152608 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14102 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30482 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60300 members 
Mstep: Class 21 contains 77458 members 
Entering Unmasked Estep 
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Iteration 179Q: 19 clusters Score -8.493294e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 26792 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165747 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26738 members 
Mstep: Class 7 contains 152588 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14130 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60297 members 
Mstep: Class 21 contains 77449 members 
Entering Unmasked Estep 
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Iteration 180F: 19 clusters Score -8.493299e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 26794 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165767 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26727 members 
Mstep: Class 7 contains 152585 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14145 members 
Mstep: Class 12 contains 20427 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60274 members 
Mstep: Class 21 contains 77448 members 
Entering Unmasked Estep 
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Iteration 181Q: 19 clusters Score -8.493293e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 26798 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165771 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26720 members 
Mstep: Class 7 contains 152615 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14153 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 30482 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60246 members 
Mstep: Class 21 contains 77446 members 
Entering Unmasked Estep 
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Iteration 182Q: 19 clusters Score -8.493296e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 26807 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165781 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26719 members 
Mstep: Class 7 contains 152613 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60234 members 
Mstep: Class 21 contains 77444 members 
Entering Unmasked Estep 
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Iteration 183Q: 19 clusters Score -8.493286e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 26813 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165786 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26716 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14170 members 
Mstep: Class 12 contains 20411 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60226 members 
Mstep: Class 21 contains 77449 members 
Entering Unmasked Estep 
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Iteration 184Q: 19 clusters Score -8.493286e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 26823 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165778 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26717 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14178 members 
Mstep: Class 12 contains 20403 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60220 members 
Mstep: Class 21 contains 77460 members 
Entering Unmasked Estep 
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Iteration 185Q: 19 clusters Score -8.493288e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 26829 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165768 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14182 members 
Mstep: Class 12 contains 20401 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60213 members 
Mstep: Class 21 contains 77472 members 
Entering Unmasked Estep 
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Iteration 186Q: 19 clusters Score -8.493298e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 26835 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165750 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 152611 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14189 members 
Mstep: Class 12 contains 20398 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60205 members 
Mstep: Class 21 contains 77475 members 
Entering Unmasked Estep 
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Iteration 187Q: 19 clusters Score -8.49329e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 26844 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165721 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26720 members 
Mstep: Class 7 contains 152639 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14194 members 
Mstep: Class 12 contains 20398 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60197 members 
Mstep: Class 21 contains 77470 members 
Entering Unmasked Estep 
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Iteration 188Q: 19 clusters Score -8.49329e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 26846 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165694 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26720 members 
Mstep: Class 7 contains 152662 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14202 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60194 members 
Mstep: Class 21 contains 77474 members 
Entering Unmasked Estep 
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Iteration 189Q: 19 clusters Score -8.493289e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 26846 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165688 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26721 members 
Mstep: Class 7 contains 152671 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14207 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30479 members 
Mstep: Class 15 contains 3783 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60187 members 
Mstep: Class 21 contains 77473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932872.000000 Penalty: 59508.957031
Iteration 190Q: 19 clusters Score -8.493287e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 26849 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165667 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26725 members 
Mstep: Class 7 contains 152662 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14212 members 
Mstep: Class 12 contains 20403 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60187 members 
Mstep: Class 21 contains 77484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932920.000000 Penalty: 59508.957031
Iteration 191Q: 19 clusters Score -8.493292e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 26854 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165641 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26727 members 
Mstep: Class 7 contains 152659 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14219 members 
Mstep: Class 12 contains 20408 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60185 members 
Mstep: Class 21 contains 77494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 192Q: 19 clusters Score -8.493294e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 26857 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165620 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 152672 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14226 members 
Mstep: Class 12 contains 20413 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60175 members 
Mstep: Class 21 contains 77494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932976.000000 Penalty: 59508.957031
Iteration 193Q: 19 clusters Score -8.493298e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 26857 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165604 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26741 members 
Mstep: Class 7 contains 152685 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14234 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60158 members 
Mstep: Class 21 contains 77498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932960.000000 Penalty: 59508.957031
Iteration 194Q: 19 clusters Score -8.493296e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 26861 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165589 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26745 members 
Mstep: Class 7 contains 152702 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14242 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30467 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60150 members 
Mstep: Class 21 contains 77496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933048.000000 Penalty: 59508.957031
Iteration 195Q: 19 clusters Score -8.493305e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 26862 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165588 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 152701 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14261 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30460 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60140 members 
Mstep: Class 21 contains 77495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 196Q: 19 clusters Score -8.493294e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 26865 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165593 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26748 members 
Mstep: Class 7 contains 152705 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14273 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60131 members 
Mstep: Class 21 contains 77491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932920.000000 Penalty: 59508.957031
Iteration 197Q: 19 clusters Score -8.493292e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 26866 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165590 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26750 members 
Mstep: Class 7 contains 152697 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14279 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60132 members 
Mstep: Class 21 contains 77485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84933016.000000 Penalty: 59508.957031
Iteration 198Q: 19 clusters Score -8.493302e+07 nChanged 127
Entering ConstructFrom: 
Score: -84933016.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (31252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Entering Unmasked Estep 
Score: -4429761.500000 Penalty: 2566.759766
	Iteration 0F: 2 clusters Score -4429762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -4408288.500000 Penalty: 5133.519531
	Iteration 0F: 3 clusters Score -4408288 nChanged 14092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -4415971.500000 Penalty: 5133.519531
	Iteration 1F: 3 clusters Score -4415972 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -4416402.000000 Penalty: 5133.519531
	Iteration 2Q: 3 clusters Score -4416402 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -4416765.500000 Penalty: 5133.519531
	Iteration 3Q: 3 clusters Score -4416766 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4417167.500000 Penalty: 5133.519531
	Iteration 4Q: 3 clusters Score -4417168 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -4417593.000000 Penalty: 5133.519531
	Iteration 5Q: 3 clusters Score -4417593 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -4418222.000000 Penalty: 5133.519531
	Iteration 6Q: 3 clusters Score -4418222 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -4419222.000000 Penalty: 5133.519531
	Iteration 7F: 3 clusters Score -4419222 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -4420590.000000 Penalty: 5133.519531
	Iteration 8F: 3 clusters Score -4420590 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4422376.000000 Penalty: 5133.519531
	Iteration 9F: 3 clusters Score -4422376 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4424165.500000 Penalty: 5133.519531
	Iteration 10F: 3 clusters Score -4424166 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4425567.500000 Penalty: 5133.519531
	Iteration 11Q: 3 clusters Score -4425568 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4426489.000000 Penalty: 5133.519531
	Iteration 12Q: 3 clusters Score -4426489 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4426977.000000 Penalty: 5133.519531
	Iteration 13Q: 3 clusters Score -4426977 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4427229.000000 Penalty: 5133.519531
	Iteration 14Q: 3 clusters Score -4427229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4427404.500000 Penalty: 5133.519531
	Iteration 15Q: 3 clusters Score -4427404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4427496.500000 Penalty: 5133.519531
	Iteration 16Q: 3 clusters Score -4427496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4427540.500000 Penalty: 5133.519531
	Iteration 17Q: 3 clusters Score -4427540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4427558.000000 Penalty: 5133.519531
	Iteration 18Q: 3 clusters Score -4427558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4427573.500000 Penalty: 5133.519531
	Iteration 19Q: 3 clusters Score -4427574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4427583.000000 Penalty: 5133.519531
	Iteration 20F: 3 clusters Score -4427583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4427591.000000 Penalty: 5133.519531
	Iteration 21Q: 3 clusters Score -4427591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4427604.500000 Penalty: 5133.519531
	Iteration 22Q: 3 clusters Score -4427604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4427612.500000 Penalty: 5133.519531
	Iteration 23Q: 3 clusters Score -4427612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4427616.500000 Penalty: 5133.519531
	Iteration 24Q: 3 clusters Score -4427616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4427617.000000 Penalty: 5133.519531
	Iteration 25Q: 3 clusters Score -4427617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4427622.500000 Penalty: 5133.519531
	Iteration 26Q: 3 clusters Score -4427622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4427623.500000 Penalty: 5133.519531
	Iteration 27Q: 3 clusters Score -4427624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4427621.500000 Penalty: 5133.519531
	Iteration 28Q: 3 clusters Score -4427622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4427628.000000 Penalty: 5133.519531
	Iteration 29Q: 3 clusters Score -4427628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4427634.000000 Penalty: 5133.519531
	Iteration 30Q: 3 clusters Score -4427634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4427636.000000 Penalty: 5133.519531
	Iteration 31Q: 3 clusters Score -4427636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4427632.500000 Penalty: 5133.519531
	Iteration 32Q: 3 clusters Score -4427632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4427635.000000 Penalty: 5133.519531
	Iteration 33Q: 3 clusters Score -4427635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4427639.000000 Penalty: 5133.519531
	Iteration 34Q: 3 clusters Score -4427639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4427639.000000 Penalty: 5133.519531
	Iteration 35F: 3 clusters Score -4427639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Entering Unmasked Estep 
Score: -3658670.750000 Penalty: 2529.238525
	Iteration 0F: 2 clusters Score -3658671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3640268.250000 Penalty: 5058.477051
	Iteration 0F: 3 clusters Score -3640268 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3647411.500000 Penalty: 5058.477051
	Iteration 1F: 3 clusters Score -3647412 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3648654.000000 Penalty: 5058.477051
	Iteration 2F: 3 clusters Score -3648654 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -3649937.500000 Penalty: 5058.477051
	Iteration 3F: 3 clusters Score -3649938 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3651252.000000 Penalty: 5058.477051
	Iteration 4F: 3 clusters Score -3651252 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3652470.500000 Penalty: 5058.477051
	Iteration 5F: 3 clusters Score -3652470 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3653477.500000 Penalty: 5058.477051
	Iteration 6F: 3 clusters Score -3653478 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -3654309.750000 Penalty: 5058.477051
	Iteration 7F: 3 clusters Score -3654310 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -3654942.000000 Penalty: 5058.477051
	Iteration 8Q: 3 clusters Score -3654942 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3655355.000000 Penalty: 5058.477051
	Iteration 9Q: 3 clusters Score -3655355 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3655669.750000 Penalty: 5058.477051
	Iteration 10Q: 3 clusters Score -3655670 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3655952.250000 Penalty: 5058.477051
	Iteration 11Q: 3 clusters Score -3655952 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -3656243.500000 Penalty: 5058.477051
	Iteration 12Q: 3 clusters Score -3656244 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3656514.250000 Penalty: 5058.477051
	Iteration 13Q: 3 clusters Score -3656514 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -3656789.250000 Penalty: 5058.477051
	Iteration 14Q: 3 clusters Score -3656789 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -3657093.250000 Penalty: 5058.477051
	Iteration 15Q: 3 clusters Score -3657093 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3657348.000000 Penalty: 5058.477051
	Iteration 16Q: 3 clusters Score -3657348 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3657552.750000 Penalty: 5058.477051
	Iteration 17Q: 3 clusters Score -3657553 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3657711.000000 Penalty: 5058.477051
	Iteration 18Q: 3 clusters Score -3657711 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3657806.000000 Penalty: 5058.477051
	Iteration 19Q: 3 clusters Score -3657806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3657917.000000 Penalty: 5058.477051
	Iteration 20F: 3 clusters Score -3657917 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3658110.250000 Penalty: 5058.477051
	Iteration 21Q: 3 clusters Score -3658110 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3658350.000000 Penalty: 5058.477051
	Iteration 22Q: 3 clusters Score -3658350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3658453.000000 Penalty: 5058.477051
	Iteration 23Q: 3 clusters Score -3658453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3658501.000000 Penalty: 5058.477051
	Iteration 24Q: 3 clusters Score -3658501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3658522.750000 Penalty: 5058.477051
	Iteration 25Q: 3 clusters Score -3658523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3658529.750000 Penalty: 5058.477051
	Iteration 26Q: 3 clusters Score -3658530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3658532.000000 Penalty: 5058.477051
	Iteration 27Q: 3 clusters Score -3658532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -3658543.250000 Penalty: 5058.477051
	Iteration 28Q: 3 clusters Score -3658543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3658547.250000 Penalty: 5058.477051
	Iteration 29Q: 3 clusters Score -3658547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3658555.000000 Penalty: 5058.477051
	Iteration 30Q: 3 clusters Score -3658555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3658555.500000 Penalty: 5058.477051
	Iteration 31Q: 3 clusters Score -3658556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3658563.000000 Penalty: 5058.477051
	Iteration 32Q: 3 clusters Score -3658563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3658566.750000 Penalty: 5058.477051
	Iteration 33Q: 3 clusters Score -3658567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3658565.500000 Penalty: 5058.477051
	Iteration 34Q: 3 clusters Score -3658566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3658566.250000 Penalty: 5058.477051
	Iteration 35Q: 3 clusters Score -3658566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3658566.250000 Penalty: 5058.477051
	Iteration 36F: 3 clusters Score -3658566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 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 112 members 
Entering Unmasked Estep 
Score: -24584.869141 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24584.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24707.445312 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24707.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24764.617188 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24764.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24831.796875 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24919.529297 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24919.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25004.093750 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -25004.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25038.945312 Penalty: 2695.126221
	Iteration 6Q: 3 clusters Score -25038.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25060.304688 Penalty: 2695.126221
	Iteration 7Q: 3 clusters Score -25060.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25066.488281 Penalty: 2695.126221
	Iteration 8Q: 3 clusters Score -25066.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -25066.488281 Penalty: 2695.126221
	Iteration 9F: 3 clusters Score -25066.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165591 members 
Entering Unmasked Estep 
Score: -23062196.000000 Penalty: 2980.284424
	Iteration 0F: 2 clusters Score -2.30622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -22956346.000000 Penalty: 5960.568848
	Iteration 0F: 3 clusters Score -2.295635e+07 nChanged 79108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -23002002.000000 Penalty: 5960.568848
	Iteration 1F: 3 clusters Score -2.3002e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81897 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -23002640.000000 Penalty: 5960.568848
	Iteration 2Q: 3 clusters Score -2.300264e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81402 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -23003194.000000 Penalty: 5960.568848
	Iteration 3Q: 3 clusters Score -2.300319e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 84976 members 
Entering Unmasked Estep 
Score: -23003782.000000 Penalty: 5960.568848
	Iteration 4Q: 3 clusters Score -2.300378e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79415 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -23004580.000000 Penalty: 5960.568848
	Iteration 5Q: 3 clusters Score -2.300458e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77433 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -23005614.000000 Penalty: 5960.568848
	Iteration 6Q: 3 clusters Score -2.300561e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74392 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -23006924.000000 Penalty: 5960.568848
	Iteration 7Q: 3 clusters Score -2.300692e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 95726 members 
Entering Unmasked Estep 
Score: -23009184.000000 Penalty: 5960.568848
	Iteration 8Q: 3 clusters Score -2.300918e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 102185 members 
Entering Unmasked Estep 
Score: -23013194.000000 Penalty: 5960.568848
	Iteration 9Q: 3 clusters Score -2.301319e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -23020072.000000 Penalty: 5960.568848
	Iteration 10F: 3 clusters Score -2.302007e+07 nChanged 12079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 122121 members 
Entering Unmasked Estep 
Score: -23029964.000000 Penalty: 5960.568848
	Iteration 11F: 3 clusters Score -2.302996e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -23040614.000000 Penalty: 5960.568848
	Iteration 12F: 3 clusters Score -2.304061e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 141662 members 
Entering Unmasked Estep 
Score: -23048998.000000 Penalty: 5960.568848
	Iteration 13F: 3 clusters Score -2.3049e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -23054412.000000 Penalty: 5960.568848
	Iteration 14Q: 3 clusters Score -2.305441e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 150823 members 
Entering Unmasked Estep 
Score: -23057328.000000 Penalty: 5960.568848
	Iteration 15Q: 3 clusters Score -2.305733e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 153658 members 
Entering Unmasked Estep 
Score: -23059118.000000 Penalty: 5960.568848
	Iteration 16Q: 3 clusters Score -2.305912e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 155925 members 
Entering Unmasked Estep 
Score: -23060204.000000 Penalty: 5960.568848
	Iteration 17Q: 3 clusters Score -2.30602e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -23060744.000000 Penalty: 5960.568848
	Iteration 18Q: 3 clusters Score -2.306074e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 159173 members 
Entering Unmasked Estep 
Score: -23060916.000000 Penalty: 5960.568848
	Iteration 19Q: 3 clusters Score -2.306092e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -23060942.000000 Penalty: 5960.568848
	Iteration 20F: 3 clusters Score -2.306094e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -23061034.000000 Penalty: 5960.568848
	Iteration 21Q: 3 clusters Score -2.306103e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 161964 members 
Entering Unmasked Estep 
Score: -23061008.000000 Penalty: 5960.568848
	Iteration 22Q: 3 clusters Score -2.306101e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 162461 members 
Entering Unmasked Estep 
Score: -23060888.000000 Penalty: 5960.568848
	Iteration 23Q: 3 clusters Score -2.306089e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -23060792.000000 Penalty: 5960.568848
	Iteration 24Q: 3 clusters Score -2.306079e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 163148 members 
Entering Unmasked Estep 
Score: -23060624.000000 Penalty: 5960.568848
	Iteration 25Q: 3 clusters Score -2.306062e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -23060556.000000 Penalty: 5960.568848
	Iteration 26Q: 3 clusters Score -2.306056e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 163546 members 
Entering Unmasked Estep 
Score: -23060480.000000 Penalty: 5960.568848
	Iteration 27Q: 3 clusters Score -2.306048e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -23060468.000000 Penalty: 5960.568848
	Iteration 28Q: 3 clusters Score -2.306047e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -23060484.000000 Penalty: 5960.568848
	Iteration 29Q: 3 clusters Score -2.306048e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 163907 members 
Entering Unmasked Estep 
Score: -23060456.000000 Penalty: 5960.568848
	Iteration 30Q: 3 clusters Score -2.306046e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -23060436.000000 Penalty: 5960.568848
	Iteration 31Q: 3 clusters Score -2.306044e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -23060384.000000 Penalty: 5960.568848
	Iteration 32Q: 3 clusters Score -2.306038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 164130 members 
Entering Unmasked Estep 
Score: -23060370.000000 Penalty: 5960.568848
	Iteration 33Q: 3 clusters Score -2.306037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -23060372.000000 Penalty: 5960.568848
	Iteration 34Q: 3 clusters Score -2.306037e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 164222 members 
Entering Unmasked Estep 
Score: -23060362.000000 Penalty: 5960.568848
	Iteration 35Q: 3 clusters Score -2.306036e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -23060354.000000 Penalty: 5960.568848
	Iteration 36Q: 3 clusters Score -2.306035e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -23060338.000000 Penalty: 5960.568848
	Iteration 37Q: 3 clusters Score -2.306034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -23060344.000000 Penalty: 5960.568848
	Iteration 38Q: 3 clusters Score -2.306034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 164326 members 
Entering Unmasked Estep 
Score: -23060334.000000 Penalty: 5960.568848
	Iteration 39Q: 3 clusters Score -2.306033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 164353 members 
Entering Unmasked Estep 
Score: -23060312.000000 Penalty: 5960.568848
	Iteration 40F: 3 clusters Score -2.306031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -23060312.000000 Penalty: 5960.568848
	Iteration 41Q: 3 clusters Score -2.306031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -23060316.000000 Penalty: 5960.568848
	Iteration 42Q: 3 clusters Score -2.306032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 164407 members 
Entering Unmasked Estep 
Score: -23060336.000000 Penalty: 5960.568848
	Iteration 43Q: 3 clusters Score -2.306034e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -23060334.000000 Penalty: 5960.568848
	Iteration 44Q: 3 clusters Score -2.306033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 164448 members 
Entering Unmasked Estep 
Score: -23060356.000000 Penalty: 5960.568848
	Iteration 45Q: 3 clusters Score -2.306036e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -23060374.000000 Penalty: 5960.568848
	Iteration 46Q: 3 clusters Score -2.306037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 164479 members 
Entering Unmasked Estep 
Score: -23060372.000000 Penalty: 5960.568848
	Iteration 47Q: 3 clusters Score -2.306037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -23060372.000000 Penalty: 5960.568848
	Iteration 48Q: 3 clusters Score -2.306037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 164497 members 
Entering Unmasked Estep 
Score: -23060378.000000 Penalty: 5960.568848
	Iteration 49Q: 3 clusters Score -2.306038e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -23060364.000000 Penalty: 5960.568848
	Iteration 50Q: 3 clusters Score -2.306036e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -23060374.000000 Penalty: 5960.568848
	Iteration 51Q: 3 clusters Score -2.306037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -23060372.000000 Penalty: 5960.568848
	Iteration 52Q: 3 clusters Score -2.306037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 164523 members 
Entering Unmasked Estep 
Score: -23060372.000000 Penalty: 5960.568848
	Iteration 53Q: 3 clusters Score -2.306037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 164527 members 
Entering Unmasked Estep 
Score: -23060364.000000 Penalty: 5960.568848
	Iteration 54Q: 3 clusters Score -2.306036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -23060354.000000 Penalty: 5960.568848
	Iteration 55Q: 3 clusters Score -2.306035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -23060352.000000 Penalty: 5960.568848
	Iteration 56Q: 3 clusters Score -2.306035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 164538 members 
Entering Unmasked Estep 
Score: -23060356.000000 Penalty: 5960.568848
	Iteration 57Q: 3 clusters Score -2.306036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -23060366.000000 Penalty: 5960.568848
	Iteration 58Q: 3 clusters Score -2.306037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 164546 members 
Entering Unmasked Estep 
Score: -23060360.000000 Penalty: 5960.568848
	Iteration 59Q: 3 clusters Score -2.306036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -23060360.000000 Penalty: 5960.568848
	Iteration 60F: 3 clusters Score -2.306036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -23060354.000000 Penalty: 5960.568848
	Iteration 61Q: 3 clusters Score -2.306035e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 164550 members 
Entering Unmasked Estep 
Score: -23060354.000000 Penalty: 5960.568848
	Iteration 62F: 3 clusters Score -2.306035e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 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 333 members 
Entering Unmasked Estep 
Score: -81112.695312 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81112.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81304.929688 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81304.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81384.812500 Penalty: 3220.151123
	Iteration 2Q: 3 clusters Score -81384.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81431.625000 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81431.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81458.906250 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81458.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81500.781250 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81500.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81527.773438 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81527.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81552.695312 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81552.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81573.132812 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81573.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81620.898438 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81620.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -81677.921875 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81677.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81723.031250 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81723.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81753.500000 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81770.742188 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81770.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81782.226562 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81782.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81786.921875 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -81786.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81797.007812 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -81797.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81806.992188 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -81806.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81812.398438 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -81812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81819.421875 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -81819.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81820.085938 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -81820.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81821.375000 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -81821.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81823.968750 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -81823.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -81825.187500 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -81825.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81827.812500 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -81827.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81835.773438 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -81835.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81841.882812 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -81841.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81844.054688 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -81844.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81848.210938 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -81848.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -81851.609375 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -81851.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81852.468750 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -81852.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81852.468750 Penalty: 3220.151123
	Iteration 31F: 3 clusters Score -81852.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Entering Unmasked Estep 
Score: -3795455.000000 Penalty: 2528.156006
	Iteration 0F: 2 clusters Score -3795455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3776841.250000 Penalty: 5056.312012
	Iteration 0F: 3 clusters Score -3776841 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3783469.750000 Penalty: 5056.312012
	Iteration 1F: 3 clusters Score -3783470 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -3783855.000000 Penalty: 5056.312012
	Iteration 2Q: 3 clusters Score -3783855 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3784115.250000 Penalty: 5056.312012
	Iteration 3Q: 3 clusters Score -3784115 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3784310.500000 Penalty: 5056.312012
	Iteration 4Q: 3 clusters Score -3784310 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -3784484.750000 Penalty: 5056.312012
	Iteration 5Q: 3 clusters Score -3784485 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3784648.500000 Penalty: 5056.312012
	Iteration 6Q: 3 clusters Score -3784648 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -3784803.750000 Penalty: 5056.312012
	Iteration 7Q: 3 clusters Score -3784804 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3785007.000000 Penalty: 5056.312012
	Iteration 8Q: 3 clusters Score -3785007 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3785263.500000 Penalty: 5056.312012
	Iteration 9Q: 3 clusters Score -3785264 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3785608.250000 Penalty: 5056.312012
	Iteration 10Q: 3 clusters Score -3785608 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -3786148.250000 Penalty: 5056.312012
	Iteration 11Q: 3 clusters Score -3786148 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3786993.000000 Penalty: 5056.312012
	Iteration 12F: 3 clusters Score -3786993 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -3788205.500000 Penalty: 5056.312012
	Iteration 13F: 3 clusters Score -3788206 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3789792.250000 Penalty: 5056.312012
	Iteration 14F: 3 clusters Score -3789792 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3791256.750000 Penalty: 5056.312012
	Iteration 15F: 3 clusters Score -3791257 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3792190.750000 Penalty: 5056.312012
	Iteration 16Q: 3 clusters Score -3792191 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3792703.000000 Penalty: 5056.312012
	Iteration 17Q: 3 clusters Score -3792703 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3792966.500000 Penalty: 5056.312012
	Iteration 18Q: 3 clusters Score -3792966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3793082.000000 Penalty: 5056.312012
	Iteration 19Q: 3 clusters Score -3793082 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3793148.000000 Penalty: 5056.312012
	Iteration 20F: 3 clusters Score -3793148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3793200.000000 Penalty: 5056.312012
	Iteration 21Q: 3 clusters Score -3793200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3793234.000000 Penalty: 5056.312012
	Iteration 22Q: 3 clusters Score -3793234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3793248.000000 Penalty: 5056.312012
	Iteration 23Q: 3 clusters Score -3793248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3793257.000000 Penalty: 5056.312012
	Iteration 24Q: 3 clusters Score -3793257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3793261.750000 Penalty: 5056.312012
	Iteration 25Q: 3 clusters Score -3793262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3793262.000000 Penalty: 5056.312012
	Iteration 26Q: 3 clusters Score -3793262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3793264.250000 Penalty: 5056.312012
	Iteration 27Q: 3 clusters Score -3793264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3793264.250000 Penalty: 5056.312012
	Iteration 28F: 3 clusters Score -3793264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152688 members 
Entering Unmasked Estep 
Score: -21303196.000000 Penalty: 2960.165527
	Iteration 0F: 2 clusters Score -2.13032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76476 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -21203772.000000 Penalty: 5920.331055
	Iteration 0F: 3 clusters Score -2.120377e+07 nChanged 73062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -21246976.000000 Penalty: 5920.331055
	Iteration 1F: 3 clusters Score -2.124698e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79016 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -21248188.000000 Penalty: 5920.331055
	Iteration 2Q: 3 clusters Score -2.124819e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Mstep: Class 2 contains 71899 members 
Entering Unmasked Estep 
Score: -21250112.000000 Penalty: 5920.331055
	Iteration 3Q: 3 clusters Score -2.125011e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83611 members 
Mstep: Class 2 contains 69077 members 
Entering Unmasked Estep 
Score: -21253270.000000 Penalty: 5920.331055
	Iteration 4Q: 3 clusters Score -2.125327e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87789 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -21258430.000000 Penalty: 5920.331055
	Iteration 5F: 3 clusters Score -2.125843e+07 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93558 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -21266424.000000 Penalty: 5920.331055
	Iteration 6F: 3 clusters Score -2.126642e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 52526 members 
Entering Unmasked Estep 
Score: -21277414.000000 Penalty: 5920.331055
	Iteration 7F: 3 clusters Score -2.127741e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105249 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -21286908.000000 Penalty: 5920.331055
	Iteration 8F: 3 clusters Score -2.128691e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107982 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -21290722.000000 Penalty: 5920.331055
	Iteration 9Q: 3 clusters Score -2.129072e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -21292086.000000 Penalty: 5920.331055
	Iteration 10Q: 3 clusters Score -2.129209e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110823 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -21293116.000000 Penalty: 5920.331055
	Iteration 11Q: 3 clusters Score -2.129312e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112067 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -21293790.000000 Penalty: 5920.331055
	Iteration 12Q: 3 clusters Score -2.129379e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113207 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -21294410.000000 Penalty: 5920.331055
	Iteration 13Q: 3 clusters Score -2.129441e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -21294794.000000 Penalty: 5920.331055
	Iteration 14Q: 3 clusters Score -2.129479e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115137 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -21295182.000000 Penalty: 5920.331055
	Iteration 15Q: 3 clusters Score -2.129518e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115980 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -21295546.000000 Penalty: 5920.331055
	Iteration 16Q: 3 clusters Score -2.129555e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116773 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -21295822.000000 Penalty: 5920.331055
	Iteration 17Q: 3 clusters Score -2.129582e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117506 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -21296012.000000 Penalty: 5920.331055
	Iteration 18Q: 3 clusters Score -2.129601e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -21296182.000000 Penalty: 5920.331055
	Iteration 19Q: 3 clusters Score -2.129618e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118923 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -21296466.000000 Penalty: 5920.331055
	Iteration 20F: 3 clusters Score -2.129647e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119614 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -21296676.000000 Penalty: 5920.331055
	Iteration 21Q: 3 clusters Score -2.129668e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120325 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -21296818.000000 Penalty: 5920.331055
	Iteration 22Q: 3 clusters Score -2.129682e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -21297026.000000 Penalty: 5920.331055
	Iteration 23Q: 3 clusters Score -2.129703e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121797 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -21297202.000000 Penalty: 5920.331055
	Iteration 24Q: 3 clusters Score -2.12972e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122589 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -21297354.000000 Penalty: 5920.331055
	Iteration 25Q: 3 clusters Score -2.129735e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -21297584.000000 Penalty: 5920.331055
	Iteration 26Q: 3 clusters Score -2.129758e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124197 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -21297746.000000 Penalty: 5920.331055
	Iteration 27Q: 3 clusters Score -2.129775e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125004 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -21297914.000000 Penalty: 5920.331055
	Iteration 28Q: 3 clusters Score -2.129791e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125826 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -21298098.000000 Penalty: 5920.331055
	Iteration 29Q: 3 clusters Score -2.12981e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126678 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -21298366.000000 Penalty: 5920.331055
	Iteration 30Q: 3 clusters Score -2.129837e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127597 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -21298490.000000 Penalty: 5920.331055
	Iteration 31Q: 3 clusters Score -2.129849e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128580 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -21298716.000000 Penalty: 5920.331055
	Iteration 32Q: 3 clusters Score -2.129872e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129595 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -21299022.000000 Penalty: 5920.331055
	Iteration 33Q: 3 clusters Score -2.129902e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130579 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -21299230.000000 Penalty: 5920.331055
	Iteration 34Q: 3 clusters Score -2.129923e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131593 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -21299434.000000 Penalty: 5920.331055
	Iteration 35Q: 3 clusters Score -2.129943e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132616 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -21299662.000000 Penalty: 5920.331055
	Iteration 36Q: 3 clusters Score -2.129966e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133672 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -21300004.000000 Penalty: 5920.331055
	Iteration 37Q: 3 clusters Score -2.13e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134708 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -21300290.000000 Penalty: 5920.331055
	Iteration 38Q: 3 clusters Score -2.130029e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135760 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -21300598.000000 Penalty: 5920.331055
	Iteration 39Q: 3 clusters Score -2.13006e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136783 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -21300820.000000 Penalty: 5920.331055
	Iteration 40F: 3 clusters Score -2.130082e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137808 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -21301104.000000 Penalty: 5920.331055
	Iteration 41Q: 3 clusters Score -2.13011e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138786 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -21301380.000000 Penalty: 5920.331055
	Iteration 42Q: 3 clusters Score -2.130138e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139701 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -21301606.000000 Penalty: 5920.331055
	Iteration 43Q: 3 clusters Score -2.130161e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140546 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -21301856.000000 Penalty: 5920.331055
	Iteration 44Q: 3 clusters Score -2.130186e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141359 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -21302096.000000 Penalty: 5920.331055
	Iteration 45Q: 3 clusters Score -2.13021e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142130 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -21302292.000000 Penalty: 5920.331055
	Iteration 46Q: 3 clusters Score -2.130229e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142857 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -21302554.000000 Penalty: 5920.331055
	Iteration 47Q: 3 clusters Score -2.130255e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143506 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -21302642.000000 Penalty: 5920.331055
	Iteration 48Q: 3 clusters Score -2.130264e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144125 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -21302806.000000 Penalty: 5920.331055
	Iteration 49Q: 3 clusters Score -2.130281e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144727 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -21302854.000000 Penalty: 5920.331055
	Iteration 50Q: 3 clusters Score -2.130285e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145353 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -21302872.000000 Penalty: 5920.331055
	Iteration 51Q: 3 clusters Score -2.130287e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146012 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -21302880.000000 Penalty: 5920.331055
	Iteration 52Q: 3 clusters Score -2.130288e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -21302872.000000 Penalty: 5920.331055
	Iteration 53Q: 3 clusters Score -2.130287e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147242 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -21302946.000000 Penalty: 5920.331055
	Iteration 54Q: 3 clusters Score -2.130295e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147786 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -21302862.000000 Penalty: 5920.331055
	Iteration 55Q: 3 clusters Score -2.130286e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148292 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -21302812.000000 Penalty: 5920.331055
	Iteration 56Q: 3 clusters Score -2.130281e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148764 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -21302766.000000 Penalty: 5920.331055
	Iteration 57Q: 3 clusters Score -2.130277e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149158 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -21302714.000000 Penalty: 5920.331055
	Iteration 58Q: 3 clusters Score -2.130271e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149503 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -21302582.000000 Penalty: 5920.331055
	Iteration 59Q: 3 clusters Score -2.130258e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -21302510.000000 Penalty: 5920.331055
	Iteration 60F: 3 clusters Score -2.130251e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150050 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -21302426.000000 Penalty: 5920.331055
	Iteration 61Q: 3 clusters Score -2.130243e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150259 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -21302430.000000 Penalty: 5920.331055
	Iteration 62Q: 3 clusters Score -2.130243e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21302352.000000 Penalty: 5920.331055
	Iteration 63Q: 3 clusters Score -2.130235e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150547 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -21302310.000000 Penalty: 5920.331055
	Iteration 64Q: 3 clusters Score -2.130231e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -21302324.000000 Penalty: 5920.331055
	Iteration 65Q: 3 clusters Score -2.130232e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150731 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -21302336.000000 Penalty: 5920.331055
	Iteration 66Q: 3 clusters Score -2.130234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150793 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21302286.000000 Penalty: 5920.331055
	Iteration 67Q: 3 clusters Score -2.130229e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150864 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21302262.000000 Penalty: 5920.331055
	Iteration 68Q: 3 clusters Score -2.130226e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21302224.000000 Penalty: 5920.331055
	Iteration 69Q: 3 clusters Score -2.130222e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150994 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -21302166.000000 Penalty: 5920.331055
	Iteration 70Q: 3 clusters Score -2.130217e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -21302172.000000 Penalty: 5920.331055
	Iteration 71Q: 3 clusters Score -2.130217e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21302182.000000 Penalty: 5920.331055
	Iteration 72Q: 3 clusters Score -2.130218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151122 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -21302174.000000 Penalty: 5920.331055
	Iteration 73Q: 3 clusters Score -2.130217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151156 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -21302148.000000 Penalty: 5920.331055
	Iteration 74Q: 3 clusters Score -2.130215e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -21302108.000000 Penalty: 5920.331055
	Iteration 75Q: 3 clusters Score -2.130211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -21302112.000000 Penalty: 5920.331055
	Iteration 76Q: 3 clusters Score -2.130211e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -21302102.000000 Penalty: 5920.331055
	Iteration 77Q: 3 clusters Score -2.13021e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151251 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -21302118.000000 Penalty: 5920.331055
	Iteration 78Q: 3 clusters Score -2.130212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -21302094.000000 Penalty: 5920.331055
	Iteration 79Q: 3 clusters Score -2.130209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151280 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -21302072.000000 Penalty: 5920.331055
	Iteration 80F: 3 clusters Score -2.130207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -21302084.000000 Penalty: 5920.331055
	Iteration 81Q: 3 clusters Score -2.130208e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151295 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21302076.000000 Penalty: 5920.331055
	Iteration 82Q: 3 clusters Score -2.130208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21302072.000000 Penalty: 5920.331055
	Iteration 83Q: 3 clusters Score -2.130207e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -21302070.000000 Penalty: 5920.331055
	Iteration 84Q: 3 clusters Score -2.130207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21302058.000000 Penalty: 5920.331055
	Iteration 85Q: 3 clusters Score -2.130206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21302042.000000 Penalty: 5920.331055
	Iteration 86Q: 3 clusters Score -2.130204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151325 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21302030.000000 Penalty: 5920.331055
	Iteration 87Q: 3 clusters Score -2.130203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21302030.000000 Penalty: 5920.331055
	Iteration 88Q: 3 clusters Score -2.130203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151322 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21302044.000000 Penalty: 5920.331055
	Iteration 89Q: 3 clusters Score -2.130204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21302034.000000 Penalty: 5920.331055
	Iteration 90Q: 3 clusters Score -2.130203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151323 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21302034.000000 Penalty: 5920.331055
	Iteration 91F: 3 clusters Score -2.130203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36910.929688 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36910.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37215.398438 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37285.062500 Penalty: 2876.350098
	Iteration 2Q: 3 clusters Score -37285.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37360.777344 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -37360.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37450.835938 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37450.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37500.566406 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37500.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37508.210938 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37508.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37509.687500 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37509.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37509.687500 Penalty: 2876.350098
	Iteration 8F: 3 clusters Score -37509.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58843.105469 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58843.11 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59075.183594 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59075.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59151.000000 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59176.480469 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59176.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59195.183594 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59195.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59196.417969 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59196.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59201.625000 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59201.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59204.949219 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59204.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59207.425781 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59207.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59207.425781 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59207.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -2025309.625000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -2025310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2014915.500000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -2014916 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2018113.750000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -2018114 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2018465.375000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -2018465 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2018758.875000 Penalty: 4745.249512
	Iteration 3Q: 3 clusters Score -2018759 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2019025.500000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -2019026 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2019265.375000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -2019265 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2019508.625000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -2019509 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2019768.125000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -2019768 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2020040.500000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -2020040 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2020318.625000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -2020319 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2020686.750000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -2020687 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2021091.000000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -2021091 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2021495.875000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -2021496 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2021791.500000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -2021792 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2022021.875000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -2022022 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2022166.625000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -2022167 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2022245.875000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -2022246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2022312.750000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -2022313 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2022353.375000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -2022353 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2022383.125000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -2022383 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2022420.375000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -2022420 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2022449.750000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -2022450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2022475.875000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -2022476 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2022493.125000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -2022493 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2022506.250000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -2022506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2022520.500000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -2022520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2022534.750000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -2022535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2022550.125000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -2022550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2022566.000000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -2022566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2022582.000000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -2022582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2022600.125000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -2022600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2022613.125000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -2022613 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2022632.500000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -2022632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2022656.875000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -2022657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2022666.000000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -2022666 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2022679.375000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -2022679 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2022692.625000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -2022693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2022708.625000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -2022709 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2022728.750000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -2022729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -2022756.625000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -2022757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2022784.000000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -2022784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2022813.875000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -2022814 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2022845.500000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -2022846 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2022872.125000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -2022872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2022902.750000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -2022903 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2022925.750000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -2022926 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2022942.625000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -2022943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2022953.375000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -2022953 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2022965.375000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -2022965 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2022980.500000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -2022980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2023003.125000 Penalty: 4745.249512
	Iteration 50Q: 3 clusters Score -2023003 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2023019.375000 Penalty: 4745.249512
	Iteration 51Q: 3 clusters Score -2023019 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2023034.375000 Penalty: 4745.249512
	Iteration 52Q: 3 clusters Score -2023034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2023043.750000 Penalty: 4745.249512
	Iteration 53Q: 3 clusters Score -2023044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2023049.875000 Penalty: 4745.249512
	Iteration 54Q: 3 clusters Score -2023050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2023056.875000 Penalty: 4745.249512
	Iteration 55Q: 3 clusters Score -2023057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2023059.625000 Penalty: 4745.249512
	Iteration 56Q: 3 clusters Score -2023060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2023064.500000 Penalty: 4745.249512
	Iteration 57Q: 3 clusters Score -2023064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2023066.500000 Penalty: 4745.249512
	Iteration 58Q: 3 clusters Score -2023066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2023067.500000 Penalty: 4745.249512
	Iteration 59Q: 3 clusters Score -2023068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2023070.250000 Penalty: 4745.249512
	Iteration 60F: 3 clusters Score -2023070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2023079.000000 Penalty: 4745.249512
	Iteration 61Q: 3 clusters Score -2023079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2023080.250000 Penalty: 4745.249512
	Iteration 62Q: 3 clusters Score -2023080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2023080.375000 Penalty: 4745.249512
	Iteration 63Q: 3 clusters Score -2023080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2023086.250000 Penalty: 4745.249512
	Iteration 64Q: 3 clusters Score -2023086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2023088.750000 Penalty: 4745.249512
	Iteration 65Q: 3 clusters Score -2023089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2023085.750000 Penalty: 4745.249512
	Iteration 66Q: 3 clusters Score -2023086 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2023092.375000 Penalty: 4745.249512
	Iteration 67Q: 3 clusters Score -2023092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2023089.000000 Penalty: 4745.249512
	Iteration 68Q: 3 clusters Score -2023089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2023091.375000 Penalty: 4745.249512
	Iteration 69Q: 3 clusters Score -2023091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2023093.875000 Penalty: 4745.249512
	Iteration 70Q: 3 clusters Score -2023094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2023095.625000 Penalty: 4745.249512
	Iteration 71Q: 3 clusters Score -2023096 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2023099.500000 Penalty: 4745.249512
	Iteration 72Q: 3 clusters Score -2023100 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2023104.750000 Penalty: 4745.249512
	Iteration 73Q: 3 clusters Score -2023105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2023112.625000 Penalty: 4745.249512
	Iteration 74Q: 3 clusters Score -2023113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2023118.000000 Penalty: 4745.249512
	Iteration 75Q: 3 clusters Score -2023118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2023128.000000 Penalty: 4745.249512
	Iteration 76Q: 3 clusters Score -2023128 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2023134.250000 Penalty: 4745.249512
	Iteration 77Q: 3 clusters Score -2023134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2023138.875000 Penalty: 4745.249512
	Iteration 78Q: 3 clusters Score -2023139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2023140.875000 Penalty: 4745.249512
	Iteration 79Q: 3 clusters Score -2023141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2023141.000000 Penalty: 4745.249512
	Iteration 80F: 3 clusters Score -2023141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2023143.125000 Penalty: 4745.249512
	Iteration 81Q: 3 clusters Score -2023143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2023146.000000 Penalty: 4745.249512
	Iteration 82Q: 3 clusters Score -2023146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2023151.375000 Penalty: 4745.249512
	Iteration 83Q: 3 clusters Score -2023151 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12542 members 
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Entering Unmasked Estep 
Score: -2023164.375000 Penalty: 4745.249512
	Iteration 84Q: 3 clusters Score -2023164 nChanged 18
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Mstep: Class 1 contains 12560 members 
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Score: -2023165.875000 Penalty: 4745.249512
	Iteration 85Q: 3 clusters Score -2023166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2023168.625000 Penalty: 4745.249512
	Iteration 86Q: 3 clusters Score -2023169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2023177.375000 Penalty: 4745.249512
	Iteration 87Q: 3 clusters Score -2023177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2023179.250000 Penalty: 4745.249512
	Iteration 88Q: 3 clusters Score -2023179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2023188.125000 Penalty: 4745.249512
	Iteration 89Q: 3 clusters Score -2023188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2023186.750000 Penalty: 4745.249512
	Iteration 90Q: 3 clusters Score -2023187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2023194.875000 Penalty: 4745.249512
	Iteration 91Q: 3 clusters Score -2023195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2023193.125000 Penalty: 4745.249512
	Iteration 92Q: 3 clusters Score -2023193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2023196.000000 Penalty: 4745.249512
	Iteration 93Q: 3 clusters Score -2023196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2023204.500000 Penalty: 4745.249512
	Iteration 94Q: 3 clusters Score -2023204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2023207.250000 Penalty: 4745.249512
	Iteration 95Q: 3 clusters Score -2023207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2023208.875000 Penalty: 4745.249512
	Iteration 96Q: 3 clusters Score -2023209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2023209.875000 Penalty: 4745.249512
	Iteration 97Q: 3 clusters Score -2023210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2023206.750000 Penalty: 4745.249512
	Iteration 98Q: 3 clusters Score -2023207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
Score: -2023213.000000 Penalty: 4745.249512
	Iteration 99Q: 3 clusters Score -2023213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2023214.875000 Penalty: 4745.249512
	Iteration 100F: 3 clusters Score -2023215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2023217.625000 Penalty: 4745.249512
	Iteration 101Q: 3 clusters Score -2023218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2023216.750000 Penalty: 4745.249512
	Iteration 102Q: 3 clusters Score -2023217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2023221.000000 Penalty: 4745.249512
	Iteration 103Q: 3 clusters Score -2023221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2023223.375000 Penalty: 4745.249512
	Iteration 104Q: 3 clusters Score -2023223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2023229.000000 Penalty: 4745.249512
	Iteration 105Q: 3 clusters Score -2023229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2023230.500000 Penalty: 4745.249512
	Iteration 106Q: 3 clusters Score -2023230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2023233.625000 Penalty: 4745.249512
	Iteration 107Q: 3 clusters Score -2023234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2023237.250000 Penalty: 4745.249512
	Iteration 108Q: 3 clusters Score -2023237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2023241.875000 Penalty: 4745.249512
	Iteration 109Q: 3 clusters Score -2023242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2023246.125000 Penalty: 4745.249512
	Iteration 110Q: 3 clusters Score -2023246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2023248.750000 Penalty: 4745.249512
	Iteration 111Q: 3 clusters Score -2023249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2023248.625000 Penalty: 4745.249512
	Iteration 112Q: 3 clusters Score -2023249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2023252.500000 Penalty: 4745.249512
	Iteration 113Q: 3 clusters Score -2023252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2023252.500000 Penalty: 4745.249512
	Iteration 114Q: 3 clusters Score -2023252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2023254.875000 Penalty: 4745.249512
	Iteration 115Q: 3 clusters Score -2023255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2023254.375000 Penalty: 4745.249512
	Iteration 116Q: 3 clusters Score -2023254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2023255.500000 Penalty: 4745.249512
	Iteration 117Q: 3 clusters Score -2023256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2023254.125000 Penalty: 4745.249512
	Iteration 118Q: 3 clusters Score -2023254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2023254.375000 Penalty: 4745.249512
	Iteration 119Q: 3 clusters Score -2023254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2023262.000000 Penalty: 4745.249512
	Iteration 120F: 3 clusters Score -2023262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2023261.875000 Penalty: 4745.249512
	Iteration 121Q: 3 clusters Score -2023262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2023267.250000 Penalty: 4745.249512
	Iteration 122Q: 3 clusters Score -2023267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2023272.375000 Penalty: 4745.249512
	Iteration 123Q: 3 clusters Score -2023272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2023276.250000 Penalty: 4745.249512
	Iteration 124Q: 3 clusters Score -2023276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2023285.125000 Penalty: 4745.249512
	Iteration 125Q: 3 clusters Score -2023285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2023290.500000 Penalty: 4745.249512
	Iteration 126Q: 3 clusters Score -2023290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2023294.250000 Penalty: 4745.249512
	Iteration 127Q: 3 clusters Score -2023294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2023294.750000 Penalty: 4745.249512
	Iteration 128Q: 3 clusters Score -2023295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2023296.125000 Penalty: 4745.249512
	Iteration 129Q: 3 clusters Score -2023296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2023301.000000 Penalty: 4745.249512
	Iteration 130Q: 3 clusters Score -2023301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2023304.250000 Penalty: 4745.249512
	Iteration 131Q: 3 clusters Score -2023304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2023303.500000 Penalty: 4745.249512
	Iteration 132Q: 3 clusters Score -2023304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2023305.375000 Penalty: 4745.249512
	Iteration 133Q: 3 clusters Score -2023305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2023307.625000 Penalty: 4745.249512
	Iteration 134Q: 3 clusters Score -2023308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2023308.625000 Penalty: 4745.249512
	Iteration 135Q: 3 clusters Score -2023309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2023309.250000 Penalty: 4745.249512
	Iteration 136Q: 3 clusters Score -2023309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2023306.875000 Penalty: 4745.249512
	Iteration 137Q: 3 clusters Score -2023307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2023307.625000 Penalty: 4745.249512
	Iteration 138Q: 3 clusters Score -2023308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2023310.625000 Penalty: 4745.249512
	Iteration 139Q: 3 clusters Score -2023311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2023308.375000 Penalty: 4745.249512
	Iteration 140F: 3 clusters Score -2023308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2023309.750000 Penalty: 4745.249512
	Iteration 141Q: 3 clusters Score -2023310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2023310.750000 Penalty: 4745.249512
	Iteration 142Q: 3 clusters Score -2023311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2023310.750000 Penalty: 4745.249512
	Iteration 143F: 3 clusters Score -2023311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Entering Unmasked Estep 
Score: -2893682.750000 Penalty: 2461.291992
	Iteration 0F: 2 clusters Score -2893683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2879312.250000 Penalty: 4922.583984
	Iteration 0F: 3 clusters Score -2879312 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2884394.500000 Penalty: 4922.583984
	Iteration 1F: 3 clusters Score -2884394 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2884835.000000 Penalty: 4922.583984
	Iteration 2F: 3 clusters Score -2884835 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2885203.750000 Penalty: 4922.583984
	Iteration 3Q: 3 clusters Score -2885204 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2885531.750000 Penalty: 4922.583984
	Iteration 4Q: 3 clusters Score -2885532 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2885826.500000 Penalty: 4922.583984
	Iteration 5Q: 3 clusters Score -2885826 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2886135.750000 Penalty: 4922.583984
	Iteration 6Q: 3 clusters Score -2886136 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2886439.000000 Penalty: 4922.583984
	Iteration 7Q: 3 clusters Score -2886439 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2886848.750000 Penalty: 4922.583984
	Iteration 8Q: 3 clusters Score -2886849 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2887378.750000 Penalty: 4922.583984
	Iteration 9Q: 3 clusters Score -2887379 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -2888000.750000 Penalty: 4922.583984
	Iteration 10Q: 3 clusters Score -2888001 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2888650.000000 Penalty: 4922.583984
	Iteration 11Q: 3 clusters Score -2888650 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2889210.500000 Penalty: 4922.583984
	Iteration 12Q: 3 clusters Score -2889210 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -2889550.500000 Penalty: 4922.583984
	Iteration 13Q: 3 clusters Score -2889550 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2889748.250000 Penalty: 4922.583984
	Iteration 14Q: 3 clusters Score -2889748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2889900.500000 Penalty: 4922.583984
	Iteration 15Q: 3 clusters Score -2889900 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2889980.250000 Penalty: 4922.583984
	Iteration 16Q: 3 clusters Score -2889980 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2890048.750000 Penalty: 4922.583984
	Iteration 17Q: 3 clusters Score -2890049 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2890109.750000 Penalty: 4922.583984
	Iteration 18Q: 3 clusters Score -2890110 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2890154.500000 Penalty: 4922.583984
	Iteration 19Q: 3 clusters Score -2890154 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2890204.500000 Penalty: 4922.583984
	Iteration 20F: 3 clusters Score -2890204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2890245.750000 Penalty: 4922.583984
	Iteration 21Q: 3 clusters Score -2890246 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2890276.000000 Penalty: 4922.583984
	Iteration 22Q: 3 clusters Score -2890276 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2890316.750000 Penalty: 4922.583984
	Iteration 23Q: 3 clusters Score -2890317 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2890363.750000 Penalty: 4922.583984
	Iteration 24Q: 3 clusters Score -2890364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2890418.500000 Penalty: 4922.583984
	Iteration 25Q: 3 clusters Score -2890418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2890464.250000 Penalty: 4922.583984
	Iteration 26Q: 3 clusters Score -2890464 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2890498.750000 Penalty: 4922.583984
	Iteration 27Q: 3 clusters Score -2890499 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2890547.750000 Penalty: 4922.583984
	Iteration 28Q: 3 clusters Score -2890548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2890596.250000 Penalty: 4922.583984
	Iteration 29Q: 3 clusters Score -2890596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2890643.750000 Penalty: 4922.583984
	Iteration 30Q: 3 clusters Score -2890644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2890696.500000 Penalty: 4922.583984
	Iteration 31Q: 3 clusters Score -2890696 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2890742.250000 Penalty: 4922.583984
	Iteration 32Q: 3 clusters Score -2890742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2890794.000000 Penalty: 4922.583984
	Iteration 33Q: 3 clusters Score -2890794 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2890853.250000 Penalty: 4922.583984
	Iteration 34Q: 3 clusters Score -2890853 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2890924.250000 Penalty: 4922.583984
	Iteration 35Q: 3 clusters Score -2890924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2890966.500000 Penalty: 4922.583984
	Iteration 36Q: 3 clusters Score -2890966 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2891009.250000 Penalty: 4922.583984
	Iteration 37Q: 3 clusters Score -2891009 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2891057.750000 Penalty: 4922.583984
	Iteration 38Q: 3 clusters Score -2891058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2891110.750000 Penalty: 4922.583984
	Iteration 39Q: 3 clusters Score -2891111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2891144.500000 Penalty: 4922.583984
	Iteration 40F: 3 clusters Score -2891144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2891171.750000 Penalty: 4922.583984
	Iteration 41Q: 3 clusters Score -2891172 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2891199.500000 Penalty: 4922.583984
	Iteration 42Q: 3 clusters Score -2891200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2891208.500000 Penalty: 4922.583984
	Iteration 43Q: 3 clusters Score -2891208 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2891228.000000 Penalty: 4922.583984
	Iteration 44Q: 3 clusters Score -2891228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2891258.750000 Penalty: 4922.583984
	Iteration 45Q: 3 clusters Score -2891259 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2891283.750000 Penalty: 4922.583984
	Iteration 46Q: 3 clusters Score -2891284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2891312.750000 Penalty: 4922.583984
	Iteration 47Q: 3 clusters Score -2891313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2891329.000000 Penalty: 4922.583984
	Iteration 48Q: 3 clusters Score -2891329 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2891347.250000 Penalty: 4922.583984
	Iteration 49Q: 3 clusters Score -2891347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -2891384.000000 Penalty: 4922.583984
	Iteration 50Q: 3 clusters Score -2891384 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2891413.000000 Penalty: 4922.583984
	Iteration 51Q: 3 clusters Score -2891413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2891431.000000 Penalty: 4922.583984
	Iteration 52Q: 3 clusters Score -2891431 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2891454.500000 Penalty: 4922.583984
	Iteration 53Q: 3 clusters Score -2891454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2891480.750000 Penalty: 4922.583984
	Iteration 54Q: 3 clusters Score -2891481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2891490.500000 Penalty: 4922.583984
	Iteration 55Q: 3 clusters Score -2891490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -2891511.250000 Penalty: 4922.583984
	Iteration 56Q: 3 clusters Score -2891511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2891528.750000 Penalty: 4922.583984
	Iteration 57Q: 3 clusters Score -2891529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2891546.250000 Penalty: 4922.583984
	Iteration 58Q: 3 clusters Score -2891546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2891557.750000 Penalty: 4922.583984
	Iteration 59Q: 3 clusters Score -2891558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2891567.000000 Penalty: 4922.583984
	Iteration 60F: 3 clusters Score -2891567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2891573.250000 Penalty: 4922.583984
	Iteration 61Q: 3 clusters Score -2891573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2891582.250000 Penalty: 4922.583984
	Iteration 62Q: 3 clusters Score -2891582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2891600.500000 Penalty: 4922.583984
	Iteration 63Q: 3 clusters Score -2891600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2891602.500000 Penalty: 4922.583984
	Iteration 64Q: 3 clusters Score -2891602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2891604.500000 Penalty: 4922.583984
	Iteration 65Q: 3 clusters Score -2891604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2891611.750000 Penalty: 4922.583984
	Iteration 66Q: 3 clusters Score -2891612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2891616.750000 Penalty: 4922.583984
	Iteration 67Q: 3 clusters Score -2891617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2891613.500000 Penalty: 4922.583984
	Iteration 68Q: 3 clusters Score -2891614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2891618.000000 Penalty: 4922.583984
	Iteration 69Q: 3 clusters Score -2891618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2891624.250000 Penalty: 4922.583984
	Iteration 70Q: 3 clusters Score -2891624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2891628.500000 Penalty: 4922.583984
	Iteration 71Q: 3 clusters Score -2891628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2891630.500000 Penalty: 4922.583984
	Iteration 72Q: 3 clusters Score -2891630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2891630.000000 Penalty: 4922.583984
	Iteration 73Q: 3 clusters Score -2891630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2891634.750000 Penalty: 4922.583984
	Iteration 74Q: 3 clusters Score -2891635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2891644.000000 Penalty: 4922.583984
	Iteration 75Q: 3 clusters Score -2891644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2891643.750000 Penalty: 4922.583984
	Iteration 76Q: 3 clusters Score -2891644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2891649.250000 Penalty: 4922.583984
	Iteration 77Q: 3 clusters Score -2891649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2891649.750000 Penalty: 4922.583984
	Iteration 78Q: 3 clusters Score -2891650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2891646.750000 Penalty: 4922.583984
	Iteration 79Q: 3 clusters Score -2891647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2891648.250000 Penalty: 4922.583984
	Iteration 80F: 3 clusters Score -2891648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2891648.750000 Penalty: 4922.583984
	Iteration 81Q: 3 clusters Score -2891649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2891648.750000 Penalty: 4922.583984
	Iteration 82F: 3 clusters Score -2891649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -286176.031250 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -286176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -283469.968750 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -283470 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -283954.437500 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -283954.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284082.437500 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -284082.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -284141.187500 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -284141.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -284191.375000 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -284191.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284225.500000 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -284225.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -284253.468750 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -284253.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -284270.875000 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -284270.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -284281.375000 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -284281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -284287.343750 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -284287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -284293.875000 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -284293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -284298.000000 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -284298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -284302.562500 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -284302.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -284305.718750 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -284305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -284310.062500 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -284310.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -284312.062500 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -284312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284312.937500 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -284312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -284312.937500 Penalty: 3789.023926
	Iteration 17F: 3 clusters Score -284312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Entering Unmasked Estep 
Score: -4317841.000000 Penalty: 2560.280029
	Iteration 0F: 2 clusters Score -4317841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -4296865.500000 Penalty: 5120.560059
	Iteration 0F: 3 clusters Score -4296866 nChanged 13807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4304166.500000 Penalty: 5120.560059
	Iteration 1F: 3 clusters Score -4304166 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -4304499.000000 Penalty: 5120.560059
	Iteration 2Q: 3 clusters Score -4304499 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4304799.000000 Penalty: 5120.560059
	Iteration 3Q: 3 clusters Score -4304799 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -4305106.500000 Penalty: 5120.560059
	Iteration 4Q: 3 clusters Score -4305106 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4305429.000000 Penalty: 5120.560059
	Iteration 5Q: 3 clusters Score -4305429 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -4305827.500000 Penalty: 5120.560059
	Iteration 6Q: 3 clusters Score -4305828 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -4306309.000000 Penalty: 5120.560059
	Iteration 7Q: 3 clusters Score -4306309 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4307106.500000 Penalty: 5120.560059
	Iteration 8Q: 3 clusters Score -4307106 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4308268.500000 Penalty: 5120.560059
	Iteration 9F: 3 clusters Score -4308268 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4309671.000000 Penalty: 5120.560059
	Iteration 10F: 3 clusters Score -4309671 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4311244.000000 Penalty: 5120.560059
	Iteration 11F: 3 clusters Score -4311244 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4312788.500000 Penalty: 5120.560059
	Iteration 12F: 3 clusters Score -4312788 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -4313951.000000 Penalty: 5120.560059
	Iteration 13Q: 3 clusters Score -4313951 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4314767.000000 Penalty: 5120.560059
	Iteration 14Q: 3 clusters Score -4314767 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4315191.500000 Penalty: 5120.560059
	Iteration 15Q: 3 clusters Score -4315192 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4315406.500000 Penalty: 5120.560059
	Iteration 16Q: 3 clusters Score -4315406 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4315508.500000 Penalty: 5120.560059
	Iteration 17Q: 3 clusters Score -4315508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4315568.000000 Penalty: 5120.560059
	Iteration 18Q: 3 clusters Score -4315568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4315631.500000 Penalty: 5120.560059
	Iteration 19Q: 3 clusters Score -4315632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4315664.000000 Penalty: 5120.560059
	Iteration 20F: 3 clusters Score -4315664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4315691.500000 Penalty: 5120.560059
	Iteration 21Q: 3 clusters Score -4315692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4315708.500000 Penalty: 5120.560059
	Iteration 22Q: 3 clusters Score -4315708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4315718.500000 Penalty: 5120.560059
	Iteration 23Q: 3 clusters Score -4315718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4315722.500000 Penalty: 5120.560059
	Iteration 24Q: 3 clusters Score -4315722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4315740.000000 Penalty: 5120.560059
	Iteration 25Q: 3 clusters Score -4315740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4315751.500000 Penalty: 5120.560059
	Iteration 26Q: 3 clusters Score -4315752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4315757.000000 Penalty: 5120.560059
	Iteration 27Q: 3 clusters Score -4315757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4315761.500000 Penalty: 5120.560059
	Iteration 28Q: 3 clusters Score -4315762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4315761.500000 Penalty: 5120.560059
	Iteration 29Q: 3 clusters Score -4315762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4315768.500000 Penalty: 5120.560059
	Iteration 30Q: 3 clusters Score -4315768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4315780.500000 Penalty: 5120.560059
	Iteration 31Q: 3 clusters Score -4315780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4315781.500000 Penalty: 5120.560059
	Iteration 32Q: 3 clusters Score -4315782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4315784.500000 Penalty: 5120.560059
	Iteration 33Q: 3 clusters Score -4315784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4315786.000000 Penalty: 5120.560059
	Iteration 34Q: 3 clusters Score -4315786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4315789.000000 Penalty: 5120.560059
	Iteration 35Q: 3 clusters Score -4315789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4315793.500000 Penalty: 5120.560059
	Iteration 36Q: 3 clusters Score -4315794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4315797.500000 Penalty: 5120.560059
	Iteration 37Q: 3 clusters Score -4315798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4315797.500000 Penalty: 5120.560059
	Iteration 38Q: 3 clusters Score -4315798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4315798.500000 Penalty: 5120.560059
	Iteration 39Q: 3 clusters Score -4315798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4315805.500000 Penalty: 5120.560059
	Iteration 40F: 3 clusters Score -4315806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4315811.000000 Penalty: 5120.560059
	Iteration 41Q: 3 clusters Score -4315811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4315810.000000 Penalty: 5120.560059
	Iteration 42Q: 3 clusters Score -4315810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4315812.000000 Penalty: 5120.560059
	Iteration 43Q: 3 clusters Score -4315812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4315812.000000 Penalty: 5120.560059
	Iteration 44F: 3 clusters Score -4315812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -521021.937500 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -521021.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -517204.750000 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -517204.8 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -518011.968750 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -518012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -518167.968750 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -518168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -518286.031250 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -518286 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -518355.781250 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -518355.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -518397.812500 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -518397.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -518434.250000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -518434.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -518466.593750 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -518466.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -518490.937500 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -518490.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518508.593750 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -518508.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -518517.812500 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -518517.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -518527.312500 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -518527.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -518540.562500 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -518540.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -518552.125000 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -518552.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -518560.718750 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -518560.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -518568.656250 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -518568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -518574.000000 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -518574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -518579.875000 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -518579.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -518586.125000 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -518586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -518590.093750 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -518590.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -518595.218750 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -518595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -518599.156250 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -518599.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -518601.312500 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -518601.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518603.625000 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -518603.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518608.062500 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -518608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518613.218750 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -518613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -518616.875000 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -518616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -518617.937500 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -518617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -518618.656250 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -518618.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -518618.656250 Penalty: 4085.920654
	Iteration 29F: 3 clusters Score -518618.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -184886.843750 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -184886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182712.937500 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -182712.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -183118.562500 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -183118.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183256.531250 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -183256.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183330.031250 Penalty: 3590.650635
	Iteration 3Q: 3 clusters Score -183330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -183374.718750 Penalty: 3590.650635
	Iteration 4Q: 3 clusters Score -183374.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -183411.859375 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -183411.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183443.375000 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -183443.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183468.812500 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -183468.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -183481.375000 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -183481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -183492.750000 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -183492.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -183498.609375 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -183498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -183502.546875 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -183502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -183506.484375 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -183506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183511.171875 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -183511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183513.265625 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -183513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183513.265625 Penalty: 3590.650635
	Iteration 15F: 3 clusters Score -183513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -127336.2 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 516 members 
Entering Unmasked Estep 
Score: -125433.257812 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -125433.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -125891.273438 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -125891.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -126061.453125 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -126061.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -126138.085938 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -126138.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -126194.804688 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -126194.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126250.218750 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -126250.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -126301.320312 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -126301.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126364.992188 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -126365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -126410.796875 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -126410.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126461.390625 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -126461.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -126539.226562 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -126539.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -126621.390625 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -126621.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126797.234375 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -126797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -126910.750000 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -126910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -126947.546875 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -126947.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -126992.468750 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -126992.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127039.054688 Penalty: 3442.830322
	Iteration 16Q: 3 clusters Score -127039.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -127071.781250 Penalty: 3442.830322
	Iteration 17Q: 3 clusters Score -127071.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -127102.507812 Penalty: 3442.830322
	Iteration 18Q: 3 clusters Score -127102.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -127131.796875 Penalty: 3442.830322
	Iteration 19Q: 3 clusters Score -127131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127226.171875 Penalty: 3442.830322
	Iteration 20F: 3 clusters Score -127226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127402.312500 Penalty: 3442.830322
	Iteration 21Q: 3 clusters Score -127402.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127859.156250 Penalty: 3442.830322
	Iteration 22Q: 3 clusters Score -127859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -128423.015625 Penalty: 3442.830322
	Iteration 23Q: 3 clusters Score -128423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -128480.343750 Penalty: 3442.830322
	Iteration 24Q: 3 clusters Score -128480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128518.710938 Penalty: 3442.830322
	Iteration 25Q: 3 clusters Score -128518.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -128555.648438 Penalty: 3442.830322
	Iteration 26Q: 3 clusters Score -128555.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -128595.906250 Penalty: 3442.830322
	Iteration 27Q: 3 clusters Score -128595.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128619.882812 Penalty: 3442.830322
	Iteration 28Q: 3 clusters Score -128619.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -128625.109375 Penalty: 3442.830322
	Iteration 29Q: 3 clusters Score -128625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128627.679688 Penalty: 3442.830322
	Iteration 30Q: 3 clusters Score -128627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -128631.625000 Penalty: 3442.830322
	Iteration 31Q: 3 clusters Score -128631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -128639.828125 Penalty: 3442.830322
	Iteration 32Q: 3 clusters Score -128639.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128670.171875 Penalty: 3442.830322
	Iteration 33Q: 3 clusters Score -128670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -128710.515625 Penalty: 3442.830322
	Iteration 34Q: 3 clusters Score -128710.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -128848.507812 Penalty: 3442.830322
	Iteration 35Q: 3 clusters Score -128848.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128943.523438 Penalty: 3442.830322
	Iteration 36Q: 3 clusters Score -128943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -128943.835938 Penalty: 3442.830322
	Iteration 37F: 3 clusters Score -128943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128945.789062 Penalty: 3442.830322
	Iteration 38Q: 3 clusters Score -128945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -128945.789062 Penalty: 3442.830322
	Iteration 39F: 3 clusters Score -128945.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 26864 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165591 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26747 members 
Mstep: Class 7 contains 152688 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 11 contains 612 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30446 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 422 members 
Mstep: Class 19 contains 60134 members 
Mstep: Class 21 contains 77482 members 
Entering Unmasked Estep 
Score: -84933016.000000 Penalty: 62815.007812
Splitting cluster 18 changes total score from -84933016.000000 to -84933016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (60134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Entering Unmasked Estep 
Score: -8481274.000000 Penalty: 2729.073975
	Iteration 0F: 2 clusters Score -8481274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -8440983.000000 Penalty: 5458.147949
	Iteration 0F: 3 clusters Score -8440983 nChanged 27990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -8456375.000000 Penalty: 5458.147949
	Iteration 1F: 3 clusters Score -8456375 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -8456942.000000 Penalty: 5458.147949
	Iteration 2Q: 3 clusters Score -8456942 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -8457519.000000 Penalty: 5458.147949
	Iteration 3Q: 3 clusters Score -8457519 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -8458179.000000 Penalty: 5458.147949
	Iteration 4Q: 3 clusters Score -8458179 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -8458923.000000 Penalty: 5458.147949
	Iteration 5Q: 3 clusters Score -8458923 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -8459778.000000 Penalty: 5458.147949
	Iteration 6Q: 3 clusters Score -8459778 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8460922.000000 Penalty: 5458.147949
	Iteration 7Q: 3 clusters Score -8460922 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -8462565.000000 Penalty: 5458.147949
	Iteration 8Q: 3 clusters Score -8462565 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -8464533.000000 Penalty: 5458.147949
	Iteration 9F: 3 clusters Score -8464533 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -8466872.000000 Penalty: 5458.147949
	Iteration 10F: 3 clusters Score -8466872 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8468967.000000 Penalty: 5458.147949
	Iteration 11F: 3 clusters Score -8468967 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8470124.000000 Penalty: 5458.147949
	Iteration 12Q: 3 clusters Score -8470124 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8470608.000000 Penalty: 5458.147949
	Iteration 13Q: 3 clusters Score -8470608 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8470822.000000 Penalty: 5458.147949
	Iteration 14Q: 3 clusters Score -8470822 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -8470960.000000 Penalty: 5458.147949
	Iteration 15Q: 3 clusters Score -8470960 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -8471052.000000 Penalty: 5458.147949
	Iteration 16Q: 3 clusters Score -8471052 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -8471131.000000 Penalty: 5458.147949
	Iteration 17Q: 3 clusters Score -8471131 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -8471211.000000 Penalty: 5458.147949
	Iteration 18Q: 3 clusters Score -8471211 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8471338.000000 Penalty: 5458.147949
	Iteration 19Q: 3 clusters Score -8471338 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8471419.000000 Penalty: 5458.147949
	Iteration 20F: 3 clusters Score -8471419 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8471464.000000 Penalty: 5458.147949
	Iteration 21Q: 3 clusters Score -8471464 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8471513.000000 Penalty: 5458.147949
	Iteration 22Q: 3 clusters Score -8471513 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -8471687.000000 Penalty: 5458.147949
	Iteration 23Q: 3 clusters Score -8471687 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -8471849.000000 Penalty: 5458.147949
	Iteration 24Q: 3 clusters Score -8471849 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -8471930.000000 Penalty: 5458.147949
	Iteration 25Q: 3 clusters Score -8471930 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8472104.000000 Penalty: 5458.147949
	Iteration 26Q: 3 clusters Score -8472104 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8472236.000000 Penalty: 5458.147949
	Iteration 27Q: 3 clusters Score -8472236 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8472416.000000 Penalty: 5458.147949
	Iteration 28Q: 3 clusters Score -8472416 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -8472606.000000 Penalty: 5458.147949
	Iteration 29Q: 3 clusters Score -8472606 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -8472762.000000 Penalty: 5458.147949
	Iteration 30Q: 3 clusters Score -8472762 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8472980.000000 Penalty: 5458.147949
	Iteration 31Q: 3 clusters Score -8472980 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8473238.000000 Penalty: 5458.147949
	Iteration 32Q: 3 clusters Score -8473238 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8473526.000000 Penalty: 5458.147949
	Iteration 33Q: 3 clusters Score -8473526 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8473908.000000 Penalty: 5458.147949
	Iteration 34Q: 3 clusters Score -8473908 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -8474264.000000 Penalty: 5458.147949
	Iteration 35Q: 3 clusters Score -8474264 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -8474589.000000 Penalty: 5458.147949
	Iteration 36Q: 3 clusters Score -8474589 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -8474965.000000 Penalty: 5458.147949
	Iteration 37Q: 3 clusters Score -8474965 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -8475307.000000 Penalty: 5458.147949
	Iteration 38Q: 3 clusters Score -8475307 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -8475709.000000 Penalty: 5458.147949
	Iteration 39Q: 3 clusters Score -8475709 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -8476053.000000 Penalty: 5458.147949
	Iteration 40F: 3 clusters Score -8476053 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -8476361.000000 Penalty: 5458.147949
	Iteration 41Q: 3 clusters Score -8476361 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -8476702.000000 Penalty: 5458.147949
	Iteration 42Q: 3 clusters Score -8476702 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -8477057.000000 Penalty: 5458.147949
	Iteration 43Q: 3 clusters Score -8477057 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -8477282.000000 Penalty: 5458.147949
	Iteration 44Q: 3 clusters Score -8477282 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -8477575.000000 Penalty: 5458.147949
	Iteration 45Q: 3 clusters Score -8477575 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -8477837.000000 Penalty: 5458.147949
	Iteration 46Q: 3 clusters Score -8477837 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -8478100.000000 Penalty: 5458.147949
	Iteration 47Q: 3 clusters Score -8478100 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -8478338.000000 Penalty: 5458.147949
	Iteration 48Q: 3 clusters Score -8478338 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -8478508.000000 Penalty: 5458.147949
	Iteration 49Q: 3 clusters Score -8478508 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -8478659.000000 Penalty: 5458.147949
	Iteration 50Q: 3 clusters Score -8478659 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -8478750.000000 Penalty: 5458.147949
	Iteration 51Q: 3 clusters Score -8478750 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -8478848.000000 Penalty: 5458.147949
	Iteration 52Q: 3 clusters Score -8478848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -8478928.000000 Penalty: 5458.147949
	Iteration 53Q: 3 clusters Score -8478928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -8478972.000000 Penalty: 5458.147949
	Iteration 54Q: 3 clusters Score -8478972 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 58617 members 
Entering Unmasked Estep 
Score: -8479041.000000 Penalty: 5458.147949
	Iteration 55Q: 3 clusters Score -8479041 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -8479067.000000 Penalty: 5458.147949
	Iteration 56Q: 3 clusters Score -8479067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -8479092.000000 Penalty: 5458.147949
	Iteration 57Q: 3 clusters Score -8479092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -8479115.000000 Penalty: 5458.147949
	Iteration 58Q: 3 clusters Score -8479115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -8479147.000000 Penalty: 5458.147949
	Iteration 59Q: 3 clusters Score -8479147 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -8479173.000000 Penalty: 5458.147949
	Iteration 60F: 3 clusters Score -8479173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -8479187.000000 Penalty: 5458.147949
	Iteration 61Q: 3 clusters Score -8479187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 59118 members 
Entering Unmasked Estep 
Score: -8479217.000000 Penalty: 5458.147949
	Iteration 62Q: 3 clusters Score -8479217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -8479272.000000 Penalty: 5458.147949
	Iteration 63Q: 3 clusters Score -8479272 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -8479293.000000 Penalty: 5458.147949
	Iteration 64Q: 3 clusters Score -8479293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -8479328.000000 Penalty: 5458.147949
	Iteration 65Q: 3 clusters Score -8479328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 59284 members 
Entering Unmasked Estep 
Score: -8479332.000000 Penalty: 5458.147949
	Iteration 66Q: 3 clusters Score -8479332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -8479344.000000 Penalty: 5458.147949
	Iteration 67Q: 3 clusters Score -8479344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -8479352.000000 Penalty: 5458.147949
	Iteration 68Q: 3 clusters Score -8479352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -8479352.000000 Penalty: 5458.147949
	Iteration 69Q: 3 clusters Score -8479352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -8479354.000000 Penalty: 5458.147949
	Iteration 70Q: 3 clusters Score -8479354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -8479360.000000 Penalty: 5458.147949
	Iteration 71Q: 3 clusters Score -8479360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 59370 members 
Entering Unmasked Estep 
Score: -8479371.000000 Penalty: 5458.147949
	Iteration 72Q: 3 clusters Score -8479371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -8479367.000000 Penalty: 5458.147949
	Iteration 73Q: 3 clusters Score -8479367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -8479379.000000 Penalty: 5458.147949
	Iteration 74Q: 3 clusters Score -8479379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -8479373.000000 Penalty: 5458.147949
	Iteration 75Q: 3 clusters Score -8479373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -8479375.000000 Penalty: 5458.147949
	Iteration 76Q: 3 clusters Score -8479375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -8479378.000000 Penalty: 5458.147949
	Iteration 77Q: 3 clusters Score -8479378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 59398 members 
Entering Unmasked Estep 
Score: -8479385.000000 Penalty: 5458.147949
	Iteration 78Q: 3 clusters Score -8479385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -8479389.000000 Penalty: 5458.147949
	Iteration 79Q: 3 clusters Score -8479389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -8479386.000000 Penalty: 5458.147949
	Iteration 80F: 3 clusters Score -8479386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5458.147949
	Iteration 81Q: 3 clusters Score -8479396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5458.147949
	Iteration 82Q: 3 clusters Score -8479396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5458.147949
	Iteration 83Q: 3 clusters Score -8479396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -8479405.000000 Penalty: 5458.147949
	Iteration 84Q: 3 clusters Score -8479405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 5458.147949
	Iteration 85Q: 3 clusters Score -8479401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59425 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 5458.147949
	Iteration 86F: 3 clusters Score -8479401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77482 members 
Entering Unmasked Estep 
Score: -10918266.000000 Penalty: 2791.934570
	Iteration 0F: 2 clusters Score -1.091827e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -10866169.000000 Penalty: 5583.869141
	Iteration 0F: 3 clusters Score -1.086617e+07 nChanged 36195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -10886862.000000 Penalty: 5583.869141
	Iteration 1F: 3 clusters Score -1.088686e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -10887578.000000 Penalty: 5583.869141
	Iteration 2Q: 3 clusters Score -1.088758e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -10888389.000000 Penalty: 5583.869141
	Iteration 3Q: 3 clusters Score -1.088839e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -10889429.000000 Penalty: 5583.869141
	Iteration 4Q: 3 clusters Score -1.088943e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -10890917.000000 Penalty: 5583.869141
	Iteration 5Q: 3 clusters Score -1.089092e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -10893189.000000 Penalty: 5583.869141
	Iteration 6F: 3 clusters Score -1.089319e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -10896417.000000 Penalty: 5583.869141
	Iteration 7F: 3 clusters Score -1.089642e+07 nChanged 5248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -10900427.000000 Penalty: 5583.869141
	Iteration 8F: 3 clusters Score -1.090043e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -10904424.000000 Penalty: 5583.869141
	Iteration 9F: 3 clusters Score -1.090442e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -10907674.000000 Penalty: 5583.869141
	Iteration 10F: 3 clusters Score -1.090767e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -10909741.000000 Penalty: 5583.869141
	Iteration 11Q: 3 clusters Score -1.090974e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -10911009.000000 Penalty: 5583.869141
	Iteration 12Q: 3 clusters Score -1.091101e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67800 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -10911934.000000 Penalty: 5583.869141
	Iteration 13Q: 3 clusters Score -1.091193e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -10912655.000000 Penalty: 5583.869141
	Iteration 14Q: 3 clusters Score -1.091266e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70199 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10913325.000000 Penalty: 5583.869141
	Iteration 15Q: 3 clusters Score -1.091332e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71198 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -10913866.000000 Penalty: 5583.869141
	Iteration 16Q: 3 clusters Score -1.091387e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72016 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -10914264.000000 Penalty: 5583.869141
	Iteration 17Q: 3 clusters Score -1.091426e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72727 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -10914564.000000 Penalty: 5583.869141
	Iteration 18Q: 3 clusters Score -1.091456e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73265 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -10914867.000000 Penalty: 5583.869141
	Iteration 19Q: 3 clusters Score -1.091487e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10915024.000000 Penalty: 5583.869141
	Iteration 20F: 3 clusters Score -1.091502e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74104 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -10915226.000000 Penalty: 5583.869141
	Iteration 21Q: 3 clusters Score -1.091523e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -10915373.000000 Penalty: 5583.869141
	Iteration 22Q: 3 clusters Score -1.091537e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -10915494.000000 Penalty: 5583.869141
	Iteration 23Q: 3 clusters Score -1.091549e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10915556.000000 Penalty: 5583.869141
	Iteration 24Q: 3 clusters Score -1.091556e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10915619.000000 Penalty: 5583.869141
	Iteration 25Q: 3 clusters Score -1.091562e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10915652.000000 Penalty: 5583.869141
	Iteration 26Q: 3 clusters Score -1.091565e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10915740.000000 Penalty: 5583.869141
	Iteration 27Q: 3 clusters Score -1.091574e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10915776.000000 Penalty: 5583.869141
	Iteration 28Q: 3 clusters Score -1.091578e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75594 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10915820.000000 Penalty: 5583.869141
	Iteration 29Q: 3 clusters Score -1.091582e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75672 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -10915849.000000 Penalty: 5583.869141
	Iteration 30Q: 3 clusters Score -1.091585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10915864.000000 Penalty: 5583.869141
	Iteration 31Q: 3 clusters Score -1.091586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10915897.000000 Penalty: 5583.869141
	Iteration 32Q: 3 clusters Score -1.09159e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10915915.000000 Penalty: 5583.869141
	Iteration 33Q: 3 clusters Score -1.091592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75882 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -10915922.000000 Penalty: 5583.869141
	Iteration 34Q: 3 clusters Score -1.091592e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10915933.000000 Penalty: 5583.869141
	Iteration 35Q: 3 clusters Score -1.091593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75948 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10915920.000000 Penalty: 5583.869141
	Iteration 36Q: 3 clusters Score -1.091592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75965 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10915922.000000 Penalty: 5583.869141
	Iteration 37Q: 3 clusters Score -1.091592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10915924.000000 Penalty: 5583.869141
	Iteration 38Q: 3 clusters Score -1.091592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10915921.000000 Penalty: 5583.869141
	Iteration 39Q: 3 clusters Score -1.091592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10915940.000000 Penalty: 5583.869141
	Iteration 40F: 3 clusters Score -1.091594e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -10915936.000000 Penalty: 5583.869141
	Iteration 41Q: 3 clusters Score -1.091594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76012 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10915932.000000 Penalty: 5583.869141
	Iteration 42Q: 3 clusters Score -1.091593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76018 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10915932.000000 Penalty: 5583.869141
	Iteration 43Q: 3 clusters Score -1.091593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10915935.000000 Penalty: 5583.869141
	Iteration 44Q: 3 clusters Score -1.091594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10915937.000000 Penalty: 5583.869141
	Iteration 45Q: 3 clusters Score -1.091594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -10915938.000000 Penalty: 5583.869141
	Iteration 46Q: 3 clusters Score -1.091594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76039 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10915953.000000 Penalty: 5583.869141
	Iteration 47Q: 3 clusters Score -1.091595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76053 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10915953.000000 Penalty: 5583.869141
	Iteration 48Q: 3 clusters Score -1.091595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10915964.000000 Penalty: 5583.869141
	Iteration 49Q: 3 clusters Score -1.091596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10915968.000000 Penalty: 5583.869141
	Iteration 50Q: 3 clusters Score -1.091597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76084 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10915968.000000 Penalty: 5583.869141
	Iteration 51Q: 3 clusters Score -1.091597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10915970.000000 Penalty: 5583.869141
	Iteration 52Q: 3 clusters Score -1.091597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76115 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10915984.000000 Penalty: 5583.869141
	Iteration 53Q: 3 clusters Score -1.091598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76125 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10915995.000000 Penalty: 5583.869141
	Iteration 54Q: 3 clusters Score -1.0916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -10916005.000000 Penalty: 5583.869141
	Iteration 55Q: 3 clusters Score -1.0916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -10916011.000000 Penalty: 5583.869141
	Iteration 56Q: 3 clusters Score -1.091601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76147 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10916012.000000 Penalty: 5583.869141
	Iteration 57Q: 3 clusters Score -1.091601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76151 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10916012.000000 Penalty: 5583.869141
	Iteration 58Q: 3 clusters Score -1.091601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -10916018.000000 Penalty: 5583.869141
	Iteration 59Q: 3 clusters Score -1.091602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10916027.000000 Penalty: 5583.869141
	Iteration 60F: 3 clusters Score -1.091603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10916028.000000 Penalty: 5583.869141
	Iteration 61Q: 3 clusters Score -1.091603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76159 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10916031.000000 Penalty: 5583.869141
	Iteration 62Q: 3 clusters Score -1.091603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10916034.000000 Penalty: 5583.869141
	Iteration 63Q: 3 clusters Score -1.091603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -10916030.000000 Penalty: 5583.869141
	Iteration 64Q: 3 clusters Score -1.091603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10916029.000000 Penalty: 5583.869141
	Iteration 65Q: 3 clusters Score -1.091603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10916029.000000 Penalty: 5583.869141
	Iteration 66F: 3 clusters Score -1.091603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 26864 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165591 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26747 members 
Mstep: Class 7 contains 152688 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14286 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 2078 members 
Mstep: Class 14 contains 30446 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60134 members 
Mstep: Class 21 contains 77482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 199Q: 19 clusters Score -8.493294e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 26863 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165588 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26748 members 
Mstep: Class 7 contains 152698 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14290 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 2079 members 
Mstep: Class 14 contains 30447 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60122 members 
Mstep: Class 21 contains 77472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932824.000000 Penalty: 59508.957031
Iteration 200F: 19 clusters Score -8.493282e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 26864 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165581 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26744 members 
Mstep: Class 7 contains 152713 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14305 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60111 members 
Mstep: Class 21 contains 77460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932760.000000 Penalty: 59508.957031
Iteration 201Q: 19 clusters Score -8.493276e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 26862 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165575 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26745 members 
Mstep: Class 7 contains 152722 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14308 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30448 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60107 members 
Mstep: Class 21 contains 77455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 202Q: 19 clusters Score -8.493288e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 26858 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165576 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26742 members 
Mstep: Class 7 contains 152729 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14318 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30451 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60099 members 
Mstep: Class 21 contains 77451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 203Q: 19 clusters Score -8.493288e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 26858 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165592 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26737 members 
Mstep: Class 7 contains 152728 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14324 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30450 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60097 members 
Mstep: Class 21 contains 77436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932856.000000 Penalty: 59508.957031
Iteration 204Q: 19 clusters Score -8.493286e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 26860 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165601 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26735 members 
Mstep: Class 7 contains 152725 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14338 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30453 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60095 members 
Mstep: Class 21 contains 77414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932808.000000 Penalty: 59508.957031
Iteration 205Q: 19 clusters Score -8.493281e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 26860 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165590 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 152753 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30453 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60091 members 
Mstep: Class 21 contains 77398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932768.000000 Penalty: 59508.957031
Iteration 206Q: 19 clusters Score -8.493277e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 26862 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165592 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26732 members 
Mstep: Class 7 contains 152754 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30457 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60091 members 
Mstep: Class 21 contains 77393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932720.000000 Penalty: 59508.957031
Iteration 207Q: 19 clusters Score -8.493272e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 26863 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165605 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26731 members 
Mstep: Class 7 contains 152751 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14339 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60093 members 
Mstep: Class 21 contains 77377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932752.000000 Penalty: 59508.957031
Iteration 208Q: 19 clusters Score -8.493275e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 26866 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165609 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26729 members 
Mstep: Class 7 contains 152762 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14340 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60094 members 
Mstep: Class 21 contains 77362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932792.000000 Penalty: 59508.957031
Iteration 209Q: 19 clusters Score -8.493279e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 26868 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165613 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26725 members 
Mstep: Class 7 contains 152786 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14341 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60088 members 
Mstep: Class 21 contains 77336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932720.000000 Penalty: 59508.957031
Iteration 210Q: 19 clusters Score -8.493272e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 26871 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165626 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26725 members 
Mstep: Class 7 contains 152790 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14345 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30464 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60081 members 
Mstep: Class 21 contains 77319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932624.000000 Penalty: 59508.957031
Iteration 211Q: 19 clusters Score -8.493262e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 26874 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165631 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26724 members 
Mstep: Class 7 contains 152778 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14352 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60080 members 
Mstep: Class 21 contains 77311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932528.000000 Penalty: 59508.957031
Iteration 212Q: 19 clusters Score -8.493253e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 26878 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165632 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26722 members 
Mstep: Class 7 contains 152774 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14357 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60075 members 
Mstep: Class 21 contains 77307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932584.000000 Penalty: 59508.957031
Iteration 213Q: 19 clusters Score -8.493258e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 26878 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165641 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26719 members 
Mstep: Class 7 contains 152768 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14358 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30460 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60071 members 
Mstep: Class 21 contains 77304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932560.000000 Penalty: 59508.957031
Iteration 214Q: 19 clusters Score -8.493256e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 26877 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165632 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26722 members 
Mstep: Class 7 contains 152782 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14365 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30462 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60067 members 
Mstep: Class 21 contains 77293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932536.000000 Penalty: 59508.957031
Iteration 215Q: 19 clusters Score -8.493254e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 26880 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165618 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26723 members 
Mstep: Class 7 contains 152796 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14369 members 
Mstep: Class 12 contains 20412 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60067 members 
Mstep: Class 21 contains 77284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932680.000000 Penalty: 59508.957031
Iteration 216Q: 19 clusters Score -8.493268e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 26880 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165619 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26723 members 
Mstep: Class 7 contains 152799 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14374 members 
Mstep: Class 12 contains 20413 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30467 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60060 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932576.000000 Penalty: 59508.957031
Iteration 217Q: 19 clusters Score -8.493258e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 26883 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165618 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26722 members 
Mstep: Class 7 contains 152798 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14384 members 
Mstep: Class 12 contains 20414 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60057 members 
Mstep: Class 21 contains 77271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932624.000000 Penalty: 59508.957031
Iteration 218Q: 19 clusters Score -8.493262e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 26882 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165623 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26718 members 
Mstep: Class 7 contains 152785 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14392 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60056 members 
Mstep: Class 21 contains 77264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932672.000000 Penalty: 59508.957031
Iteration 219Q: 19 clusters Score -8.493267e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 26885 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165623 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26717 members 
Mstep: Class 7 contains 152761 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14401 members 
Mstep: Class 12 contains 20424 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60061 members 
Mstep: Class 21 contains 77264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932768.000000 Penalty: 59508.957031
Iteration 220F: 19 clusters Score -8.493277e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 26890 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165611 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26714 members 
Mstep: Class 7 contains 152748 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60061 members 
Mstep: Class 21 contains 77263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932776.000000 Penalty: 59508.957031
Iteration 221Q: 19 clusters Score -8.493278e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 26894 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165598 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26713 members 
Mstep: Class 7 contains 152750 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14404 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 3780 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60060 members 
Mstep: Class 21 contains 77268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932744.000000 Penalty: 59508.957031
Iteration 222Q: 19 clusters Score -8.493274e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 26903 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165587 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26710 members 
Mstep: Class 7 contains 152753 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14404 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30478 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60060 members 
Mstep: Class 21 contains 77263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932800.000000 Penalty: 59508.957031
Iteration 223Q: 19 clusters Score -8.49328e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 26906 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165580 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26707 members 
Mstep: Class 7 contains 152757 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14406 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30483 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60049 members 
Mstep: Class 21 contains 77262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932808.000000 Penalty: 59508.957031
Iteration 224Q: 19 clusters Score -8.493281e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26912 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165576 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26704 members 
Mstep: Class 7 contains 152744 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14409 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30487 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60051 members 
Mstep: Class 21 contains 77261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 225Q: 19 clusters Score -8.493285e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 26913 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165570 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 152741 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14415 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60044 members 
Mstep: Class 21 contains 77268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932904.000000 Penalty: 59508.957031
Iteration 226Q: 19 clusters Score -8.49329e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 26914 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165553 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26697 members 
Mstep: Class 7 contains 152756 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14424 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60034 members 
Mstep: Class 21 contains 77271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932864.000000 Penalty: 59508.957031
Iteration 227Q: 19 clusters Score -8.493286e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 26915 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165555 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26696 members 
Mstep: Class 7 contains 152758 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14429 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30485 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60025 members 
Mstep: Class 21 contains 77267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932952.000000 Penalty: 59508.957031
Iteration 228Q: 19 clusters Score -8.493295e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 26915 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165558 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 152759 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14434 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30482 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60018 members 
Mstep: Class 21 contains 77265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932952.000000 Penalty: 59508.957031
Iteration 229Q: 19 clusters Score -8.493295e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 26918 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165566 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26700 members 
Mstep: Class 7 contains 152746 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14441 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60008 members 
Mstep: Class 21 contains 77270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932984.000000 Penalty: 59508.957031
Iteration 230Q: 19 clusters Score -8.493298e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 26919 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165586 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26701 members 
Mstep: Class 7 contains 152723 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14447 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30482 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 60002 members 
Mstep: Class 21 contains 77268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932872.000000 Penalty: 59508.957031
Iteration 231Q: 19 clusters Score -8.493287e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165601 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26702 members 
Mstep: Class 7 contains 152705 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14454 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30486 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59993 members 
Mstep: Class 21 contains 77269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932856.000000 Penalty: 59508.957031
Iteration 232Q: 19 clusters Score -8.493286e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 26920 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165610 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26701 members 
Mstep: Class 7 contains 152707 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14458 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30481 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59990 members 
Mstep: Class 21 contains 77267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932896.000000 Penalty: 59508.957031
Iteration 233Q: 19 clusters Score -8.49329e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 26920 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165613 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 152710 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14465 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59983 members 
Mstep: Class 21 contains 77266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 234Q: 19 clusters Score -8.493285e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165611 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26706 members 
Mstep: Class 7 contains 152715 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14470 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30478 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59974 members 
Mstep: Class 21 contains 77268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932904.000000 Penalty: 59508.957031
Iteration 235Q: 19 clusters Score -8.49329e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26921 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165625 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26706 members 
Mstep: Class 7 contains 152713 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 12 contains 20423 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59963 members 
Mstep: Class 21 contains 77267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932792.000000 Penalty: 59508.957031
Iteration 236Q: 19 clusters Score -8.493279e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 26924 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165628 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 152704 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14480 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59966 members 
Mstep: Class 21 contains 77262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932808.000000 Penalty: 59508.957031
Iteration 237Q: 19 clusters Score -8.493281e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 26925 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165621 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26707 members 
Mstep: Class 7 contains 152702 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14488 members 
Mstep: Class 12 contains 20428 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59964 members 
Mstep: Class 21 contains 77261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932784.000000 Penalty: 59508.957031
Iteration 238Q: 19 clusters Score -8.493278e+07 nChanged 106
Entering ConstructFrom: 
Score: -84932784.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (31340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Entering Unmasked Estep 
Score: -4442110.500000 Penalty: 2567.457275
	Iteration 0F: 2 clusters Score -4442110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4420761.500000 Penalty: 5134.914551
	Iteration 0F: 3 clusters Score -4420762 nChanged 14167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4428338.000000 Penalty: 5134.914551
	Iteration 1F: 3 clusters Score -4428338 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4428805.500000 Penalty: 5134.914551
	Iteration 2Q: 3 clusters Score -4428806 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -4429236.000000 Penalty: 5134.914551
	Iteration 3Q: 3 clusters Score -4429236 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4429637.000000 Penalty: 5134.914551
	Iteration 4Q: 3 clusters Score -4429637 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -4430043.500000 Penalty: 5134.914551
	Iteration 5Q: 3 clusters Score -4430044 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -4430565.000000 Penalty: 5134.914551
	Iteration 6Q: 3 clusters Score -4430565 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4431140.500000 Penalty: 5134.914551
	Iteration 7Q: 3 clusters Score -4431140 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -4431889.000000 Penalty: 5134.914551
	Iteration 8Q: 3 clusters Score -4431889 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4432886.500000 Penalty: 5134.914551
	Iteration 9Q: 3 clusters Score -4432886 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -4434080.000000 Penalty: 5134.914551
	Iteration 10Q: 3 clusters Score -4434080 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4435229.500000 Penalty: 5134.914551
	Iteration 11Q: 3 clusters Score -4435230 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4436148.500000 Penalty: 5134.914551
	Iteration 12Q: 3 clusters Score -4436148 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4436794.500000 Penalty: 5134.914551
	Iteration 13Q: 3 clusters Score -4436794 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4437242.500000 Penalty: 5134.914551
	Iteration 14Q: 3 clusters Score -4437242 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4437545.500000 Penalty: 5134.914551
	Iteration 15Q: 3 clusters Score -4437546 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4437808.500000 Penalty: 5134.914551
	Iteration 16Q: 3 clusters Score -4437808 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -4438020.500000 Penalty: 5134.914551
	Iteration 17Q: 3 clusters Score -4438020 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -4438174.500000 Penalty: 5134.914551
	Iteration 18Q: 3 clusters Score -4438174 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4438333.000000 Penalty: 5134.914551
	Iteration 19Q: 3 clusters Score -4438333 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4438481.500000 Penalty: 5134.914551
	Iteration 20F: 3 clusters Score -4438482 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4438665.000000 Penalty: 5134.914551
	Iteration 21Q: 3 clusters Score -4438665 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4438793.000000 Penalty: 5134.914551
	Iteration 22Q: 3 clusters Score -4438793 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -4438899.500000 Penalty: 5134.914551
	Iteration 23Q: 3 clusters Score -4438900 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4439003.500000 Penalty: 5134.914551
	Iteration 24Q: 3 clusters Score -4439004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4439084.500000 Penalty: 5134.914551
	Iteration 25Q: 3 clusters Score -4439084 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4439184.000000 Penalty: 5134.914551
	Iteration 26Q: 3 clusters Score -4439184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4439254.000000 Penalty: 5134.914551
	Iteration 27Q: 3 clusters Score -4439254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4439341.000000 Penalty: 5134.914551
	Iteration 28Q: 3 clusters Score -4439341 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4439406.500000 Penalty: 5134.914551
	Iteration 29Q: 3 clusters Score -4439406 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4439460.000000 Penalty: 5134.914551
	Iteration 30Q: 3 clusters Score -4439460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4439509.000000 Penalty: 5134.914551
	Iteration 31Q: 3 clusters Score -4439509 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4439546.500000 Penalty: 5134.914551
	Iteration 32Q: 3 clusters Score -4439546 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4439582.000000 Penalty: 5134.914551
	Iteration 33Q: 3 clusters Score -4439582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4439620.000000 Penalty: 5134.914551
	Iteration 34Q: 3 clusters Score -4439620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4439635.000000 Penalty: 5134.914551
	Iteration 35Q: 3 clusters Score -4439635 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4439648.000000 Penalty: 5134.914551
	Iteration 36Q: 3 clusters Score -4439648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4439669.500000 Penalty: 5134.914551
	Iteration 37Q: 3 clusters Score -4439670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4439696.000000 Penalty: 5134.914551
	Iteration 38Q: 3 clusters Score -4439696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4439703.500000 Penalty: 5134.914551
	Iteration 39Q: 3 clusters Score -4439704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4439715.000000 Penalty: 5134.914551
	Iteration 40F: 3 clusters Score -4439715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4439724.000000 Penalty: 5134.914551
	Iteration 41Q: 3 clusters Score -4439724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4439734.500000 Penalty: 5134.914551
	Iteration 42Q: 3 clusters Score -4439734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4439752.000000 Penalty: 5134.914551
	Iteration 43Q: 3 clusters Score -4439752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4439769.500000 Penalty: 5134.914551
	Iteration 44Q: 3 clusters Score -4439770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4439773.500000 Penalty: 5134.914551
	Iteration 45Q: 3 clusters Score -4439774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4439770.500000 Penalty: 5134.914551
	Iteration 46Q: 3 clusters Score -4439770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4439770.500000 Penalty: 5134.914551
	Iteration 47Q: 3 clusters Score -4439770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4439776.000000 Penalty: 5134.914551
	Iteration 48Q: 3 clusters Score -4439776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4439782.500000 Penalty: 5134.914551
	Iteration 49Q: 3 clusters Score -4439782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4439791.000000 Penalty: 5134.914551
	Iteration 50Q: 3 clusters Score -4439791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4439796.000000 Penalty: 5134.914551
	Iteration 51Q: 3 clusters Score -4439796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4439809.500000 Penalty: 5134.914551
	Iteration 52Q: 3 clusters Score -4439810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4439808.000000 Penalty: 5134.914551
	Iteration 53Q: 3 clusters Score -4439808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4439816.500000 Penalty: 5134.914551
	Iteration 54Q: 3 clusters Score -4439816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4439817.000000 Penalty: 5134.914551
	Iteration 55Q: 3 clusters Score -4439817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4439819.500000 Penalty: 5134.914551
	Iteration 56Q: 3 clusters Score -4439820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4439826.000000 Penalty: 5134.914551
	Iteration 57Q: 3 clusters Score -4439826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4439825.000000 Penalty: 5134.914551
	Iteration 58Q: 3 clusters Score -4439825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4439832.500000 Penalty: 5134.914551
	Iteration 59Q: 3 clusters Score -4439832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4439835.000000 Penalty: 5134.914551
	Iteration 60F: 3 clusters Score -4439835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4439839.500000 Penalty: 5134.914551
	Iteration 61Q: 3 clusters Score -4439840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4439844.500000 Penalty: 5134.914551
	Iteration 62Q: 3 clusters Score -4439844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4439847.500000 Penalty: 5134.914551
	Iteration 63Q: 3 clusters Score -4439848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4439852.000000 Penalty: 5134.914551
	Iteration 64Q: 3 clusters Score -4439852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4439856.500000 Penalty: 5134.914551
	Iteration 65Q: 3 clusters Score -4439856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4439863.000000 Penalty: 5134.914551
	Iteration 66Q: 3 clusters Score -4439863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4439866.000000 Penalty: 5134.914551
	Iteration 67Q: 3 clusters Score -4439866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4439866.000000 Penalty: 5134.914551
	Iteration 68Q: 3 clusters Score -4439866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4439865.000000 Penalty: 5134.914551
	Iteration 69Q: 3 clusters Score -4439865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4439865.000000 Penalty: 5134.914551
	Iteration 70F: 3 clusters Score -4439865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Entering Unmasked Estep 
Score: -3667448.500000 Penalty: 2529.828613
	Iteration 0F: 2 clusters Score -3667448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -3648886.750000 Penalty: 5059.657227
	Iteration 0F: 3 clusters Score -3648887 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3655476.000000 Penalty: 5059.657227
	Iteration 1F: 3 clusters Score -3655476 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3655962.250000 Penalty: 5059.657227
	Iteration 2Q: 3 clusters Score -3655962 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3656367.250000 Penalty: 5059.657227
	Iteration 3Q: 3 clusters Score -3656367 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -3656763.000000 Penalty: 5059.657227
	Iteration 4Q: 3 clusters Score -3656763 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3657173.250000 Penalty: 5059.657227
	Iteration 5Q: 3 clusters Score -3657173 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3657712.250000 Penalty: 5059.657227
	Iteration 6Q: 3 clusters Score -3657712 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3658331.750000 Penalty: 5059.657227
	Iteration 7Q: 3 clusters Score -3658332 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3658989.000000 Penalty: 5059.657227
	Iteration 8Q: 3 clusters Score -3658989 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3659555.750000 Penalty: 5059.657227
	Iteration 9Q: 3 clusters Score -3659556 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3660130.000000 Penalty: 5059.657227
	Iteration 10Q: 3 clusters Score -3660130 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3660693.750000 Penalty: 5059.657227
	Iteration 11Q: 3 clusters Score -3660694 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3661209.250000 Penalty: 5059.657227
	Iteration 12Q: 3 clusters Score -3661209 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -3661676.000000 Penalty: 5059.657227
	Iteration 13Q: 3 clusters Score -3661676 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -3662096.250000 Penalty: 5059.657227
	Iteration 14Q: 3 clusters Score -3662096 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3662549.750000 Penalty: 5059.657227
	Iteration 15Q: 3 clusters Score -3662550 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -3662882.000000 Penalty: 5059.657227
	Iteration 16Q: 3 clusters Score -3662882 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3663150.750000 Penalty: 5059.657227
	Iteration 17Q: 3 clusters Score -3663151 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3663386.750000 Penalty: 5059.657227
	Iteration 18Q: 3 clusters Score -3663387 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3663585.000000 Penalty: 5059.657227
	Iteration 19Q: 3 clusters Score -3663585 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -3663796.500000 Penalty: 5059.657227
	Iteration 20F: 3 clusters Score -3663796 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -3664013.000000 Penalty: 5059.657227
	Iteration 21Q: 3 clusters Score -3664013 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3664200.250000 Penalty: 5059.657227
	Iteration 22Q: 3 clusters Score -3664200 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3664375.750000 Penalty: 5059.657227
	Iteration 23Q: 3 clusters Score -3664376 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3664498.750000 Penalty: 5059.657227
	Iteration 24Q: 3 clusters Score -3664499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3664599.500000 Penalty: 5059.657227
	Iteration 25Q: 3 clusters Score -3664600 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3664683.250000 Penalty: 5059.657227
	Iteration 26Q: 3 clusters Score -3664683 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3664762.750000 Penalty: 5059.657227
	Iteration 27Q: 3 clusters Score -3664763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3664819.750000 Penalty: 5059.657227
	Iteration 28Q: 3 clusters Score -3664820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3664878.000000 Penalty: 5059.657227
	Iteration 29Q: 3 clusters Score -3664878 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3664926.250000 Penalty: 5059.657227
	Iteration 30Q: 3 clusters Score -3664926 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3664966.500000 Penalty: 5059.657227
	Iteration 31Q: 3 clusters Score -3664966 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3665016.250000 Penalty: 5059.657227
	Iteration 32Q: 3 clusters Score -3665016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3665050.750000 Penalty: 5059.657227
	Iteration 33Q: 3 clusters Score -3665051 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3665086.000000 Penalty: 5059.657227
	Iteration 34Q: 3 clusters Score -3665086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3665119.500000 Penalty: 5059.657227
	Iteration 35Q: 3 clusters Score -3665120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3665152.250000 Penalty: 5059.657227
	Iteration 36Q: 3 clusters Score -3665152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3665177.500000 Penalty: 5059.657227
	Iteration 37Q: 3 clusters Score -3665178 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3665194.500000 Penalty: 5059.657227
	Iteration 38Q: 3 clusters Score -3665194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3665228.750000 Penalty: 5059.657227
	Iteration 39Q: 3 clusters Score -3665229 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3665241.000000 Penalty: 5059.657227
	Iteration 40F: 3 clusters Score -3665241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3665250.500000 Penalty: 5059.657227
	Iteration 41Q: 3 clusters Score -3665250 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3665260.500000 Penalty: 5059.657227
	Iteration 42Q: 3 clusters Score -3665260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3665271.750000 Penalty: 5059.657227
	Iteration 43Q: 3 clusters Score -3665272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3665291.750000 Penalty: 5059.657227
	Iteration 44Q: 3 clusters Score -3665292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3665299.250000 Penalty: 5059.657227
	Iteration 45Q: 3 clusters Score -3665299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -3665307.750000 Penalty: 5059.657227
	Iteration 46Q: 3 clusters Score -3665308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3665320.500000 Penalty: 5059.657227
	Iteration 47Q: 3 clusters Score -3665320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3665331.750000 Penalty: 5059.657227
	Iteration 48Q: 3 clusters Score -3665332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3665339.000000 Penalty: 5059.657227
	Iteration 49Q: 3 clusters Score -3665339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3665343.000000 Penalty: 5059.657227
	Iteration 50Q: 3 clusters Score -3665343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3665357.250000 Penalty: 5059.657227
	Iteration 51Q: 3 clusters Score -3665357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3665359.000000 Penalty: 5059.657227
	Iteration 52Q: 3 clusters Score -3665359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3665367.000000 Penalty: 5059.657227
	Iteration 53Q: 3 clusters Score -3665367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3665376.250000 Penalty: 5059.657227
	Iteration 54Q: 3 clusters Score -3665376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3665382.750000 Penalty: 5059.657227
	Iteration 55Q: 3 clusters Score -3665383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3665382.750000 Penalty: 5059.657227
	Iteration 56Q: 3 clusters Score -3665383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3665388.000000 Penalty: 5059.657227
	Iteration 57Q: 3 clusters Score -3665388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3665387.250000 Penalty: 5059.657227
	Iteration 58Q: 3 clusters Score -3665387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3665390.250000 Penalty: 5059.657227
	Iteration 59Q: 3 clusters Score -3665390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3665390.500000 Penalty: 5059.657227
	Iteration 60F: 3 clusters Score -3665390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3665393.500000 Penalty: 5059.657227
	Iteration 61Q: 3 clusters Score -3665394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3665396.750000 Penalty: 5059.657227
	Iteration 62Q: 3 clusters Score -3665397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3665399.500000 Penalty: 5059.657227
	Iteration 63Q: 3 clusters Score -3665400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3665391.500000 Penalty: 5059.657227
	Iteration 64Q: 3 clusters Score -3665392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3665399.500000 Penalty: 5059.657227
	Iteration 65Q: 3 clusters Score -3665400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3665396.250000 Penalty: 5059.657227
	Iteration 66Q: 3 clusters Score -3665396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3665398.000000 Penalty: 5059.657227
	Iteration 67Q: 3 clusters Score -3665398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3665398.500000 Penalty: 5059.657227
	Iteration 68Q: 3 clusters Score -3665398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3665397.500000 Penalty: 5059.657227
	Iteration 69Q: 3 clusters Score -3665398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3665398.500000 Penalty: 5059.657227
	Iteration 70Q: 3 clusters Score -3665398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3665402.500000 Penalty: 5059.657227
	Iteration 71Q: 3 clusters Score -3665402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3665402.250000 Penalty: 5059.657227
	Iteration 72Q: 3 clusters Score -3665402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3665399.750000 Penalty: 5059.657227
	Iteration 73Q: 3 clusters Score -3665400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3665399.750000 Penalty: 5059.657227
	Iteration 74F: 3 clusters Score -3665400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -24561.626953 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24561.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24642.976562 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24642.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24732.445312 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24732.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24752.365234 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24752.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24759.435547 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24759.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24765.027344 Penalty: 2695.126221
	Iteration 5Q: 3 clusters Score -24765.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24765.027344 Penalty: 2695.126221
	Iteration 6F: 3 clusters Score -24765.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165625 members 
Entering Unmasked Estep 
Score: -23067164.000000 Penalty: 2980.335449
	Iteration 0F: 2 clusters Score -2.306716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82966 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -22961016.000000 Penalty: 5960.670898
	Iteration 0F: 3 clusters Score -2.296102e+07 nChanged 79668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82930 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -23007446.000000 Penalty: 5960.670898
	Iteration 1F: 3 clusters Score -2.300745e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -23008202.000000 Penalty: 5960.670898
	Iteration 2Q: 3 clusters Score -2.30082e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83913 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -23009270.000000 Penalty: 5960.670898
	Iteration 3Q: 3 clusters Score -2.300927e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 80840 members 
Entering Unmasked Estep 
Score: -23010662.000000 Penalty: 5960.670898
	Iteration 4Q: 3 clusters Score -2.301066e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85983 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -23013174.000000 Penalty: 5960.670898
	Iteration 5Q: 3 clusters Score -2.301317e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87212 members 
Mstep: Class 2 contains 78413 members 
Entering Unmasked Estep 
Score: -23016758.000000 Penalty: 5960.670898
	Iteration 6Q: 3 clusters Score -2.301676e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -23021692.000000 Penalty: 5960.670898
	Iteration 7Q: 3 clusters Score -2.302169e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 76577 members 
Entering Unmasked Estep 
Score: -23027912.000000 Penalty: 5960.670898
	Iteration 8F: 3 clusters Score -2.302791e+07 nChanged 10557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89057 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -23035260.000000 Penalty: 5960.670898
	Iteration 9F: 3 clusters Score -2.303526e+07 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -23042596.000000 Penalty: 5960.670898
	Iteration 10F: 3 clusters Score -2.30426e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -23047686.000000 Penalty: 5960.670898
	Iteration 11F: 3 clusters Score -2.304769e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -23050024.000000 Penalty: 5960.670898
	Iteration 12Q: 3 clusters Score -2.305002e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85290 members 
Mstep: Class 2 contains 80335 members 
Entering Unmasked Estep 
Score: -23051202.000000 Penalty: 5960.670898
	Iteration 13Q: 3 clusters Score -2.30512e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84205 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -23052198.000000 Penalty: 5960.670898
	Iteration 14Q: 3 clusters Score -2.30522e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -23053108.000000 Penalty: 5960.670898
	Iteration 15Q: 3 clusters Score -2.305311e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 83858 members 
Entering Unmasked Estep 
Score: -23053948.000000 Penalty: 5960.670898
	Iteration 16Q: 3 clusters Score -2.305395e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80485 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -23054640.000000 Penalty: 5960.670898
	Iteration 17Q: 3 clusters Score -2.305464e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -23055054.000000 Penalty: 5960.670898
	Iteration 18Q: 3 clusters Score -2.305505e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78012 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -23055554.000000 Penalty: 5960.670898
	Iteration 19Q: 3 clusters Score -2.305555e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76776 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -23055988.000000 Penalty: 5960.670898
	Iteration 20F: 3 clusters Score -2.305599e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -23056388.000000 Penalty: 5960.670898
	Iteration 21Q: 3 clusters Score -2.305639e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 91474 members 
Entering Unmasked Estep 
Score: -23056640.000000 Penalty: 5960.670898
	Iteration 22Q: 3 clusters Score -2.305664e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -23056742.000000 Penalty: 5960.670898
	Iteration 23Q: 3 clusters Score -2.305674e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71203 members 
Mstep: Class 2 contains 94422 members 
Entering Unmasked Estep 
Score: -23056892.000000 Penalty: 5960.670898
	Iteration 24Q: 3 clusters Score -2.305689e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -23057078.000000 Penalty: 5960.670898
	Iteration 25Q: 3 clusters Score -2.305708e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -23057120.000000 Penalty: 5960.670898
	Iteration 26Q: 3 clusters Score -2.305712e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Mstep: Class 2 contains 99716 members 
Entering Unmasked Estep 
Score: -23057318.000000 Penalty: 5960.670898
	Iteration 27Q: 3 clusters Score -2.305732e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 101714 members 
Entering Unmasked Estep 
Score: -23057614.000000 Penalty: 5960.670898
	Iteration 28Q: 3 clusters Score -2.305761e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 103814 members 
Entering Unmasked Estep 
Score: -23057760.000000 Penalty: 5960.670898
	Iteration 29Q: 3 clusters Score -2.305776e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -23057924.000000 Penalty: 5960.670898
	Iteration 30Q: 3 clusters Score -2.305792e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -23058100.000000 Penalty: 5960.670898
	Iteration 31Q: 3 clusters Score -2.30581e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 110542 members 
Entering Unmasked Estep 
Score: -23058496.000000 Penalty: 5960.670898
	Iteration 32Q: 3 clusters Score -2.30585e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -23058926.000000 Penalty: 5960.670898
	Iteration 33Q: 3 clusters Score -2.305893e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 115477 members 
Entering Unmasked Estep 
Score: -23059284.000000 Penalty: 5960.670898
	Iteration 34Q: 3 clusters Score -2.305928e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -23059700.000000 Penalty: 5960.670898
	Iteration 35Q: 3 clusters Score -2.30597e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 120573 members 
Entering Unmasked Estep 
Score: -23060164.000000 Penalty: 5960.670898
	Iteration 36Q: 3 clusters Score -2.306016e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 122978 members 
Entering Unmasked Estep 
Score: -23060520.000000 Penalty: 5960.670898
	Iteration 37Q: 3 clusters Score -2.306052e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -23060992.000000 Penalty: 5960.670898
	Iteration 38Q: 3 clusters Score -2.306099e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 127794 members 
Entering Unmasked Estep 
Score: -23061470.000000 Penalty: 5960.670898
	Iteration 39Q: 3 clusters Score -2.306147e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 130171 members 
Entering Unmasked Estep 
Score: -23061914.000000 Penalty: 5960.670898
	Iteration 40F: 3 clusters Score -2.306191e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 132707 members 
Entering Unmasked Estep 
Score: -23062640.000000 Penalty: 5960.670898
	Iteration 41Q: 3 clusters Score -2.306264e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -23063178.000000 Penalty: 5960.670898
	Iteration 42Q: 3 clusters Score -2.306318e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 137279 members 
Entering Unmasked Estep 
Score: -23063726.000000 Penalty: 5960.670898
	Iteration 43Q: 3 clusters Score -2.306373e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 139409 members 
Entering Unmasked Estep 
Score: -23064252.000000 Penalty: 5960.670898
	Iteration 44Q: 3 clusters Score -2.306425e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 141389 members 
Entering Unmasked Estep 
Score: -23064734.000000 Penalty: 5960.670898
	Iteration 45Q: 3 clusters Score -2.306473e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -23065212.000000 Penalty: 5960.670898
	Iteration 46Q: 3 clusters Score -2.306521e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 144877 members 
Entering Unmasked Estep 
Score: -23065752.000000 Penalty: 5960.670898
	Iteration 47Q: 3 clusters Score -2.306575e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 146487 members 
Entering Unmasked Estep 
Score: -23066320.000000 Penalty: 5960.670898
	Iteration 48Q: 3 clusters Score -2.306632e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -23066674.000000 Penalty: 5960.670898
	Iteration 49Q: 3 clusters Score -2.306667e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -23067000.000000 Penalty: 5960.670898
	Iteration 50Q: 3 clusters Score -2.3067e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 150901 members 
Entering Unmasked Estep 
Score: -23067232.000000 Penalty: 5960.670898
	Iteration 51Q: 3 clusters Score -2.306723e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 152337 members 
Entering Unmasked Estep 
Score: -23067540.000000 Penalty: 5960.670898
	Iteration 52Q: 3 clusters Score -2.306754e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 153709 members 
Entering Unmasked Estep 
Score: -23067722.000000 Penalty: 5960.670898
	Iteration 53Q: 3 clusters Score -2.306772e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -23067776.000000 Penalty: 5960.670898
	Iteration 54Q: 3 clusters Score -2.306778e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -23067736.000000 Penalty: 5960.670898
	Iteration 55Q: 3 clusters Score -2.306774e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -23067530.000000 Penalty: 5960.670898
	Iteration 56Q: 3 clusters Score -2.306753e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -23067430.000000 Penalty: 5960.670898
	Iteration 57Q: 3 clusters Score -2.306743e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -23067240.000000 Penalty: 5960.670898
	Iteration 58Q: 3 clusters Score -2.306724e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 159326 members 
Entering Unmasked Estep 
Score: -23067022.000000 Penalty: 5960.670898
	Iteration 59Q: 3 clusters Score -2.306702e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 159850 members 
Entering Unmasked Estep 
Score: -23066880.000000 Penalty: 5960.670898
	Iteration 60F: 3 clusters Score -2.306688e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 160355 members 
Entering Unmasked Estep 
Score: -23066684.000000 Penalty: 5960.670898
	Iteration 61Q: 3 clusters Score -2.306668e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 160800 members 
Entering Unmasked Estep 
Score: -23066560.000000 Penalty: 5960.670898
	Iteration 62Q: 3 clusters Score -2.306656e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -23066462.000000 Penalty: 5960.670898
	Iteration 63Q: 3 clusters Score -2.306646e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 161551 members 
Entering Unmasked Estep 
Score: -23066422.000000 Penalty: 5960.670898
	Iteration 64Q: 3 clusters Score -2.306642e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 161852 members 
Entering Unmasked Estep 
Score: -23066336.000000 Penalty: 5960.670898
	Iteration 65Q: 3 clusters Score -2.306634e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -23066218.000000 Penalty: 5960.670898
	Iteration 66Q: 3 clusters Score -2.306622e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 162335 members 
Entering Unmasked Estep 
Score: -23066074.000000 Penalty: 5960.670898
	Iteration 67Q: 3 clusters Score -2.306607e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 162556 members 
Entering Unmasked Estep 
Score: -23065992.000000 Penalty: 5960.670898
	Iteration 68Q: 3 clusters Score -2.306599e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 162753 members 
Entering Unmasked Estep 
Score: -23065924.000000 Penalty: 5960.670898
	Iteration 69Q: 3 clusters Score -2.306592e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -23065810.000000 Penalty: 5960.670898
	Iteration 70Q: 3 clusters Score -2.306581e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -23065744.000000 Penalty: 5960.670898
	Iteration 71Q: 3 clusters Score -2.306574e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -23065672.000000 Penalty: 5960.670898
	Iteration 72Q: 3 clusters Score -2.306567e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 163339 members 
Entering Unmasked Estep 
Score: -23065630.000000 Penalty: 5960.670898
	Iteration 73Q: 3 clusters Score -2.306563e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -23065542.000000 Penalty: 5960.670898
	Iteration 74Q: 3 clusters Score -2.306554e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -23065516.000000 Penalty: 5960.670898
	Iteration 75Q: 3 clusters Score -2.306552e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 163606 members 
Entering Unmasked Estep 
Score: -23065454.000000 Penalty: 5960.670898
	Iteration 76Q: 3 clusters Score -2.306545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 163672 members 
Entering Unmasked Estep 
Score: -23065426.000000 Penalty: 5960.670898
	Iteration 77Q: 3 clusters Score -2.306543e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -23065402.000000 Penalty: 5960.670898
	Iteration 78Q: 3 clusters Score -2.30654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 163775 members 
Entering Unmasked Estep 
Score: -23065426.000000 Penalty: 5960.670898
	Iteration 79Q: 3 clusters Score -2.306543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 163822 members 
Entering Unmasked Estep 
Score: -23065408.000000 Penalty: 5960.670898
	Iteration 80F: 3 clusters Score -2.306541e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -23065400.000000 Penalty: 5960.670898
	Iteration 81Q: 3 clusters Score -2.30654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 5960.670898
	Iteration 82Q: 3 clusters Score -2.306539e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -23065402.000000 Penalty: 5960.670898
	Iteration 83Q: 3 clusters Score -2.30654e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -23065384.000000 Penalty: 5960.670898
	Iteration 84Q: 3 clusters Score -2.306538e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -23065384.000000 Penalty: 5960.670898
	Iteration 85Q: 3 clusters Score -2.306538e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -23065394.000000 Penalty: 5960.670898
	Iteration 86Q: 3 clusters Score -2.306539e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 164053 members 
Entering Unmasked Estep 
Score: -23065404.000000 Penalty: 5960.670898
	Iteration 87Q: 3 clusters Score -2.30654e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 164082 members 
Entering Unmasked Estep 
Score: -23065398.000000 Penalty: 5960.670898
	Iteration 88Q: 3 clusters Score -2.30654e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 164104 members 
Entering Unmasked Estep 
Score: -23065386.000000 Penalty: 5960.670898
	Iteration 89Q: 3 clusters Score -2.306539e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 164136 members 
Entering Unmasked Estep 
Score: -23065358.000000 Penalty: 5960.670898
	Iteration 90Q: 3 clusters Score -2.306536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 164158 members 
Entering Unmasked Estep 
Score: -23065336.000000 Penalty: 5960.670898
	Iteration 91Q: 3 clusters Score -2.306534e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -23065324.000000 Penalty: 5960.670898
	Iteration 92Q: 3 clusters Score -2.306532e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 164198 members 
Entering Unmasked Estep 
Score: -23065344.000000 Penalty: 5960.670898
	Iteration 93Q: 3 clusters Score -2.306534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 164217 members 
Entering Unmasked Estep 
Score: -23065310.000000 Penalty: 5960.670898
	Iteration 94Q: 3 clusters Score -2.306531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 164231 members 
Entering Unmasked Estep 
Score: -23065304.000000 Penalty: 5960.670898
	Iteration 95Q: 3 clusters Score -2.30653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 164242 members 
Entering Unmasked Estep 
Score: -23065318.000000 Penalty: 5960.670898
	Iteration 96Q: 3 clusters Score -2.306532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 164257 members 
Entering Unmasked Estep 
Score: -23065308.000000 Penalty: 5960.670898
	Iteration 97Q: 3 clusters Score -2.306531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 164268 members 
Entering Unmasked Estep 
Score: -23065296.000000 Penalty: 5960.670898
	Iteration 98Q: 3 clusters Score -2.30653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 164284 members 
Entering Unmasked Estep 
Score: -23065296.000000 Penalty: 5960.670898
	Iteration 99Q: 3 clusters Score -2.30653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 164299 members 
Entering Unmasked Estep 
Score: -23065296.000000 Penalty: 5960.670898
	Iteration 100F: 3 clusters Score -2.30653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 164309 members 
Entering Unmasked Estep 
Score: -23065300.000000 Penalty: 5960.670898
	Iteration 101Q: 3 clusters Score -2.30653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 164322 members 
Entering Unmasked Estep 
Score: -23065288.000000 Penalty: 5960.670898
	Iteration 102Q: 3 clusters Score -2.306529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -23065270.000000 Penalty: 5960.670898
	Iteration 103Q: 3 clusters Score -2.306527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 164344 members 
Entering Unmasked Estep 
Score: -23065264.000000 Penalty: 5960.670898
	Iteration 104Q: 3 clusters Score -2.306526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -23065296.000000 Penalty: 5960.670898
	Iteration 105Q: 3 clusters Score -2.30653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -23065300.000000 Penalty: 5960.670898
	Iteration 106Q: 3 clusters Score -2.30653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -23065300.000000 Penalty: 5960.670898
	Iteration 107F: 3 clusters Score -2.30653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81104.281250 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81104.28 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81351.171875 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81351.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -81490.656250 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81490.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81561.125000 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81561.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -81638.437500 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81638.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81718.117188 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81718.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81757.554688 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81757.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81789.218750 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81789.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81823.343750 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81823.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81850.898438 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81876.132812 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81876.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -81882.625000 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81882.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81894.296875 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81894.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81912.875000 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81912.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81937.140625 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81937.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81957.703125 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -81957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81967.007812 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -81967.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81981.843750 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -81981.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81994.546875 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -81994.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82007.234375 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -82007.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82015.140625 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -82015.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82029.609375 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -82029.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82032.234375 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -82032.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82032.234375 Penalty: 3220.151123
	Iteration 23F: 3 clusters Score -82032.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Entering Unmasked Estep 
Score: -3790173.000000 Penalty: 2527.812744
	Iteration 0F: 2 clusters Score -3790173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3771657.000000 Penalty: 5055.625488
	Iteration 0F: 3 clusters Score -3771657 nChanged 11936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3778020.000000 Penalty: 5055.625488
	Iteration 1F: 3 clusters Score -3778020 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3778543.250000 Penalty: 5055.625488
	Iteration 2F: 3 clusters Score -3778543 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3779050.750000 Penalty: 5055.625488
	Iteration 3Q: 3 clusters Score -3779051 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3779597.750000 Penalty: 5055.625488
	Iteration 4Q: 3 clusters Score -3779598 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3780227.750000 Penalty: 5055.625488
	Iteration 5F: 3 clusters Score -3780228 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3781010.750000 Penalty: 5055.625488
	Iteration 6F: 3 clusters Score -3781011 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3781988.000000 Penalty: 5055.625488
	Iteration 7F: 3 clusters Score -3781988 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3783123.000000 Penalty: 5055.625488
	Iteration 8F: 3 clusters Score -3783123 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3784283.250000 Penalty: 5055.625488
	Iteration 9F: 3 clusters Score -3784283 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3785284.500000 Penalty: 5055.625488
	Iteration 10Q: 3 clusters Score -3785284 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3786003.250000 Penalty: 5055.625488
	Iteration 11Q: 3 clusters Score -3786003 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3786494.250000 Penalty: 5055.625488
	Iteration 12Q: 3 clusters Score -3786494 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3786826.250000 Penalty: 5055.625488
	Iteration 13Q: 3 clusters Score -3786826 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3787038.250000 Penalty: 5055.625488
	Iteration 14Q: 3 clusters Score -3787038 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3787184.000000 Penalty: 5055.625488
	Iteration 15Q: 3 clusters Score -3787184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3787275.250000 Penalty: 5055.625488
	Iteration 16Q: 3 clusters Score -3787275 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3787330.750000 Penalty: 5055.625488
	Iteration 17Q: 3 clusters Score -3787331 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3787415.000000 Penalty: 5055.625488
	Iteration 18Q: 3 clusters Score -3787415 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3787482.750000 Penalty: 5055.625488
	Iteration 19Q: 3 clusters Score -3787483 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3787550.500000 Penalty: 5055.625488
	Iteration 20F: 3 clusters Score -3787550 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3787599.500000 Penalty: 5055.625488
	Iteration 21Q: 3 clusters Score -3787600 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3787644.250000 Penalty: 5055.625488
	Iteration 22Q: 3 clusters Score -3787644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3787667.000000 Penalty: 5055.625488
	Iteration 23Q: 3 clusters Score -3787667 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3787695.000000 Penalty: 5055.625488
	Iteration 24Q: 3 clusters Score -3787695 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3787714.750000 Penalty: 5055.625488
	Iteration 25Q: 3 clusters Score -3787715 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3787732.750000 Penalty: 5055.625488
	Iteration 26Q: 3 clusters Score -3787733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3787750.250000 Penalty: 5055.625488
	Iteration 27Q: 3 clusters Score -3787750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3787760.500000 Penalty: 5055.625488
	Iteration 28Q: 3 clusters Score -3787760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3787778.500000 Penalty: 5055.625488
	Iteration 29Q: 3 clusters Score -3787778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3787805.500000 Penalty: 5055.625488
	Iteration 30Q: 3 clusters Score -3787806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3787811.000000 Penalty: 5055.625488
	Iteration 31Q: 3 clusters Score -3787811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3787810.750000 Penalty: 5055.625488
	Iteration 32Q: 3 clusters Score -3787811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3787817.000000 Penalty: 5055.625488
	Iteration 33Q: 3 clusters Score -3787817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3787815.250000 Penalty: 5055.625488
	Iteration 34Q: 3 clusters Score -3787815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3787827.250000 Penalty: 5055.625488
	Iteration 35Q: 3 clusters Score -3787827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3787836.500000 Penalty: 5055.625488
	Iteration 36Q: 3 clusters Score -3787836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3787847.500000 Penalty: 5055.625488
	Iteration 37Q: 3 clusters Score -3787848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3787849.250000 Penalty: 5055.625488
	Iteration 38Q: 3 clusters Score -3787849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3787853.250000 Penalty: 5055.625488
	Iteration 39Q: 3 clusters Score -3787853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3787855.250000 Penalty: 5055.625488
	Iteration 40F: 3 clusters Score -3787855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3787862.750000 Penalty: 5055.625488
	Iteration 41Q: 3 clusters Score -3787863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3787867.750000 Penalty: 5055.625488
	Iteration 42Q: 3 clusters Score -3787868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3787870.250000 Penalty: 5055.625488
	Iteration 43Q: 3 clusters Score -3787870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3787875.250000 Penalty: 5055.625488
	Iteration 44Q: 3 clusters Score -3787875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3787871.000000 Penalty: 5055.625488
	Iteration 45Q: 3 clusters Score -3787871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3787878.750000 Penalty: 5055.625488
	Iteration 46Q: 3 clusters Score -3787879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3787884.250000 Penalty: 5055.625488
	Iteration 47Q: 3 clusters Score -3787884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3787887.250000 Penalty: 5055.625488
	Iteration 48Q: 3 clusters Score -3787887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3787886.750000 Penalty: 5055.625488
	Iteration 49Q: 3 clusters Score -3787887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3787894.000000 Penalty: 5055.625488
	Iteration 50Q: 3 clusters Score -3787894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3787891.250000 Penalty: 5055.625488
	Iteration 51Q: 3 clusters Score -3787891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3787893.750000 Penalty: 5055.625488
	Iteration 52Q: 3 clusters Score -3787894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3787890.250000 Penalty: 5055.625488
	Iteration 53Q: 3 clusters Score -3787890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3787890.750000 Penalty: 5055.625488
	Iteration 54Q: 3 clusters Score -3787891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3787895.000000 Penalty: 5055.625488
	Iteration 55Q: 3 clusters Score -3787895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3787893.500000 Penalty: 5055.625488
	Iteration 56Q: 3 clusters Score -3787894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3787899.250000 Penalty: 5055.625488
	Iteration 57Q: 3 clusters Score -3787899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3787899.250000 Penalty: 5055.625488
	Iteration 58Q: 3 clusters Score -3787899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3787899.250000 Penalty: 5055.625488
	Iteration 59Q: 3 clusters Score -3787899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3787894.500000 Penalty: 5055.625488
	Iteration 60F: 3 clusters Score -3787894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3787898.250000 Penalty: 5055.625488
	Iteration 61Q: 3 clusters Score -3787898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3787900.250000 Penalty: 5055.625488
	Iteration 62Q: 3 clusters Score -3787900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3787900.250000 Penalty: 5055.625488
	Iteration 63F: 3 clusters Score -3787900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Entering Unmasked Estep 
Score: -21303238.000000 Penalty: 2960.164062
	Iteration 0F: 2 clusters Score -2.130324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -21203888.000000 Penalty: 5920.328125
	Iteration 0F: 3 clusters Score -2.120389e+07 nChanged 72821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 74280 members 
Entering Unmasked Estep 
Score: -21245986.000000 Penalty: 5920.328125
	Iteration 1F: 3 clusters Score -2.124599e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -21246622.000000 Penalty: 5920.328125
	Iteration 2Q: 3 clusters Score -2.124662e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80629 members 
Mstep: Class 2 contains 72058 members 
Entering Unmasked Estep 
Score: -21247388.000000 Penalty: 5920.328125
	Iteration 3Q: 3 clusters Score -2.124739e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -21248230.000000 Penalty: 5920.328125
	Iteration 4Q: 3 clusters Score -2.124823e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -21249822.000000 Penalty: 5920.328125
	Iteration 5Q: 3 clusters Score -2.124982e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -21251896.000000 Penalty: 5920.328125
	Iteration 6Q: 3 clusters Score -2.12519e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96870 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -21255504.000000 Penalty: 5920.328125
	Iteration 7Q: 3 clusters Score -2.12555e+07 nChanged 9224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -21261454.000000 Penalty: 5920.328125
	Iteration 8F: 3 clusters Score -2.126145e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116667 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -21270060.000000 Penalty: 5920.328125
	Iteration 9F: 3 clusters Score -2.127006e+07 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128413 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -21280428.000000 Penalty: 5920.328125
	Iteration 10F: 3 clusters Score -2.128043e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138507 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -21289776.000000 Penalty: 5920.328125
	Iteration 11F: 3 clusters Score -2.128978e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -21296152.000000 Penalty: 5920.328125
	Iteration 12Q: 3 clusters Score -2.129615e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149400 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -21298932.000000 Penalty: 5920.328125
	Iteration 13Q: 3 clusters Score -2.129893e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -21299984.000000 Penalty: 5920.328125
	Iteration 14Q: 3 clusters Score -2.129998e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151745 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -21300328.000000 Penalty: 5920.328125
	Iteration 15Q: 3 clusters Score -2.130033e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152022 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -21300488.000000 Penalty: 5920.328125
	Iteration 16Q: 3 clusters Score -2.130049e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152130 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -21300562.000000 Penalty: 5920.328125
	Iteration 17Q: 3 clusters Score -2.130056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152200 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -21300596.000000 Penalty: 5920.328125
	Iteration 18Q: 3 clusters Score -2.13006e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -21300632.000000 Penalty: 5920.328125
	Iteration 19Q: 3 clusters Score -2.130063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -21300662.000000 Penalty: 5920.328125
	Iteration 20F: 3 clusters Score -2.130066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21300678.000000 Penalty: 5920.328125
	Iteration 21Q: 3 clusters Score -2.130068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152253 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -21300694.000000 Penalty: 5920.328125
	Iteration 22Q: 3 clusters Score -2.130069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152260 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -21300686.000000 Penalty: 5920.328125
	Iteration 23Q: 3 clusters Score -2.130069e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152271 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -21300716.000000 Penalty: 5920.328125
	Iteration 24Q: 3 clusters Score -2.130072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152279 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -21300706.000000 Penalty: 5920.328125
	Iteration 25Q: 3 clusters Score -2.130071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -21300726.000000 Penalty: 5920.328125
	Iteration 26Q: 3 clusters Score -2.130073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -21300734.000000 Penalty: 5920.328125
	Iteration 27Q: 3 clusters Score -2.130073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152290 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -21300748.000000 Penalty: 5920.328125
	Iteration 28Q: 3 clusters Score -2.130075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152286 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -21300746.000000 Penalty: 5920.328125
	Iteration 29Q: 3 clusters Score -2.130075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21300764.000000 Penalty: 5920.328125
	Iteration 30Q: 3 clusters Score -2.130076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152284 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -21300764.000000 Penalty: 5920.328125
	Iteration 31F: 3 clusters Score -2.130076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 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 163 members 
Entering Unmasked Estep 
Score: -36859.906250 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36859.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -37040.277344 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37040.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37302.703125 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37302.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37386.980469 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -37386.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37454.644531 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37454.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37496.601562 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37545.531250 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37545.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37605.382812 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37605.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37634.488281 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -37634.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37711.984375 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -37711.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37789.757812 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -37789.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37809.578125 Penalty: 2876.350098
	Iteration 11Q: 3 clusters Score -37809.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37853.609375 Penalty: 2876.350098
	Iteration 12Q: 3 clusters Score -37853.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37871.863281 Penalty: 2876.350098
	Iteration 13Q: 3 clusters Score -37871.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37877.226562 Penalty: 2876.350098
	Iteration 14Q: 3 clusters Score -37877.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37884.566406 Penalty: 2876.350098
	Iteration 15Q: 3 clusters Score -37884.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37892.500000 Penalty: 2876.350098
	Iteration 16Q: 3 clusters Score -37892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37895.890625 Penalty: 2876.350098
	Iteration 17Q: 3 clusters Score -37895.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37902.320312 Penalty: 2876.350098
	Iteration 18Q: 3 clusters Score -37902.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37907.765625 Penalty: 2876.350098
	Iteration 19Q: 3 clusters Score -37907.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37920.285156 Penalty: 2876.350098
	Iteration 20F: 3 clusters Score -37920.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58818.527344 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58818.53 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59000.082031 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59000.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59076.957031 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59076.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59139.824219 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59139.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59184.101562 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59193.917969 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59193.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -59201.285156 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59201.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -59203.480469 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59203.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59204.082031 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59204.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59204.082031 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59204.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -2055572.625000 Penalty: 2376.329346
	Iteration 0F: 2 clusters Score -2055573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2044971.625000 Penalty: 4752.658691
	Iteration 0F: 3 clusters Score -2044972 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2048210.875000 Penalty: 4752.658691
	Iteration 1F: 3 clusters Score -2048211 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2048493.500000 Penalty: 4752.658691
	Iteration 2F: 3 clusters Score -2048494 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2048728.000000 Penalty: 4752.658691
	Iteration 3Q: 3 clusters Score -2048728 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2048927.875000 Penalty: 4752.658691
	Iteration 4Q: 3 clusters Score -2048928 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2049110.375000 Penalty: 4752.658691
	Iteration 5Q: 3 clusters Score -2049110 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2049285.125000 Penalty: 4752.658691
	Iteration 6Q: 3 clusters Score -2049285 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2049476.625000 Penalty: 4752.658691
	Iteration 7Q: 3 clusters Score -2049477 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2049740.125000 Penalty: 4752.658691
	Iteration 8Q: 3 clusters Score -2049740 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2050091.250000 Penalty: 4752.658691
	Iteration 9Q: 3 clusters Score -2050091 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2050511.250000 Penalty: 4752.658691
	Iteration 10Q: 3 clusters Score -2050511 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2051023.625000 Penalty: 4752.658691
	Iteration 11F: 3 clusters Score -2051024 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2051651.750000 Penalty: 4752.658691
	Iteration 12F: 3 clusters Score -2051652 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2052234.125000 Penalty: 4752.658691
	Iteration 13Q: 3 clusters Score -2052234 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2052671.250000 Penalty: 4752.658691
	Iteration 14Q: 3 clusters Score -2052671 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2052941.500000 Penalty: 4752.658691
	Iteration 15Q: 3 clusters Score -2052942 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2053148.250000 Penalty: 4752.658691
	Iteration 16Q: 3 clusters Score -2053148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2053281.625000 Penalty: 4752.658691
	Iteration 17Q: 3 clusters Score -2053282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2053355.625000 Penalty: 4752.658691
	Iteration 18Q: 3 clusters Score -2053356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2053391.875000 Penalty: 4752.658691
	Iteration 19Q: 3 clusters Score -2053392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2053416.875000 Penalty: 4752.658691
	Iteration 20F: 3 clusters Score -2053417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2053434.750000 Penalty: 4752.658691
	Iteration 21Q: 3 clusters Score -2053435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2053438.625000 Penalty: 4752.658691
	Iteration 22Q: 3 clusters Score -2053439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2053447.875000 Penalty: 4752.658691
	Iteration 23Q: 3 clusters Score -2053448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2053451.375000 Penalty: 4752.658691
	Iteration 24Q: 3 clusters Score -2053451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2053453.375000 Penalty: 4752.658691
	Iteration 25Q: 3 clusters Score -2053453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2053453.500000 Penalty: 4752.658691
	Iteration 26Q: 3 clusters Score -2053454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2053454.000000 Penalty: 4752.658691
	Iteration 27Q: 3 clusters Score -2053454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2053454.125000 Penalty: 4752.658691
	Iteration 28Q: 3 clusters Score -2053454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2053459.375000 Penalty: 4752.658691
	Iteration 29Q: 3 clusters Score -2053459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2053459.875000 Penalty: 4752.658691
	Iteration 30Q: 3 clusters Score -2053460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2053464.875000 Penalty: 4752.658691
	Iteration 31Q: 3 clusters Score -2053465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2053466.250000 Penalty: 4752.658691
	Iteration 32Q: 3 clusters Score -2053466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2053471.250000 Penalty: 4752.658691
	Iteration 33Q: 3 clusters Score -2053471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2053470.500000 Penalty: 4752.658691
	Iteration 34Q: 3 clusters Score -2053470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2053472.750000 Penalty: 4752.658691
	Iteration 35Q: 3 clusters Score -2053473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2053474.125000 Penalty: 4752.658691
	Iteration 36Q: 3 clusters Score -2053474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2053474.125000 Penalty: 4752.658691
	Iteration 37F: 3 clusters Score -2053474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Entering Unmasked Estep 
Score: -2894255.750000 Penalty: 2461.340332
	Iteration 0F: 2 clusters Score -2894256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2879893.000000 Penalty: 4922.680664
	Iteration 0F: 3 clusters Score -2879893 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2884746.750000 Penalty: 4922.680664
	Iteration 1F: 3 clusters Score -2884747 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2885121.500000 Penalty: 4922.680664
	Iteration 2F: 3 clusters Score -2885122 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -2885465.000000 Penalty: 4922.680664
	Iteration 3Q: 3 clusters Score -2885465 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2885791.500000 Penalty: 4922.680664
	Iteration 4Q: 3 clusters Score -2885792 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -2886106.750000 Penalty: 4922.680664
	Iteration 5Q: 3 clusters Score -2886107 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2886475.500000 Penalty: 4922.680664
	Iteration 6Q: 3 clusters Score -2886476 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2886873.250000 Penalty: 4922.680664
	Iteration 7Q: 3 clusters Score -2886873 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2887372.500000 Penalty: 4922.680664
	Iteration 8Q: 3 clusters Score -2887372 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2887981.500000 Penalty: 4922.680664
	Iteration 9Q: 3 clusters Score -2887982 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2888630.750000 Penalty: 4922.680664
	Iteration 10Q: 3 clusters Score -2888631 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -2889304.750000 Penalty: 4922.680664
	Iteration 11Q: 3 clusters Score -2889305 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2889907.250000 Penalty: 4922.680664
	Iteration 12Q: 3 clusters Score -2889907 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2890357.000000 Penalty: 4922.680664
	Iteration 13Q: 3 clusters Score -2890357 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2890661.250000 Penalty: 4922.680664
	Iteration 14Q: 3 clusters Score -2890661 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2890888.500000 Penalty: 4922.680664
	Iteration 15Q: 3 clusters Score -2890888 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2891053.500000 Penalty: 4922.680664
	Iteration 16Q: 3 clusters Score -2891054 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2891209.750000 Penalty: 4922.680664
	Iteration 17Q: 3 clusters Score -2891210 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2891345.500000 Penalty: 4922.680664
	Iteration 18Q: 3 clusters Score -2891346 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2891461.250000 Penalty: 4922.680664
	Iteration 19Q: 3 clusters Score -2891461 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2891552.000000 Penalty: 4922.680664
	Iteration 20F: 3 clusters Score -2891552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2891632.250000 Penalty: 4922.680664
	Iteration 21Q: 3 clusters Score -2891632 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2891688.000000 Penalty: 4922.680664
	Iteration 22Q: 3 clusters Score -2891688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2891752.750000 Penalty: 4922.680664
	Iteration 23Q: 3 clusters Score -2891753 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2891800.750000 Penalty: 4922.680664
	Iteration 24Q: 3 clusters Score -2891801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2891866.000000 Penalty: 4922.680664
	Iteration 25Q: 3 clusters Score -2891866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2891916.500000 Penalty: 4922.680664
	Iteration 26Q: 3 clusters Score -2891916 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2891965.750000 Penalty: 4922.680664
	Iteration 27Q: 3 clusters Score -2891966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2891994.500000 Penalty: 4922.680664
	Iteration 28Q: 3 clusters Score -2891994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2892027.750000 Penalty: 4922.680664
	Iteration 29Q: 3 clusters Score -2892028 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2892049.500000 Penalty: 4922.680664
	Iteration 30Q: 3 clusters Score -2892050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2892086.250000 Penalty: 4922.680664
	Iteration 31Q: 3 clusters Score -2892086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2892107.750000 Penalty: 4922.680664
	Iteration 32Q: 3 clusters Score -2892108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2892132.250000 Penalty: 4922.680664
	Iteration 33Q: 3 clusters Score -2892132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2892149.750000 Penalty: 4922.680664
	Iteration 34Q: 3 clusters Score -2892150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2892168.500000 Penalty: 4922.680664
	Iteration 35Q: 3 clusters Score -2892168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2892164.500000 Penalty: 4922.680664
	Iteration 36Q: 3 clusters Score -2892164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2892175.750000 Penalty: 4922.680664
	Iteration 37Q: 3 clusters Score -2892176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2892179.250000 Penalty: 4922.680664
	Iteration 38Q: 3 clusters Score -2892179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2892180.000000 Penalty: 4922.680664
	Iteration 39Q: 3 clusters Score -2892180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2892185.250000 Penalty: 4922.680664
	Iteration 40F: 3 clusters Score -2892185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2892190.000000 Penalty: 4922.680664
	Iteration 41Q: 3 clusters Score -2892190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2892192.500000 Penalty: 4922.680664
	Iteration 42Q: 3 clusters Score -2892192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -2892203.000000 Penalty: 4922.680664
	Iteration 43Q: 3 clusters Score -2892203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2892203.250000 Penalty: 4922.680664
	Iteration 44Q: 3 clusters Score -2892203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2892204.000000 Penalty: 4922.680664
	Iteration 45Q: 3 clusters Score -2892204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2892203.000000 Penalty: 4922.680664
	Iteration 46Q: 3 clusters Score -2892203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2892200.500000 Penalty: 4922.680664
	Iteration 47Q: 3 clusters Score -2892200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2892198.250000 Penalty: 4922.680664
	Iteration 48Q: 3 clusters Score -2892198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2892204.250000 Penalty: 4922.680664
	Iteration 49Q: 3 clusters Score -2892204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2892206.000000 Penalty: 4922.680664
	Iteration 50Q: 3 clusters Score -2892206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2892204.500000 Penalty: 4922.680664
	Iteration 51Q: 3 clusters Score -2892204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2892205.250000 Penalty: 4922.680664
	Iteration 52Q: 3 clusters Score -2892205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2892210.500000 Penalty: 4922.680664
	Iteration 53Q: 3 clusters Score -2892210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2892208.250000 Penalty: 4922.680664
	Iteration 54Q: 3 clusters Score -2892208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2892206.750000 Penalty: 4922.680664
	Iteration 55Q: 3 clusters Score -2892207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2892205.750000 Penalty: 4922.680664
	Iteration 56Q: 3 clusters Score -2892206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2892205.750000 Penalty: 4922.680664
	Iteration 57F: 3 clusters Score -2892206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -286607.218750 Penalty: 1894.869751
	Iteration 0F: 2 clusters Score -286607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283903.468750 Penalty: 3789.739502
	Iteration 0F: 3 clusters Score -283903.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -284380.031250 Penalty: 3789.739502
	Iteration 1F: 3 clusters Score -284380 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -284511.312500 Penalty: 3789.739502
	Iteration 2F: 3 clusters Score -284511.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -284586.093750 Penalty: 3789.739502
	Iteration 3Q: 3 clusters Score -284586.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -284635.343750 Penalty: 3789.739502
	Iteration 4Q: 3 clusters Score -284635.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -284666.187500 Penalty: 3789.739502
	Iteration 5Q: 3 clusters Score -284666.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -284695.718750 Penalty: 3789.739502
	Iteration 6Q: 3 clusters Score -284695.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -284714.031250 Penalty: 3789.739502
	Iteration 7Q: 3 clusters Score -284714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -284733.843750 Penalty: 3789.739502
	Iteration 8Q: 3 clusters Score -284733.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -284748.531250 Penalty: 3789.739502
	Iteration 9Q: 3 clusters Score -284748.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284756.312500 Penalty: 3789.739502
	Iteration 10Q: 3 clusters Score -284756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284761.156250 Penalty: 3789.739502
	Iteration 11Q: 3 clusters Score -284761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -284765.687500 Penalty: 3789.739502
	Iteration 12Q: 3 clusters Score -284765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284767.562500 Penalty: 3789.739502
	Iteration 13Q: 3 clusters Score -284767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -284768.531250 Penalty: 3789.739502
	Iteration 14Q: 3 clusters Score -284768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -284769.031250 Penalty: 3789.739502
	Iteration 15Q: 3 clusters Score -284769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -284770.125000 Penalty: 3789.739502
	Iteration 16Q: 3 clusters Score -284770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284771.468750 Penalty: 3789.739502
	Iteration 17Q: 3 clusters Score -284771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284771.968750 Penalty: 3789.739502
	Iteration 18Q: 3 clusters Score -284772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -284771.968750 Penalty: 3789.739502
	Iteration 19F: 3 clusters Score -284772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Entering Unmasked Estep 
Score: -4322130.500000 Penalty: 2560.532471
	Iteration 0F: 2 clusters Score -4322130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -4301325.500000 Penalty: 5121.064941
	Iteration 0F: 3 clusters Score -4301326 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4308704.000000 Penalty: 5121.064941
	Iteration 1F: 3 clusters Score -4308704 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -4309215.500000 Penalty: 5121.064941
	Iteration 2Q: 3 clusters Score -4309216 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -4309706.000000 Penalty: 5121.064941
	Iteration 3Q: 3 clusters Score -4309706 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -4310142.000000 Penalty: 5121.064941
	Iteration 4Q: 3 clusters Score -4310142 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4310653.000000 Penalty: 5121.064941
	Iteration 5Q: 3 clusters Score -4310653 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4311293.000000 Penalty: 5121.064941
	Iteration 6Q: 3 clusters Score -4311293 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -4312051.500000 Penalty: 5121.064941
	Iteration 7Q: 3 clusters Score -4312052 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4313033.500000 Penalty: 5121.064941
	Iteration 8Q: 3 clusters Score -4313034 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4314254.000000 Penalty: 5121.064941
	Iteration 9F: 3 clusters Score -4314254 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4315638.500000 Penalty: 5121.064941
	Iteration 10F: 3 clusters Score -4315638 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4316901.500000 Penalty: 5121.064941
	Iteration 11F: 3 clusters Score -4316902 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4317921.000000 Penalty: 5121.064941
	Iteration 12Q: 3 clusters Score -4317921 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4318646.000000 Penalty: 5121.064941
	Iteration 13Q: 3 clusters Score -4318646 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -4319069.500000 Penalty: 5121.064941
	Iteration 14Q: 3 clusters Score -4319070 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4319325.000000 Penalty: 5121.064941
	Iteration 15Q: 3 clusters Score -4319325 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -4319512.000000 Penalty: 5121.064941
	Iteration 16Q: 3 clusters Score -4319512 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -4319647.500000 Penalty: 5121.064941
	Iteration 17Q: 3 clusters Score -4319648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -4319740.500000 Penalty: 5121.064941
	Iteration 18Q: 3 clusters Score -4319740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4319807.500000 Penalty: 5121.064941
	Iteration 19Q: 3 clusters Score -4319808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4319864.500000 Penalty: 5121.064941
	Iteration 20F: 3 clusters Score -4319864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -4319909.500000 Penalty: 5121.064941
	Iteration 21Q: 3 clusters Score -4319910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4319935.000000 Penalty: 5121.064941
	Iteration 22Q: 3 clusters Score -4319935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -4319955.500000 Penalty: 5121.064941
	Iteration 23Q: 3 clusters Score -4319956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4319973.500000 Penalty: 5121.064941
	Iteration 24Q: 3 clusters Score -4319974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -4319974.000000 Penalty: 5121.064941
	Iteration 25Q: 3 clusters Score -4319974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4319976.000000 Penalty: 5121.064941
	Iteration 26Q: 3 clusters Score -4319976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4319977.000000 Penalty: 5121.064941
	Iteration 27Q: 3 clusters Score -4319977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4319978.000000 Penalty: 5121.064941
	Iteration 28Q: 3 clusters Score -4319978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -4319982.000000 Penalty: 5121.064941
	Iteration 29Q: 3 clusters Score -4319982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -4319978.500000 Penalty: 5121.064941
	Iteration 30Q: 3 clusters Score -4319978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -4319979.000000 Penalty: 5121.064941
	Iteration 31Q: 3 clusters Score -4319979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4319978.000000 Penalty: 5121.064941
	Iteration 32Q: 3 clusters Score -4319978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4319978.000000 Penalty: 5121.064941
	Iteration 33Q: 3 clusters Score -4319978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4319980.000000 Penalty: 5121.064941
	Iteration 34Q: 3 clusters Score -4319980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4319980.000000 Penalty: 5121.064941
	Iteration 35F: 3 clusters Score -4319980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -521035.781250 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -521035.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -517293.062500 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -517293.1 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -518044.656250 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -518044.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -518210.000000 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -518210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -518302.625000 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -518302.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -518356.250000 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -518356.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -518383.656250 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -518383.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -518401.000000 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -518401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -518418.218750 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -518418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -518432.468750 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -518432.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -518445.906250 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -518445.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -518458.125000 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -518458.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -518464.812500 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -518464.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -518474.031250 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -518474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -518480.093750 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -518480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -518485.937500 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -518485.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -518491.750000 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -518491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -518494.093750 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -518494.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -518499.875000 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -518499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -518507.125000 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -518507.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -518514.531250 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -518514.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -518521.937500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -518521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -518529.375000 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -518529.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -518536.906250 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -518536.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -518540.625000 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -518540.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -518546.406250 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -518546.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -518552.343750 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -518552.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -518559.625000 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -518559.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -518564.875000 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -518564.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -518566.906250 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -518566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -518566.718750 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -518566.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -518566.718750 Penalty: 4085.920654
	Iteration 30F: 3 clusters Score -518566.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -184888.250000 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -184888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -182727.500000 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -182727.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -183144.078125 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -183144.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183287.968750 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -183288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -183411.640625 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -183411.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -183569.171875 Penalty: 3590.650635
	Iteration 4Q: 3 clusters Score -183569.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -183684.296875 Penalty: 3590.650635
	Iteration 5Q: 3 clusters Score -183684.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -183776.734375 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -183776.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183853.203125 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -183853.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -183910.953125 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -183911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -183951.406250 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -183951.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -183986.234375 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -183986.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -184014.531250 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -184014.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -184032.656250 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -184032.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -184051.500000 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -184051.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -184075.515625 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -184075.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -184105.640625 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -184105.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -184129.421875 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -184129.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -184139.265625 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -184139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -184141.015625 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -184141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -184141.921875 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -184141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -184142.859375 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -184142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -127336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125423.218750 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -125423.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -125866.429688 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -125866.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -126115.328125 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -126115.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126244.640625 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -126244.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -126341.437500 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -126341.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126485.609375 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -126485.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126694.367188 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -126694.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -126785.468750 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -126785.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -126872.453125 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -126872.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126953.843750 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -126953.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127012.085938 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -127012.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -127053.921875 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -127053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -127112.007812 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -127112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -127249.523438 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -127249.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127398.843750 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -127398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -127516.750000 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -127516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127526.289062 Penalty: 3442.830322
	Iteration 16Q: 3 clusters Score -127526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127526.289062 Penalty: 3442.830322
	Iteration 17F: 3 clusters Score -127526.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165625 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26710 members 
Mstep: Class 7 contains 152687 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 530 members 
Mstep: Class 19 contains 59955 members 
Mstep: Class 21 contains 77260 members 
Entering Unmasked Estep 
Score: -84931448.000000 Penalty: 62815.007812
Splitting cluster 18 changes total score from -84932784.000000 to -84931448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (59955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Entering Unmasked Estep 
Score: -8456292.000000 Penalty: 2728.334717
	Iteration 0F: 2 clusters Score -8456292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8416079.000000 Penalty: 5456.669434
	Iteration 0F: 3 clusters Score -8416079 nChanged 27829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -8431470.000000 Penalty: 5456.669434
	Iteration 1F: 3 clusters Score -8431470 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8432103.000000 Penalty: 5456.669434
	Iteration 2Q: 3 clusters Score -8432103 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -8432642.000000 Penalty: 5456.669434
	Iteration 3Q: 3 clusters Score -8432642 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -8433291.000000 Penalty: 5456.669434
	Iteration 4Q: 3 clusters Score -8433291 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8434001.000000 Penalty: 5456.669434
	Iteration 5Q: 3 clusters Score -8434001 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -8434972.000000 Penalty: 5456.669434
	Iteration 6Q: 3 clusters Score -8434972 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -8436388.000000 Penalty: 5456.669434
	Iteration 7Q: 3 clusters Score -8436388 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8438522.000000 Penalty: 5456.669434
	Iteration 8F: 3 clusters Score -8438522 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8441663.000000 Penalty: 5456.669434
	Iteration 9F: 3 clusters Score -8441663 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 49405 members 
Entering Unmasked Estep 
Score: -8445433.000000 Penalty: 5456.669434
	Iteration 10F: 3 clusters Score -8445433 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -8448932.000000 Penalty: 5456.669434
	Iteration 11F: 3 clusters Score -8448932 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -8451263.000000 Penalty: 5456.669434
	Iteration 12Q: 3 clusters Score -8451263 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -8452527.000000 Penalty: 5456.669434
	Iteration 13Q: 3 clusters Score -8452527 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -8453288.000000 Penalty: 5456.669434
	Iteration 14Q: 3 clusters Score -8453288 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -8453704.000000 Penalty: 5456.669434
	Iteration 15Q: 3 clusters Score -8453704 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
Score: -8453976.000000 Penalty: 5456.669434
	Iteration 16Q: 3 clusters Score -8453976 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 58859 members 
Entering Unmasked Estep 
Score: -8454127.000000 Penalty: 5456.669434
	Iteration 17Q: 3 clusters Score -8454127 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8454243.000000 Penalty: 5456.669434
	Iteration 18Q: 3 clusters Score -8454243 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -8454293.000000 Penalty: 5456.669434
	Iteration 19Q: 3 clusters Score -8454293 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -8454371.000000 Penalty: 5456.669434
	Iteration 20F: 3 clusters Score -8454371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -8454408.000000 Penalty: 5456.669434
	Iteration 21Q: 3 clusters Score -8454408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -8454441.000000 Penalty: 5456.669434
	Iteration 22Q: 3 clusters Score -8454441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 59310 members 
Entering Unmasked Estep 
Score: -8454449.000000 Penalty: 5456.669434
	Iteration 23Q: 3 clusters Score -8454449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -8454464.000000 Penalty: 5456.669434
	Iteration 24Q: 3 clusters Score -8454464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -8454481.000000 Penalty: 5456.669434
	Iteration 25Q: 3 clusters Score -8454481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -8454491.000000 Penalty: 5456.669434
	Iteration 26Q: 3 clusters Score -8454491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 59368 members 
Entering Unmasked Estep 
Score: -8454499.000000 Penalty: 5456.669434
	Iteration 27Q: 3 clusters Score -8454499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -8454484.000000 Penalty: 5456.669434
	Iteration 28Q: 3 clusters Score -8454484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -8454497.000000 Penalty: 5456.669434
	Iteration 29Q: 3 clusters Score -8454497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -8454505.000000 Penalty: 5456.669434
	Iteration 30Q: 3 clusters Score -8454505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -8454512.000000 Penalty: 5456.669434
	Iteration 31Q: 3 clusters Score -8454512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -8454526.000000 Penalty: 5456.669434
	Iteration 32Q: 3 clusters Score -8454526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -8454526.000000 Penalty: 5456.669434
	Iteration 33Q: 3 clusters Score -8454526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -8454529.000000 Penalty: 5456.669434
	Iteration 34Q: 3 clusters Score -8454529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -8454533.000000 Penalty: 5456.669434
	Iteration 35Q: 3 clusters Score -8454533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -8454534.000000 Penalty: 5456.669434
	Iteration 36Q: 3 clusters Score -8454534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8454529.000000 Penalty: 5456.669434
	Iteration 37Q: 3 clusters Score -8454529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59417 members 
Entering Unmasked Estep 
Score: -8454529.000000 Penalty: 5456.669434
	Iteration 38F: 3 clusters Score -8454529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Entering Unmasked Estep 
Score: -10887301.000000 Penalty: 2791.222900
	Iteration 0F: 2 clusters Score -1.08873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -10835545.000000 Penalty: 5582.445801
	Iteration 0F: 3 clusters Score -1.083554e+07 nChanged 36194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -10856000.000000 Penalty: 5582.445801
	Iteration 1F: 3 clusters Score -1.0856e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -10856743.000000 Penalty: 5582.445801
	Iteration 2Q: 3 clusters Score -1.085674e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -10857683.000000 Penalty: 5582.445801
	Iteration 3Q: 3 clusters Score -1.085768e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -10858791.000000 Penalty: 5582.445801
	Iteration 4Q: 3 clusters Score -1.085879e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -10860617.000000 Penalty: 5582.445801
	Iteration 5Q: 3 clusters Score -1.086062e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 51055 members 
Entering Unmasked Estep 
Score: -10863435.000000 Penalty: 5582.445801
	Iteration 6F: 3 clusters Score -1.086344e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -10867470.000000 Penalty: 5582.445801
	Iteration 7F: 3 clusters Score -1.086747e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -10871926.000000 Penalty: 5582.445801
	Iteration 8F: 3 clusters Score -1.087193e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -10875753.000000 Penalty: 5582.445801
	Iteration 9F: 3 clusters Score -1.087575e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -10878643.000000 Penalty: 5582.445801
	Iteration 10Q: 3 clusters Score -1.087864e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -10880547.000000 Penalty: 5582.445801
	Iteration 11Q: 3 clusters Score -1.088055e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -10881891.000000 Penalty: 5582.445801
	Iteration 12Q: 3 clusters Score -1.088189e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -10882923.000000 Penalty: 5582.445801
	Iteration 13Q: 3 clusters Score -1.088292e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -10883613.000000 Penalty: 5582.445801
	Iteration 14Q: 3 clusters Score -1.088361e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -10884069.000000 Penalty: 5582.445801
	Iteration 15Q: 3 clusters Score -1.088407e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -10884344.000000 Penalty: 5582.445801
	Iteration 16Q: 3 clusters Score -1.088434e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 76254 members 
Entering Unmasked Estep 
Score: -10884521.000000 Penalty: 5582.445801
	Iteration 17Q: 3 clusters Score -1.088452e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -10884637.000000 Penalty: 5582.445801
	Iteration 18Q: 3 clusters Score -1.088464e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 76491 members 
Entering Unmasked Estep 
Score: -10884703.000000 Penalty: 5582.445801
	Iteration 19Q: 3 clusters Score -1.08847e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -10884741.000000 Penalty: 5582.445801
	Iteration 20F: 3 clusters Score -1.088474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 76587 members 
Entering Unmasked Estep 
Score: -10884769.000000 Penalty: 5582.445801
	Iteration 21Q: 3 clusters Score -1.088477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -10884793.000000 Penalty: 5582.445801
	Iteration 22Q: 3 clusters Score -1.088479e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 76645 members 
Entering Unmasked Estep 
Score: -10884815.000000 Penalty: 5582.445801
	Iteration 23Q: 3 clusters Score -1.088482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 76670 members 
Entering Unmasked Estep 
Score: -10884832.000000 Penalty: 5582.445801
	Iteration 24Q: 3 clusters Score -1.088483e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76680 members 
Entering Unmasked Estep 
Score: -10884856.000000 Penalty: 5582.445801
	Iteration 25Q: 3 clusters Score -1.088486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -10884846.000000 Penalty: 5582.445801
	Iteration 26Q: 3 clusters Score -1.088485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -10884853.000000 Penalty: 5582.445801
	Iteration 27Q: 3 clusters Score -1.088485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 76711 members 
Entering Unmasked Estep 
Score: -10884862.000000 Penalty: 5582.445801
	Iteration 28Q: 3 clusters Score -1.088486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -10884864.000000 Penalty: 5582.445801
	Iteration 29Q: 3 clusters Score -1.088486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -10884861.000000 Penalty: 5582.445801
	Iteration 30Q: 3 clusters Score -1.088486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 76727 members 
Entering Unmasked Estep 
Score: -10884869.000000 Penalty: 5582.445801
	Iteration 31Q: 3 clusters Score -1.088487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -10884872.000000 Penalty: 5582.445801
	Iteration 32Q: 3 clusters Score -1.088487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -10884868.000000 Penalty: 5582.445801
	Iteration 33Q: 3 clusters Score -1.088487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 76740 members 
Entering Unmasked Estep 
Score: -10884871.000000 Penalty: 5582.445801
	Iteration 34Q: 3 clusters Score -1.088487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 76743 members 
Entering Unmasked Estep 
Score: -10884880.000000 Penalty: 5582.445801
	Iteration 35Q: 3 clusters Score -1.088488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 76744 members 
Entering Unmasked Estep 
Score: -10884879.000000 Penalty: 5582.445801
	Iteration 36Q: 3 clusters Score -1.088488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -10884880.000000 Penalty: 5582.445801
	Iteration 37Q: 3 clusters Score -1.088488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -10884881.000000 Penalty: 5582.445801
	Iteration 38Q: 3 clusters Score -1.088488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 76746 members 
Entering Unmasked Estep 
Score: -10884881.000000 Penalty: 5582.445801
	Iteration 39F: 3 clusters Score -1.088488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 26928 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165625 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26710 members 
Mstep: Class 7 contains 152687 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14501 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 2081 members 
Mstep: Class 14 contains 30477 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59955 members 
Mstep: Class 21 contains 77260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932744.000000 Penalty: 59508.957031
Iteration 239Q: 19 clusters Score -8.493274e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 26930 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165641 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26709 members 
Mstep: Class 7 contains 152669 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14510 members 
Mstep: Class 12 contains 20433 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59947 members 
Mstep: Class 21 contains 77257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932792.000000 Penalty: 59508.957031
Iteration 240F: 19 clusters Score -8.493279e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 26932 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165651 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26709 members 
Mstep: Class 7 contains 152660 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14512 members 
Mstep: Class 12 contains 20435 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59943 members 
Mstep: Class 21 contains 77256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 241Q: 19 clusters Score -8.493285e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 26934 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165657 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26707 members 
Mstep: Class 7 contains 152650 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14516 members 
Mstep: Class 12 contains 20434 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59942 members 
Mstep: Class 21 contains 77260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932904.000000 Penalty: 59508.957031
Iteration 242Q: 19 clusters Score -8.49329e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165666 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26705 members 
Mstep: Class 7 contains 152646 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14524 members 
Mstep: Class 12 contains 20430 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59934 members 
Mstep: Class 21 contains 77260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 243Q: 19 clusters Score -8.493291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 26938 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165673 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26698 members 
Mstep: Class 7 contains 152639 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14526 members 
Mstep: Class 12 contains 20426 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59934 members 
Mstep: Class 21 contains 77266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932760.000000 Penalty: 59508.957031
Iteration 244Q: 19 clusters Score -8.493276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26942 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165668 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26697 members 
Mstep: Class 7 contains 152638 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14530 members 
Mstep: Class 12 contains 20425 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59931 members 
Mstep: Class 21 contains 77266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932736.000000 Penalty: 59508.957031
Iteration 245Q: 19 clusters Score -8.493274e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 26948 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165675 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26692 members 
Mstep: Class 7 contains 152633 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14533 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59928 members 
Mstep: Class 21 contains 77265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932760.000000 Penalty: 59508.957031
Iteration 246Q: 19 clusters Score -8.493276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 26951 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165675 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26689 members 
Mstep: Class 7 contains 152632 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14538 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59921 members 
Mstep: Class 21 contains 77266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932688.000000 Penalty: 59508.957031
Iteration 247Q: 19 clusters Score -8.493269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165687 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26682 members 
Mstep: Class 7 contains 152623 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14543 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59921 members 
Mstep: Class 21 contains 77264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932728.000000 Penalty: 59508.957031
Iteration 248Q: 19 clusters Score -8.493273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 26952 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165697 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26676 members 
Mstep: Class 7 contains 152610 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14545 members 
Mstep: Class 12 contains 20422 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59921 members 
Mstep: Class 21 contains 77272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932704.000000 Penalty: 59508.957031
Iteration 249Q: 19 clusters Score -8.49327e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165698 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26672 members 
Mstep: Class 7 contains 152613 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30466 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59918 members 
Mstep: Class 21 contains 77274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932680.000000 Penalty: 59508.957031
Iteration 250Q: 19 clusters Score -8.493268e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165698 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26671 members 
Mstep: Class 7 contains 152618 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14550 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59917 members 
Mstep: Class 21 contains 77274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932664.000000 Penalty: 59508.957031
Iteration 251Q: 19 clusters Score -8.493266e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165702 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26672 members 
Mstep: Class 7 contains 152611 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14554 members 
Mstep: Class 12 contains 20421 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59916 members 
Mstep: Class 21 contains 77270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932680.000000 Penalty: 59508.957031
Iteration 252Q: 19 clusters Score -8.493268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165714 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26670 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14561 members 
Mstep: Class 12 contains 20419 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59910 members 
Mstep: Class 21 contains 77269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932632.000000 Penalty: 59508.957031
Iteration 253Q: 19 clusters Score -8.493263e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165724 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26666 members 
Mstep: Class 7 contains 152596 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14562 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59908 members 
Mstep: Class 21 contains 77271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932664.000000 Penalty: 59508.957031
Iteration 254Q: 19 clusters Score -8.493266e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165723 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26664 members 
Mstep: Class 7 contains 152599 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14566 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59909 members 
Mstep: Class 21 contains 77270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932728.000000 Penalty: 59508.957031
Iteration 255Q: 19 clusters Score -8.493273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165725 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26658 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14569 members 
Mstep: Class 12 contains 20414 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59910 members 
Mstep: Class 21 contains 77265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932672.000000 Penalty: 59508.957031
Iteration 256Q: 19 clusters Score -8.493267e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 26954 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165733 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14575 members 
Mstep: Class 12 contains 20412 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59911 members 
Mstep: Class 21 contains 77265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932592.000000 Penalty: 59508.957031
Iteration 257Q: 19 clusters Score -8.493259e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165728 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26642 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14578 members 
Mstep: Class 12 contains 20414 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59913 members 
Mstep: Class 21 contains 77272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932656.000000 Penalty: 59508.957031
Iteration 258Q: 19 clusters Score -8.493266e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 26953 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165725 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26640 members 
Mstep: Class 7 contains 152599 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14581 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 21 contains 77276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932616.000000 Penalty: 59508.957031
Iteration 259Q: 19 clusters Score -8.493262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165719 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26642 members 
Mstep: Class 7 contains 152600 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14586 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59915 members 
Mstep: Class 21 contains 77271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932640.000000 Penalty: 59508.957031
Iteration 260F: 19 clusters Score -8.493264e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165719 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26640 members 
Mstep: Class 7 contains 152601 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14589 members 
Mstep: Class 12 contains 20420 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59909 members 
Mstep: Class 21 contains 77273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932696.000000 Penalty: 59508.957031
Iteration 261Q: 19 clusters Score -8.49327e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 26955 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165725 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26639 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14591 members 
Mstep: Class 12 contains 20418 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59902 members 
Mstep: Class 21 contains 77274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932712.000000 Penalty: 59508.957031
Iteration 262Q: 19 clusters Score -8.493271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 26956 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165732 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 152597 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14593 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59898 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932696.000000 Penalty: 59508.957031
Iteration 263Q: 19 clusters Score -8.49327e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 26959 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165725 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152611 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14594 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59890 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932680.000000 Penalty: 59508.957031
Iteration 264Q: 19 clusters Score -8.493268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 26964 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165717 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152606 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14596 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59889 members 
Mstep: Class 21 contains 77287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932792.000000 Penalty: 59508.957031
Iteration 265Q: 19 clusters Score -8.493279e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 26965 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165717 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26634 members 
Mstep: Class 7 contains 152608 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14596 members 
Mstep: Class 12 contains 20415 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59888 members 
Mstep: Class 21 contains 77289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 266Q: 19 clusters Score -8.493285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165716 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26635 members 
Mstep: Class 7 contains 152610 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14597 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932840.000000 Penalty: 59508.957031
Iteration 267Q: 19 clusters Score -8.493284e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165720 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26635 members 
Mstep: Class 7 contains 152604 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59887 members 
Mstep: Class 21 contains 77287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932856.000000 Penalty: 59508.957031
Iteration 268Q: 19 clusters Score -8.493286e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165723 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 12 contains 20417 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59888 members 
Mstep: Class 21 contains 77284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932816.000000 Penalty: 59508.957031
Iteration 269Q: 19 clusters Score -8.493282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165721 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 152607 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14599 members 
Mstep: Class 12 contains 20416 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59885 members 
Mstep: Class 21 contains 77286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 270Q: 19 clusters Score -8.493285e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165720 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 152603 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14600 members 
Mstep: Class 12 contains 20414 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932808.000000 Penalty: 59508.957031
Iteration 271Q: 19 clusters Score -8.493281e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 26966 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165720 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26638 members 
Mstep: Class 7 contains 152597 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14601 members 
Mstep: Class 12 contains 20412 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932904.000000 Penalty: 59508.957031
Iteration 272Q: 19 clusters Score -8.49329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 26967 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165719 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152598 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14603 members 
Mstep: Class 12 contains 20411 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59885 members 
Mstep: Class 21 contains 77294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932872.000000 Penalty: 59508.957031
Iteration 273Q: 19 clusters Score -8.493287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 26968 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165718 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14606 members 
Mstep: Class 12 contains 20409 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59883 members 
Mstep: Class 21 contains 77293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932856.000000 Penalty: 59508.957031
Iteration 274Q: 19 clusters Score -8.493286e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26970 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165720 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152605 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14608 members 
Mstep: Class 12 contains 20409 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30467 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59880 members 
Mstep: Class 21 contains 77291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 275Q: 19 clusters Score -8.493291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26971 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165723 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26637 members 
Mstep: Class 7 contains 152602 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 12 contains 20408 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59882 members 
Mstep: Class 21 contains 77288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932888.000000 Penalty: 59508.957031
Iteration 276Q: 19 clusters Score -8.493289e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 26972 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165732 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26636 members 
Mstep: Class 7 contains 152595 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 12 contains 20406 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 277Q: 19 clusters Score -8.493291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165741 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 152585 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 12 contains 20406 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59888 members 
Mstep: Class 21 contains 77284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 278Q: 19 clusters Score -8.493288e+07 nChanged 23
Entering ConstructFrom: 
Score: -84932880.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (31317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Entering Unmasked Estep 
Score: -4438963.500000 Penalty: 2567.275146
	Iteration 0F: 2 clusters Score -4438964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -4417584.500000 Penalty: 5134.550293
	Iteration 0F: 3 clusters Score -4417584 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -4425138.000000 Penalty: 5134.550293
	Iteration 1F: 3 clusters Score -4425138 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -4425485.000000 Penalty: 5134.550293
	Iteration 2Q: 3 clusters Score -4425485 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4425778.000000 Penalty: 5134.550293
	Iteration 3Q: 3 clusters Score -4425778 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4426063.000000 Penalty: 5134.550293
	Iteration 4Q: 3 clusters Score -4426063 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -4426336.500000 Penalty: 5134.550293
	Iteration 5Q: 3 clusters Score -4426336 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4426740.500000 Penalty: 5134.550293
	Iteration 6Q: 3 clusters Score -4426740 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4427244.000000 Penalty: 5134.550293
	Iteration 7Q: 3 clusters Score -4427244 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -4428116.500000 Penalty: 5134.550293
	Iteration 8F: 3 clusters Score -4428116 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4429474.500000 Penalty: 5134.550293
	Iteration 9F: 3 clusters Score -4429474 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -4431358.000000 Penalty: 5134.550293
	Iteration 10F: 3 clusters Score -4431358 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4433464.500000 Penalty: 5134.550293
	Iteration 11F: 3 clusters Score -4433464 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4435221.500000 Penalty: 5134.550293
	Iteration 12F: 3 clusters Score -4435222 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4436087.500000 Penalty: 5134.550293
	Iteration 13Q: 3 clusters Score -4436088 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4436424.000000 Penalty: 5134.550293
	Iteration 14Q: 3 clusters Score -4436424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4436547.000000 Penalty: 5134.550293
	Iteration 15Q: 3 clusters Score -4436547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4436604.500000 Penalty: 5134.550293
	Iteration 16Q: 3 clusters Score -4436604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4436634.500000 Penalty: 5134.550293
	Iteration 17Q: 3 clusters Score -4436634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4436649.500000 Penalty: 5134.550293
	Iteration 18Q: 3 clusters Score -4436650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4436651.500000 Penalty: 5134.550293
	Iteration 19Q: 3 clusters Score -4436652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4436656.500000 Penalty: 5134.550293
	Iteration 20F: 3 clusters Score -4436656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Entering Unmasked Estep 
Score: -3673779.250000 Penalty: 2530.251953
	Iteration 0F: 2 clusters Score -3673779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3655235.250000 Penalty: 5060.503906
	Iteration 0F: 3 clusters Score -3655235 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3662428.000000 Penalty: 5060.503906
	Iteration 1F: 3 clusters Score -3662428 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3663753.750000 Penalty: 5060.503906
	Iteration 2F: 3 clusters Score -3663754 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3665257.250000 Penalty: 5060.503906
	Iteration 3F: 3 clusters Score -3665257 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3666911.000000 Penalty: 5060.503906
	Iteration 4F: 3 clusters Score -3666911 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3668529.250000 Penalty: 5060.503906
	Iteration 5F: 3 clusters Score -3668529 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3669927.000000 Penalty: 5060.503906
	Iteration 6F: 3 clusters Score -3669927 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3670862.500000 Penalty: 5060.503906
	Iteration 7F: 3 clusters Score -3670862 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3671498.750000 Penalty: 5060.503906
	Iteration 8Q: 3 clusters Score -3671499 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3671912.000000 Penalty: 5060.503906
	Iteration 9Q: 3 clusters Score -3671912 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3672274.000000 Penalty: 5060.503906
	Iteration 10Q: 3 clusters Score -3672274 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3672555.250000 Penalty: 5060.503906
	Iteration 11Q: 3 clusters Score -3672555 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3672754.250000 Penalty: 5060.503906
	Iteration 12Q: 3 clusters Score -3672754 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3672929.750000 Penalty: 5060.503906
	Iteration 13Q: 3 clusters Score -3672930 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3673124.000000 Penalty: 5060.503906
	Iteration 14Q: 3 clusters Score -3673124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -3673352.750000 Penalty: 5060.503906
	Iteration 15Q: 3 clusters Score -3673353 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3673515.250000 Penalty: 5060.503906
	Iteration 16Q: 3 clusters Score -3673515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3673578.500000 Penalty: 5060.503906
	Iteration 17Q: 3 clusters Score -3673578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3673614.250000 Penalty: 5060.503906
	Iteration 18Q: 3 clusters Score -3673614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -3673637.250000 Penalty: 5060.503906
	Iteration 19Q: 3 clusters Score -3673637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3673649.750000 Penalty: 5060.503906
	Iteration 20F: 3 clusters Score -3673650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3673646.250000 Penalty: 5060.503906
	Iteration 21Q: 3 clusters Score -3673646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3673650.000000 Penalty: 5060.503906
	Iteration 22Q: 3 clusters Score -3673650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3673646.250000 Penalty: 5060.503906
	Iteration 23Q: 3 clusters Score -3673646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3673653.500000 Penalty: 5060.503906
	Iteration 24Q: 3 clusters Score -3673654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3673650.250000 Penalty: 5060.503906
	Iteration 25Q: 3 clusters Score -3673650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3673663.500000 Penalty: 5060.503906
	Iteration 26Q: 3 clusters Score -3673664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -3673663.500000 Penalty: 5060.503906
	Iteration 27Q: 3 clusters Score -3673664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3673666.750000 Penalty: 5060.503906
	Iteration 28Q: 3 clusters Score -3673667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -3673664.250000 Penalty: 5060.503906
	Iteration 29Q: 3 clusters Score -3673664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3673663.250000 Penalty: 5060.503906
	Iteration 30Q: 3 clusters Score -3673663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3673663.250000 Penalty: 5060.503906
	Iteration 31Q: 3 clusters Score -3673663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3673662.500000 Penalty: 5060.503906
	Iteration 32Q: 3 clusters Score -3673662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3673661.750000 Penalty: 5060.503906
	Iteration 33Q: 3 clusters Score -3673662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3673662.750000 Penalty: 5060.503906
	Iteration 34Q: 3 clusters Score -3673663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3673662.750000 Penalty: 5060.503906
	Iteration 35F: 3 clusters Score -3673663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 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 118 members 
Entering Unmasked Estep 
Score: -24556.205078 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24556.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24654.359375 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24654.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24693.638672 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24693.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24705.353516 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24705.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24712.242188 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24712.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24712.242188 Penalty: 2695.126221
	Iteration 5F: 3 clusters Score -24712.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165749 members 
Entering Unmasked Estep 
Score: -23084326.000000 Penalty: 2980.520996
	Iteration 0F: 2 clusters Score -2.308433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82724 members 
Mstep: Class 2 contains 83025 members 
Entering Unmasked Estep 
Score: -22978408.000000 Penalty: 5961.041992
	Iteration 0F: 3 clusters Score -2.297841e+07 nChanged 79444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -23024724.000000 Penalty: 5961.041992
	Iteration 1F: 3 clusters Score -2.302472e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80994 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -23026196.000000 Penalty: 5961.041992
	Iteration 2Q: 3 clusters Score -2.30262e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80076 members 
Mstep: Class 2 contains 85673 members 
Entering Unmasked Estep 
Score: -23028490.000000 Penalty: 5961.041992
	Iteration 3Q: 3 clusters Score -2.302849e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78993 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -23031738.000000 Penalty: 5961.041992
	Iteration 4Q: 3 clusters Score -2.303174e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -23036600.000000 Penalty: 5961.041992
	Iteration 5Q: 3 clusters Score -2.30366e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77387 members 
Mstep: Class 2 contains 88362 members 
Entering Unmasked Estep 
Score: -23043324.000000 Penalty: 5961.041992
	Iteration 6F: 3 clusters Score -2.304332e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -23051352.000000 Penalty: 5961.041992
	Iteration 7F: 3 clusters Score -2.305135e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -23058632.000000 Penalty: 5961.041992
	Iteration 8F: 3 clusters Score -2.305863e+07 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -23063504.000000 Penalty: 5961.041992
	Iteration 9F: 3 clusters Score -2.30635e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -23065594.000000 Penalty: 5961.041992
	Iteration 10Q: 3 clusters Score -2.306559e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -23066818.000000 Penalty: 5961.041992
	Iteration 11Q: 3 clusters Score -2.306682e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -23067620.000000 Penalty: 5961.041992
	Iteration 12Q: 3 clusters Score -2.306762e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 80595 members 
Entering Unmasked Estep 
Score: -23068554.000000 Penalty: 5961.041992
	Iteration 13Q: 3 clusters Score -2.306855e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 78951 members 
Entering Unmasked Estep 
Score: -23069574.000000 Penalty: 5961.041992
	Iteration 14Q: 3 clusters Score -2.306957e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88523 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -23070480.000000 Penalty: 5961.041992
	Iteration 15Q: 3 clusters Score -2.307048e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -23071480.000000 Penalty: 5961.041992
	Iteration 16Q: 3 clusters Score -2.307148e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 73645 members 
Entering Unmasked Estep 
Score: -23072178.000000 Penalty: 5961.041992
	Iteration 17Q: 3 clusters Score -2.307218e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -23072936.000000 Penalty: 5961.041992
	Iteration 18Q: 3 clusters Score -2.307294e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 70080 members 
Entering Unmasked Estep 
Score: -23073194.000000 Penalty: 5961.041992
	Iteration 19Q: 3 clusters Score -2.307319e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97445 members 
Mstep: Class 2 contains 68304 members 
Entering Unmasked Estep 
Score: -23073654.000000 Penalty: 5961.041992
	Iteration 20F: 3 clusters Score -2.307365e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 66345 members 
Entering Unmasked Estep 
Score: -23073910.000000 Penalty: 5961.041992
	Iteration 21Q: 3 clusters Score -2.307391e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101454 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -23074202.000000 Penalty: 5961.041992
	Iteration 22Q: 3 clusters Score -2.30742e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -23074564.000000 Penalty: 5961.041992
	Iteration 23Q: 3 clusters Score -2.307456e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105782 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -23074902.000000 Penalty: 5961.041992
	Iteration 24Q: 3 clusters Score -2.30749e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -23075170.000000 Penalty: 5961.041992
	Iteration 25Q: 3 clusters Score -2.307517e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110347 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -23075606.000000 Penalty: 5961.041992
	Iteration 26Q: 3 clusters Score -2.307561e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -23076036.000000 Penalty: 5961.041992
	Iteration 27Q: 3 clusters Score -2.307604e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115509 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -23076446.000000 Penalty: 5961.041992
	Iteration 28Q: 3 clusters Score -2.307645e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118055 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -23076838.000000 Penalty: 5961.041992
	Iteration 29Q: 3 clusters Score -2.307684e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120577 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -23077324.000000 Penalty: 5961.041992
	Iteration 30Q: 3 clusters Score -2.307732e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123011 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -23077696.000000 Penalty: 5961.041992
	Iteration 31Q: 3 clusters Score -2.30777e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125423 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -23078260.000000 Penalty: 5961.041992
	Iteration 32Q: 3 clusters Score -2.307826e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127874 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -23078750.000000 Penalty: 5961.041992
	Iteration 33Q: 3 clusters Score -2.307875e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130304 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -23079080.000000 Penalty: 5961.041992
	Iteration 34Q: 3 clusters Score -2.307908e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132801 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -23079838.000000 Penalty: 5961.041992
	Iteration 35Q: 3 clusters Score -2.307984e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135188 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -23080360.000000 Penalty: 5961.041992
	Iteration 36Q: 3 clusters Score -2.308036e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137416 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -23080976.000000 Penalty: 5961.041992
	Iteration 37Q: 3 clusters Score -2.308098e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139500 members 
Mstep: Class 2 contains 26249 members 
Entering Unmasked Estep 
Score: -23081372.000000 Penalty: 5961.041992
	Iteration 38Q: 3 clusters Score -2.308137e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141411 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -23081874.000000 Penalty: 5961.041992
	Iteration 39Q: 3 clusters Score -2.308187e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142990 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -23082236.000000 Penalty: 5961.041992
	Iteration 40F: 3 clusters Score -2.308224e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144707 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -23082782.000000 Penalty: 5961.041992
	Iteration 41Q: 3 clusters Score -2.308278e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146368 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -23083394.000000 Penalty: 5961.041992
	Iteration 42Q: 3 clusters Score -2.308339e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -23083818.000000 Penalty: 5961.041992
	Iteration 43Q: 3 clusters Score -2.308382e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149307 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -23084188.000000 Penalty: 5961.041992
	Iteration 44Q: 3 clusters Score -2.308419e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -23084432.000000 Penalty: 5961.041992
	Iteration 45Q: 3 clusters Score -2.308443e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -23084700.000000 Penalty: 5961.041992
	Iteration 46Q: 3 clusters Score -2.30847e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -23084900.000000 Penalty: 5961.041992
	Iteration 47Q: 3 clusters Score -2.30849e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154945 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -23084924.000000 Penalty: 5961.041992
	Iteration 48Q: 3 clusters Score -2.308492e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -23084938.000000 Penalty: 5961.041992
	Iteration 49Q: 3 clusters Score -2.308494e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157150 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -23084758.000000 Penalty: 5961.041992
	Iteration 50Q: 3 clusters Score -2.308476e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -23084596.000000 Penalty: 5961.041992
	Iteration 51Q: 3 clusters Score -2.30846e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158804 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -23084452.000000 Penalty: 5961.041992
	Iteration 52Q: 3 clusters Score -2.308445e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159478 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -23084292.000000 Penalty: 5961.041992
	Iteration 53Q: 3 clusters Score -2.308429e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160070 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -23083928.000000 Penalty: 5961.041992
	Iteration 54Q: 3 clusters Score -2.308393e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160567 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -23083778.000000 Penalty: 5961.041992
	Iteration 55Q: 3 clusters Score -2.308378e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160994 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -23083682.000000 Penalty: 5961.041992
	Iteration 56Q: 3 clusters Score -2.308368e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161369 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -23083642.000000 Penalty: 5961.041992
	Iteration 57Q: 3 clusters Score -2.308364e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161712 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -23083572.000000 Penalty: 5961.041992
	Iteration 58Q: 3 clusters Score -2.308357e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161996 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -23083486.000000 Penalty: 5961.041992
	Iteration 59Q: 3 clusters Score -2.308349e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162251 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23083398.000000 Penalty: 5961.041992
	Iteration 60F: 3 clusters Score -2.30834e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23083256.000000 Penalty: 5961.041992
	Iteration 61Q: 3 clusters Score -2.308326e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -23083226.000000 Penalty: 5961.041992
	Iteration 62Q: 3 clusters Score -2.308323e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162878 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -23083144.000000 Penalty: 5961.041992
	Iteration 63Q: 3 clusters Score -2.308314e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163072 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -23083018.000000 Penalty: 5961.041992
	Iteration 64Q: 3 clusters Score -2.308302e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163221 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -23082922.000000 Penalty: 5961.041992
	Iteration 65Q: 3 clusters Score -2.308292e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -23082882.000000 Penalty: 5961.041992
	Iteration 66Q: 3 clusters Score -2.308288e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163473 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23082830.000000 Penalty: 5961.041992
	Iteration 67Q: 3 clusters Score -2.308283e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163577 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -23082800.000000 Penalty: 5961.041992
	Iteration 68Q: 3 clusters Score -2.30828e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163665 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -23082704.000000 Penalty: 5961.041992
	Iteration 69Q: 3 clusters Score -2.30827e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163742 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -23082640.000000 Penalty: 5961.041992
	Iteration 70Q: 3 clusters Score -2.308264e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163807 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -23082650.000000 Penalty: 5961.041992
	Iteration 71Q: 3 clusters Score -2.308265e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163857 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23082640.000000 Penalty: 5961.041992
	Iteration 72Q: 3 clusters Score -2.308264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163904 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -23082658.000000 Penalty: 5961.041992
	Iteration 73Q: 3 clusters Score -2.308266e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23082618.000000 Penalty: 5961.041992
	Iteration 74Q: 3 clusters Score -2.308262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163980 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23082606.000000 Penalty: 5961.041992
	Iteration 75Q: 3 clusters Score -2.308261e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164016 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -23082616.000000 Penalty: 5961.041992
	Iteration 76Q: 3 clusters Score -2.308262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164061 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -23082604.000000 Penalty: 5961.041992
	Iteration 77Q: 3 clusters Score -2.30826e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164098 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23082608.000000 Penalty: 5961.041992
	Iteration 78Q: 3 clusters Score -2.308261e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164129 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -23082588.000000 Penalty: 5961.041992
	Iteration 79Q: 3 clusters Score -2.308259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164154 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23082590.000000 Penalty: 5961.041992
	Iteration 80F: 3 clusters Score -2.308259e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23082574.000000 Penalty: 5961.041992
	Iteration 81Q: 3 clusters Score -2.308257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -23082550.000000 Penalty: 5961.041992
	Iteration 82Q: 3 clusters Score -2.308255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164200 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23082572.000000 Penalty: 5961.041992
	Iteration 83Q: 3 clusters Score -2.308257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -23082560.000000 Penalty: 5961.041992
	Iteration 84Q: 3 clusters Score -2.308256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23082556.000000 Penalty: 5961.041992
	Iteration 85Q: 3 clusters Score -2.308256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23082554.000000 Penalty: 5961.041992
	Iteration 86Q: 3 clusters Score -2.308255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164259 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23082570.000000 Penalty: 5961.041992
	Iteration 87Q: 3 clusters Score -2.308257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23082560.000000 Penalty: 5961.041992
	Iteration 88Q: 3 clusters Score -2.308256e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -23082552.000000 Penalty: 5961.041992
	Iteration 89Q: 3 clusters Score -2.308255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -23082522.000000 Penalty: 5961.041992
	Iteration 90Q: 3 clusters Score -2.308252e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164326 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -23082530.000000 Penalty: 5961.041992
	Iteration 91Q: 3 clusters Score -2.308253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164348 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -23082526.000000 Penalty: 5961.041992
	Iteration 92Q: 3 clusters Score -2.308253e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164368 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23082498.000000 Penalty: 5961.041992
	Iteration 93Q: 3 clusters Score -2.30825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164388 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23082490.000000 Penalty: 5961.041992
	Iteration 94Q: 3 clusters Score -2.308249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164405 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -23082474.000000 Penalty: 5961.041992
	Iteration 95Q: 3 clusters Score -2.308247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164413 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -23082480.000000 Penalty: 5961.041992
	Iteration 96Q: 3 clusters Score -2.308248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164419 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23082450.000000 Penalty: 5961.041992
	Iteration 97Q: 3 clusters Score -2.308245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164427 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -23082464.000000 Penalty: 5961.041992
	Iteration 98Q: 3 clusters Score -2.308246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164435 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23082466.000000 Penalty: 5961.041992
	Iteration 99Q: 3 clusters Score -2.308247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164441 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23082450.000000 Penalty: 5961.041992
	Iteration 100F: 3 clusters Score -2.308245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164445 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -23082454.000000 Penalty: 5961.041992
	Iteration 101Q: 3 clusters Score -2.308245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164447 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23082458.000000 Penalty: 5961.041992
	Iteration 102Q: 3 clusters Score -2.308246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164451 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23082464.000000 Penalty: 5961.041992
	Iteration 103Q: 3 clusters Score -2.308246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23082470.000000 Penalty: 5961.041992
	Iteration 104Q: 3 clusters Score -2.308247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23082454.000000 Penalty: 5961.041992
	Iteration 105Q: 3 clusters Score -2.308245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164455 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -23082454.000000 Penalty: 5961.041992
	Iteration 106F: 3 clusters Score -2.308245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81114.750000 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81114.75 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81356.757812 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81356.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81438.101562 Penalty: 3220.151123
	Iteration 2F: 3 clusters Score -81438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81502.007812 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81502.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81546.640625 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81546.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81575.531250 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81575.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81590.492188 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81590.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81607.656250 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81607.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81627.539062 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81627.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81640.023438 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81640.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81644.148438 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81644.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81650.960938 Penalty: 3220.151123
	Iteration 11Q: 3 clusters Score -81650.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81667.031250 Penalty: 3220.151123
	Iteration 12Q: 3 clusters Score -81667.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81684.632812 Penalty: 3220.151123
	Iteration 13Q: 3 clusters Score -81684.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81694.312500 Penalty: 3220.151123
	Iteration 14Q: 3 clusters Score -81694.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81700.257812 Penalty: 3220.151123
	Iteration 15Q: 3 clusters Score -81700.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -81706.859375 Penalty: 3220.151123
	Iteration 16Q: 3 clusters Score -81706.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81711.328125 Penalty: 3220.151123
	Iteration 17Q: 3 clusters Score -81711.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -81726.546875 Penalty: 3220.151123
	Iteration 18Q: 3 clusters Score -81726.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81739.929688 Penalty: 3220.151123
	Iteration 19Q: 3 clusters Score -81739.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81756.656250 Penalty: 3220.151123
	Iteration 20F: 3 clusters Score -81756.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81770.367188 Penalty: 3220.151123
	Iteration 21Q: 3 clusters Score -81770.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81786.632812 Penalty: 3220.151123
	Iteration 22Q: 3 clusters Score -81786.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81793.070312 Penalty: 3220.151123
	Iteration 23Q: 3 clusters Score -81793.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81795.171875 Penalty: 3220.151123
	Iteration 24Q: 3 clusters Score -81795.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81798.671875 Penalty: 3220.151123
	Iteration 25Q: 3 clusters Score -81798.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81803.875000 Penalty: 3220.151123
	Iteration 26Q: 3 clusters Score -81803.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81809.523438 Penalty: 3220.151123
	Iteration 27Q: 3 clusters Score -81809.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81822.679688 Penalty: 3220.151123
	Iteration 28Q: 3 clusters Score -81822.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81855.664062 Penalty: 3220.151123
	Iteration 29Q: 3 clusters Score -81855.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81862.593750 Penalty: 3220.151123
	Iteration 30Q: 3 clusters Score -81862.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81896.093750 Penalty: 3220.151123
	Iteration 31Q: 3 clusters Score -81896.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -81932.851562 Penalty: 3220.151123
	Iteration 32Q: 3 clusters Score -81932.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81956.718750 Penalty: 3220.151123
	Iteration 33Q: 3 clusters Score -81956.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81978.984375 Penalty: 3220.151123
	Iteration 34Q: 3 clusters Score -81978.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82005.648438 Penalty: 3220.151123
	Iteration 35Q: 3 clusters Score -82005.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82036.984375 Penalty: 3220.151123
	Iteration 36Q: 3 clusters Score -82036.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82056.867188 Penalty: 3220.151123
	Iteration 37Q: 3 clusters Score -82056.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82082.585938 Penalty: 3220.151123
	Iteration 38Q: 3 clusters Score -82082.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82122.585938 Penalty: 3220.151123
	Iteration 39Q: 3 clusters Score -82122.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -82143.367188 Penalty: 3220.151123
	Iteration 40F: 3 clusters Score -82143.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -82166.414062 Penalty: 3220.151123
	Iteration 41Q: 3 clusters Score -82166.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82185.132812 Penalty: 3220.151123
	Iteration 42Q: 3 clusters Score -82185.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82195.187500 Penalty: 3220.151123
	Iteration 43Q: 3 clusters Score -82195.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82197.093750 Penalty: 3220.151123
	Iteration 44Q: 3 clusters Score -82197.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82197.093750 Penalty: 3220.151123
	Iteration 45F: 3 clusters Score -82197.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Entering Unmasked Estep 
Score: -3779400.000000 Penalty: 2527.096680
	Iteration 0F: 2 clusters Score -3779400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3761083.750000 Penalty: 5054.193359
	Iteration 0F: 3 clusters Score -3761084 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3767330.750000 Penalty: 5054.193359
	Iteration 1F: 3 clusters Score -3767331 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3767646.250000 Penalty: 5054.193359
	Iteration 2Q: 3 clusters Score -3767646 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3767902.750000 Penalty: 5054.193359
	Iteration 3Q: 3 clusters Score -3767903 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -3768117.500000 Penalty: 5054.193359
	Iteration 4Q: 3 clusters Score -3768118 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3768310.750000 Penalty: 5054.193359
	Iteration 5Q: 3 clusters Score -3768311 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -3768465.500000 Penalty: 5054.193359
	Iteration 6Q: 3 clusters Score -3768466 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3768598.250000 Penalty: 5054.193359
	Iteration 7Q: 3 clusters Score -3768598 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3768739.500000 Penalty: 5054.193359
	Iteration 8Q: 3 clusters Score -3768740 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3768876.750000 Penalty: 5054.193359
	Iteration 9Q: 3 clusters Score -3768877 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3769021.750000 Penalty: 5054.193359
	Iteration 10Q: 3 clusters Score -3769022 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3769189.250000 Penalty: 5054.193359
	Iteration 11Q: 3 clusters Score -3769189 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -3769425.250000 Penalty: 5054.193359
	Iteration 12Q: 3 clusters Score -3769425 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3769793.000000 Penalty: 5054.193359
	Iteration 13Q: 3 clusters Score -3769793 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3770366.000000 Penalty: 5054.193359
	Iteration 14Q: 3 clusters Score -3770366 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3771218.750000 Penalty: 5054.193359
	Iteration 15F: 3 clusters Score -3771219 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3772331.750000 Penalty: 5054.193359
	Iteration 16F: 3 clusters Score -3772332 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -3773715.000000 Penalty: 5054.193359
	Iteration 17F: 3 clusters Score -3773715 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3774891.000000 Penalty: 5054.193359
	Iteration 18F: 3 clusters Score -3774891 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3775817.750000 Penalty: 5054.193359
	Iteration 19Q: 3 clusters Score -3775818 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -3776376.000000 Penalty: 5054.193359
	Iteration 20F: 3 clusters Score -3776376 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3776722.250000 Penalty: 5054.193359
	Iteration 21Q: 3 clusters Score -3776722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3776890.500000 Penalty: 5054.193359
	Iteration 22Q: 3 clusters Score -3776890 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3777009.000000 Penalty: 5054.193359
	Iteration 23Q: 3 clusters Score -3777009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -3777073.000000 Penalty: 5054.193359
	Iteration 24Q: 3 clusters Score -3777073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -3777117.250000 Penalty: 5054.193359
	Iteration 25Q: 3 clusters Score -3777117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3777136.500000 Penalty: 5054.193359
	Iteration 26Q: 3 clusters Score -3777136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -3777157.750000 Penalty: 5054.193359
	Iteration 27Q: 3 clusters Score -3777158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -3777176.750000 Penalty: 5054.193359
	Iteration 28Q: 3 clusters Score -3777177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3777187.750000 Penalty: 5054.193359
	Iteration 29Q: 3 clusters Score -3777188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3777198.000000 Penalty: 5054.193359
	Iteration 30Q: 3 clusters Score -3777198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -3777207.000000 Penalty: 5054.193359
	Iteration 31Q: 3 clusters Score -3777207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3777210.000000 Penalty: 5054.193359
	Iteration 32Q: 3 clusters Score -3777210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3777221.000000 Penalty: 5054.193359
	Iteration 33Q: 3 clusters Score -3777221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -3777225.750000 Penalty: 5054.193359
	Iteration 34Q: 3 clusters Score -3777226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3777229.250000 Penalty: 5054.193359
	Iteration 35Q: 3 clusters Score -3777229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3777235.750000 Penalty: 5054.193359
	Iteration 36Q: 3 clusters Score -3777236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3777240.000000 Penalty: 5054.193359
	Iteration 37Q: 3 clusters Score -3777240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -3777244.500000 Penalty: 5054.193359
	Iteration 38Q: 3 clusters Score -3777244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -3777245.250000 Penalty: 5054.193359
	Iteration 39Q: 3 clusters Score -3777245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -3777250.000000 Penalty: 5054.193359
	Iteration 40F: 3 clusters Score -3777250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -3777248.000000 Penalty: 5054.193359
	Iteration 41Q: 3 clusters Score -3777248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -3777247.750000 Penalty: 5054.193359
	Iteration 42Q: 3 clusters Score -3777248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3777251.500000 Penalty: 5054.193359
	Iteration 43Q: 3 clusters Score -3777252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -3777251.500000 Penalty: 5054.193359
	Iteration 44F: 3 clusters Score -3777252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152582 members 
Entering Unmasked Estep 
Score: -21288872.000000 Penalty: 2959.993408
	Iteration 0F: 2 clusters Score -2.128887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 76391 members 
Entering Unmasked Estep 
Score: -21189270.000000 Penalty: 5919.986816
	Iteration 0F: 3 clusters Score -2.118927e+07 nChanged 72951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -21231332.000000 Penalty: 5919.986816
	Iteration 1F: 3 clusters Score -2.123133e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -21232580.000000 Penalty: 5919.986816
	Iteration 2Q: 3 clusters Score -2.123258e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -21234062.000000 Penalty: 5919.986816
	Iteration 3Q: 3 clusters Score -2.123406e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72260 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -21236538.000000 Penalty: 5919.986816
	Iteration 4Q: 3 clusters Score -2.123654e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -21239958.000000 Penalty: 5919.986816
	Iteration 5Q: 3 clusters Score -2.123996e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65861 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -21244850.000000 Penalty: 5919.986816
	Iteration 6F: 3 clusters Score -2.124485e+07 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -21252038.000000 Penalty: 5919.986816
	Iteration 7F: 3 clusters Score -2.125204e+07 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -21261884.000000 Penalty: 5919.986816
	Iteration 8F: 3 clusters Score -2.126188e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -21271086.000000 Penalty: 5919.986816
	Iteration 9F: 3 clusters Score -2.127109e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -21276204.000000 Penalty: 5919.986816
	Iteration 10F: 3 clusters Score -2.12762e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -21278268.000000 Penalty: 5919.986816
	Iteration 11Q: 3 clusters Score -2.127827e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 114380 members 
Entering Unmasked Estep 
Score: -21279630.000000 Penalty: 5919.986816
	Iteration 12Q: 3 clusters Score -2.127963e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -21280422.000000 Penalty: 5919.986816
	Iteration 13Q: 3 clusters Score -2.128042e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -21281020.000000 Penalty: 5919.986816
	Iteration 14Q: 3 clusters Score -2.128102e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 118397 members 
Entering Unmasked Estep 
Score: -21281510.000000 Penalty: 5919.986816
	Iteration 15Q: 3 clusters Score -2.128151e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -21281824.000000 Penalty: 5919.986816
	Iteration 16Q: 3 clusters Score -2.128182e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -21282138.000000 Penalty: 5919.986816
	Iteration 17Q: 3 clusters Score -2.128214e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -21282298.000000 Penalty: 5919.986816
	Iteration 18Q: 3 clusters Score -2.12823e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 122314 members 
Entering Unmasked Estep 
Score: -21282578.000000 Penalty: 5919.986816
	Iteration 19Q: 3 clusters Score -2.128258e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -21282854.000000 Penalty: 5919.986816
	Iteration 20F: 3 clusters Score -2.128285e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 124231 members 
Entering Unmasked Estep 
Score: -21283154.000000 Penalty: 5919.986816
	Iteration 21Q: 3 clusters Score -2.128315e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 125151 members 
Entering Unmasked Estep 
Score: -21283384.000000 Penalty: 5919.986816
	Iteration 22Q: 3 clusters Score -2.128338e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 126088 members 
Entering Unmasked Estep 
Score: -21283548.000000 Penalty: 5919.986816
	Iteration 23Q: 3 clusters Score -2.128355e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 127046 members 
Entering Unmasked Estep 
Score: -21283866.000000 Penalty: 5919.986816
	Iteration 24Q: 3 clusters Score -2.128387e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -21284066.000000 Penalty: 5919.986816
	Iteration 25Q: 3 clusters Score -2.128407e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -21284360.000000 Penalty: 5919.986816
	Iteration 26Q: 3 clusters Score -2.128436e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -21284672.000000 Penalty: 5919.986816
	Iteration 27Q: 3 clusters Score -2.128467e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -21284872.000000 Penalty: 5919.986816
	Iteration 28Q: 3 clusters Score -2.128487e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -21285146.000000 Penalty: 5919.986816
	Iteration 29Q: 3 clusters Score -2.128515e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 133215 members 
Entering Unmasked Estep 
Score: -21285536.000000 Penalty: 5919.986816
	Iteration 30Q: 3 clusters Score -2.128554e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -21285786.000000 Penalty: 5919.986816
	Iteration 31Q: 3 clusters Score -2.128579e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 135377 members 
Entering Unmasked Estep 
Score: -21286076.000000 Penalty: 5919.986816
	Iteration 32Q: 3 clusters Score -2.128608e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -21286334.000000 Penalty: 5919.986816
	Iteration 33Q: 3 clusters Score -2.128633e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 137468 members 
Entering Unmasked Estep 
Score: -21286632.000000 Penalty: 5919.986816
	Iteration 34Q: 3 clusters Score -2.128663e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 138417 members 
Entering Unmasked Estep 
Score: -21286910.000000 Penalty: 5919.986816
	Iteration 35Q: 3 clusters Score -2.128691e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 139313 members 
Entering Unmasked Estep 
Score: -21287098.000000 Penalty: 5919.986816
	Iteration 36Q: 3 clusters Score -2.12871e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 140178 members 
Entering Unmasked Estep 
Score: -21287346.000000 Penalty: 5919.986816
	Iteration 37Q: 3 clusters Score -2.128735e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 140975 members 
Entering Unmasked Estep 
Score: -21287614.000000 Penalty: 5919.986816
	Iteration 38Q: 3 clusters Score -2.128761e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -21287800.000000 Penalty: 5919.986816
	Iteration 39Q: 3 clusters Score -2.12878e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 142416 members 
Entering Unmasked Estep 
Score: -21287986.000000 Penalty: 5919.986816
	Iteration 40F: 3 clusters Score -2.128799e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -21288218.000000 Penalty: 5919.986816
	Iteration 41Q: 3 clusters Score -2.128822e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 143667 members 
Entering Unmasked Estep 
Score: -21288312.000000 Penalty: 5919.986816
	Iteration 42Q: 3 clusters Score -2.128831e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 144246 members 
Entering Unmasked Estep 
Score: -21288386.000000 Penalty: 5919.986816
	Iteration 43Q: 3 clusters Score -2.128839e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 144868 members 
Entering Unmasked Estep 
Score: -21288464.000000 Penalty: 5919.986816
	Iteration 44Q: 3 clusters Score -2.128846e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 145474 members 
Entering Unmasked Estep 
Score: -21288470.000000 Penalty: 5919.986816
	Iteration 45Q: 3 clusters Score -2.128847e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 146072 members 
Entering Unmasked Estep 
Score: -21288566.000000 Penalty: 5919.986816
	Iteration 46Q: 3 clusters Score -2.128857e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 146666 members 
Entering Unmasked Estep 
Score: -21288494.000000 Penalty: 5919.986816
	Iteration 47Q: 3 clusters Score -2.128849e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 147252 members 
Entering Unmasked Estep 
Score: -21288464.000000 Penalty: 5919.986816
	Iteration 48Q: 3 clusters Score -2.128846e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -21288428.000000 Penalty: 5919.986816
	Iteration 49Q: 3 clusters Score -2.128843e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 148232 members 
Entering Unmasked Estep 
Score: -21288480.000000 Penalty: 5919.986816
	Iteration 50Q: 3 clusters Score -2.128848e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -21288506.000000 Penalty: 5919.986816
	Iteration 51Q: 3 clusters Score -2.128851e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -21288380.000000 Penalty: 5919.986816
	Iteration 52Q: 3 clusters Score -2.128838e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -21288370.000000 Penalty: 5919.986816
	Iteration 53Q: 3 clusters Score -2.128837e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 149696 members 
Entering Unmasked Estep 
Score: -21288298.000000 Penalty: 5919.986816
	Iteration 54Q: 3 clusters Score -2.12883e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -21288258.000000 Penalty: 5919.986816
	Iteration 55Q: 3 clusters Score -2.128826e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -21288220.000000 Penalty: 5919.986816
	Iteration 56Q: 3 clusters Score -2.128822e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -21288212.000000 Penalty: 5919.986816
	Iteration 57Q: 3 clusters Score -2.128821e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 150469 members 
Entering Unmasked Estep 
Score: -21288128.000000 Penalty: 5919.986816
	Iteration 58Q: 3 clusters Score -2.128813e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 150571 members 
Entering Unmasked Estep 
Score: -21288030.000000 Penalty: 5919.986816
	Iteration 59Q: 3 clusters Score -2.128803e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 150643 members 
Entering Unmasked Estep 
Score: -21287968.000000 Penalty: 5919.986816
	Iteration 60F: 3 clusters Score -2.128797e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 150701 members 
Entering Unmasked Estep 
Score: -21287944.000000 Penalty: 5919.986816
	Iteration 61Q: 3 clusters Score -2.128794e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 150770 members 
Entering Unmasked Estep 
Score: -21287940.000000 Penalty: 5919.986816
	Iteration 62Q: 3 clusters Score -2.128794e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -21287948.000000 Penalty: 5919.986816
	Iteration 63Q: 3 clusters Score -2.128795e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 150892 members 
Entering Unmasked Estep 
Score: -21287942.000000 Penalty: 5919.986816
	Iteration 64Q: 3 clusters Score -2.128794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 150948 members 
Entering Unmasked Estep 
Score: -21287882.000000 Penalty: 5919.986816
	Iteration 65Q: 3 clusters Score -2.128788e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 150992 members 
Entering Unmasked Estep 
Score: -21287840.000000 Penalty: 5919.986816
	Iteration 66Q: 3 clusters Score -2.128784e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 151024 members 
Entering Unmasked Estep 
Score: -21287832.000000 Penalty: 5919.986816
	Iteration 67Q: 3 clusters Score -2.128783e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -21287814.000000 Penalty: 5919.986816
	Iteration 68Q: 3 clusters Score -2.128781e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 151077 members 
Entering Unmasked Estep 
Score: -21287838.000000 Penalty: 5919.986816
	Iteration 69Q: 3 clusters Score -2.128784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -21287840.000000 Penalty: 5919.986816
	Iteration 70Q: 3 clusters Score -2.128784e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 151119 members 
Entering Unmasked Estep 
Score: -21287824.000000 Penalty: 5919.986816
	Iteration 71Q: 3 clusters Score -2.128782e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 151130 members 
Entering Unmasked Estep 
Score: -21287816.000000 Penalty: 5919.986816
	Iteration 72Q: 3 clusters Score -2.128782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 151137 members 
Entering Unmasked Estep 
Score: -21287810.000000 Penalty: 5919.986816
	Iteration 73Q: 3 clusters Score -2.128781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -21287806.000000 Penalty: 5919.986816
	Iteration 74Q: 3 clusters Score -2.128781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 151148 members 
Entering Unmasked Estep 
Score: -21287814.000000 Penalty: 5919.986816
	Iteration 75Q: 3 clusters Score -2.128781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -21287824.000000 Penalty: 5919.986816
	Iteration 76Q: 3 clusters Score -2.128782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 151154 members 
Entering Unmasked Estep 
Score: -21287824.000000 Penalty: 5919.986816
	Iteration 77Q: 3 clusters Score -2.128782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 151156 members 
Entering Unmasked Estep 
Score: -21287826.000000 Penalty: 5919.986816
	Iteration 78Q: 3 clusters Score -2.128783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -21287816.000000 Penalty: 5919.986816
	Iteration 79Q: 3 clusters Score -2.128782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 151160 members 
Entering Unmasked Estep 
Score: -21287818.000000 Penalty: 5919.986816
	Iteration 80F: 3 clusters Score -2.128782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -21287812.000000 Penalty: 5919.986816
	Iteration 81Q: 3 clusters Score -2.128781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 151162 members 
Entering Unmasked Estep 
Score: -21287812.000000 Penalty: 5919.986816
	Iteration 82F: 3 clusters Score -2.128781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37085.421875 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -37085.42 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37296.027344 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37296.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -37394.480469 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37394.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37477.839844 Penalty: 2876.350098
	Iteration 3Q: 3 clusters Score -37477.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37495.363281 Penalty: 2876.350098
	Iteration 4Q: 3 clusters Score -37495.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -37528.230469 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37528.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37544.078125 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37544.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -37550.871094 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37550.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -37557.906250 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -37557.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -37562.882812 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -37562.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37568.855469 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -37568.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -37568.855469 Penalty: 2876.350098
	Iteration 11F: 3 clusters Score -37568.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 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 238 members 
Entering Unmasked Estep 
Score: -58809.246094 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58809.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -58999.832031 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -58999.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -59090.445312 Penalty: 3064.260254
	Iteration 2F: 3 clusters Score -59090.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59160.683594 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59160.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59224.500000 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59224.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59262.011719 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59262.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -59295.769531 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -59295.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59305.800781 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -59305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59310.640625 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -59310.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -59310.640625 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -59310.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Entering Unmasked Estep 
Score: -2071118.500000 Penalty: 2378.220459
	Iteration 0F: 2 clusters Score -2071118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2060462.000000 Penalty: 4756.440918
	Iteration 0F: 3 clusters Score -2060462 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2063730.375000 Penalty: 4756.440918
	Iteration 1F: 3 clusters Score -2063730 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2064124.625000 Penalty: 4756.440918
	Iteration 2F: 3 clusters Score -2064125 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2064586.625000 Penalty: 4756.440918
	Iteration 3F: 3 clusters Score -2064587 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2065156.875000 Penalty: 4756.440918
	Iteration 4F: 3 clusters Score -2065157 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2065910.000000 Penalty: 4756.440918
	Iteration 5F: 3 clusters Score -2065910 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2066772.375000 Penalty: 4756.440918
	Iteration 6F: 3 clusters Score -2066772 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2067583.375000 Penalty: 4756.440918
	Iteration 7F: 3 clusters Score -2067583 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2068191.125000 Penalty: 4756.440918
	Iteration 8Q: 3 clusters Score -2068191 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2068595.250000 Penalty: 4756.440918
	Iteration 9Q: 3 clusters Score -2068595 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2068804.000000 Penalty: 4756.440918
	Iteration 10Q: 3 clusters Score -2068804 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2068917.750000 Penalty: 4756.440918
	Iteration 11Q: 3 clusters Score -2068918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2068986.250000 Penalty: 4756.440918
	Iteration 12Q: 3 clusters Score -2068986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2069020.000000 Penalty: 4756.440918
	Iteration 13Q: 3 clusters Score -2069020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2069045.625000 Penalty: 4756.440918
	Iteration 14Q: 3 clusters Score -2069046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2069070.250000 Penalty: 4756.440918
	Iteration 15Q: 3 clusters Score -2069070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2069082.750000 Penalty: 4756.440918
	Iteration 16Q: 3 clusters Score -2069083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2069097.750000 Penalty: 4756.440918
	Iteration 17Q: 3 clusters Score -2069098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2069106.750000 Penalty: 4756.440918
	Iteration 18Q: 3 clusters Score -2069107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2069109.000000 Penalty: 4756.440918
	Iteration 19Q: 3 clusters Score -2069109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2069110.625000 Penalty: 4756.440918
	Iteration 20F: 3 clusters Score -2069111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2069112.375000 Penalty: 4756.440918
	Iteration 21Q: 3 clusters Score -2069112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2069112.375000 Penalty: 4756.440918
	Iteration 22F: 3 clusters Score -2069112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Entering Unmasked Estep 
Score: -2890847.000000 Penalty: 2461.036865
	Iteration 0F: 2 clusters Score -2890847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2876535.000000 Penalty: 4922.073730
	Iteration 0F: 3 clusters Score -2876535 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2881300.500000 Penalty: 4922.073730
	Iteration 1F: 3 clusters Score -2881300 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2881652.000000 Penalty: 4922.073730
	Iteration 2F: 3 clusters Score -2881652 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2881931.250000 Penalty: 4922.073730
	Iteration 3Q: 3 clusters Score -2881931 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2882140.000000 Penalty: 4922.073730
	Iteration 4Q: 3 clusters Score -2882140 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2882352.750000 Penalty: 4922.073730
	Iteration 5Q: 3 clusters Score -2882353 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2882587.250000 Penalty: 4922.073730
	Iteration 6Q: 3 clusters Score -2882587 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2882920.000000 Penalty: 4922.073730
	Iteration 7Q: 3 clusters Score -2882920 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2883349.000000 Penalty: 4922.073730
	Iteration 8Q: 3 clusters Score -2883349 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2884019.250000 Penalty: 4922.073730
	Iteration 9F: 3 clusters Score -2884019 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2884929.500000 Penalty: 4922.073730
	Iteration 10F: 3 clusters Score -2884930 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2885989.500000 Penalty: 4922.073730
	Iteration 11F: 3 clusters Score -2885990 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2887046.750000 Penalty: 4922.073730
	Iteration 12F: 3 clusters Score -2887047 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2887774.000000 Penalty: 4922.073730
	Iteration 13Q: 3 clusters Score -2887774 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2888274.250000 Penalty: 4922.073730
	Iteration 14Q: 3 clusters Score -2888274 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2888550.250000 Penalty: 4922.073730
	Iteration 15Q: 3 clusters Score -2888550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2888710.500000 Penalty: 4922.073730
	Iteration 16Q: 3 clusters Score -2888710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2888796.500000 Penalty: 4922.073730
	Iteration 17Q: 3 clusters Score -2888796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2888859.500000 Penalty: 4922.073730
	Iteration 18Q: 3 clusters Score -2888860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2888908.250000 Penalty: 4922.073730
	Iteration 19Q: 3 clusters Score -2888908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2888934.000000 Penalty: 4922.073730
	Iteration 20F: 3 clusters Score -2888934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2888945.750000 Penalty: 4922.073730
	Iteration 21Q: 3 clusters Score -2888946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2888953.750000 Penalty: 4922.073730
	Iteration 22Q: 3 clusters Score -2888954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2888956.750000 Penalty: 4922.073730
	Iteration 23Q: 3 clusters Score -2888957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2888962.500000 Penalty: 4922.073730
	Iteration 24Q: 3 clusters Score -2888962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2888964.750000 Penalty: 4922.073730
	Iteration 25Q: 3 clusters Score -2888965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2888964.250000 Penalty: 4922.073730
	Iteration 26Q: 3 clusters Score -2888964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2888964.500000 Penalty: 4922.073730
	Iteration 27Q: 3 clusters Score -2888964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2888969.500000 Penalty: 4922.073730
	Iteration 28Q: 3 clusters Score -2888970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2888969.500000 Penalty: 4922.073730
	Iteration 29F: 3 clusters Score -2888970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -286884.750000 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -286884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -284211.468750 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -284211.5 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -284680.843750 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -284680.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -284798.531250 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -284798.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -284857.875000 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -284857.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -284900.718750 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -284900.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284924.343750 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -284924.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284936.000000 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -284936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -284945.906250 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -284945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284956.937500 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -284956.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284966.531250 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -284966.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -284972.375000 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -284972.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -284976.812500 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -284976.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -284980.468750 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -284980.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -284983.437500 Penalty: 3790.215820
	Iteration 13Q: 3 clusters Score -284983.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284985.218750 Penalty: 3790.215820
	Iteration 14Q: 3 clusters Score -284985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284986.343750 Penalty: 3790.215820
	Iteration 15Q: 3 clusters Score -284986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -284986.500000 Penalty: 3790.215820
	Iteration 16Q: 3 clusters Score -284986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -284986.500000 Penalty: 3790.215820
	Iteration 17F: 3 clusters Score -284986.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Entering Unmasked Estep 
Score: -4321002.000000 Penalty: 2560.467285
	Iteration 0F: 2 clusters Score -4321002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -4300034.000000 Penalty: 5120.934570
	Iteration 0F: 3 clusters Score -4300034 nChanged 13778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4307509.500000 Penalty: 5120.934570
	Iteration 1F: 3 clusters Score -4307510 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -4308042.000000 Penalty: 5120.934570
	Iteration 2Q: 3 clusters Score -4308042 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4308517.000000 Penalty: 5120.934570
	Iteration 3Q: 3 clusters Score -4308517 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4309022.500000 Penalty: 5120.934570
	Iteration 4Q: 3 clusters Score -4309022 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -4309511.500000 Penalty: 5120.934570
	Iteration 5Q: 3 clusters Score -4309512 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4309944.500000 Penalty: 5120.934570
	Iteration 6Q: 3 clusters Score -4309944 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4310524.000000 Penalty: 5120.934570
	Iteration 7Q: 3 clusters Score -4310524 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -4311231.500000 Penalty: 5120.934570
	Iteration 8Q: 3 clusters Score -4311232 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4312039.000000 Penalty: 5120.934570
	Iteration 9Q: 3 clusters Score -4312039 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4312958.000000 Penalty: 5120.934570
	Iteration 10Q: 3 clusters Score -4312958 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4313956.500000 Penalty: 5120.934570
	Iteration 11Q: 3 clusters Score -4313956 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4314800.500000 Penalty: 5120.934570
	Iteration 12Q: 3 clusters Score -4314800 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -4315372.500000 Penalty: 5120.934570
	Iteration 13Q: 3 clusters Score -4315372 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -4315706.500000 Penalty: 5120.934570
	Iteration 14Q: 3 clusters Score -4315706 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4315927.000000 Penalty: 5120.934570
	Iteration 15Q: 3 clusters Score -4315927 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -4316052.500000 Penalty: 5120.934570
	Iteration 16Q: 3 clusters Score -4316052 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4316176.000000 Penalty: 5120.934570
	Iteration 17Q: 3 clusters Score -4316176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -4316268.000000 Penalty: 5120.934570
	Iteration 18Q: 3 clusters Score -4316268 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4316355.000000 Penalty: 5120.934570
	Iteration 19Q: 3 clusters Score -4316355 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4316469.500000 Penalty: 5120.934570
	Iteration 20F: 3 clusters Score -4316470 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -4316563.000000 Penalty: 5120.934570
	Iteration 21Q: 3 clusters Score -4316563 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -4316650.000000 Penalty: 5120.934570
	Iteration 22Q: 3 clusters Score -4316650 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4316742.000000 Penalty: 5120.934570
	Iteration 23Q: 3 clusters Score -4316742 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4316831.000000 Penalty: 5120.934570
	Iteration 24Q: 3 clusters Score -4316831 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4316909.500000 Penalty: 5120.934570
	Iteration 25Q: 3 clusters Score -4316910 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4316983.000000 Penalty: 5120.934570
	Iteration 26Q: 3 clusters Score -4316983 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4317058.000000 Penalty: 5120.934570
	Iteration 27Q: 3 clusters Score -4317058 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -4317144.000000 Penalty: 5120.934570
	Iteration 28Q: 3 clusters Score -4317144 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4317230.500000 Penalty: 5120.934570
	Iteration 29Q: 3 clusters Score -4317230 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4317307.500000 Penalty: 5120.934570
	Iteration 30Q: 3 clusters Score -4317308 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4317407.500000 Penalty: 5120.934570
	Iteration 31Q: 3 clusters Score -4317408 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4317507.000000 Penalty: 5120.934570
	Iteration 32Q: 3 clusters Score -4317507 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4317596.000000 Penalty: 5120.934570
	Iteration 33Q: 3 clusters Score -4317596 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4317709.500000 Penalty: 5120.934570
	Iteration 34Q: 3 clusters Score -4317710 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4317808.500000 Penalty: 5120.934570
	Iteration 35Q: 3 clusters Score -4317808 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4317921.000000 Penalty: 5120.934570
	Iteration 36Q: 3 clusters Score -4317921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4318021.500000 Penalty: 5120.934570
	Iteration 37Q: 3 clusters Score -4318022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4318126.000000 Penalty: 5120.934570
	Iteration 38Q: 3 clusters Score -4318126 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -4318211.500000 Penalty: 5120.934570
	Iteration 39Q: 3 clusters Score -4318212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4318291.500000 Penalty: 5120.934570
	Iteration 40F: 3 clusters Score -4318292 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4318361.000000 Penalty: 5120.934570
	Iteration 41Q: 3 clusters Score -4318361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4318423.500000 Penalty: 5120.934570
	Iteration 42Q: 3 clusters Score -4318424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -4318479.000000 Penalty: 5120.934570
	Iteration 43Q: 3 clusters Score -4318479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4318516.500000 Penalty: 5120.934570
	Iteration 44Q: 3 clusters Score -4318516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4318550.000000 Penalty: 5120.934570
	Iteration 45Q: 3 clusters Score -4318550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -4318577.000000 Penalty: 5120.934570
	Iteration 46Q: 3 clusters Score -4318577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -4318597.500000 Penalty: 5120.934570
	Iteration 47Q: 3 clusters Score -4318598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -4318613.500000 Penalty: 5120.934570
	Iteration 48Q: 3 clusters Score -4318614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -4318638.500000 Penalty: 5120.934570
	Iteration 49Q: 3 clusters Score -4318638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4318671.500000 Penalty: 5120.934570
	Iteration 50Q: 3 clusters Score -4318672 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -4318687.500000 Penalty: 5120.934570
	Iteration 51Q: 3 clusters Score -4318688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -4318701.000000 Penalty: 5120.934570
	Iteration 52Q: 3 clusters Score -4318701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -4318724.000000 Penalty: 5120.934570
	Iteration 53Q: 3 clusters Score -4318724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4318736.000000 Penalty: 5120.934570
	Iteration 54Q: 3 clusters Score -4318736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -4318746.000000 Penalty: 5120.934570
	Iteration 55Q: 3 clusters Score -4318746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4318747.000000 Penalty: 5120.934570
	Iteration 56Q: 3 clusters Score -4318747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -4318766.000000 Penalty: 5120.934570
	Iteration 57Q: 3 clusters Score -4318766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -4318772.000000 Penalty: 5120.934570
	Iteration 58Q: 3 clusters Score -4318772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4318779.500000 Penalty: 5120.934570
	Iteration 59Q: 3 clusters Score -4318780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4318780.500000 Penalty: 5120.934570
	Iteration 60F: 3 clusters Score -4318780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4318792.500000 Penalty: 5120.934570
	Iteration 61Q: 3 clusters Score -4318792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -4318794.500000 Penalty: 5120.934570
	Iteration 62Q: 3 clusters Score -4318794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4318795.000000 Penalty: 5120.934570
	Iteration 63Q: 3 clusters Score -4318795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4318801.000000 Penalty: 5120.934570
	Iteration 64Q: 3 clusters Score -4318801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4318805.000000 Penalty: 5120.934570
	Iteration 65Q: 3 clusters Score -4318805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -4318813.500000 Penalty: 5120.934570
	Iteration 66Q: 3 clusters Score -4318814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4318814.000000 Penalty: 5120.934570
	Iteration 67Q: 3 clusters Score -4318814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4318813.500000 Penalty: 5120.934570
	Iteration 68Q: 3 clusters Score -4318814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -4318810.500000 Penalty: 5120.934570
	Iteration 69Q: 3 clusters Score -4318810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -4318813.000000 Penalty: 5120.934570
	Iteration 70Q: 3 clusters Score -4318813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4318815.000000 Penalty: 5120.934570
	Iteration 71Q: 3 clusters Score -4318815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -4318818.500000 Penalty: 5120.934570
	Iteration 72Q: 3 clusters Score -4318818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -4318821.500000 Penalty: 5120.934570
	Iteration 73Q: 3 clusters Score -4318822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -4318826.000000 Penalty: 5120.934570
	Iteration 74Q: 3 clusters Score -4318826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4318825.500000 Penalty: 5120.934570
	Iteration 75Q: 3 clusters Score -4318826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -4318825.500000 Penalty: 5120.934570
	Iteration 76F: 3 clusters Score -4318826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Entering Unmasked Estep 
Score: -521175.843750 Penalty: 2043.026123
	Iteration 0F: 2 clusters Score -521175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -517419.625000 Penalty: 4086.052246
	Iteration 0F: 3 clusters Score -517419.6 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -518232.281250 Penalty: 4086.052246
	Iteration 1F: 3 clusters Score -518232.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -518406.093750 Penalty: 4086.052246
	Iteration 2F: 3 clusters Score -518406.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -518493.843750 Penalty: 4086.052246
	Iteration 3Q: 3 clusters Score -518493.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -518552.625000 Penalty: 4086.052246
	Iteration 4Q: 3 clusters Score -518552.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -518598.687500 Penalty: 4086.052246
	Iteration 5Q: 3 clusters Score -518598.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518637.218750 Penalty: 4086.052246
	Iteration 6Q: 3 clusters Score -518637.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -518666.531250 Penalty: 4086.052246
	Iteration 7Q: 3 clusters Score -518666.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -518686.218750 Penalty: 4086.052246
	Iteration 8Q: 3 clusters Score -518686.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -518699.656250 Penalty: 4086.052246
	Iteration 9Q: 3 clusters Score -518699.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -518710.875000 Penalty: 4086.052246
	Iteration 10Q: 3 clusters Score -518710.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -518718.750000 Penalty: 4086.052246
	Iteration 11Q: 3 clusters Score -518718.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -518724.468750 Penalty: 4086.052246
	Iteration 12Q: 3 clusters Score -518724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -518730.250000 Penalty: 4086.052246
	Iteration 13Q: 3 clusters Score -518730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -518733.718750 Penalty: 4086.052246
	Iteration 14Q: 3 clusters Score -518733.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -518736.125000 Penalty: 4086.052246
	Iteration 15Q: 3 clusters Score -518736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -518738.781250 Penalty: 4086.052246
	Iteration 16Q: 3 clusters Score -518738.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -518740.187500 Penalty: 4086.052246
	Iteration 17Q: 3 clusters Score -518740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -518741.500000 Penalty: 4086.052246
	Iteration 18Q: 3 clusters Score -518741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -518741.312500 Penalty: 4086.052246
	Iteration 19Q: 3 clusters Score -518741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -518742.968750 Penalty: 4086.052246
	Iteration 20F: 3 clusters Score -518743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -518743.218750 Penalty: 4086.052246
	Iteration 21Q: 3 clusters Score -518743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -518745.875000 Penalty: 4086.052246
	Iteration 22Q: 3 clusters Score -518745.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -518747.312500 Penalty: 4086.052246
	Iteration 23Q: 3 clusters Score -518747.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -518749.437500 Penalty: 4086.052246
	Iteration 24Q: 3 clusters Score -518749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -518751.500000 Penalty: 4086.052246
	Iteration 25Q: 3 clusters Score -518751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -518753.562500 Penalty: 4086.052246
	Iteration 26Q: 3 clusters Score -518753.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -518755.625000 Penalty: 4086.052246
	Iteration 27Q: 3 clusters Score -518755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -518758.875000 Penalty: 4086.052246
	Iteration 28Q: 3 clusters Score -518758.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -518762.343750 Penalty: 4086.052246
	Iteration 29Q: 3 clusters Score -518762.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -518767.312500 Penalty: 4086.052246
	Iteration 30Q: 3 clusters Score -518767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -518770.406250 Penalty: 4086.052246
	Iteration 31Q: 3 clusters Score -518770.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -518774.718750 Penalty: 4086.052246
	Iteration 32Q: 3 clusters Score -518774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -518778.250000 Penalty: 4086.052246
	Iteration 33Q: 3 clusters Score -518778.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -518782.375000 Penalty: 4086.052246
	Iteration 34Q: 3 clusters Score -518782.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -518784.093750 Penalty: 4086.052246
	Iteration 35Q: 3 clusters Score -518784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -518787.781250 Penalty: 4086.052246
	Iteration 36Q: 3 clusters Score -518787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -518790.687500 Penalty: 4086.052246
	Iteration 37Q: 3 clusters Score -518790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -518793.125000 Penalty: 4086.052246
	Iteration 38Q: 3 clusters Score -518793.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -518794.656250 Penalty: 4086.052246
	Iteration 39Q: 3 clusters Score -518794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -518795.062500 Penalty: 4086.052246
	Iteration 40F: 3 clusters Score -518795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -518796.500000 Penalty: 4086.052246
	Iteration 41Q: 3 clusters Score -518796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -518796.968750 Penalty: 4086.052246
	Iteration 42Q: 3 clusters Score -518797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -518796.968750 Penalty: 4086.052246
	Iteration 43F: 3 clusters Score -518797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -184888.250000 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -184888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182711.187500 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -182711.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -183133.703125 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -183133.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -183312.890625 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -183312.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183478.250000 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -183478.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183637.468750 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -183637.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -183769.828125 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -183769.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -183885.031250 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -183885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -183955.968750 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -183956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -184002.000000 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -184002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -184034.734375 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -184034.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -184057.406250 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -184057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -184084.218750 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -184084.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -184102.718750 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -184102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -184108.921875 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -184108.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -184115.796875 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -184115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -184123.187500 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -184123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -184129.453125 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -184129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -184132.921875 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -184132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184133.250000 Penalty: 3590.650635
	Iteration 18Q: 3 clusters Score -184133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184133.281250 Penalty: 3590.650635
	Iteration 19F: 3 clusters Score -184133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -184146.156250 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -184146.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184154.750000 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -184154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -184159.750000 Penalty: 3590.650635
	Iteration 22Q: 3 clusters Score -184159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -184163.062500 Penalty: 3590.650635
	Iteration 23Q: 3 clusters Score -184163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184164.718750 Penalty: 3590.650635
	Iteration 24Q: 3 clusters Score -184164.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -184165.671875 Penalty: 3590.650635
	Iteration 25Q: 3 clusters Score -184165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -184167.046875 Penalty: 3590.650635
	Iteration 26Q: 3 clusters Score -184167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -184167.750000 Penalty: 3590.650635
	Iteration 27Q: 3 clusters Score -184167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184172.062500 Penalty: 3590.650635
	Iteration 28Q: 3 clusters Score -184172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -184179.546875 Penalty: 3590.650635
	Iteration 29Q: 3 clusters Score -184179.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -184187.218750 Penalty: 3590.650635
	Iteration 30Q: 3 clusters Score -184187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184192.937500 Penalty: 3590.650635
	Iteration 31Q: 3 clusters Score -184192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -184194.125000 Penalty: 3590.650635
	Iteration 32Q: 3 clusters Score -184194.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -184194.125000 Penalty: 3590.650635
	Iteration 33F: 3 clusters Score -184194.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -127336.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125394.054688 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -125394.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -125920.898438 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -125920.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126291.445312 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -126291.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -126446.648438 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -126446.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126525.679688 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -126525.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -126606.789062 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -126606.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126702.578125 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -126702.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -126778.703125 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -126778.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126921.296875 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -126921.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127081.859375 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -127081.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127145.773438 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -127145.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127188.945312 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -127188.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -127264.585938 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -127264.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -127392.523438 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -127392.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127575.921875 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -127575.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -127854.757812 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -127854.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -128191.859375 Penalty: 3442.830322
	Iteration 16Q: 3 clusters Score -128191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -128298.109375 Penalty: 3442.830322
	Iteration 17Q: 3 clusters Score -128298.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -128299.507812 Penalty: 3442.830322
	Iteration 18Q: 3 clusters Score -128299.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -128302.343750 Penalty: 3442.830322
	Iteration 19Q: 3 clusters Score -128302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -128306.437500 Penalty: 3442.830322
	Iteration 20F: 3 clusters Score -128306.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -128316.070312 Penalty: 3442.830322
	Iteration 21Q: 3 clusters Score -128316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128324.304688 Penalty: 3442.830322
	Iteration 22Q: 3 clusters Score -128324.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -128337.703125 Penalty: 3442.830322
	Iteration 23Q: 3 clusters Score -128337.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -128366.179688 Penalty: 3442.830322
	Iteration 24Q: 3 clusters Score -128366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -128415.046875 Penalty: 3442.830322
	Iteration 25Q: 3 clusters Score -128415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -128463.320312 Penalty: 3442.830322
	Iteration 26Q: 3 clusters Score -128463.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -128496.382812 Penalty: 3442.830322
	Iteration 27Q: 3 clusters Score -128496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -128532.710938 Penalty: 3442.830322
	Iteration 28Q: 3 clusters Score -128532.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -128578.828125 Penalty: 3442.830322
	Iteration 29Q: 3 clusters Score -128578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -128607.984375 Penalty: 3442.830322
	Iteration 30Q: 3 clusters Score -128608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -128613.414062 Penalty: 3442.830322
	Iteration 31Q: 3 clusters Score -128613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128616.945312 Penalty: 3442.830322
	Iteration 32Q: 3 clusters Score -128616.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128618.226562 Penalty: 3442.830322
	Iteration 33F: 3 clusters Score -128618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -128620.546875 Penalty: 3442.830322
	Iteration 34Q: 3 clusters Score -128620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128621.734375 Penalty: 3442.830322
	Iteration 35Q: 3 clusters Score -128621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -128621.734375 Penalty: 3442.830322
	Iteration 36F: 3 clusters Score -128621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165749 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 152582 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 11 contains 536 members 
Mstep: Class 12 contains 20405 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 498 members 
Mstep: Class 19 contains 59886 members 
Mstep: Class 21 contains 77283 members 
Entering Unmasked Estep 
Score: -84932536.000000 Penalty: 62815.007812
Splitting cluster 18 changes total score from -84932880.000000 to -84932536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (59886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Entering Unmasked Estep 
Score: -8446597.000000 Penalty: 2728.049316
	Iteration 0F: 2 clusters Score -8446597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -8406458.000000 Penalty: 5456.098633
	Iteration 0F: 3 clusters Score -8406458 nChanged 27748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8422264.000000 Penalty: 5456.098633
	Iteration 1F: 3 clusters Score -8422264 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -8423570.000000 Penalty: 5456.098633
	Iteration 2Q: 3 clusters Score -8423570 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -8425612.000000 Penalty: 5456.098633
	Iteration 3F: 3 clusters Score -8425612 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8428683.000000 Penalty: 5456.098633
	Iteration 4F: 3 clusters Score -8428683 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8432718.000000 Penalty: 5456.098633
	Iteration 5F: 3 clusters Score -8432718 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -8436812.000000 Penalty: 5456.098633
	Iteration 6F: 3 clusters Score -8436812 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -8440088.000000 Penalty: 5456.098633
	Iteration 7F: 3 clusters Score -8440088 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -8442001.000000 Penalty: 5456.098633
	Iteration 8Q: 3 clusters Score -8442001 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -8443057.000000 Penalty: 5456.098633
	Iteration 9Q: 3 clusters Score -8443057 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -8443514.000000 Penalty: 5456.098633
	Iteration 10Q: 3 clusters Score -8443514 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -8443767.000000 Penalty: 5456.098633
	Iteration 11Q: 3 clusters Score -8443767 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -8443950.000000 Penalty: 5456.098633
	Iteration 12Q: 3 clusters Score -8443950 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 58043 members 
Entering Unmasked Estep 
Score: -8444043.000000 Penalty: 5456.098633
	Iteration 13Q: 3 clusters Score -8444043 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -8444115.000000 Penalty: 5456.098633
	Iteration 14Q: 3 clusters Score -8444115 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 58291 members 
Entering Unmasked Estep 
Score: -8444155.000000 Penalty: 5456.098633
	Iteration 15Q: 3 clusters Score -8444155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 58366 members 
Entering Unmasked Estep 
Score: -8444198.000000 Penalty: 5456.098633
	Iteration 16Q: 3 clusters Score -8444198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -8444240.000000 Penalty: 5456.098633
	Iteration 17Q: 3 clusters Score -8444240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 58476 members 
Entering Unmasked Estep 
Score: -8444261.000000 Penalty: 5456.098633
	Iteration 18Q: 3 clusters Score -8444261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 58523 members 
Entering Unmasked Estep 
Score: -8444297.000000 Penalty: 5456.098633
	Iteration 19Q: 3 clusters Score -8444297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -8444318.000000 Penalty: 5456.098633
	Iteration 20F: 3 clusters Score -8444318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -8444338.000000 Penalty: 5456.098633
	Iteration 21Q: 3 clusters Score -8444338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -8444364.000000 Penalty: 5456.098633
	Iteration 22Q: 3 clusters Score -8444364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 58673 members 
Entering Unmasked Estep 
Score: -8444358.000000 Penalty: 5456.098633
	Iteration 23Q: 3 clusters Score -8444358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -8444352.000000 Penalty: 5456.098633
	Iteration 24Q: 3 clusters Score -8444352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -8444364.000000 Penalty: 5456.098633
	Iteration 25Q: 3 clusters Score -8444364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -8444364.000000 Penalty: 5456.098633
	Iteration 26Q: 3 clusters Score -8444364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -8444361.000000 Penalty: 5456.098633
	Iteration 27Q: 3 clusters Score -8444361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -8444363.000000 Penalty: 5456.098633
	Iteration 28Q: 3 clusters Score -8444363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -8444354.000000 Penalty: 5456.098633
	Iteration 29Q: 3 clusters Score -8444354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -8444356.000000 Penalty: 5456.098633
	Iteration 30Q: 3 clusters Score -8444356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 58725 members 
Entering Unmasked Estep 
Score: -8444356.000000 Penalty: 5456.098633
	Iteration 31F: 3 clusters Score -8444356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Entering Unmasked Estep 
Score: -10890366.000000 Penalty: 2791.296875
	Iteration 0F: 2 clusters Score -1.089037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -10838579.000000 Penalty: 5582.593750
	Iteration 0F: 3 clusters Score -1.083858e+07 nChanged 36352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -10859003.000000 Penalty: 5582.593750
	Iteration 1F: 3 clusters Score -1.0859e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -10859728.000000 Penalty: 5582.593750
	Iteration 2Q: 3 clusters Score -1.085973e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -10860620.000000 Penalty: 5582.593750
	Iteration 3Q: 3 clusters Score -1.086062e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -10861649.000000 Penalty: 5582.593750
	Iteration 4Q: 3 clusters Score -1.086165e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -10862742.000000 Penalty: 5582.593750
	Iteration 5Q: 3 clusters Score -1.086274e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -10864170.000000 Penalty: 5582.593750
	Iteration 6Q: 3 clusters Score -1.086417e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -10866554.000000 Penalty: 5582.593750
	Iteration 7F: 3 clusters Score -1.086655e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -10869714.000000 Penalty: 5582.593750
	Iteration 8F: 3 clusters Score -1.086971e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -10873069.000000 Penalty: 5582.593750
	Iteration 9F: 3 clusters Score -1.087307e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -10875513.000000 Penalty: 5582.593750
	Iteration 10F: 3 clusters Score -1.087551e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -10876554.000000 Penalty: 5582.593750
	Iteration 11Q: 3 clusters Score -1.087655e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -10876877.000000 Penalty: 5582.593750
	Iteration 12Q: 3 clusters Score -1.087688e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -10876998.000000 Penalty: 5582.593750
	Iteration 13Q: 3 clusters Score -1.0877e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -10877104.000000 Penalty: 5582.593750
	Iteration 14Q: 3 clusters Score -1.08771e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -10877217.000000 Penalty: 5582.593750
	Iteration 15Q: 3 clusters Score -1.087722e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -10877369.000000 Penalty: 5582.593750
	Iteration 16Q: 3 clusters Score -1.087737e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -10877465.000000 Penalty: 5582.593750
	Iteration 17Q: 3 clusters Score -1.087746e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -10877644.000000 Penalty: 5582.593750
	Iteration 18Q: 3 clusters Score -1.087764e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -10877860.000000 Penalty: 5582.593750
	Iteration 19Q: 3 clusters Score -1.087786e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -10878118.000000 Penalty: 5582.593750
	Iteration 20F: 3 clusters Score -1.087812e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -10878398.000000 Penalty: 5582.593750
	Iteration 21Q: 3 clusters Score -1.08784e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -10878628.000000 Penalty: 5582.593750
	Iteration 22Q: 3 clusters Score -1.087863e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -10878939.000000 Penalty: 5582.593750
	Iteration 23Q: 3 clusters Score -1.087894e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -10879272.000000 Penalty: 5582.593750
	Iteration 24Q: 3 clusters Score -1.087927e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -10879613.000000 Penalty: 5582.593750
	Iteration 25Q: 3 clusters Score -1.087961e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -10880057.000000 Penalty: 5582.593750
	Iteration 26Q: 3 clusters Score -1.088006e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 57473 members 
Entering Unmasked Estep 
Score: -10880455.000000 Penalty: 5582.593750
	Iteration 27Q: 3 clusters Score -1.088046e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -10880934.000000 Penalty: 5582.593750
	Iteration 28Q: 3 clusters Score -1.088093e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -10881399.000000 Penalty: 5582.593750
	Iteration 29Q: 3 clusters Score -1.08814e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 61151 members 
Entering Unmasked Estep 
Score: -10881865.000000 Penalty: 5582.593750
	Iteration 30Q: 3 clusters Score -1.088186e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -10882448.000000 Penalty: 5582.593750
	Iteration 31Q: 3 clusters Score -1.088245e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -10882906.000000 Penalty: 5582.593750
	Iteration 32Q: 3 clusters Score -1.088291e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -10883416.000000 Penalty: 5582.593750
	Iteration 33Q: 3 clusters Score -1.088342e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 66007 members 
Entering Unmasked Estep 
Score: -10883902.000000 Penalty: 5582.593750
	Iteration 34Q: 3 clusters Score -1.08839e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -10884404.000000 Penalty: 5582.593750
	Iteration 35Q: 3 clusters Score -1.08844e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -10884837.000000 Penalty: 5582.593750
	Iteration 36Q: 3 clusters Score -1.088484e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -10885154.000000 Penalty: 5582.593750
	Iteration 37Q: 3 clusters Score -1.088515e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -10885495.000000 Penalty: 5582.593750
	Iteration 38Q: 3 clusters Score -1.08855e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 70609 members 
Entering Unmasked Estep 
Score: -10885763.000000 Penalty: 5582.593750
	Iteration 39Q: 3 clusters Score -1.088576e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 71248 members 
Entering Unmasked Estep 
Score: -10886056.000000 Penalty: 5582.593750
	Iteration 40F: 3 clusters Score -1.088606e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -10886343.000000 Penalty: 5582.593750
	Iteration 41Q: 3 clusters Score -1.088634e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 72472 members 
Entering Unmasked Estep 
Score: -10886590.000000 Penalty: 5582.593750
	Iteration 42Q: 3 clusters Score -1.088659e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 73000 members 
Entering Unmasked Estep 
Score: -10886853.000000 Penalty: 5582.593750
	Iteration 43Q: 3 clusters Score -1.088685e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -10887081.000000 Penalty: 5582.593750
	Iteration 44Q: 3 clusters Score -1.088708e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 73849 members 
Entering Unmasked Estep 
Score: -10887252.000000 Penalty: 5582.593750
	Iteration 45Q: 3 clusters Score -1.088725e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 74177 members 
Entering Unmasked Estep 
Score: -10887368.000000 Penalty: 5582.593750
	Iteration 46Q: 3 clusters Score -1.088737e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -10887514.000000 Penalty: 5582.593750
	Iteration 47Q: 3 clusters Score -1.088751e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 74739 members 
Entering Unmasked Estep 
Score: -10887640.000000 Penalty: 5582.593750
	Iteration 48Q: 3 clusters Score -1.088764e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -10887734.000000 Penalty: 5582.593750
	Iteration 49Q: 3 clusters Score -1.088773e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -10887780.000000 Penalty: 5582.593750
	Iteration 50Q: 3 clusters Score -1.088778e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10887836.000000 Penalty: 5582.593750
	Iteration 51Q: 3 clusters Score -1.088784e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -10887866.000000 Penalty: 5582.593750
	Iteration 52Q: 3 clusters Score -1.088787e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -10887940.000000 Penalty: 5582.593750
	Iteration 53Q: 3 clusters Score -1.088794e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -10887962.000000 Penalty: 5582.593750
	Iteration 54Q: 3 clusters Score -1.088796e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -10887987.000000 Penalty: 5582.593750
	Iteration 55Q: 3 clusters Score -1.088799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -10888028.000000 Penalty: 5582.593750
	Iteration 56Q: 3 clusters Score -1.088803e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -10888041.000000 Penalty: 5582.593750
	Iteration 57Q: 3 clusters Score -1.088804e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 75728 members 
Entering Unmasked Estep 
Score: -10888059.000000 Penalty: 5582.593750
	Iteration 58Q: 3 clusters Score -1.088806e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -10888067.000000 Penalty: 5582.593750
	Iteration 59Q: 3 clusters Score -1.088807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -10888060.000000 Penalty: 5582.593750
	Iteration 60F: 3 clusters Score -1.088806e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -10888069.000000 Penalty: 5582.593750
	Iteration 61Q: 3 clusters Score -1.088807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -10888074.000000 Penalty: 5582.593750
	Iteration 62Q: 3 clusters Score -1.088807e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -10888079.000000 Penalty: 5582.593750
	Iteration 63Q: 3 clusters Score -1.088808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 75860 members 
Entering Unmasked Estep 
Score: -10888100.000000 Penalty: 5582.593750
	Iteration 64Q: 3 clusters Score -1.08881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -10888114.000000 Penalty: 5582.593750
	Iteration 65Q: 3 clusters Score -1.088811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -10888117.000000 Penalty: 5582.593750
	Iteration 66Q: 3 clusters Score -1.088812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -10888113.000000 Penalty: 5582.593750
	Iteration 67Q: 3 clusters Score -1.088811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -10888115.000000 Penalty: 5582.593750
	Iteration 68Q: 3 clusters Score -1.088812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 75929 members 
Entering Unmasked Estep 
Score: -10888126.000000 Penalty: 5582.593750
	Iteration 69Q: 3 clusters Score -1.088813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -10888114.000000 Penalty: 5582.593750
	Iteration 70Q: 3 clusters Score -1.088811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -10888118.000000 Penalty: 5582.593750
	Iteration 71Q: 3 clusters Score -1.088812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -10888109.000000 Penalty: 5582.593750
	Iteration 72Q: 3 clusters Score -1.088811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 75964 members 
Entering Unmasked Estep 
Score: -10888116.000000 Penalty: 5582.593750
	Iteration 73Q: 3 clusters Score -1.088812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
Score: -10888117.000000 Penalty: 5582.593750
	Iteration 74Q: 3 clusters Score -1.088812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -10888118.000000 Penalty: 5582.593750
	Iteration 75Q: 3 clusters Score -1.088812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -10888117.000000 Penalty: 5582.593750
	Iteration 76Q: 3 clusters Score -1.088812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -10888118.000000 Penalty: 5582.593750
	Iteration 77Q: 3 clusters Score -1.088812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10888114.000000 Penalty: 5582.593750
	Iteration 78Q: 3 clusters Score -1.088811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10888115.000000 Penalty: 5582.593750
	Iteration 79Q: 3 clusters Score -1.088812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10888115.000000 Penalty: 5582.593750
	Iteration 80F: 3 clusters Score -1.088812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165749 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 152582 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 12 contains 20405 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3782 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59886 members 
Mstep: Class 21 contains 77283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932848.000000 Penalty: 59508.957031
Iteration 279Q: 19 clusters Score -8.493285e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165763 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 152576 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 12 contains 20403 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932840.000000 Penalty: 59508.957031
Iteration 280F: 19 clusters Score -8.493284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165765 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26633 members 
Mstep: Class 7 contains 152578 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 12 contains 20400 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59886 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 281Q: 19 clusters Score -8.493291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165766 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26632 members 
Mstep: Class 7 contains 152576 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 12 contains 20400 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59889 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932896.000000 Penalty: 59508.957031
Iteration 282Q: 19 clusters Score -8.49329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165769 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26630 members 
Mstep: Class 7 contains 152574 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 12 contains 20398 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59888 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 283Q: 19 clusters Score -8.493291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165769 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26630 members 
Mstep: Class 7 contains 152577 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14611 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59887 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932920.000000 Penalty: 59508.957031
Iteration 284Q: 19 clusters Score -8.493292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165768 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152574 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14610 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59889 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932968.000000 Penalty: 59508.957031
Iteration 285Q: 19 clusters Score -8.493297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165770 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152576 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59886 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932936.000000 Penalty: 59508.957031
Iteration 286Q: 19 clusters Score -8.493294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165773 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26627 members 
Mstep: Class 7 contains 152575 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14609 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59885 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932928.000000 Penalty: 59508.957031
Iteration 287Q: 19 clusters Score -8.493293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165779 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26625 members 
Mstep: Class 7 contains 152570 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14612 members 
Mstep: Class 12 contains 20396 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30473 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59884 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932952.000000 Penalty: 59508.957031
Iteration 288Q: 19 clusters Score -8.493295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165782 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26627 members 
Mstep: Class 7 contains 152566 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14614 members 
Mstep: Class 12 contains 20395 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30472 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59882 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932936.000000 Penalty: 59508.957031
Iteration 289Q: 19 clusters Score -8.493294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165783 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152563 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14619 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59880 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932936.000000 Penalty: 59508.957031
Iteration 290Q: 19 clusters Score -8.493294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165783 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26631 members 
Mstep: Class 7 contains 152557 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14624 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59878 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932920.000000 Penalty: 59508.957031
Iteration 291Q: 19 clusters Score -8.493292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165779 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26632 members 
Mstep: Class 7 contains 152559 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14630 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30471 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59875 members 
Mstep: Class 21 contains 77281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932960.000000 Penalty: 59508.957031
Iteration 292Q: 19 clusters Score -8.493296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165779 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26631 members 
Mstep: Class 7 contains 152559 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14633 members 
Mstep: Class 12 contains 20394 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59874 members 
Mstep: Class 21 contains 77279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 293Q: 19 clusters Score -8.493294e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165782 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26632 members 
Mstep: Class 7 contains 152554 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14636 members 
Mstep: Class 12 contains 20392 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59874 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932960.000000 Penalty: 59508.957031
Iteration 294Q: 19 clusters Score -8.493296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165785 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26629 members 
Mstep: Class 7 contains 152549 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14639 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59873 members 
Mstep: Class 21 contains 77280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 295Q: 19 clusters Score -8.493294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165785 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152548 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20390 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59871 members 
Mstep: Class 21 contains 77282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932968.000000 Penalty: 59508.957031
Iteration 296Q: 19 clusters Score -8.493297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165786 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152551 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59871 members 
Mstep: Class 21 contains 77280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932976.000000 Penalty: 59508.957031
Iteration 297Q: 19 clusters Score -8.493298e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165788 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152553 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59871 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932944.000000 Penalty: 59508.957031
Iteration 298Q: 19 clusters Score -8.493294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165791 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152552 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59870 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932920.000000 Penalty: 59508.957031
Iteration 299Q: 19 clusters Score -8.493292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165792 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26629 members 
Mstep: Class 7 contains 152554 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59867 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932888.000000 Penalty: 59508.957031
Iteration 300F: 19 clusters Score -8.493289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26973 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165793 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26629 members 
Mstep: Class 7 contains 152554 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59866 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932888.000000 Penalty: 59508.957031
Iteration 301Q: 19 clusters Score -8.493289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165791 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152554 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59868 members 
Mstep: Class 21 contains 77278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932912.000000 Penalty: 59508.957031
Iteration 302Q: 19 clusters Score -8.493291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165791 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152555 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59866 members 
Mstep: Class 21 contains 77279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 303Q: 19 clusters Score -8.493288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 26974 members 
Mstep: Class 3 contains 229 members 
Mstep: Class 4 contains 165791 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 152555 members 
Mstep: Class 8 contains 330 members 
Mstep: Class 9 contains 482 members 
Mstep: Class 10 contains 14641 members 
Mstep: Class 12 contains 20389 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1034 members 
Mstep: Class 19 contains 59866 members 
Mstep: Class 21 contains 77279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932880.000000 Penalty: 59508.957031
Iteration 304F: 19 clusters Score -8.493288e+07 nChanged 0
Entering ConstructFrom: 
Score: -84932880.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (31320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Entering Unmasked Estep 
Score: -4439425.500000 Penalty: 2567.298828
	Iteration 0F: 2 clusters Score -4439426 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 15830 members 
Entering Unmasked Estep 
Score: -4418138.000000 Penalty: 5134.597656
	Iteration 0F: 3 clusters Score -4418138 nChanged 14093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4425809.500000 Penalty: 5134.597656
	Iteration 1F: 3 clusters Score -4425810 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4426369.000000 Penalty: 5134.597656
	Iteration 2Q: 3 clusters Score -4426369 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4426952.500000 Penalty: 5134.597656
	Iteration 3Q: 3 clusters Score -4426952 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4427624.500000 Penalty: 5134.597656
	Iteration 4Q: 3 clusters Score -4427624 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4428390.500000 Penalty: 5134.597656
	Iteration 5Q: 3 clusters Score -4428390 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4429267.500000 Penalty: 5134.597656
	Iteration 6Q: 3 clusters Score -4429268 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -4430286.000000 Penalty: 5134.597656
	Iteration 7Q: 3 clusters Score -4430286 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4431396.500000 Penalty: 5134.597656
	Iteration 8F: 3 clusters Score -4431396 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4432496.500000 Penalty: 5134.597656
	Iteration 9Q: 3 clusters Score -4432496 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -4433447.500000 Penalty: 5134.597656
	Iteration 10Q: 3 clusters Score -4433448 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -4434286.000000 Penalty: 5134.597656
	Iteration 11Q: 3 clusters Score -4434286 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4434980.000000 Penalty: 5134.597656
	Iteration 12Q: 3 clusters Score -4434980 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -4435490.000000 Penalty: 5134.597656
	Iteration 13Q: 3 clusters Score -4435490 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -4435870.500000 Penalty: 5134.597656
	Iteration 14Q: 3 clusters Score -4435870 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -4436184.500000 Penalty: 5134.597656
	Iteration 15Q: 3 clusters Score -4436184 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4436408.500000 Penalty: 5134.597656
	Iteration 16Q: 3 clusters Score -4436408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -4436602.500000 Penalty: 5134.597656
	Iteration 17Q: 3 clusters Score -4436602 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4436753.500000 Penalty: 5134.597656
	Iteration 18Q: 3 clusters Score -4436754 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4436855.500000 Penalty: 5134.597656
	Iteration 19Q: 3 clusters Score -4436856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4436931.500000 Penalty: 5134.597656
	Iteration 20F: 3 clusters Score -4436932 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4436972.000000 Penalty: 5134.597656
	Iteration 21Q: 3 clusters Score -4436972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4437017.500000 Penalty: 5134.597656
	Iteration 22Q: 3 clusters Score -4437018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4437060.500000 Penalty: 5134.597656
	Iteration 23Q: 3 clusters Score -4437060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4437081.000000 Penalty: 5134.597656
	Iteration 24Q: 3 clusters Score -4437081 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4437116.000000 Penalty: 5134.597656
	Iteration 25Q: 3 clusters Score -4437116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -4437130.000000 Penalty: 5134.597656
	Iteration 26Q: 3 clusters Score -4437130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4437145.500000 Penalty: 5134.597656
	Iteration 27Q: 3 clusters Score -4437146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -4437162.000000 Penalty: 5134.597656
	Iteration 28Q: 3 clusters Score -4437162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -4437173.000000 Penalty: 5134.597656
	Iteration 29Q: 3 clusters Score -4437173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4437186.000000 Penalty: 5134.597656
	Iteration 30Q: 3 clusters Score -4437186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4437194.500000 Penalty: 5134.597656
	Iteration 31Q: 3 clusters Score -4437194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4437214.000000 Penalty: 5134.597656
	Iteration 32Q: 3 clusters Score -4437214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4437235.500000 Penalty: 5134.597656
	Iteration 33Q: 3 clusters Score -4437236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4437244.500000 Penalty: 5134.597656
	Iteration 34Q: 3 clusters Score -4437244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4437250.000000 Penalty: 5134.597656
	Iteration 35Q: 3 clusters Score -4437250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4437254.000000 Penalty: 5134.597656
	Iteration 36Q: 3 clusters Score -4437254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4437255.500000 Penalty: 5134.597656
	Iteration 37Q: 3 clusters Score -4437256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4437256.000000 Penalty: 5134.597656
	Iteration 38Q: 3 clusters Score -4437256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4437261.500000 Penalty: 5134.597656
	Iteration 39Q: 3 clusters Score -4437262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4437262.000000 Penalty: 5134.597656
	Iteration 40F: 3 clusters Score -4437262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4437268.000000 Penalty: 5134.597656
	Iteration 41Q: 3 clusters Score -4437268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -4437268.000000 Penalty: 5134.597656
	Iteration 42Q: 3 clusters Score -4437268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -4437270.500000 Penalty: 5134.597656
	Iteration 43Q: 3 clusters Score -4437270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -4437270.500000 Penalty: 5134.597656
	Iteration 44Q: 3 clusters Score -4437270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4437273.500000 Penalty: 5134.597656
	Iteration 45Q: 3 clusters Score -4437274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4437278.000000 Penalty: 5134.597656
	Iteration 46Q: 3 clusters Score -4437278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4437278.000000 Penalty: 5134.597656
	Iteration 47Q: 3 clusters Score -4437278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -4437282.000000 Penalty: 5134.597656
	Iteration 48Q: 3 clusters Score -4437282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -4437282.000000 Penalty: 5134.597656
	Iteration 49Q: 3 clusters Score -4437282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4437281.000000 Penalty: 5134.597656
	Iteration 50Q: 3 clusters Score -4437281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -4437281.000000 Penalty: 5134.597656
	Iteration 51F: 3 clusters Score -4437281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Entering Unmasked Estep 
Score: -3673784.500000 Penalty: 2530.251953
	Iteration 0F: 2 clusters Score -3673784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3655202.000000 Penalty: 5060.503906
	Iteration 0F: 3 clusters Score -3655202 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -3661805.250000 Penalty: 5060.503906
	Iteration 1F: 3 clusters Score -3661805 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3662383.250000 Penalty: 5060.503906
	Iteration 2F: 3 clusters Score -3662383 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3663119.750000 Penalty: 5060.503906
	Iteration 3Q: 3 clusters Score -3663120 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3664049.750000 Penalty: 5060.503906
	Iteration 4Q: 3 clusters Score -3664050 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -3664952.250000 Penalty: 5060.503906
	Iteration 5Q: 3 clusters Score -3664952 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -3665835.000000 Penalty: 5060.503906
	Iteration 6Q: 3 clusters Score -3665835 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3666625.000000 Penalty: 5060.503906
	Iteration 7Q: 3 clusters Score -3666625 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3667296.250000 Penalty: 5060.503906
	Iteration 8Q: 3 clusters Score -3667296 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3667912.250000 Penalty: 5060.503906
	Iteration 9Q: 3 clusters Score -3667912 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3668521.500000 Penalty: 5060.503906
	Iteration 10Q: 3 clusters Score -3668522 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -3669031.500000 Penalty: 5060.503906
	Iteration 11Q: 3 clusters Score -3669032 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3669458.000000 Penalty: 5060.503906
	Iteration 12Q: 3 clusters Score -3669458 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3669823.000000 Penalty: 5060.503906
	Iteration 13Q: 3 clusters Score -3669823 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3670135.750000 Penalty: 5060.503906
	Iteration 14Q: 3 clusters Score -3670136 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3670408.000000 Penalty: 5060.503906
	Iteration 15Q: 3 clusters Score -3670408 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3670612.000000 Penalty: 5060.503906
	Iteration 16Q: 3 clusters Score -3670612 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3670810.250000 Penalty: 5060.503906
	Iteration 17Q: 3 clusters Score -3670810 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3670956.000000 Penalty: 5060.503906
	Iteration 18Q: 3 clusters Score -3670956 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -3671097.000000 Penalty: 5060.503906
	Iteration 19Q: 3 clusters Score -3671097 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3671205.250000 Penalty: 5060.503906
	Iteration 20F: 3 clusters Score -3671205 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3671290.250000 Penalty: 5060.503906
	Iteration 21Q: 3 clusters Score -3671290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3671339.750000 Penalty: 5060.503906
	Iteration 22Q: 3 clusters Score -3671340 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3671398.000000 Penalty: 5060.503906
	Iteration 23Q: 3 clusters Score -3671398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3671427.500000 Penalty: 5060.503906
	Iteration 24Q: 3 clusters Score -3671428 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3671456.250000 Penalty: 5060.503906
	Iteration 25Q: 3 clusters Score -3671456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -3671482.250000 Penalty: 5060.503906
	Iteration 26Q: 3 clusters Score -3671482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3671517.750000 Penalty: 5060.503906
	Iteration 27Q: 3 clusters Score -3671518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3671533.000000 Penalty: 5060.503906
	Iteration 28Q: 3 clusters Score -3671533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3671552.000000 Penalty: 5060.503906
	Iteration 29Q: 3 clusters Score -3671552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3671568.750000 Penalty: 5060.503906
	Iteration 30Q: 3 clusters Score -3671569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3671579.250000 Penalty: 5060.503906
	Iteration 31Q: 3 clusters Score -3671579 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3671594.500000 Penalty: 5060.503906
	Iteration 32Q: 3 clusters Score -3671594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3671603.500000 Penalty: 5060.503906
	Iteration 33Q: 3 clusters Score -3671604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3671618.250000 Penalty: 5060.503906
	Iteration 34Q: 3 clusters Score -3671618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3671615.000000 Penalty: 5060.503906
	Iteration 35Q: 3 clusters Score -3671615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3671625.000000 Penalty: 5060.503906
	Iteration 36Q: 3 clusters Score -3671625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3671637.000000 Penalty: 5060.503906
	Iteration 37Q: 3 clusters Score -3671637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3671638.000000 Penalty: 5060.503906
	Iteration 38Q: 3 clusters Score -3671638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3671648.750000 Penalty: 5060.503906
	Iteration 39Q: 3 clusters Score -3671649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3671650.000000 Penalty: 5060.503906
	Iteration 40F: 3 clusters Score -3671650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3671653.500000 Penalty: 5060.503906
	Iteration 41Q: 3 clusters Score -3671654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3671652.000000 Penalty: 5060.503906
	Iteration 42Q: 3 clusters Score -3671652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3671656.750000 Penalty: 5060.503906
	Iteration 43Q: 3 clusters Score -3671657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3671665.250000 Penalty: 5060.503906
	Iteration 44Q: 3 clusters Score -3671665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3671663.750000 Penalty: 5060.503906
	Iteration 45Q: 3 clusters Score -3671664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3671659.750000 Penalty: 5060.503906
	Iteration 46Q: 3 clusters Score -3671660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3671657.750000 Penalty: 5060.503906
	Iteration 47Q: 3 clusters Score -3671658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3671665.500000 Penalty: 5060.503906
	Iteration 48Q: 3 clusters Score -3671666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3671665.250000 Penalty: 5060.503906
	Iteration 49Q: 3 clusters Score -3671665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3671666.000000 Penalty: 5060.503906
	Iteration 50Q: 3 clusters Score -3671666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3671666.250000 Penalty: 5060.503906
	Iteration 51Q: 3 clusters Score -3671666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3671671.500000 Penalty: 5060.503906
	Iteration 52Q: 3 clusters Score -3671672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3671669.000000 Penalty: 5060.503906
	Iteration 53Q: 3 clusters Score -3671669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3671674.500000 Penalty: 5060.503906
	Iteration 54Q: 3 clusters Score -3671674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3671675.250000 Penalty: 5060.503906
	Iteration 55Q: 3 clusters Score -3671675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3671673.000000 Penalty: 5060.503906
	Iteration 56Q: 3 clusters Score -3671673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3671674.000000 Penalty: 5060.503906
	Iteration 57Q: 3 clusters Score -3671674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3671682.750000 Penalty: 5060.503906
	Iteration 58Q: 3 clusters Score -3671683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3671687.250000 Penalty: 5060.503906
	Iteration 59Q: 3 clusters Score -3671687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3671682.500000 Penalty: 5060.503906
	Iteration 60F: 3 clusters Score -3671682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3671687.750000 Penalty: 5060.503906
	Iteration 61Q: 3 clusters Score -3671688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3671689.000000 Penalty: 5060.503906
	Iteration 62Q: 3 clusters Score -3671689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3671690.000000 Penalty: 5060.503906
	Iteration 63Q: 3 clusters Score -3671690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3671694.250000 Penalty: 5060.503906
	Iteration 64Q: 3 clusters Score -3671694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3671692.500000 Penalty: 5060.503906
	Iteration 65Q: 3 clusters Score -3671692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3671700.500000 Penalty: 5060.503906
	Iteration 66Q: 3 clusters Score -3671700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3671705.000000 Penalty: 5060.503906
	Iteration 67Q: 3 clusters Score -3671705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3671708.250000 Penalty: 5060.503906
	Iteration 68Q: 3 clusters Score -3671708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3671712.000000 Penalty: 5060.503906
	Iteration 69Q: 3 clusters Score -3671712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3671712.000000 Penalty: 5060.503906
	Iteration 70Q: 3 clusters Score -3671712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3671712.500000 Penalty: 5060.503906
	Iteration 71Q: 3 clusters Score -3671712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3671713.000000 Penalty: 5060.503906
	Iteration 72Q: 3 clusters Score -3671713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3671709.250000 Penalty: 5060.503906
	Iteration 73Q: 3 clusters Score -3671709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3671713.250000 Penalty: 5060.503906
	Iteration 74Q: 3 clusters Score -3671713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3671713.250000 Penalty: 5060.503906
	Iteration 75F: 3 clusters Score -3671713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -25706.574219 Penalty: 1347.563110
	Iteration 0F: 2 clusters Score -25706.57 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 105 members 
Entering Unmasked Estep 
Score: -24540.041016 Penalty: 2695.126221
	Iteration 0F: 3 clusters Score -24540.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24694.011719 Penalty: 2695.126221
	Iteration 1F: 3 clusters Score -24694.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24724.146484 Penalty: 2695.126221
	Iteration 2Q: 3 clusters Score -24724.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24736.273438 Penalty: 2695.126221
	Iteration 3Q: 3 clusters Score -24736.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24743.078125 Penalty: 2695.126221
	Iteration 4Q: 3 clusters Score -24743.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24743.078125 Penalty: 2695.126221
	Iteration 5F: 3 clusters Score -24743.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Entering Unmasked Estep 
Score: -23090128.000000 Penalty: 2980.583740
	Iteration 0F: 2 clusters Score -2.309013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -22984204.000000 Penalty: 5961.167480
	Iteration 0F: 3 clusters Score -2.29842e+07 nChanged 79216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81988 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -23029702.000000 Penalty: 5961.167480
	Iteration 1F: 3 clusters Score -2.30297e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81091 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -23030440.000000 Penalty: 5961.167480
	Iteration 2Q: 3 clusters Score -2.303044e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -23031036.000000 Penalty: 5961.167480
	Iteration 3Q: 3 clusters Score -2.303104e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77644 members 
Mstep: Class 2 contains 88147 members 
Entering Unmasked Estep 
Score: -23031882.000000 Penalty: 5961.167480
	Iteration 4Q: 3 clusters Score -2.303188e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -23033474.000000 Penalty: 5961.167480
	Iteration 5Q: 3 clusters Score -2.303347e+07 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 95939 members 
Entering Unmasked Estep 
Score: -23035888.000000 Penalty: 5961.167480
	Iteration 6Q: 3 clusters Score -2.303589e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63122 members 
Mstep: Class 2 contains 102669 members 
Entering Unmasked Estep 
Score: -23040928.000000 Penalty: 5961.167480
	Iteration 7F: 3 clusters Score -2.304093e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 111579 members 
Entering Unmasked Estep 
Score: -23048610.000000 Penalty: 5961.167480
	Iteration 8F: 3 clusters Score -2.304861e+07 nChanged 12492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 121957 members 
Entering Unmasked Estep 
Score: -23058918.000000 Penalty: 5961.167480
	Iteration 9F: 3 clusters Score -2.305892e+07 nChanged 11636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 131363 members 
Entering Unmasked Estep 
Score: -23069256.000000 Penalty: 5961.167480
	Iteration 10F: 3 clusters Score -2.306926e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 138160 members 
Entering Unmasked Estep 
Score: -23076746.000000 Penalty: 5961.167480
	Iteration 11F: 3 clusters Score -2.307675e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 142724 members 
Entering Unmasked Estep 
Score: -23081214.000000 Penalty: 5961.167480
	Iteration 12Q: 3 clusters Score -2.308121e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 146011 members 
Entering Unmasked Estep 
Score: -23083958.000000 Penalty: 5961.167480
	Iteration 13Q: 3 clusters Score -2.308396e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -23085792.000000 Penalty: 5961.167480
	Iteration 14Q: 3 clusters Score -2.308579e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -23087234.000000 Penalty: 5961.167480
	Iteration 15Q: 3 clusters Score -2.308723e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 153221 members 
Entering Unmasked Estep 
Score: -23088378.000000 Penalty: 5961.167480
	Iteration 16Q: 3 clusters Score -2.308838e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 155033 members 
Entering Unmasked Estep 
Score: -23089062.000000 Penalty: 5961.167480
	Iteration 17Q: 3 clusters Score -2.308906e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 156614 members 
Entering Unmasked Estep 
Score: -23089670.000000 Penalty: 5961.167480
	Iteration 18Q: 3 clusters Score -2.308967e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 157987 members 
Entering Unmasked Estep 
Score: -23089838.000000 Penalty: 5961.167480
	Iteration 19Q: 3 clusters Score -2.308984e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 159106 members 
Entering Unmasked Estep 
Score: -23089796.000000 Penalty: 5961.167480
	Iteration 20F: 3 clusters Score -2.30898e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -23089652.000000 Penalty: 5961.167480
	Iteration 21Q: 3 clusters Score -2.308965e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 160729 members 
Entering Unmasked Estep 
Score: -23089508.000000 Penalty: 5961.167480
	Iteration 22Q: 3 clusters Score -2.308951e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 161354 members 
Entering Unmasked Estep 
Score: -23089398.000000 Penalty: 5961.167480
	Iteration 23Q: 3 clusters Score -2.30894e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 161870 members 
Entering Unmasked Estep 
Score: -23089314.000000 Penalty: 5961.167480
	Iteration 24Q: 3 clusters Score -2.308931e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 162274 members 
Entering Unmasked Estep 
Score: -23089222.000000 Penalty: 5961.167480
	Iteration 25Q: 3 clusters Score -2.308922e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -23089154.000000 Penalty: 5961.167480
	Iteration 26Q: 3 clusters Score -2.308915e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -23089038.000000 Penalty: 5961.167480
	Iteration 27Q: 3 clusters Score -2.308904e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 163084 members 
Entering Unmasked Estep 
Score: -23088888.000000 Penalty: 5961.167480
	Iteration 28Q: 3 clusters Score -2.308889e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 163274 members 
Entering Unmasked Estep 
Score: -23088790.000000 Penalty: 5961.167480
	Iteration 29Q: 3 clusters Score -2.308879e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -23088776.000000 Penalty: 5961.167480
	Iteration 30Q: 3 clusters Score -2.308878e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 163554 members 
Entering Unmasked Estep 
Score: -23088722.000000 Penalty: 5961.167480
	Iteration 31Q: 3 clusters Score -2.308872e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 163664 members 
Entering Unmasked Estep 
Score: -23088644.000000 Penalty: 5961.167480
	Iteration 32Q: 3 clusters Score -2.308864e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 163764 members 
Entering Unmasked Estep 
Score: -23088586.000000 Penalty: 5961.167480
	Iteration 33Q: 3 clusters Score -2.308859e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 163872 members 
Entering Unmasked Estep 
Score: -23088560.000000 Penalty: 5961.167480
	Iteration 34Q: 3 clusters Score -2.308856e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 163961 members 
Entering Unmasked Estep 
Score: -23088546.000000 Penalty: 5961.167480
	Iteration 35Q: 3 clusters Score -2.308855e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -23088528.000000 Penalty: 5961.167480
	Iteration 36Q: 3 clusters Score -2.308853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 164072 members 
Entering Unmasked Estep 
Score: -23088522.000000 Penalty: 5961.167480
	Iteration 37Q: 3 clusters Score -2.308852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 164117 members 
Entering Unmasked Estep 
Score: -23088506.000000 Penalty: 5961.167480
	Iteration 38Q: 3 clusters Score -2.308851e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 164165 members 
Entering Unmasked Estep 
Score: -23088490.000000 Penalty: 5961.167480
	Iteration 39Q: 3 clusters Score -2.308849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -23088468.000000 Penalty: 5961.167480
	Iteration 40F: 3 clusters Score -2.308847e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 164234 members 
Entering Unmasked Estep 
Score: -23088438.000000 Penalty: 5961.167480
	Iteration 41Q: 3 clusters Score -2.308844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -23088434.000000 Penalty: 5961.167480
	Iteration 42Q: 3 clusters Score -2.308843e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 164300 members 
Entering Unmasked Estep 
Score: -23088428.000000 Penalty: 5961.167480
	Iteration 43Q: 3 clusters Score -2.308843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -23088444.000000 Penalty: 5961.167480
	Iteration 44Q: 3 clusters Score -2.308844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -23088428.000000 Penalty: 5961.167480
	Iteration 45Q: 3 clusters Score -2.308843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -23088436.000000 Penalty: 5961.167480
	Iteration 46Q: 3 clusters Score -2.308844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -23088422.000000 Penalty: 5961.167480
	Iteration 47Q: 3 clusters Score -2.308842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -23088412.000000 Penalty: 5961.167480
	Iteration 48Q: 3 clusters Score -2.308841e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 164411 members 
Entering Unmasked Estep 
Score: -23088416.000000 Penalty: 5961.167480
	Iteration 49Q: 3 clusters Score -2.308842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 164422 members 
Entering Unmasked Estep 
Score: -23088416.000000 Penalty: 5961.167480
	Iteration 50Q: 3 clusters Score -2.308842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 164424 members 
Entering Unmasked Estep 
Score: -23088408.000000 Penalty: 5961.167480
	Iteration 51Q: 3 clusters Score -2.308841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 164426 members 
Entering Unmasked Estep 
Score: -23088414.000000 Penalty: 5961.167480
	Iteration 52Q: 3 clusters Score -2.308841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 164431 members 
Entering Unmasked Estep 
Score: -23088414.000000 Penalty: 5961.167480
	Iteration 53Q: 3 clusters Score -2.308841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 164435 members 
Entering Unmasked Estep 
Score: -23088414.000000 Penalty: 5961.167480
	Iteration 54Q: 3 clusters Score -2.308841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 164438 members 
Entering Unmasked Estep 
Score: -23088404.000000 Penalty: 5961.167480
	Iteration 55Q: 3 clusters Score -2.30884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 164438 members 
Entering Unmasked Estep 
Score: -23088418.000000 Penalty: 5961.167480
	Iteration 56Q: 3 clusters Score -2.308842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -23088410.000000 Penalty: 5961.167480
	Iteration 57Q: 3 clusters Score -2.308841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -23088404.000000 Penalty: 5961.167480
	Iteration 58Q: 3 clusters Score -2.30884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -23088406.000000 Penalty: 5961.167480
	Iteration 59Q: 3 clusters Score -2.308841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 164445 members 
Entering Unmasked Estep 
Score: -23088418.000000 Penalty: 5961.167480
	Iteration 60F: 3 clusters Score -2.308842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -23088410.000000 Penalty: 5961.167480
	Iteration 61Q: 3 clusters Score -2.308841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 164446 members 
Entering Unmasked Estep 
Score: -23088410.000000 Penalty: 5961.167480
	Iteration 62F: 3 clusters Score -2.308841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Entering Unmasked Estep 
Score: -82794.039062 Penalty: 1610.075562
	Iteration 0F: 2 clusters Score -82794.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -81138.867188 Penalty: 3220.151123
	Iteration 0F: 3 clusters Score -81138.87 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81354.132812 Penalty: 3220.151123
	Iteration 1F: 3 clusters Score -81354.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81414.273438 Penalty: 3220.151123
	Iteration 2Q: 3 clusters Score -81414.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81448.703125 Penalty: 3220.151123
	Iteration 3Q: 3 clusters Score -81448.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81463.242188 Penalty: 3220.151123
	Iteration 4Q: 3 clusters Score -81463.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81471.898438 Penalty: 3220.151123
	Iteration 5Q: 3 clusters Score -81471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -81476.718750 Penalty: 3220.151123
	Iteration 6Q: 3 clusters Score -81476.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81478.554688 Penalty: 3220.151123
	Iteration 7Q: 3 clusters Score -81478.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81481.789062 Penalty: 3220.151123
	Iteration 8Q: 3 clusters Score -81481.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81484.507812 Penalty: 3220.151123
	Iteration 9Q: 3 clusters Score -81484.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81487.500000 Penalty: 3220.151123
	Iteration 10Q: 3 clusters Score -81487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81487.500000 Penalty: 3220.151123
	Iteration 11F: 3 clusters Score -81487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Entering Unmasked Estep 
Score: -3778686.250000 Penalty: 2527.050049
	Iteration 0F: 2 clusters Score -3778686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3760331.250000 Penalty: 5054.100098
	Iteration 0F: 3 clusters Score -3760331 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3766800.750000 Penalty: 5054.100098
	Iteration 1F: 3 clusters Score -3766801 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3767430.750000 Penalty: 5054.100098
	Iteration 2F: 3 clusters Score -3767431 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3768193.250000 Penalty: 5054.100098
	Iteration 3F: 3 clusters Score -3768193 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3769215.500000 Penalty: 5054.100098
	Iteration 4F: 3 clusters Score -3769216 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3770609.500000 Penalty: 5054.100098
	Iteration 5F: 3 clusters Score -3770610 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -3772258.750000 Penalty: 5054.100098
	Iteration 6F: 3 clusters Score -3772259 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3773831.250000 Penalty: 5054.100098
	Iteration 7F: 3 clusters Score -3773831 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3774979.500000 Penalty: 5054.100098
	Iteration 8Q: 3 clusters Score -3774980 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3775658.000000 Penalty: 5054.100098
	Iteration 9Q: 3 clusters Score -3775658 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -3776011.750000 Penalty: 5054.100098
	Iteration 10Q: 3 clusters Score -3776012 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3776210.500000 Penalty: 5054.100098
	Iteration 11Q: 3 clusters Score -3776210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3776336.000000 Penalty: 5054.100098
	Iteration 12Q: 3 clusters Score -3776336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3776399.750000 Penalty: 5054.100098
	Iteration 13Q: 3 clusters Score -3776400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3776420.000000 Penalty: 5054.100098
	Iteration 14Q: 3 clusters Score -3776420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3776437.000000 Penalty: 5054.100098
	Iteration 15Q: 3 clusters Score -3776437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -3776455.500000 Penalty: 5054.100098
	Iteration 16Q: 3 clusters Score -3776456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3776468.250000 Penalty: 5054.100098
	Iteration 17Q: 3 clusters Score -3776468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3776482.250000 Penalty: 5054.100098
	Iteration 18Q: 3 clusters Score -3776482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -3776486.500000 Penalty: 5054.100098
	Iteration 19Q: 3 clusters Score -3776486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3776488.250000 Penalty: 5054.100098
	Iteration 20F: 3 clusters Score -3776488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3776487.250000 Penalty: 5054.100098
	Iteration 21Q: 3 clusters Score -3776487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3776488.250000 Penalty: 5054.100098
	Iteration 22Q: 3 clusters Score -3776488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -3776488.250000 Penalty: 5054.100098
	Iteration 23F: 3 clusters Score -3776488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152555 members 
Entering Unmasked Estep 
Score: -21285216.000000 Penalty: 2959.949707
	Iteration 0F: 2 clusters Score -2.128522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -21185466.000000 Penalty: 5919.899414
	Iteration 0F: 3 clusters Score -2.118547e+07 nChanged 73209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
Score: -21228578.000000 Penalty: 5919.899414
	Iteration 1F: 3 clusters Score -2.122858e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -21230382.000000 Penalty: 5919.899414
	Iteration 2Q: 3 clusters Score -2.123038e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 85026 members 
Entering Unmasked Estep 
Score: -21233092.000000 Penalty: 5919.899414
	Iteration 3Q: 3 clusters Score -2.123309e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63560 members 
Mstep: Class 2 contains 88995 members 
Entering Unmasked Estep 
Score: -21237040.000000 Penalty: 5919.899414
	Iteration 4Q: 3 clusters Score -2.123704e+07 nChanged 7852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -21242122.000000 Penalty: 5919.899414
	Iteration 5F: 3 clusters Score -2.124212e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -21247982.000000 Penalty: 5919.899414
	Iteration 6F: 3 clusters Score -2.124798e+07 nChanged 8821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -21254398.000000 Penalty: 5919.899414
	Iteration 7F: 3 clusters Score -2.12544e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 110306 members 
Entering Unmasked Estep 
Score: -21260152.000000 Penalty: 5919.899414
	Iteration 8F: 3 clusters Score -2.126015e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 113854 members 
Entering Unmasked Estep 
Score: -21264928.000000 Penalty: 5919.899414
	Iteration 9Q: 3 clusters Score -2.126493e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -21267852.000000 Penalty: 5919.899414
	Iteration 10Q: 3 clusters Score -2.126785e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -21269424.000000 Penalty: 5919.899414
	Iteration 11Q: 3 clusters Score -2.126942e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 120822 members 
Entering Unmasked Estep 
Score: -21270396.000000 Penalty: 5919.899414
	Iteration 12Q: 3 clusters Score -2.12704e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -21271220.000000 Penalty: 5919.899414
	Iteration 13Q: 3 clusters Score -2.127122e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 124908 members 
Entering Unmasked Estep 
Score: -21271860.000000 Penalty: 5919.899414
	Iteration 14Q: 3 clusters Score -2.127186e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 126942 members 
Entering Unmasked Estep 
Score: -21272640.000000 Penalty: 5919.899414
	Iteration 15Q: 3 clusters Score -2.127264e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 128978 members 
Entering Unmasked Estep 
Score: -21273432.000000 Penalty: 5919.899414
	Iteration 16Q: 3 clusters Score -2.127343e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 131063 members 
Entering Unmasked Estep 
Score: -21274146.000000 Penalty: 5919.899414
	Iteration 17Q: 3 clusters Score -2.127415e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 133167 members 
Entering Unmasked Estep 
Score: -21275014.000000 Penalty: 5919.899414
	Iteration 18Q: 3 clusters Score -2.127501e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -21275930.000000 Penalty: 5919.899414
	Iteration 19Q: 3 clusters Score -2.127593e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -21276850.000000 Penalty: 5919.899414
	Iteration 20F: 3 clusters Score -2.127685e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 139573 members 
Entering Unmasked Estep 
Score: -21277910.000000 Penalty: 5919.899414
	Iteration 21Q: 3 clusters Score -2.127791e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 141568 members 
Entering Unmasked Estep 
Score: -21278988.000000 Penalty: 5919.899414
	Iteration 22Q: 3 clusters Score -2.127899e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 143380 members 
Entering Unmasked Estep 
Score: -21279828.000000 Penalty: 5919.899414
	Iteration 23Q: 3 clusters Score -2.127983e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 145026 members 
Entering Unmasked Estep 
Score: -21280472.000000 Penalty: 5919.899414
	Iteration 24Q: 3 clusters Score -2.128047e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 146313 members 
Entering Unmasked Estep 
Score: -21280990.000000 Penalty: 5919.899414
	Iteration 25Q: 3 clusters Score -2.128099e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 147427 members 
Entering Unmasked Estep 
Score: -21281450.000000 Penalty: 5919.899414
	Iteration 26Q: 3 clusters Score -2.128145e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -21281708.000000 Penalty: 5919.899414
	Iteration 27Q: 3 clusters Score -2.128171e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -21282006.000000 Penalty: 5919.899414
	Iteration 28Q: 3 clusters Score -2.128201e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -21282182.000000 Penalty: 5919.899414
	Iteration 29Q: 3 clusters Score -2.128218e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -21282350.000000 Penalty: 5919.899414
	Iteration 30Q: 3 clusters Score -2.128235e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 150292 members 
Entering Unmasked Estep 
Score: -21282470.000000 Penalty: 5919.899414
	Iteration 31Q: 3 clusters Score -2.128247e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -21282524.000000 Penalty: 5919.899414
	Iteration 32Q: 3 clusters Score -2.128252e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 150720 members 
Entering Unmasked Estep 
Score: -21282590.000000 Penalty: 5919.899414
	Iteration 33Q: 3 clusters Score -2.128259e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -21282640.000000 Penalty: 5919.899414
	Iteration 34Q: 3 clusters Score -2.128264e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 151017 members 
Entering Unmasked Estep 
Score: -21282678.000000 Penalty: 5919.899414
	Iteration 35Q: 3 clusters Score -2.128268e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 151124 members 
Entering Unmasked Estep 
Score: -21282718.000000 Penalty: 5919.899414
	Iteration 36Q: 3 clusters Score -2.128272e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 151203 members 
Entering Unmasked Estep 
Score: -21282708.000000 Penalty: 5919.899414
	Iteration 37Q: 3 clusters Score -2.128271e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -21282768.000000 Penalty: 5919.899414
	Iteration 38Q: 3 clusters Score -2.128277e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 151324 members 
Entering Unmasked Estep 
Score: -21282820.000000 Penalty: 5919.899414
	Iteration 39Q: 3 clusters Score -2.128282e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 151377 members 
Entering Unmasked Estep 
Score: -21282840.000000 Penalty: 5919.899414
	Iteration 40F: 3 clusters Score -2.128284e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -21282832.000000 Penalty: 5919.899414
	Iteration 41Q: 3 clusters Score -2.128283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 151431 members 
Entering Unmasked Estep 
Score: -21282816.000000 Penalty: 5919.899414
	Iteration 42Q: 3 clusters Score -2.128282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 151456 members 
Entering Unmasked Estep 
Score: -21282832.000000 Penalty: 5919.899414
	Iteration 43Q: 3 clusters Score -2.128283e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 151479 members 
Entering Unmasked Estep 
Score: -21282846.000000 Penalty: 5919.899414
	Iteration 44Q: 3 clusters Score -2.128285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 151496 members 
Entering Unmasked Estep 
Score: -21282838.000000 Penalty: 5919.899414
	Iteration 45Q: 3 clusters Score -2.128284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 151516 members 
Entering Unmasked Estep 
Score: -21282850.000000 Penalty: 5919.899414
	Iteration 46Q: 3 clusters Score -2.128285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -21282866.000000 Penalty: 5919.899414
	Iteration 47Q: 3 clusters Score -2.128287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 151532 members 
Entering Unmasked Estep 
Score: -21282866.000000 Penalty: 5919.899414
	Iteration 48Q: 3 clusters Score -2.128287e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 151541 members 
Entering Unmasked Estep 
Score: -21282852.000000 Penalty: 5919.899414
	Iteration 49Q: 3 clusters Score -2.128285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 151549 members 
Entering Unmasked Estep 
Score: -21282856.000000 Penalty: 5919.899414
	Iteration 50Q: 3 clusters Score -2.128286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 151553 members 
Entering Unmasked Estep 
Score: -21282870.000000 Penalty: 5919.899414
	Iteration 51Q: 3 clusters Score -2.128287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -21282878.000000 Penalty: 5919.899414
	Iteration 52Q: 3 clusters Score -2.128288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 151557 members 
Entering Unmasked Estep 
Score: -21282852.000000 Penalty: 5919.899414
	Iteration 53Q: 3 clusters Score -2.128285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -21282864.000000 Penalty: 5919.899414
	Iteration 54Q: 3 clusters Score -2.128286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 151562 members 
Entering Unmasked Estep 
Score: -21282876.000000 Penalty: 5919.899414
	Iteration 55Q: 3 clusters Score -2.128288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 151566 members 
Entering Unmasked Estep 
Score: -21282862.000000 Penalty: 5919.899414
	Iteration 56Q: 3 clusters Score -2.128286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 151570 members 
Entering Unmasked Estep 
Score: -21282852.000000 Penalty: 5919.899414
	Iteration 57Q: 3 clusters Score -2.128285e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 151571 members 
Entering Unmasked Estep 
Score: -21282846.000000 Penalty: 5919.899414
	Iteration 58Q: 3 clusters Score -2.128285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -21282854.000000 Penalty: 5919.899414
	Iteration 59Q: 3 clusters Score -2.128285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 151575 members 
Entering Unmasked Estep 
Score: -21282860.000000 Penalty: 5919.899414
	Iteration 60F: 3 clusters Score -2.128286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -21282856.000000 Penalty: 5919.899414
	Iteration 61Q: 3 clusters Score -2.128286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -21282860.000000 Penalty: 5919.899414
	Iteration 62Q: 3 clusters Score -2.128286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -21282874.000000 Penalty: 5919.899414
	Iteration 63Q: 3 clusters Score -2.128287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -21282870.000000 Penalty: 5919.899414
	Iteration 64Q: 3 clusters Score -2.128287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -21282870.000000 Penalty: 5919.899414
	Iteration 65F: 3 clusters Score -2.128287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Entering Unmasked Estep 
Score: -38162.410156 Penalty: 1438.175049
	Iteration 0F: 2 clusters Score -38162.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36848.628906 Penalty: 2876.350098
	Iteration 0F: 3 clusters Score -36848.63 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37255.929688 Penalty: 2876.350098
	Iteration 1F: 3 clusters Score -37255.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37404.878906 Penalty: 2876.350098
	Iteration 2F: 3 clusters Score -37404.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37512.105469 Penalty: 2876.350098
	Iteration 3F: 3 clusters Score -37512.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37634.343750 Penalty: 2876.350098
	Iteration 4F: 3 clusters Score -37634.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37676.558594 Penalty: 2876.350098
	Iteration 5Q: 3 clusters Score -37676.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37700.566406 Penalty: 2876.350098
	Iteration 6Q: 3 clusters Score -37700.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37715.234375 Penalty: 2876.350098
	Iteration 7Q: 3 clusters Score -37715.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37758.171875 Penalty: 2876.350098
	Iteration 8Q: 3 clusters Score -37758.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -37792.687500 Penalty: 2876.350098
	Iteration 9Q: 3 clusters Score -37792.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37863.718750 Penalty: 2876.350098
	Iteration 10Q: 3 clusters Score -37863.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37863.718750 Penalty: 2876.350098
	Iteration 11F: 3 clusters Score -37863.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Entering Unmasked Estep 
Score: -60331.148438 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -60331.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -58826.457031 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -58826.46 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -59065.421875 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -59065.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -59140.078125 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -59140.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -59160.765625 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -59160.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59172.277344 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -59172.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59175.570312 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -59175.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -59175.570312 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -59175.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Entering Unmasked Estep 
Score: -2075156.625000 Penalty: 2378.712158
	Iteration 0F: 2 clusters Score -2075157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2064465.750000 Penalty: 4757.424316
	Iteration 0F: 3 clusters Score -2064466 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2067768.750000 Penalty: 4757.424316
	Iteration 1F: 3 clusters Score -2067769 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2068090.875000 Penalty: 4757.424316
	Iteration 2F: 3 clusters Score -2068091 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2068347.375000 Penalty: 4757.424316
	Iteration 3Q: 3 clusters Score -2068347 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2068544.875000 Penalty: 4757.424316
	Iteration 4Q: 3 clusters Score -2068545 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2068723.250000 Penalty: 4757.424316
	Iteration 5Q: 3 clusters Score -2068723 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2068913.625000 Penalty: 4757.424316
	Iteration 6Q: 3 clusters Score -2068914 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2069126.375000 Penalty: 4757.424316
	Iteration 7Q: 3 clusters Score -2069126 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2069406.125000 Penalty: 4757.424316
	Iteration 8Q: 3 clusters Score -2069406 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2069841.250000 Penalty: 4757.424316
	Iteration 9Q: 3 clusters Score -2069841 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2070439.500000 Penalty: 4757.424316
	Iteration 10F: 3 clusters Score -2070440 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2071107.875000 Penalty: 4757.424316
	Iteration 11F: 3 clusters Score -2071108 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2071704.250000 Penalty: 4757.424316
	Iteration 12F: 3 clusters Score -2071704 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2072196.250000 Penalty: 4757.424316
	Iteration 13Q: 3 clusters Score -2072196 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2072527.750000 Penalty: 4757.424316
	Iteration 14Q: 3 clusters Score -2072528 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2072749.625000 Penalty: 4757.424316
	Iteration 15Q: 3 clusters Score -2072750 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2072909.875000 Penalty: 4757.424316
	Iteration 16Q: 3 clusters Score -2072910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2073022.625000 Penalty: 4757.424316
	Iteration 17Q: 3 clusters Score -2073023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2073090.625000 Penalty: 4757.424316
	Iteration 18Q: 3 clusters Score -2073091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2073128.125000 Penalty: 4757.424316
	Iteration 19Q: 3 clusters Score -2073128 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2073156.625000 Penalty: 4757.424316
	Iteration 20F: 3 clusters Score -2073157 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2073182.375000 Penalty: 4757.424316
	Iteration 21Q: 3 clusters Score -2073182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2073190.000000 Penalty: 4757.424316
	Iteration 22Q: 3 clusters Score -2073190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2073192.500000 Penalty: 4757.424316
	Iteration 23Q: 3 clusters Score -2073192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2073195.250000 Penalty: 4757.424316
	Iteration 24Q: 3 clusters Score -2073195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2073195.875000 Penalty: 4757.424316
	Iteration 25Q: 3 clusters Score -2073196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2073196.750000 Penalty: 4757.424316
	Iteration 26Q: 3 clusters Score -2073197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2073197.625000 Penalty: 4757.424316
	Iteration 27Q: 3 clusters Score -2073198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2073198.875000 Penalty: 4757.424316
	Iteration 28Q: 3 clusters Score -2073199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -2073198.875000 Penalty: 4757.424316
	Iteration 29F: 3 clusters Score -2073199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Entering Unmasked Estep 
Score: -2888583.750000 Penalty: 2460.842041
	Iteration 0F: 2 clusters Score -2888584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2874249.000000 Penalty: 4921.684082
	Iteration 0F: 3 clusters Score -2874249 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2879039.750000 Penalty: 4921.684082
	Iteration 1F: 3 clusters Score -2879040 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2879442.250000 Penalty: 4921.684082
	Iteration 2F: 3 clusters Score -2879442 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2879794.000000 Penalty: 4921.684082
	Iteration 3Q: 3 clusters Score -2879794 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2880168.500000 Penalty: 4921.684082
	Iteration 4Q: 3 clusters Score -2880168 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2880542.000000 Penalty: 4921.684082
	Iteration 5Q: 3 clusters Score -2880542 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2881019.250000 Penalty: 4921.684082
	Iteration 6Q: 3 clusters Score -2881019 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2881592.000000 Penalty: 4921.684082
	Iteration 7Q: 3 clusters Score -2881592 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -2882375.750000 Penalty: 4921.684082
	Iteration 8F: 3 clusters Score -2882376 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2883157.750000 Penalty: 4921.684082
	Iteration 9F: 3 clusters Score -2883158 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2883787.500000 Penalty: 4921.684082
	Iteration 10Q: 3 clusters Score -2883788 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2884176.500000 Penalty: 4921.684082
	Iteration 11Q: 3 clusters Score -2884176 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2884457.000000 Penalty: 4921.684082
	Iteration 12Q: 3 clusters Score -2884457 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2884626.500000 Penalty: 4921.684082
	Iteration 13Q: 3 clusters Score -2884626 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2884791.000000 Penalty: 4921.684082
	Iteration 14Q: 3 clusters Score -2884791 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2884947.750000 Penalty: 4921.684082
	Iteration 15Q: 3 clusters Score -2884948 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2885102.500000 Penalty: 4921.684082
	Iteration 16Q: 3 clusters Score -2885102 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2885260.250000 Penalty: 4921.684082
	Iteration 17Q: 3 clusters Score -2885260 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2885399.250000 Penalty: 4921.684082
	Iteration 18Q: 3 clusters Score -2885399 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2885544.000000 Penalty: 4921.684082
	Iteration 19Q: 3 clusters Score -2885544 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2885679.500000 Penalty: 4921.684082
	Iteration 20F: 3 clusters Score -2885680 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2885781.250000 Penalty: 4921.684082
	Iteration 21Q: 3 clusters Score -2885781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2885898.500000 Penalty: 4921.684082
	Iteration 22Q: 3 clusters Score -2885898 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2885990.500000 Penalty: 4921.684082
	Iteration 23Q: 3 clusters Score -2885990 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2886064.750000 Penalty: 4921.684082
	Iteration 24Q: 3 clusters Score -2886065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2886133.250000 Penalty: 4921.684082
	Iteration 25Q: 3 clusters Score -2886133 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2886190.000000 Penalty: 4921.684082
	Iteration 26Q: 3 clusters Score -2886190 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2886233.500000 Penalty: 4921.684082
	Iteration 27Q: 3 clusters Score -2886234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2886276.500000 Penalty: 4921.684082
	Iteration 28Q: 3 clusters Score -2886276 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2886319.250000 Penalty: 4921.684082
	Iteration 29Q: 3 clusters Score -2886319 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2886359.000000 Penalty: 4921.684082
	Iteration 30Q: 3 clusters Score -2886359 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2886389.750000 Penalty: 4921.684082
	Iteration 31Q: 3 clusters Score -2886390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2886420.250000 Penalty: 4921.684082
	Iteration 32Q: 3 clusters Score -2886420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2886442.750000 Penalty: 4921.684082
	Iteration 33Q: 3 clusters Score -2886443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2886457.500000 Penalty: 4921.684082
	Iteration 34Q: 3 clusters Score -2886458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2886469.000000 Penalty: 4921.684082
	Iteration 35Q: 3 clusters Score -2886469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2886480.750000 Penalty: 4921.684082
	Iteration 36Q: 3 clusters Score -2886481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2886488.000000 Penalty: 4921.684082
	Iteration 37Q: 3 clusters Score -2886488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -2886498.250000 Penalty: 4921.684082
	Iteration 38Q: 3 clusters Score -2886498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2886503.750000 Penalty: 4921.684082
	Iteration 39Q: 3 clusters Score -2886504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2886516.250000 Penalty: 4921.684082
	Iteration 40F: 3 clusters Score -2886516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2886520.000000 Penalty: 4921.684082
	Iteration 41Q: 3 clusters Score -2886520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2886523.000000 Penalty: 4921.684082
	Iteration 42Q: 3 clusters Score -2886523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2886526.750000 Penalty: 4921.684082
	Iteration 43Q: 3 clusters Score -2886527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2886529.250000 Penalty: 4921.684082
	Iteration 44Q: 3 clusters Score -2886529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2886526.750000 Penalty: 4921.684082
	Iteration 45Q: 3 clusters Score -2886527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2886534.000000 Penalty: 4921.684082
	Iteration 46Q: 3 clusters Score -2886534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2886534.250000 Penalty: 4921.684082
	Iteration 47Q: 3 clusters Score -2886534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2886536.500000 Penalty: 4921.684082
	Iteration 48Q: 3 clusters Score -2886536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2886533.000000 Penalty: 4921.684082
	Iteration 49Q: 3 clusters Score -2886533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2886534.000000 Penalty: 4921.684082
	Iteration 50Q: 3 clusters Score -2886534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2886531.500000 Penalty: 4921.684082
	Iteration 51Q: 3 clusters Score -2886532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2886531.500000 Penalty: 4921.684082
	Iteration 52F: 3 clusters Score -2886532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -286884.750000 Penalty: 1895.107910
	Iteration 0F: 2 clusters Score -286884.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -284194.312500 Penalty: 3790.215820
	Iteration 0F: 3 clusters Score -284194.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -284643.625000 Penalty: 3790.215820
	Iteration 1F: 3 clusters Score -284643.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -284755.156250 Penalty: 3790.215820
	Iteration 2F: 3 clusters Score -284755.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -284806.406250 Penalty: 3790.215820
	Iteration 3Q: 3 clusters Score -284806.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -284845.937500 Penalty: 3790.215820
	Iteration 4Q: 3 clusters Score -284845.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -284875.093750 Penalty: 3790.215820
	Iteration 5Q: 3 clusters Score -284875.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -284891.625000 Penalty: 3790.215820
	Iteration 6Q: 3 clusters Score -284891.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284901.093750 Penalty: 3790.215820
	Iteration 7Q: 3 clusters Score -284901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284905.156250 Penalty: 3790.215820
	Iteration 8Q: 3 clusters Score -284905.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284910.843750 Penalty: 3790.215820
	Iteration 9Q: 3 clusters Score -284910.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284914.250000 Penalty: 3790.215820
	Iteration 10Q: 3 clusters Score -284914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284915.593750 Penalty: 3790.215820
	Iteration 11Q: 3 clusters Score -284915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284916.656250 Penalty: 3790.215820
	Iteration 12Q: 3 clusters Score -284916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -284916.656250 Penalty: 3790.215820
	Iteration 13F: 3 clusters Score -284916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Entering Unmasked Estep 
Score: -4320839.000000 Penalty: 2560.459229
	Iteration 0F: 2 clusters Score -4320839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -4299961.500000 Penalty: 5120.918457
	Iteration 0F: 3 clusters Score -4299962 nChanged 13727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4307564.000000 Penalty: 5120.918457
	Iteration 1F: 3 clusters Score -4307564 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4308185.000000 Penalty: 5120.918457
	Iteration 2F: 3 clusters Score -4308185 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4308932.000000 Penalty: 5120.918457
	Iteration 3Q: 3 clusters Score -4308932 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -4309857.500000 Penalty: 5120.918457
	Iteration 4F: 3 clusters Score -4309858 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4311094.500000 Penalty: 5120.918457
	Iteration 5F: 3 clusters Score -4311094 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4312613.000000 Penalty: 5120.918457
	Iteration 6F: 3 clusters Score -4312613 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4314465.500000 Penalty: 5120.918457
	Iteration 7F: 3 clusters Score -4314466 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4316200.500000 Penalty: 5120.918457
	Iteration 8F: 3 clusters Score -4316200 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4317359.000000 Penalty: 5120.918457
	Iteration 9Q: 3 clusters Score -4317359 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4317988.000000 Penalty: 5120.918457
	Iteration 10Q: 3 clusters Score -4317988 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4318277.500000 Penalty: 5120.918457
	Iteration 11Q: 3 clusters Score -4318278 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4318416.000000 Penalty: 5120.918457
	Iteration 12Q: 3 clusters Score -4318416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4318472.000000 Penalty: 5120.918457
	Iteration 13Q: 3 clusters Score -4318472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4318516.500000 Penalty: 5120.918457
	Iteration 14Q: 3 clusters Score -4318516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4318547.500000 Penalty: 5120.918457
	Iteration 15Q: 3 clusters Score -4318548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4318570.000000 Penalty: 5120.918457
	Iteration 16Q: 3 clusters Score -4318570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4318579.000000 Penalty: 5120.918457
	Iteration 17Q: 3 clusters Score -4318579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4318594.500000 Penalty: 5120.918457
	Iteration 18Q: 3 clusters Score -4318594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4318603.500000 Penalty: 5120.918457
	Iteration 19Q: 3 clusters Score -4318604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4318612.500000 Penalty: 5120.918457
	Iteration 20F: 3 clusters Score -4318612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4318620.500000 Penalty: 5120.918457
	Iteration 21Q: 3 clusters Score -4318620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4318624.500000 Penalty: 5120.918457
	Iteration 22Q: 3 clusters Score -4318624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4318631.000000 Penalty: 5120.918457
	Iteration 23Q: 3 clusters Score -4318631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4318634.500000 Penalty: 5120.918457
	Iteration 24Q: 3 clusters Score -4318634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4318642.000000 Penalty: 5120.918457
	Iteration 25Q: 3 clusters Score -4318642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4318646.500000 Penalty: 5120.918457
	Iteration 26Q: 3 clusters Score -4318646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4318645.500000 Penalty: 5120.918457
	Iteration 27Q: 3 clusters Score -4318646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4318647.000000 Penalty: 5120.918457
	Iteration 28Q: 3 clusters Score -4318647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4318653.000000 Penalty: 5120.918457
	Iteration 29Q: 3 clusters Score -4318653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4318653.500000 Penalty: 5120.918457
	Iteration 30Q: 3 clusters Score -4318654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4318654.000000 Penalty: 5120.918457
	Iteration 31Q: 3 clusters Score -4318654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4318653.000000 Penalty: 5120.918457
	Iteration 32Q: 3 clusters Score -4318653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4318653.000000 Penalty: 5120.918457
	Iteration 33F: 3 clusters Score -4318653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -521041.281250 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -521041.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -517313.781250 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -517313.8 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -518105.593750 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -518105.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -518257.781250 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -518257.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -518340.125000 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -518340.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -518389.031250 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -518389 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518423.687500 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -518423.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -518443.406250 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -518443.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518456.593750 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -518456.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -518468.875000 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -518468.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -518477.531250 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -518477.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -518489.406250 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -518489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -518498.781250 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -518498.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -518506.875000 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -518506.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -518517.281250 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -518517.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -518522.093750 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -518522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -518526.531250 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -518526.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -518531.406250 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -518531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -518536.656250 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -518536.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -518540.468750 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -518540.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -518547.000000 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -518547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -518553.843750 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -518553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -518560.937500 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -518560.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -518566.906250 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -518566.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -518570.468750 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -518570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -518574.781250 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -518574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -518579.312500 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -518579.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -518581.125000 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -518581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -518583.093750 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -518583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -518587.000000 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -518587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -518592.812500 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -518592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -518594.406250 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -518594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -518596.968750 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -518597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -518599.156250 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -518599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -518601.656250 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -518601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -518602.468750 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -518602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -518604.718750 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -518604.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -518605.687500 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -518605.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -518605.250000 Penalty: 4085.920654
	Iteration 37Q: 3 clusters Score -518605.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -518605.250000 Penalty: 4085.920654
	Iteration 38F: 3 clusters Score -518605.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -184888.250000 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -184888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -182710.234375 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -182710.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -183064.218750 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -183064.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183249.843750 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -183249.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -183433.375000 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -183433.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -183570.468750 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -183570.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183705.687500 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -183705.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183821.000000 Penalty: 3590.650635
	Iteration 6F: 3 clusters Score -183821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183919.968750 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -183920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -183986.531250 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -183986.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -184041.453125 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -184041.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -184091.296875 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -184091.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -184131.609375 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -184131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -184150.703125 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -184150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -184158.937500 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -184158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -184163.687500 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -184163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -184165.562500 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -184165.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -184168.453125 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -184168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -184170.765625 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -184170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -184170.765625 Penalty: 3590.650635
	Iteration 18F: 3 clusters Score -184170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -127336.2 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 496 members 
Entering Unmasked Estep 
Score: -125371.984375 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -125372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -125763.531250 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -125763.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -125995.656250 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -125995.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -126332.710938 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -126332.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -126505.718750 Penalty: 3442.830322
	Iteration 4F: 3 clusters Score -126505.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126637.585938 Penalty: 3442.830322
	Iteration 5F: 3 clusters Score -126637.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -126725.507812 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -126725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -126791.203125 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -126791.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -126871.257812 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -126871.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -126924.148438 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -126924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126961.421875 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -126961.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126973.484375 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -126973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -126981.210938 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -126981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -126990.617188 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -126990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126991.710938 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -126991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -126991.710938 Penalty: 3442.830322
	Iteration 15F: 3 clusters Score -126991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Entering Unmasked Estep 
Score: -8443791.000000 Penalty: 2727.966064
	Iteration 0F: 2 clusters Score -8443791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -8403394.000000 Penalty: 5455.932129
	Iteration 0F: 3 clusters Score -8403394 nChanged 27861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8419407.000000 Penalty: 5455.932129
	Iteration 1F: 3 clusters Score -8419407 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -8420319.000000 Penalty: 5455.932129
	Iteration 2Q: 3 clusters Score -8420319 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -8421472.000000 Penalty: 5455.932129
	Iteration 3Q: 3 clusters Score -8421472 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -8422999.000000 Penalty: 5455.932129
	Iteration 4F: 3 clusters Score -8422999 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -8425048.000000 Penalty: 5455.932129
	Iteration 5F: 3 clusters Score -8425048 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -8428100.000000 Penalty: 5455.932129
	Iteration 6F: 3 clusters Score -8428100 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -8431972.000000 Penalty: 5455.932129
	Iteration 7F: 3 clusters Score -8431972 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -8434924.000000 Penalty: 5455.932129
	Iteration 8F: 3 clusters Score -8434924 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8436321.000000 Penalty: 5455.932129
	Iteration 9Q: 3 clusters Score -8436321 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -8436966.000000 Penalty: 5455.932129
	Iteration 10Q: 3 clusters Score -8436966 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8437339.000000 Penalty: 5455.932129
	Iteration 11Q: 3 clusters Score -8437339 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -8437646.000000 Penalty: 5455.932129
	Iteration 12Q: 3 clusters Score -8437646 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -8437993.000000 Penalty: 5455.932129
	Iteration 13Q: 3 clusters Score -8437993 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -8438323.000000 Penalty: 5455.932129
	Iteration 14Q: 3 clusters Score -8438323 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -8438695.000000 Penalty: 5455.932129
	Iteration 15Q: 3 clusters Score -8438695 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -8439220.000000 Penalty: 5455.932129
	Iteration 16Q: 3 clusters Score -8439220 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8439816.000000 Penalty: 5455.932129
	Iteration 17Q: 3 clusters Score -8439816 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -8440342.000000 Penalty: 5455.932129
	Iteration 18Q: 3 clusters Score -8440342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -8440723.000000 Penalty: 5455.932129
	Iteration 19Q: 3 clusters Score -8440723 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -8440968.000000 Penalty: 5455.932129
	Iteration 20F: 3 clusters Score -8440968 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8441072 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8441109 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8441165 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8441190 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8441215 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -8441228.000000 Penalty: 5455.932129
	Iteration 26Q: 3 clusters Score -8441228 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8441275.000000 Penalty: 5455.932129
	Iteration 27Q: 3 clusters Score -8441275 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -8441255.000000 Penalty: 5455.932129
	Iteration 28Q: 3 clusters Score -8441255 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -8441317.000000 Penalty: 5455.932129
	Iteration 29Q: 3 clusters Score -8441317 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -8441325.000000 Penalty: 5455.932129
	Iteration 30Q: 3 clusters Score -8441325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8441359.000000 Penalty: 5455.932129
	Iteration 31Q: 3 clusters Score -8441359 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -8441385.000000 Penalty: 5455.932129
	Iteration 32Q: 3 clusters Score -8441385 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -8441402.000000 Penalty: 5455.932129
	Iteration 33Q: 3 clusters Score -8441402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -8441407.000000 Penalty: 5455.932129
	Iteration 34Q: 3 clusters Score -8441407 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -8441434.000000 Penalty: 5455.932129
	Iteration 35Q: 3 clusters Score -8441434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8441445.000000 Penalty: 5455.932129
	Iteration 36Q: 3 clusters Score -8441445 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8441447.000000 Penalty: 5455.932129
	Iteration 37Q: 3 clusters Score -8441447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8441463.000000 Penalty: 5455.932129
	Iteration 38Q: 3 clusters Score -8441463 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -8441465.000000 Penalty: 5455.932129
	Iteration 39Q: 3 clusters Score -8441465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8441459.000000 Penalty: 5455.932129
	Iteration 40F: 3 clusters Score -8441459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8441467.000000 Penalty: 5455.932129
	Iteration 41Q: 3 clusters Score -8441467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -8441472.000000 Penalty: 5455.932129
	Iteration 42Q: 3 clusters Score -8441472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8441467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8441478.000000 Penalty: 5455.932129
	Iteration 44Q: 3 clusters Score -8441478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8441483.000000 Penalty: 5455.932129
	Iteration 45Q: 3 clusters Score -8441483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -8441479.000000 Penalty: 5455.932129
	Iteration 46Q: 3 clusters Score -8441479 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8441467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8441469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8441470.000000 Penalty: 5455.932129
	Iteration 49Q: 3 clusters Score -8441470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8441475.000000 Penalty: 5455.932129
	Iteration 50Q: 3 clusters Score -8441475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8441486.000000 Penalty: 5455.932129
	Iteration 51Q: 3 clusters Score -8441486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -8441473.000000 Penalty: 5455.932129
	Iteration 52Q: 3 clusters Score -8441473 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8441477.000000 Penalty: 5455.932129
	Iteration 53Q: 3 clusters Score -8441477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8441476.000000 Penalty: 5455.932129
	Iteration 54Q: 3 clusters Score -8441476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -8441471.000000 Penalty: 5455.932129
	Iteration 55Q: 3 clusters Score -8441471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -8441473.000000 Penalty: 5455.932129
	Iteration 56Q: 3 clusters Score -8441473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8441482.000000 Penalty: 5455.932129
	Iteration 57Q: 3 clusters Score -8441482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5455.932129
	Iteration 58Q: 3 clusters Score -8441495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5455.932129
	Iteration 59Q: 3 clusters Score -8441495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8441482.000000 Penalty: 5455.932129
	Iteration 60F: 3 clusters Score -8441482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -8441478.000000 Penalty: 5455.932129
	Iteration 61Q: 3 clusters Score -8441478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -8441479.000000 Penalty: 5455.932129
	Iteration 62Q: 3 clusters Score -8441479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -8441483.000000 Penalty: 5455.932129
	Iteration 63Q: 3 clusters Score -8441483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8441487.000000 Penalty: 5455.932129
	Iteration 64Q: 3 clusters Score -8441487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -8441486.000000 Penalty: 5455.932129
	Iteration 65Q: 3 clusters Score -8441486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8441475.000000 Penalty: 5455.932129
	Iteration 66Q: 3 clusters Score -8441475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8441483.000000 Penalty: 5455.932129
	Iteration 67Q: 3 clusters Score -8441483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8441487.000000 Penalty: 5455.932129
	Iteration 68Q: 3 clusters Score -8441487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8441494.000000 Penalty: 5455.932129
	Iteration 69Q: 3 clusters Score -8441494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8441489.000000 Penalty: 5455.932129
	Iteration 70Q: 3 clusters Score -8441489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -8441499.000000 Penalty: 5455.932129
	Iteration 71Q: 3 clusters Score -8441499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8441505.000000 Penalty: 5455.932129
	Iteration 72Q: 3 clusters Score -8441505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8441500.000000 Penalty: 5455.932129
	Iteration 73Q: 3 clusters Score -8441500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8441511.000000 Penalty: 5455.932129
	Iteration 74Q: 3 clusters Score -8441511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -8441512.000000 Penalty: 5455.932129
	Iteration 75Q: 3 clusters Score -8441512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8441507.000000 Penalty: 5455.932129
	Iteration 76Q: 3 clusters Score -8441507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -8441504.000000 Penalty: 5455.932129
	Iteration 77Q: 3 clusters Score -8441504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -8441504.000000 Penalty: 5455.932129
	Iteration 78Q: 3 clusters Score -8441504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8441500.000000 Penalty: 5455.932129
	Iteration 79Q: 3 clusters Score -8441500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5455.932129
	Iteration 80F: 3 clusters Score -8441495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -8441475.000000 Penalty: 5455.932129
	Iteration 81Q: 3 clusters Score -8441475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8441478.000000 Penalty: 5455.932129
	Iteration 82Q: 3 clusters Score -8441478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8441484.000000 Penalty: 5455.932129
	Iteration 83Q: 3 clusters Score -8441484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8441489.000000 Penalty: 5455.932129
	Iteration 84Q: 3 clusters Score -8441489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8441496.000000 Penalty: 5455.932129
	Iteration 85Q: 3 clusters Score -8441496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5455.932129
	Iteration 86Q: 3 clusters Score -8441495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8441500.000000 Penalty: 5455.932129
	Iteration 87Q: 3 clusters Score -8441500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8441494.000000 Penalty: 5455.932129
	Iteration 88Q: 3 clusters Score -8441494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8441505.000000 Penalty: 5455.932129
	Iteration 89Q: 3 clusters Score -8441505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -8441498.000000 Penalty: 5455.932129
	Iteration 90Q: 3 clusters Score -8441498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8441502.000000 Penalty: 5455.932129
	Iteration 91Q: 3 clusters Score -8441502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8441502.000000 Penalty: 5455.932129
	Iteration 92Q: 3 clusters Score -8441502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -8441504.000000 Penalty: 5455.932129
	Iteration 93Q: 3 clusters Score -8441504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8441498.000000 Penalty: 5455.932129
	Iteration 94Q: 3 clusters Score -8441498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8441499.000000 Penalty: 5455.932129
	Iteration 95Q: 3 clusters Score -8441499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8441506.000000 Penalty: 5455.932129
	Iteration 96Q: 3 clusters Score -8441506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8441506.000000 Penalty: 5455.932129
	Iteration 97Q: 3 clusters Score -8441506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8441498.000000 Penalty: 5455.932129
	Iteration 98Q: 3 clusters Score -8441498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8441502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8441502.000000 Penalty: 5455.932129
	Iteration 100F: 3 clusters Score -8441502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (77279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 77279 members 
Entering Unmasked Estep 
Score: -10889837.000000 Penalty: 2791.283936
	Iteration 0F: 2 clusters Score -1.088984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -10837920.000000 Penalty: 5582.567871
	Iteration 0F: 3 clusters Score -1.083792e+07 nChanged 36249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -10858198.000000 Penalty: 5582.567871
	Iteration 1F: 3 clusters Score -1.08582e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -10858840.000000 Penalty: 5582.567871
	Iteration 2Q: 3 clusters Score -1.085884e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -10859579.000000 Penalty: 5582.567871
	Iteration 3Q: 3 clusters Score -1.085958e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -10860639.000000 Penalty: 5582.567871
	Iteration 4Q: 3 clusters Score -1.086064e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -10861937.000000 Penalty: 5582.567871
	Iteration 5Q: 3 clusters Score -1.086194e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -10864121.000000 Penalty: 5582.567871
	Iteration 6F: 3 clusters Score -1.086412e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 54717 members 
Entering Unmasked Estep 
Score: -10867913.000000 Penalty: 5582.567871
	Iteration 7F: 3 clusters Score -1.086791e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -10873071.000000 Penalty: 5582.567871
	Iteration 8F: 3 clusters Score -1.087307e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -10878515.000000 Penalty: 5582.567871
	Iteration 9F: 3 clusters Score -1.087852e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -10882445.000000 Penalty: 5582.567871
	Iteration 10F: 3 clusters Score -1.088244e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -10884739.000000 Penalty: 5582.567871
	Iteration 11Q: 3 clusters Score -1.088474e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -10885968.000000 Penalty: 5582.567871
	Iteration 12Q: 3 clusters Score -1.088597e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -10886506.000000 Penalty: 5582.567871
	Iteration 13Q: 3 clusters Score -1.088651e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 74788 members 
Entering Unmasked Estep 
Score: -10886822.000000 Penalty: 5582.567871
	Iteration 14Q: 3 clusters Score -1.088682e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -10887017.000000 Penalty: 5582.567871
	Iteration 15Q: 3 clusters Score -1.088702e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 75345 members 
Entering Unmasked Estep 
Score: -10887165.000000 Penalty: 5582.567871
	Iteration 16Q: 3 clusters Score -1.088716e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 75510 members 
Entering Unmasked Estep 
Score: -10887264.000000 Penalty: 5582.567871
	Iteration 17Q: 3 clusters Score -1.088726e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -10887337.000000 Penalty: 5582.567871
	Iteration 18Q: 3 clusters Score -1.088734e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -10887401.000000 Penalty: 5582.567871
	Iteration 19Q: 3 clusters Score -1.08874e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -10887426.000000 Penalty: 5582.567871
	Iteration 20F: 3 clusters Score -1.088743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10887453.000000 Penalty: 5582.567871
	Iteration 21Q: 3 clusters Score -1.088745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -10887466.000000 Penalty: 5582.567871
	Iteration 22Q: 3 clusters Score -1.088747e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -10887474.000000 Penalty: 5582.567871
	Iteration 23Q: 3 clusters Score -1.088747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 75965 members 
Entering Unmasked Estep 
Score: -10887485.000000 Penalty: 5582.567871
	Iteration 24Q: 3 clusters Score -1.088748e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -10887498.000000 Penalty: 5582.567871
	Iteration 25Q: 3 clusters Score -1.08875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -10887501.000000 Penalty: 5582.567871
	Iteration 26Q: 3 clusters Score -1.08875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 76028 members 
Entering Unmasked Estep 
Score: -10887502.000000 Penalty: 5582.567871
	Iteration 27Q: 3 clusters Score -1.08875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 76049 members 
Entering Unmasked Estep 
Score: -10887518.000000 Penalty: 5582.567871
	Iteration 28Q: 3 clusters Score -1.088752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -10887530.000000 Penalty: 5582.567871
	Iteration 29Q: 3 clusters Score -1.088753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 76088 members 
Entering Unmasked Estep 
Score: -10887533.000000 Penalty: 5582.567871
	Iteration 30Q: 3 clusters Score -1.088753e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -10887548.000000 Penalty: 5582.567871
	Iteration 31Q: 3 clusters Score -1.088755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 76126 members 
Entering Unmasked Estep 
Score: -10887549.000000 Penalty: 5582.567871
	Iteration 32Q: 3 clusters Score -1.088755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -10887571.000000 Penalty: 5582.567871
	Iteration 33Q: 3 clusters Score -1.088757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 76146 members 
Entering Unmasked Estep 
Score: -10887592.000000 Penalty: 5582.567871
	Iteration 34Q: 3 clusters Score -1.088759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 76162 members 
Entering Unmasked Estep 
Score: -10887584.000000 Penalty: 5582.567871
	Iteration 35Q: 3 clusters Score -1.088758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -10887597.000000 Penalty: 5582.567871
	Iteration 36Q: 3 clusters Score -1.08876e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -10887602.000000 Penalty: 5582.567871
	Iteration 37Q: 3 clusters Score -1.08876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 76198 members 
Entering Unmasked Estep 
Score: -10887614.000000 Penalty: 5582.567871
	Iteration 38Q: 3 clusters Score -1.088761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -10887624.000000 Penalty: 5582.567871
	Iteration 39Q: 3 clusters Score -1.088762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 76221 members 
Entering Unmasked Estep 
Score: -10887636.000000 Penalty: 5582.567871
	Iteration 40F: 3 clusters Score -1.088764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -10887629.000000 Penalty: 5582.567871
	Iteration 41Q: 3 clusters Score -1.088763e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -10887637.000000 Penalty: 5582.567871
	Iteration 42Q: 3 clusters Score -1.088764e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -10887634.000000 Penalty: 5582.567871
	Iteration 43Q: 3 clusters Score -1.088763e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -10887635.000000 Penalty: 5582.567871
	Iteration 44Q: 3 clusters Score -1.088764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -10887634.000000 Penalty: 5582.567871
	Iteration 45Q: 3 clusters Score -1.088763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -10887631.000000 Penalty: 5582.567871
	Iteration 46Q: 3 clusters Score -1.088763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 76264 members 
Entering Unmasked Estep 
Score: -10887638.000000 Penalty: 5582.567871
	Iteration 47Q: 3 clusters Score -1.088764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -10887649.000000 Penalty: 5582.567871
	Iteration 48Q: 3 clusters Score -1.088765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -10887639.000000 Penalty: 5582.567871
	Iteration 49Q: 3 clusters Score -1.088764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 76269 members 
Entering Unmasked Estep 
Score: -10887639.000000 Penalty: 5582.567871
	Iteration 50F: 3 clusters Score -1.088764e+07 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -256139088.000000 Penalty: 64413.164062
22->19 Clusters: Score -256139088.000000, best is -256195168.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 27913 members 
Mstep: Class 3 contains 28244 members 
Mstep: Class 4 contains 27841 members 
Mstep: Class 5 contains 28034 members 
Mstep: Class 6 contains 28079 members 
Mstep: Class 7 contains 27660 members 
Mstep: Class 8 contains 27847 members 
Mstep: Class 9 contains 27980 members 
Mstep: Class 10 contains 28176 members 
Mstep: Class 11 contains 28092 members 
Mstep: Class 12 contains 28109 members 
Mstep: Class 13 contains 27840 members 
Mstep: Class 14 contains 27994 members 
Mstep: Class 15 contains 27767 members 
Mstep: Class 16 contains 27836 members 
Mstep: Class 17 contains 27985 members 
Mstep: Class 18 contains 27940 members 
Mstep: Class 19 contains 28140 members 
Mstep: Class 20 contains 28037 members 
Mstep: Class 21 contains 28199 members 
Mstep: Class 22 contains 28154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 325.243958 but Gain 3306.046875
Score: -81899752.000000 Penalty: 69427.117188
Iteration 0F: 22 clusters Score -8.189975e+07 nChanged 584175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2102 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 19090 members 
Mstep: Class 3 contains 6173 members 
Mstep: Class 4 contains 23611 members 
Mstep: Class 5 contains 8109 members 
Mstep: Class 6 contains 12093 members 
Mstep: Class 7 contains 22906 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 54464 members 
Mstep: Class 10 contains 59267 members 
Mstep: Class 11 contains 8649 members 
Mstep: Class 13 contains 10205 members 
Mstep: Class 14 contains 85827 members 
Mstep: Class 15 contains 65798 members 
Mstep: Class 16 contains 46227 members 
Mstep: Class 17 contains 6714 members 
Mstep: Class 18 contains 10593 members 
Mstep: Class 19 contains 11044 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 91617 members 
Mstep: Class 22 contains 34149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2445.736328 but Gain 3306.054688
Score: -83962312.000000 Penalty: 66121.062500
Iteration 1F: 21 clusters Score -8.396231e+07 nChanged 177194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2008 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12372 members 
Mstep: Class 4 contains 18910 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 9 contains 59013 members 
Mstep: Class 10 contains 63733 members 
Mstep: Class 11 contains 5291 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 94810 members 
Mstep: Class 15 contains 73666 members 
Mstep: Class 16 contains 48015 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 5501 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 7022 members 
Mstep: Class 21 contains 124004 members 
Mstep: Class 22 contains 41414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2732.552490 but Gain 3306.054688
Score: -84194088.000000 Penalty: 62815.007812
Iteration 2F: 20 clusters Score -8.419409e+07 nChanged 121871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1351 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8115 members 
Mstep: Class 4 contains 12680 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 12975 members 
Mstep: Class 8 contains 4398 members 
Mstep: Class 9 contains 58182 members 
Mstep: Class 10 contains 61506 members 
Mstep: Class 11 contains 3263 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 102012 members 
Mstep: Class 15 contains 73618 members 
Mstep: Class 16 contains 43388 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 18 contains 3029 members 
Mstep: Class 19 contains 3218 members 
Mstep: Class 20 contains 4258 members 
Mstep: Class 21 contains 156909 members 
Mstep: Class 22 contains 51230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2132.871094 but Gain 3306.050781
Score: -84445976.000000 Penalty: 59508.957031
Iteration 3F: 19 clusters Score -8.444598e+07 nChanged 102651
Entering Unmasked Mstep 
Mstep: Class 0 contains 272 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 4 contains 7411 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 8176 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 54344 members 
Mstep: Class 10 contains 55527 members 
Mstep: Class 13 contains 2109 members 
Mstep: Class 14 contains 110440 members 
Mstep: Class 15 contains 69365 members 
Mstep: Class 16 contains 36220 members 
Mstep: Class 17 contains 1540 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 188750 members 
Mstep: Class 22 contains 57946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1786.458740 but Gain 3306.054688
Score: -84551824.000000 Penalty: 56202.902344
Iteration 4F: 18 clusters Score -8.455182e+07 nChanged 88760
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 4 contains 4192 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 51608 members 
Mstep: Class 10 contains 50446 members 
Mstep: Class 14 contains 126057 members 
Mstep: Class 15 contains 65803 members 
Mstep: Class 16 contains 30770 members 
Mstep: Class 17 contains 1480 members 
Mstep: Class 18 contains 2094 members 
Mstep: Class 19 contains 1206 members 
Mstep: Class 20 contains 1788 members 
Mstep: Class 21 contains 200201 members 
Mstep: Class 22 contains 61132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1582.890625 but Gain 3306.054688
Score: -84613528.000000 Penalty: 52896.847656
Iteration 5F: 17 clusters Score -8.461353e+07 nChanged 78525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4046 members 
Mstep: Class 4 contains 2426 members 
Mstep: Class 6 contains 1291 members 
Mstep: Class 7 contains 3698 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 49862 members 
Mstep: Class 10 contains 45870 members 
Mstep: Class 14 contains 151515 members 
Mstep: Class 15 contains 63017 members 
Mstep: Class 16 contains 26753 members 
Mstep: Class 17 contains 1397 members 
Mstep: Class 18 contains 2052 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 21 contains 195940 members 
Mstep: Class 22 contains 60164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2691.610107 but Gain 3306.050781
Score: -84668280.000000 Penalty: 49590.796875
Iteration 6F: 16 clusters Score -8.466828e+07 nChanged 73333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3684 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 49000 members 
Mstep: Class 10 contains 41090 members 
Mstep: Class 14 contains 186080 members 
Mstep: Class 15 contains 59142 members 
Mstep: Class 16 contains 23520 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1995 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 21 contains 182844 members 
Mstep: Class 22 contains 55431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2418.902832 but Gain 3306.054688
Score: -84722320.000000 Penalty: 46284.742188
Iteration 7F: 15 clusters Score -8.472232e+07 nChanged 71052
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3364 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 49532 members 
Mstep: Class 10 contains 35343 members 
Mstep: Class 14 contains 223467 members 
Mstep: Class 15 contains 53930 members 
Mstep: Class 16 contains 20879 members 
Mstep: Class 17 contains 1391 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 234 members 
Mstep: Class 21 contains 166921 members 
Mstep: Class 22 contains 49569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3130.431885 but Gain 3306.050781
Score: -84749096.000000 Penalty: 42978.691406
Iteration 8F: 14 clusters Score -8.47491e+07 nChanged 57419
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 3160 members 
Mstep: Class 6 contains 1286 members 
Mstep: Class 8 contains 7232 members 
Mstep: Class 9 contains 52680 members 
Mstep: Class 10 contains 29732 members 
Mstep: Class 14 contains 244847 members 
Mstep: Class 15 contains 51798 members 
Mstep: Class 16 contains 19311 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 21 contains 156074 members 
Mstep: Class 22 contains 46324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84763808.000000 Penalty: 42978.691406
Iteration 9F: 14 clusters Score -8.476381e+07 nChanged 40232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 8955 members 
Mstep: Class 9 contains 56562 members 
Mstep: Class 10 contains 23912 members 
Mstep: Class 14 contains 252075 members 
Mstep: Class 15 contains 51595 members 
Mstep: Class 16 contains 18720 members 
Mstep: Class 17 contains 1390 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 171 members 
Mstep: Class 21 contains 151639 members 
Mstep: Class 22 contains 44773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84775984.000000 Penalty: 42978.691406
Iteration 10F: 14 clusters Score -8.477598e+07 nChanged 30970
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 11126 members 
Mstep: Class 9 contains 60416 members 
Mstep: Class 10 contains 18071 members 
Mstep: Class 14 contains 252485 members 
Mstep: Class 15 contains 52698 members 
Mstep: Class 16 contains 18747 members 
Mstep: Class 17 contains 1383 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 172 members 
Mstep: Class 21 contains 151016 members 
Mstep: Class 22 contains 43843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84787112.000000 Penalty: 42978.691406
Iteration 11F: 14 clusters Score -8.478711e+07 nChanged 26389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 13617 members 
Mstep: Class 9 contains 64323 members 
Mstep: Class 10 contains 12684 members 
Mstep: Class 14 contains 249119 members 
Mstep: Class 15 contains 55074 members 
Mstep: Class 16 contains 19263 members 
Mstep: Class 17 contains 1381 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 19 contains 178 members 
Mstep: Class 21 contains 151214 members 
Mstep: Class 22 contains 43212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84800048.000000 Penalty: 42978.691406
Iteration 12Q: 14 clusters Score -8.480005e+07 nChanged 23743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 67954 members 
Mstep: Class 10 contains 8096 members 
Mstep: Class 14 contains 243931 members 
Mstep: Class 15 contains 58216 members 
Mstep: Class 16 contains 20081 members 
Mstep: Class 17 contains 1380 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 21 contains 151500 members 
Mstep: Class 22 contains 42624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84811448.000000 Penalty: 42978.691406
Iteration 13Q: 14 clusters Score -8.481145e+07 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2540 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 18704 members 
Mstep: Class 9 contains 71400 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 14 contains 237450 members 
Mstep: Class 15 contains 61644 members 
Mstep: Class 16 contains 20967 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1864 members 
Mstep: Class 19 contains 180 members 
Mstep: Class 21 contains 151448 members 
Mstep: Class 22 contains 42013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84821936.000000 Penalty: 42978.691406
Iteration 14Q: 14 clusters Score -8.482194e+07 nChanged 18651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 20841 members 
Mstep: Class 9 contains 74674 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 14 contains 230756 members 
Mstep: Class 15 contains 65074 members 
Mstep: Class 16 contains 21866 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 21 contains 150823 members 
Mstep: Class 22 contains 41315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84832800.000000 Penalty: 42978.691406
Iteration 15Q: 14 clusters Score -8.48328e+07 nChanged 16507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 22779 members 
Mstep: Class 9 contains 77682 members 
Mstep: Class 10 contains 2688 members 
Mstep: Class 14 contains 224286 members 
Mstep: Class 15 contains 68100 members 
Mstep: Class 16 contains 22590 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 189 members 
Mstep: Class 21 contains 150158 members 
Mstep: Class 22 contains 40463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84840112.000000 Penalty: 42978.691406
Iteration 16Q: 14 clusters Score -8.484011e+07 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 24423 members 
Mstep: Class 9 contains 80491 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 14 contains 218276 members 
Mstep: Class 15 contains 70695 members 
Mstep: Class 16 contains 23167 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 21 contains 149839 members 
Mstep: Class 22 contains 39458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84847808.000000 Penalty: 42978.691406
Iteration 17Q: 14 clusters Score -8.484781e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 25794 members 
Mstep: Class 9 contains 83177 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 14 contains 212897 members 
Mstep: Class 15 contains 73015 members 
Mstep: Class 16 contains 23674 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 191 members 
Mstep: Class 21 contains 149508 members 
Mstep: Class 22 contains 38428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84854000.000000 Penalty: 42978.691406
Iteration 18Q: 14 clusters Score -8.4854e+07 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 26826 members 
Mstep: Class 9 contains 85786 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 14 contains 208374 members 
Mstep: Class 15 contains 75147 members 
Mstep: Class 16 contains 24133 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 21 contains 148953 members 
Mstep: Class 22 contains 37351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84859072.000000 Penalty: 42978.691406
Iteration 19Q: 14 clusters Score -8.485907e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 27614 members 
Mstep: Class 9 contains 88335 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 14 contains 204340 members 
Mstep: Class 15 contains 77066 members 
Mstep: Class 16 contains 24519 members 
Mstep: Class 17 contains 1379 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 192 members 
Mstep: Class 21 contains 148478 members 
Mstep: Class 22 contains 36274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84864312.000000 Penalty: 42978.691406
Iteration 20F: 14 clusters Score -8.486431e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 8 contains 28631 members 
Mstep: Class 9 contains 90801 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 14 contains 200590 members 
Mstep: Class 15 contains 78794 members 
Mstep: Class 16 contains 24730 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 197 members 
Mstep: Class 21 contains 147900 members 
Mstep: Class 22 contains 35238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84868480.000000 Penalty: 42978.691406
Iteration 21Q: 14 clusters Score -8.486848e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 29464 members 
Mstep: Class 9 contains 93187 members 
Mstep: Class 10 contains 2169 members 
Mstep: Class 14 contains 197048 members 
Mstep: Class 15 contains 80471 members 
Mstep: Class 16 contains 24877 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 21 contains 147383 members 
Mstep: Class 22 contains 34301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84873640.000000 Penalty: 42978.691406
Iteration 22Q: 14 clusters Score -8.487364e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 30133 members 
Mstep: Class 9 contains 95471 members 
Mstep: Class 10 contains 2148 members 
Mstep: Class 14 contains 194001 members 
Mstep: Class 15 contains 82007 members 
Mstep: Class 16 contains 24994 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 200 members 
Mstep: Class 21 contains 146751 members 
Mstep: Class 22 contains 33411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84877568.000000 Penalty: 42978.691406
Iteration 23Q: 14 clusters Score -8.487757e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 30672 members 
Mstep: Class 9 contains 97597 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 14 contains 191296 members 
Mstep: Class 15 contains 83356 members 
Mstep: Class 16 contains 25087 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 21 contains 146229 members 
Mstep: Class 22 contains 32566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84880584.000000 Penalty: 42978.691406
Iteration 24Q: 14 clusters Score -8.488058e+07 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31072 members 
Mstep: Class 9 contains 99649 members 
Mstep: Class 10 contains 2125 members 
Mstep: Class 14 contains 188566 members 
Mstep: Class 15 contains 84523 members 
Mstep: Class 16 contains 25140 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 206 members 
Mstep: Class 21 contains 146007 members 
Mstep: Class 22 contains 31865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84884008.000000 Penalty: 42978.691406
Iteration 25Q: 14 clusters Score -8.488401e+07 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31376 members 
Mstep: Class 9 contains 101583 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 14 contains 186153 members 
Mstep: Class 15 contains 85624 members 
Mstep: Class 16 contains 25185 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1882 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 21 contains 145683 members 
Mstep: Class 22 contains 31238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84886544.000000 Penalty: 42978.691406
Iteration 26Q: 14 clusters Score -8.488654e+07 nChanged 9494
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31597 members 
Mstep: Class 9 contains 103420 members 
Mstep: Class 10 contains 2108 members 
Mstep: Class 14 contains 183958 members 
Mstep: Class 15 contains 86629 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 212 members 
Mstep: Class 21 contains 145326 members 
Mstep: Class 22 contains 30695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84889120.000000 Penalty: 42978.691406
Iteration 27Q: 14 clusters Score -8.488912e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2159 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31765 members 
Mstep: Class 9 contains 105158 members 
Mstep: Class 10 contains 2100 members 
Mstep: Class 14 contains 181878 members 
Mstep: Class 15 contains 87618 members 
Mstep: Class 16 contains 25253 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1879 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 144986 members 
Mstep: Class 22 contains 30226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84891632.000000 Penalty: 42978.691406
Iteration 28Q: 14 clusters Score -8.489163e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2142 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31875 members 
Mstep: Class 9 contains 106740 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 14 contains 179868 members 
Mstep: Class 15 contains 88691 members 
Mstep: Class 16 contains 25247 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 21 contains 144618 members 
Mstep: Class 22 contains 29872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84893656.000000 Penalty: 42978.691406
Iteration 29Q: 14 clusters Score -8.489366e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2125 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31922 members 
Mstep: Class 9 contains 108119 members 
Mstep: Class 10 contains 2088 members 
Mstep: Class 14 contains 178085 members 
Mstep: Class 15 contains 89665 members 
Mstep: Class 16 contains 25242 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 21 contains 144278 members 
Mstep: Class 22 contains 29624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84895960.000000 Penalty: 42978.691406
Iteration 30Q: 14 clusters Score -8.489596e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2112 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31911 members 
Mstep: Class 9 contains 109471 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 14 contains 176423 members 
Mstep: Class 15 contains 90576 members 
Mstep: Class 16 contains 25256 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1876 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 21 contains 143887 members 
Mstep: Class 22 contains 29430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84897744.000000 Penalty: 42978.691406
Iteration 31Q: 14 clusters Score -8.489774e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2096 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31835 members 
Mstep: Class 9 contains 110714 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 14 contains 174920 members 
Mstep: Class 15 contains 91477 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 217 members 
Mstep: Class 21 contains 143443 members 
Mstep: Class 22 contains 29281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84899328.000000 Penalty: 42978.691406
Iteration 32Q: 14 clusters Score -8.489933e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2083 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31734 members 
Mstep: Class 9 contains 111819 members 
Mstep: Class 10 contains 2072 members 
Mstep: Class 14 contains 173440 members 
Mstep: Class 15 contains 92391 members 
Mstep: Class 16 contains 25360 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 143052 members 
Mstep: Class 22 contains 29191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84901024.000000 Penalty: 42978.691406
Iteration 33Q: 14 clusters Score -8.490102e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2075 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31602 members 
Mstep: Class 9 contains 112649 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 14 contains 172149 members 
Mstep: Class 15 contains 93332 members 
Mstep: Class 16 contains 25373 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1881 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 142799 members 
Mstep: Class 22 contains 29093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84902088.000000 Penalty: 42978.691406
Iteration 34Q: 14 clusters Score -8.490209e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2069 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31448 members 
Mstep: Class 9 contains 113446 members 
Mstep: Class 10 contains 2068 members 
Mstep: Class 14 contains 170942 members 
Mstep: Class 15 contains 94162 members 
Mstep: Class 16 contains 25393 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 142580 members 
Mstep: Class 22 contains 29036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84903424.000000 Penalty: 42978.691406
Iteration 35Q: 14 clusters Score -8.490342e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31301 members 
Mstep: Class 9 contains 114066 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 14 contains 169733 members 
Mstep: Class 15 contains 95093 members 
Mstep: Class 16 contains 25377 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 142440 members 
Mstep: Class 22 contains 29000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904360.000000 Penalty: 42978.691406
Iteration 36Q: 14 clusters Score -8.490436e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2064 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31177 members 
Mstep: Class 9 contains 114573 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 14 contains 168590 members 
Mstep: Class 15 contains 96035 members 
Mstep: Class 16 contains 25333 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 142313 members 
Mstep: Class 22 contains 28996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84905192.000000 Penalty: 42978.691406
Iteration 37Q: 14 clusters Score -8.490519e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2059 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 8 contains 31062 members 
Mstep: Class 9 contains 114943 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 14 contains 167557 members 
Mstep: Class 15 contains 96999 members 
Mstep: Class 16 contains 25297 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1878 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 142173 members 
Mstep: Class 22 contains 28990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84906344.000000 Penalty: 42978.691406
Iteration 38Q: 14 clusters Score -8.490634e+07 nChanged 5683
Entering ConstructFrom: 
Score: -84906344.000000 Penalty: 42978.691406
Entering ConstructFrom: 
Trying to split cluster 2 (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: -284279.468750 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -284279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281529.937500 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -281529.9 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -281997.406250 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -281997.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -282120.750000 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -282120.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282190.343750 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -282190.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282219.968750 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -282220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -282240.906250 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -282240.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282260.781250 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -282260.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -282283.468750 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -282283.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -282301.812500 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -282301.8 nChanged 20
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: -282316.375000 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -282316.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282329.281250 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -282329.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282340.781250 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -282340.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -282350.468750 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -282350.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282357.843750 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -282357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -282363.687500 Penalty: 3782.537109
	Iteration 14Q: 3 clusters Score -282363.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -282368.843750 Penalty: 3782.537109
	Iteration 15Q: 3 clusters Score -282368.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -282371.718750 Penalty: 3782.537109
	Iteration 16Q: 3 clusters Score -282371.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -282377.031250 Penalty: 3782.537109
	Iteration 17Q: 3 clusters Score -282377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -282378.156250 Penalty: 3782.537109
	Iteration 18Q: 3 clusters Score -282378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282379.375000 Penalty: 3782.537109
	Iteration 19Q: 3 clusters Score -282379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282380.500000 Penalty: 3782.537109
	Iteration 20F: 3 clusters Score -282380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282382.531250 Penalty: 3782.537109
	Iteration 21Q: 3 clusters Score -282382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282382.562500 Penalty: 3782.537109
	Iteration 22Q: 3 clusters Score -282382.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282382.562500 Penalty: 3782.537109
	Iteration 23F: 3 clusters Score -282382.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -153958.890625 Penalty: 1775.311523
	Iteration 0F: 2 clusters Score -153958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151871.687500 Penalty: 3550.623047
	Iteration 0F: 3 clusters Score -151871.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152687.187500 Penalty: 3550.623047
	Iteration 1F: 3 clusters Score -152687.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -153620.875000 Penalty: 3550.623047
	Iteration 2F: 3 clusters Score -153620.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -154749.578125 Penalty: 3550.623047
	Iteration 3F: 3 clusters Score -154749.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -155280.640625 Penalty: 3550.623047
	Iteration 4F: 3 clusters Score -155280.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -155470.015625 Penalty: 3550.623047
	Iteration 5Q: 3 clusters Score -155470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -155504.328125 Penalty: 3550.623047
	Iteration 6Q: 3 clusters Score -155504.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -155579.890625 Penalty: 3550.623047
	Iteration 7Q: 3 clusters Score -155579.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -155693.187500 Penalty: 3550.623047
	Iteration 8Q: 3 clusters Score -155693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -155743.140625 Penalty: 3550.623047
	Iteration 9Q: 3 clusters Score -155743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -155759.328125 Penalty: 3550.623047
	Iteration 10Q: 3 clusters Score -155759.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -155768.515625 Penalty: 3550.623047
	Iteration 11Q: 3 clusters Score -155768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -155785.859375 Penalty: 3550.623047
	Iteration 12Q: 3 clusters Score -155785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -155811.187500 Penalty: 3550.623047
	Iteration 13Q: 3 clusters Score -155811.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -155850.437500 Penalty: 3550.623047
	Iteration 14Q: 3 clusters Score -155850.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -155897.343750 Penalty: 3550.623047
	Iteration 15Q: 3 clusters Score -155897.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155922.265625 Penalty: 3550.623047
	Iteration 16Q: 3 clusters Score -155922.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155939.062500 Penalty: 3550.623047
	Iteration 17Q: 3 clusters Score -155939.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155944.890625 Penalty: 3550.623047
	Iteration 18Q: 3 clusters Score -155944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -155948.359375 Penalty: 3550.623047
	Iteration 19Q: 3 clusters Score -155948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155969.718750 Penalty: 3550.623047
	Iteration 20F: 3 clusters Score -155969.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155989.828125 Penalty: 3550.623047
	Iteration 21Q: 3 clusters Score -155989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -156006.609375 Penalty: 3550.623047
	Iteration 22Q: 3 clusters Score -156006.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -156028.812500 Penalty: 3550.623047
	Iteration 23Q: 3 clusters Score -156028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156048.984375 Penalty: 3550.623047
	Iteration 24Q: 3 clusters Score -156049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -156061.062500 Penalty: 3550.623047
	Iteration 25Q: 3 clusters Score -156061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -156072.656250 Penalty: 3550.623047
	Iteration 26Q: 3 clusters Score -156072.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -156080.640625 Penalty: 3550.623047
	Iteration 27Q: 3 clusters Score -156080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156081.890625 Penalty: 3550.623047
	Iteration 28Q: 3 clusters Score -156081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156081.890625 Penalty: 3550.623047
	Iteration 29F: 3 clusters Score -156081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 115292 members 
Mstep: Class 10 contains 2067 members 
Mstep: Class 14 contains 166679 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 25290 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 141880 members 
Mstep: Class 22 contains 28977 members 
Entering Unmasked Estep 
Score: -84907544.000000 Penalty: 46284.742188
Splitting cluster 6 changes total score from -84906344.000000 to -84907544.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (30953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Entering Unmasked Estep 
Score: -4388501.500000 Penalty: 2564.375977
	Iteration 0F: 2 clusters Score -4388502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -4367294.000000 Penalty: 5128.751953
	Iteration 0F: 3 clusters Score -4367294 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4375053.000000 Penalty: 5128.751953
	Iteration 1F: 3 clusters Score -4375053 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -4375683.000000 Penalty: 5128.751953
	Iteration 2F: 3 clusters Score -4375683 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4376357.000000 Penalty: 5128.751953
	Iteration 3Q: 3 clusters Score -4376357 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4377194.000000 Penalty: 5128.751953
	Iteration 4F: 3 clusters Score -4377194 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4378149.500000 Penalty: 5128.751953
	Iteration 5F: 3 clusters Score -4378150 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -4379294.000000 Penalty: 5128.751953
	Iteration 6F: 3 clusters Score -4379294 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4380674.000000 Penalty: 5128.751953
	Iteration 7F: 3 clusters Score -4380674 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -4382189.500000 Penalty: 5128.751953
	Iteration 8F: 3 clusters Score -4382190 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4383390.500000 Penalty: 5128.751953
	Iteration 9Q: 3 clusters Score -4383390 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4384019.500000 Penalty: 5128.751953
	Iteration 10Q: 3 clusters Score -4384020 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -4384312.500000 Penalty: 5128.751953
	Iteration 11Q: 3 clusters Score -4384312 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4384521.000000 Penalty: 5128.751953
	Iteration 12Q: 3 clusters Score -4384521 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4384720.000000 Penalty: 5128.751953
	Iteration 13Q: 3 clusters Score -4384720 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4384866.000000 Penalty: 5128.751953
	Iteration 14Q: 3 clusters Score -4384866 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4385029.000000 Penalty: 5128.751953
	Iteration 15Q: 3 clusters Score -4385029 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -4385141.000000 Penalty: 5128.751953
	Iteration 16Q: 3 clusters Score -4385141 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -4385251.500000 Penalty: 5128.751953
	Iteration 17Q: 3 clusters Score -4385252 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4385358.500000 Penalty: 5128.751953
	Iteration 18Q: 3 clusters Score -4385358 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4385479.500000 Penalty: 5128.751953
	Iteration 19Q: 3 clusters Score -4385480 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4385544.500000 Penalty: 5128.751953
	Iteration 20F: 3 clusters Score -4385544 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4385598.000000 Penalty: 5128.751953
	Iteration 21Q: 3 clusters Score -4385598 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4385679.000000 Penalty: 5128.751953
	Iteration 22Q: 3 clusters Score -4385679 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -4385739.500000 Penalty: 5128.751953
	Iteration 23Q: 3 clusters Score -4385740 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4385789.500000 Penalty: 5128.751953
	Iteration 24Q: 3 clusters Score -4385790 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4385844.000000 Penalty: 5128.751953
	Iteration 25Q: 3 clusters Score -4385844 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -4385885.000000 Penalty: 5128.751953
	Iteration 26Q: 3 clusters Score -4385885 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -4385933.500000 Penalty: 5128.751953
	Iteration 27Q: 3 clusters Score -4385934 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4385988.000000 Penalty: 5128.751953
	Iteration 28Q: 3 clusters Score -4385988 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -4386040.500000 Penalty: 5128.751953
	Iteration 29Q: 3 clusters Score -4386040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -4386077.500000 Penalty: 5128.751953
	Iteration 30Q: 3 clusters Score -4386078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4386121.500000 Penalty: 5128.751953
	Iteration 31Q: 3 clusters Score -4386122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4386139.500000 Penalty: 5128.751953
	Iteration 32Q: 3 clusters Score -4386140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4386165.000000 Penalty: 5128.751953
	Iteration 33Q: 3 clusters Score -4386165 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4386206.500000 Penalty: 5128.751953
	Iteration 34Q: 3 clusters Score -4386206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4386227.000000 Penalty: 5128.751953
	Iteration 35Q: 3 clusters Score -4386227 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4386243.000000 Penalty: 5128.751953
	Iteration 36Q: 3 clusters Score -4386243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4386271.000000 Penalty: 5128.751953
	Iteration 37Q: 3 clusters Score -4386271 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4386293.000000 Penalty: 5128.751953
	Iteration 38Q: 3 clusters Score -4386293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4386298.000000 Penalty: 5128.751953
	Iteration 39Q: 3 clusters Score -4386298 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4386316.500000 Penalty: 5128.751953
	Iteration 40F: 3 clusters Score -4386316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4386327.500000 Penalty: 5128.751953
	Iteration 41Q: 3 clusters Score -4386328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4386340.000000 Penalty: 5128.751953
	Iteration 42Q: 3 clusters Score -4386340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4386349.500000 Penalty: 5128.751953
	Iteration 43Q: 3 clusters Score -4386350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4386358.500000 Penalty: 5128.751953
	Iteration 44Q: 3 clusters Score -4386358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4386378.000000 Penalty: 5128.751953
	Iteration 45Q: 3 clusters Score -4386378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4386388.000000 Penalty: 5128.751953
	Iteration 46Q: 3 clusters Score -4386388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4386408.500000 Penalty: 5128.751953
	Iteration 47Q: 3 clusters Score -4386408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4386432.500000 Penalty: 5128.751953
	Iteration 48Q: 3 clusters Score -4386432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4386442.500000 Penalty: 5128.751953
	Iteration 49Q: 3 clusters Score -4386442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4386456.500000 Penalty: 5128.751953
	Iteration 50Q: 3 clusters Score -4386456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4386460.500000 Penalty: 5128.751953
	Iteration 51Q: 3 clusters Score -4386460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4386466.000000 Penalty: 5128.751953
	Iteration 52Q: 3 clusters Score -4386466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4386468.000000 Penalty: 5128.751953
	Iteration 53Q: 3 clusters Score -4386468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4386463.000000 Penalty: 5128.751953
	Iteration 54Q: 3 clusters Score -4386463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4386469.500000 Penalty: 5128.751953
	Iteration 55Q: 3 clusters Score -4386470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4386475.500000 Penalty: 5128.751953
	Iteration 56Q: 3 clusters Score -4386476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4386475.000000 Penalty: 5128.751953
	Iteration 57Q: 3 clusters Score -4386475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4386480.000000 Penalty: 5128.751953
	Iteration 58Q: 3 clusters Score -4386480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4386479.500000 Penalty: 5128.751953
	Iteration 59Q: 3 clusters Score -4386480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4386479.000000 Penalty: 5128.751953
	Iteration 60F: 3 clusters Score -4386479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4386479.000000 Penalty: 5128.751953
	Iteration 61Q: 3 clusters Score -4386479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4386487.500000 Penalty: 5128.751953
	Iteration 62Q: 3 clusters Score -4386488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4386490.500000 Penalty: 5128.751953
	Iteration 63Q: 3 clusters Score -4386490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4386492.000000 Penalty: 5128.751953
	Iteration 64Q: 3 clusters Score -4386492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4386492.000000 Penalty: 5128.751953
	Iteration 65Q: 3 clusters Score -4386492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4386489.000000 Penalty: 5128.751953
	Iteration 66Q: 3 clusters Score -4386489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4386492.000000 Penalty: 5128.751953
	Iteration 67Q: 3 clusters Score -4386492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4386492.000000 Penalty: 5128.751953
	Iteration 68Q: 3 clusters Score -4386492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4386495.000000 Penalty: 5128.751953
	Iteration 69Q: 3 clusters Score -4386495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4386497.000000 Penalty: 5128.751953
	Iteration 70Q: 3 clusters Score -4386497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4386506.000000 Penalty: 5128.751953
	Iteration 71Q: 3 clusters Score -4386506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4386509.000000 Penalty: 5128.751953
	Iteration 72Q: 3 clusters Score -4386509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4386507.500000 Penalty: 5128.751953
	Iteration 73Q: 3 clusters Score -4386508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4386505.500000 Penalty: 5128.751953
	Iteration 74Q: 3 clusters Score -4386506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4386506.500000 Penalty: 5128.751953
	Iteration 75Q: 3 clusters Score -4386506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4386508.500000 Penalty: 5128.751953
	Iteration 76Q: 3 clusters Score -4386508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4386508.500000 Penalty: 5128.751953
	Iteration 77Q: 3 clusters Score -4386508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4386504.000000 Penalty: 5128.751953
	Iteration 78Q: 3 clusters Score -4386504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4386507.500000 Penalty: 5128.751953
	Iteration 79Q: 3 clusters Score -4386508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4386508.500000 Penalty: 5128.751953
	Iteration 80F: 3 clusters Score -4386508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4386514.000000 Penalty: 5128.751953
	Iteration 81Q: 3 clusters Score -4386514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4386517.500000 Penalty: 5128.751953
	Iteration 82Q: 3 clusters Score -4386518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4386521.500000 Penalty: 5128.751953
	Iteration 83Q: 3 clusters Score -4386522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4386526.500000 Penalty: 5128.751953
	Iteration 84Q: 3 clusters Score -4386526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4386540.500000 Penalty: 5128.751953
	Iteration 85Q: 3 clusters Score -4386540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4386539.000000 Penalty: 5128.751953
	Iteration 86Q: 3 clusters Score -4386539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4386542.000000 Penalty: 5128.751953
	Iteration 87Q: 3 clusters Score -4386542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4386541.000000 Penalty: 5128.751953
	Iteration 88Q: 3 clusters Score -4386541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4386543.500000 Penalty: 5128.751953
	Iteration 89Q: 3 clusters Score -4386544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4386545.500000 Penalty: 5128.751953
	Iteration 90Q: 3 clusters Score -4386546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4386546.000000 Penalty: 5128.751953
	Iteration 91Q: 3 clusters Score -4386546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4386549.000000 Penalty: 5128.751953
	Iteration 92Q: 3 clusters Score -4386549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4386551.000000 Penalty: 5128.751953
	Iteration 93Q: 3 clusters Score -4386551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4386555.500000 Penalty: 5128.751953
	Iteration 94Q: 3 clusters Score -4386556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4386549.500000 Penalty: 5128.751953
	Iteration 95Q: 3 clusters Score -4386550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4386550.500000 Penalty: 5128.751953
	Iteration 96Q: 3 clusters Score -4386550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4386547.500000 Penalty: 5128.751953
	Iteration 97Q: 3 clusters Score -4386548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4386548.500000 Penalty: 5128.751953
	Iteration 98Q: 3 clusters Score -4386548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4386549.000000 Penalty: 5128.751953
	Iteration 99Q: 3 clusters Score -4386549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4386543.500000 Penalty: 5128.751953
	Iteration 100F: 3 clusters Score -4386544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4386551.500000 Penalty: 5128.751953
	Iteration 101Q: 3 clusters Score -4386552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4386551.500000 Penalty: 5128.751953
	Iteration 102F: 3 clusters Score -4386552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (115292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115292 members 
Entering Unmasked Estep 
Score: -16114054.000000 Penalty: 2890.495361
	Iteration 0F: 2 clusters Score -1.611405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -16037567.000000 Penalty: 5780.990723
	Iteration 0F: 3 clusters Score -1.603757e+07 nChanged 54650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -16068876.000000 Penalty: 5780.990723
	Iteration 1F: 3 clusters Score -1.606888e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59625 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -16070081.000000 Penalty: 5780.990723
	Iteration 2Q: 3 clusters Score -1.607008e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -16071532.000000 Penalty: 5780.990723
	Iteration 3Q: 3 clusters Score -1.607153e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61537 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -16073583.000000 Penalty: 5780.990723
	Iteration 4Q: 3 clusters Score -1.607358e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -16076364.000000 Penalty: 5780.990723
	Iteration 5Q: 3 clusters Score -1.607636e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -16079774.000000 Penalty: 5780.990723
	Iteration 6F: 3 clusters Score -1.607977e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65343 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -16083923.000000 Penalty: 5780.990723
	Iteration 7F: 3 clusters Score -1.608392e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -16088632.000000 Penalty: 5780.990723
	Iteration 8F: 3 clusters Score -1.608863e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66408 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -16092921.000000 Penalty: 5780.990723
	Iteration 9F: 3 clusters Score -1.609292e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -16095724.000000 Penalty: 5780.990723
	Iteration 10F: 3 clusters Score -1.609572e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -16096950.000000 Penalty: 5780.990723
	Iteration 11Q: 3 clusters Score -1.609695e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65776 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -16097419.000000 Penalty: 5780.990723
	Iteration 12Q: 3 clusters Score -1.609742e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -16097676.000000 Penalty: 5780.990723
	Iteration 13Q: 3 clusters Score -1.609768e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -16097847.000000 Penalty: 5780.990723
	Iteration 14Q: 3 clusters Score -1.609785e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -16098007.000000 Penalty: 5780.990723
	Iteration 15Q: 3 clusters Score -1.609801e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65169 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -16098109.000000 Penalty: 5780.990723
	Iteration 16Q: 3 clusters Score -1.609811e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -16098219.000000 Penalty: 5780.990723
	Iteration 17Q: 3 clusters Score -1.609822e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -16098341.000000 Penalty: 5780.990723
	Iteration 18Q: 3 clusters Score -1.609834e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -16098419.000000 Penalty: 5780.990723
	Iteration 19Q: 3 clusters Score -1.609842e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -16098544.000000 Penalty: 5780.990723
	Iteration 20F: 3 clusters Score -1.609854e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -16098653.000000 Penalty: 5780.990723
	Iteration 21Q: 3 clusters Score -1.609865e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -16098822.000000 Penalty: 5780.990723
	Iteration 22Q: 3 clusters Score -1.609882e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -16098840.000000 Penalty: 5780.990723
	Iteration 23Q: 3 clusters Score -1.609884e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -16099022.000000 Penalty: 5780.990723
	Iteration 24Q: 3 clusters Score -1.609902e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63708 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -16099102.000000 Penalty: 5780.990723
	Iteration 25Q: 3 clusters Score -1.60991e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -16099217.000000 Penalty: 5780.990723
	Iteration 26Q: 3 clusters Score -1.609922e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -16099360.000000 Penalty: 5780.990723
	Iteration 27Q: 3 clusters Score -1.609936e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -16099487.000000 Penalty: 5780.990723
	Iteration 28Q: 3 clusters Score -1.609949e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -16099627.000000 Penalty: 5780.990723
	Iteration 29Q: 3 clusters Score -1.609963e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -16099679.000000 Penalty: 5780.990723
	Iteration 30Q: 3 clusters Score -1.609968e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61909 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -16099833.000000 Penalty: 5780.990723
	Iteration 31Q: 3 clusters Score -1.609983e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61586 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -16099934.000000 Penalty: 5780.990723
	Iteration 32Q: 3 clusters Score -1.609993e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -16099953.000000 Penalty: 5780.990723
	Iteration 33Q: 3 clusters Score -1.609995e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -16100022.000000 Penalty: 5780.990723
	Iteration 34Q: 3 clusters Score -1.610002e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -16100163.000000 Penalty: 5780.990723
	Iteration 35Q: 3 clusters Score -1.610016e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60203 members 
Mstep: Class 2 contains 55089 members 
Entering Unmasked Estep 
Score: -16100239.000000 Penalty: 5780.990723
	Iteration 36Q: 3 clusters Score -1.610024e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 55461 members 
Entering Unmasked Estep 
Score: -16100328.000000 Penalty: 5780.990723
	Iteration 37Q: 3 clusters Score -1.610033e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59471 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -16100456.000000 Penalty: 5780.990723
	Iteration 38Q: 3 clusters Score -1.610046e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -16100537.000000 Penalty: 5780.990723
	Iteration 39Q: 3 clusters Score -1.610054e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -16100587.000000 Penalty: 5780.990723
	Iteration 40F: 3 clusters Score -1.610059e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -16100657.000000 Penalty: 5780.990723
	Iteration 41Q: 3 clusters Score -1.610066e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57976 members 
Mstep: Class 2 contains 57316 members 
Entering Unmasked Estep 
Score: -16100711.000000 Penalty: 5780.990723
	Iteration 42Q: 3 clusters Score -1.610071e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57555 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -16100784.000000 Penalty: 5780.990723
	Iteration 43Q: 3 clusters Score -1.610078e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 58132 members 
Entering Unmasked Estep 
Score: -16100854.000000 Penalty: 5780.990723
	Iteration 44Q: 3 clusters Score -1.610085e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 58562 members 
Entering Unmasked Estep 
Score: -16100921.000000 Penalty: 5780.990723
	Iteration 45Q: 3 clusters Score -1.610092e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -16100992.000000 Penalty: 5780.990723
	Iteration 46Q: 3 clusters Score -1.610099e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -16101037.000000 Penalty: 5780.990723
	Iteration 47Q: 3 clusters Score -1.610104e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -16101067.000000 Penalty: 5780.990723
	Iteration 48Q: 3 clusters Score -1.610107e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54745 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -16101172.000000 Penalty: 5780.990723
	Iteration 49Q: 3 clusters Score -1.610117e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -16101257.000000 Penalty: 5780.990723
	Iteration 50Q: 3 clusters Score -1.610126e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -16101332.000000 Penalty: 5780.990723
	Iteration 51Q: 3 clusters Score -1.610133e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 62221 members 
Entering Unmasked Estep 
Score: -16101335.000000 Penalty: 5780.990723
	Iteration 52Q: 3 clusters Score -1.610134e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -16101381.000000 Penalty: 5780.990723
	Iteration 53Q: 3 clusters Score -1.610138e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -16101454.000000 Penalty: 5780.990723
	Iteration 54Q: 3 clusters Score -1.610145e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -16101497.000000 Penalty: 5780.990723
	Iteration 55Q: 3 clusters Score -1.61015e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 64604 members 
Entering Unmasked Estep 
Score: -16101532.000000 Penalty: 5780.990723
	Iteration 56Q: 3 clusters Score -1.610153e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -16101581.000000 Penalty: 5780.990723
	Iteration 57Q: 3 clusters Score -1.610158e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -16101634.000000 Penalty: 5780.990723
	Iteration 58Q: 3 clusters Score -1.610163e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -16101671.000000 Penalty: 5780.990723
	Iteration 59Q: 3 clusters Score -1.610167e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -16101760.000000 Penalty: 5780.990723
	Iteration 60F: 3 clusters Score -1.610176e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -16101867.000000 Penalty: 5780.990723
	Iteration 61Q: 3 clusters Score -1.610187e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 68391 members 
Entering Unmasked Estep 
Score: -16102008.000000 Penalty: 5780.990723
	Iteration 62Q: 3 clusters Score -1.610201e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 69141 members 
Entering Unmasked Estep 
Score: -16102095.000000 Penalty: 5780.990723
	Iteration 63Q: 3 clusters Score -1.61021e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -16102211.000000 Penalty: 5780.990723
	Iteration 64Q: 3 clusters Score -1.610221e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 70859 members 
Entering Unmasked Estep 
Score: -16102234.000000 Penalty: 5780.990723
	Iteration 65Q: 3 clusters Score -1.610223e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -16102408.000000 Penalty: 5780.990723
	Iteration 66Q: 3 clusters Score -1.610241e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -16102558.000000 Penalty: 5780.990723
	Iteration 67Q: 3 clusters Score -1.610256e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 73716 members 
Entering Unmasked Estep 
Score: -16102611.000000 Penalty: 5780.990723
	Iteration 68Q: 3 clusters Score -1.610261e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 74772 members 
Entering Unmasked Estep 
Score: -16102773.000000 Penalty: 5780.990723
	Iteration 69Q: 3 clusters Score -1.610277e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -16102993.000000 Penalty: 5780.990723
	Iteration 70Q: 3 clusters Score -1.610299e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -16103226.000000 Penalty: 5780.990723
	Iteration 71Q: 3 clusters Score -1.610323e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -16103473.000000 Penalty: 5780.990723
	Iteration 72Q: 3 clusters Score -1.610347e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 79573 members 
Entering Unmasked Estep 
Score: -16103718.000000 Penalty: 5780.990723
	Iteration 73Q: 3 clusters Score -1.610372e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -16103993.000000 Penalty: 5780.990723
	Iteration 74Q: 3 clusters Score -1.610399e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -16104315.000000 Penalty: 5780.990723
	Iteration 75Q: 3 clusters Score -1.610432e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 83502 members 
Entering Unmasked Estep 
Score: -16104563.000000 Penalty: 5780.990723
	Iteration 76Q: 3 clusters Score -1.610456e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -16104766.000000 Penalty: 5780.990723
	Iteration 77Q: 3 clusters Score -1.610477e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -16104949.000000 Penalty: 5780.990723
	Iteration 78Q: 3 clusters Score -1.610495e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -16105174.000000 Penalty: 5780.990723
	Iteration 79Q: 3 clusters Score -1.610517e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -16105490.000000 Penalty: 5780.990723
	Iteration 80F: 3 clusters Score -1.610549e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 89600 members 
Entering Unmasked Estep 
Score: -16105710.000000 Penalty: 5780.990723
	Iteration 81Q: 3 clusters Score -1.610571e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 90775 members 
Entering Unmasked Estep 
Score: -16106022.000000 Penalty: 5780.990723
	Iteration 82Q: 3 clusters Score -1.610602e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 91961 members 
Entering Unmasked Estep 
Score: -16106362.000000 Penalty: 5780.990723
	Iteration 83Q: 3 clusters Score -1.610636e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -16106697.000000 Penalty: 5780.990723
	Iteration 84Q: 3 clusters Score -1.61067e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -16107010.000000 Penalty: 5780.990723
	Iteration 85Q: 3 clusters Score -1.610701e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -16107268.000000 Penalty: 5780.990723
	Iteration 86Q: 3 clusters Score -1.610727e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -16107621.000000 Penalty: 5780.990723
	Iteration 87Q: 3 clusters Score -1.610762e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -16107896.000000 Penalty: 5780.990723
	Iteration 88Q: 3 clusters Score -1.61079e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -16108134.000000 Penalty: 5780.990723
	Iteration 89Q: 3 clusters Score -1.610813e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 99862 members 
Entering Unmasked Estep 
Score: -16108370.000000 Penalty: 5780.990723
	Iteration 90Q: 3 clusters Score -1.610837e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -16108583.000000 Penalty: 5780.990723
	Iteration 91Q: 3 clusters Score -1.610858e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 101663 members 
Entering Unmasked Estep 
Score: -16108757.000000 Penalty: 5780.990723
	Iteration 92Q: 3 clusters Score -1.610876e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -16109057.000000 Penalty: 5780.990723
	Iteration 93Q: 3 clusters Score -1.610906e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 103293 members 
Entering Unmasked Estep 
Score: -16109288.000000 Penalty: 5780.990723
	Iteration 94Q: 3 clusters Score -1.610929e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 104067 members 
Entering Unmasked Estep 
Score: -16109423.000000 Penalty: 5780.990723
	Iteration 95Q: 3 clusters Score -1.610942e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -16109709.000000 Penalty: 5780.990723
	Iteration 96Q: 3 clusters Score -1.610971e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -16109834.000000 Penalty: 5780.990723
	Iteration 97Q: 3 clusters Score -1.610983e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 106167 members 
Entering Unmasked Estep 
Score: -16109978.000000 Penalty: 5780.990723
	Iteration 98Q: 3 clusters Score -1.610998e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 106758 members 
Entering Unmasked Estep 
Score: -16110079.000000 Penalty: 5780.990723
	Iteration 99Q: 3 clusters Score -1.611008e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 107332 members 
Entering Unmasked Estep 
Score: -16110255.000000 Penalty: 5780.990723
	Iteration 100F: 3 clusters Score -1.611026e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -16110491.000000 Penalty: 5780.990723
	Iteration 101Q: 3 clusters Score -1.611049e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 108404 members 
Entering Unmasked Estep 
Score: -16110653.000000 Penalty: 5780.990723
	Iteration 102Q: 3 clusters Score -1.611065e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 108879 members 
Entering Unmasked Estep 
Score: -16110772.000000 Penalty: 5780.990723
	Iteration 103Q: 3 clusters Score -1.611077e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 109337 members 
Entering Unmasked Estep 
Score: -16110862.000000 Penalty: 5780.990723
	Iteration 104Q: 3 clusters Score -1.611086e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 109748 members 
Entering Unmasked Estep 
Score: -16111005.000000 Penalty: 5780.990723
	Iteration 105Q: 3 clusters Score -1.6111e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -16111149.000000 Penalty: 5780.990723
	Iteration 106Q: 3 clusters Score -1.611115e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 110530 members 
Entering Unmasked Estep 
Score: -16111239.000000 Penalty: 5780.990723
	Iteration 107Q: 3 clusters Score -1.611124e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 110837 members 
Entering Unmasked Estep 
Score: -16111331.000000 Penalty: 5780.990723
	Iteration 108Q: 3 clusters Score -1.611133e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 111112 members 
Entering Unmasked Estep 
Score: -16111398.000000 Penalty: 5780.990723
	Iteration 109Q: 3 clusters Score -1.61114e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -16111465.000000 Penalty: 5780.990723
	Iteration 110Q: 3 clusters Score -1.611146e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -16111536.000000 Penalty: 5780.990723
	Iteration 111Q: 3 clusters Score -1.611154e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -16111600.000000 Penalty: 5780.990723
	Iteration 112Q: 3 clusters Score -1.61116e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -16111652.000000 Penalty: 5780.990723
	Iteration 113Q: 3 clusters Score -1.611165e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 112124 members 
Entering Unmasked Estep 
Score: -16111656.000000 Penalty: 5780.990723
	Iteration 114Q: 3 clusters Score -1.611166e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 112265 members 
Entering Unmasked Estep 
Score: -16111724.000000 Penalty: 5780.990723
	Iteration 115Q: 3 clusters Score -1.611172e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 112408 members 
Entering Unmasked Estep 
Score: -16111795.000000 Penalty: 5780.990723
	Iteration 116Q: 3 clusters Score -1.61118e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 112528 members 
Entering Unmasked Estep 
Score: -16111830.000000 Penalty: 5780.990723
	Iteration 117Q: 3 clusters Score -1.611183e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -16111875.000000 Penalty: 5780.990723
	Iteration 118Q: 3 clusters Score -1.611188e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 112752 members 
Entering Unmasked Estep 
Score: -16111932.000000 Penalty: 5780.990723
	Iteration 119Q: 3 clusters Score -1.611193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -16111952.000000 Penalty: 5780.990723
	Iteration 120F: 3 clusters Score -1.611195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 112919 members 
Entering Unmasked Estep 
Score: -16111971.000000 Penalty: 5780.990723
	Iteration 121Q: 3 clusters Score -1.611197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 112993 members 
Entering Unmasked Estep 
Score: -16111966.000000 Penalty: 5780.990723
	Iteration 122Q: 3 clusters Score -1.611197e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 113058 members 
Entering Unmasked Estep 
Score: -16111991.000000 Penalty: 5780.990723
	Iteration 123Q: 3 clusters Score -1.611199e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -16112020.000000 Penalty: 5780.990723
	Iteration 124Q: 3 clusters Score -1.611202e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 113158 members 
Entering Unmasked Estep 
Score: -16112028.000000 Penalty: 5780.990723
	Iteration 125Q: 3 clusters Score -1.611203e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 113206 members 
Entering Unmasked Estep 
Score: -16112034.000000 Penalty: 5780.990723
	Iteration 126Q: 3 clusters Score -1.611203e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 113251 members 
Entering Unmasked Estep 
Score: -16112021.000000 Penalty: 5780.990723
	Iteration 127Q: 3 clusters Score -1.611202e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 113284 members 
Entering Unmasked Estep 
Score: -16112026.000000 Penalty: 5780.990723
	Iteration 128Q: 3 clusters Score -1.611203e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 113312 members 
Entering Unmasked Estep 
Score: -16112043.000000 Penalty: 5780.990723
	Iteration 129Q: 3 clusters Score -1.611204e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 113338 members 
Entering Unmasked Estep 
Score: -16112041.000000 Penalty: 5780.990723
	Iteration 130Q: 3 clusters Score -1.611204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 113362 members 
Entering Unmasked Estep 
Score: -16112052.000000 Penalty: 5780.990723
	Iteration 131Q: 3 clusters Score -1.611205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -16112068.000000 Penalty: 5780.990723
	Iteration 132Q: 3 clusters Score -1.611207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -16112053.000000 Penalty: 5780.990723
	Iteration 133Q: 3 clusters Score -1.611205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -16112080.000000 Penalty: 5780.990723
	Iteration 134Q: 3 clusters Score -1.611208e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 113466 members 
Entering Unmasked Estep 
Score: -16112092.000000 Penalty: 5780.990723
	Iteration 135Q: 3 clusters Score -1.611209e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -16112106.000000 Penalty: 5780.990723
	Iteration 136Q: 3 clusters Score -1.611211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 113520 members 
Entering Unmasked Estep 
Score: -16112103.000000 Penalty: 5780.990723
	Iteration 137Q: 3 clusters Score -1.61121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 113548 members 
Entering Unmasked Estep 
Score: -16112125.000000 Penalty: 5780.990723
	Iteration 138Q: 3 clusters Score -1.611212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 113569 members 
Entering Unmasked Estep 
Score: -16112120.000000 Penalty: 5780.990723
	Iteration 139Q: 3 clusters Score -1.611212e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 113584 members 
Entering Unmasked Estep 
Score: -16112139.000000 Penalty: 5780.990723
	Iteration 140F: 3 clusters Score -1.611214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 113596 members 
Entering Unmasked Estep 
Score: -16112122.000000 Penalty: 5780.990723
	Iteration 141Q: 3 clusters Score -1.611212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 113608 members 
Entering Unmasked Estep 
Score: -16112131.000000 Penalty: 5780.990723
	Iteration 142Q: 3 clusters Score -1.611213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 113621 members 
Entering Unmasked Estep 
Score: -16112140.000000 Penalty: 5780.990723
	Iteration 143Q: 3 clusters Score -1.611214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -16112132.000000 Penalty: 5780.990723
	Iteration 144Q: 3 clusters Score -1.611213e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -16112140.000000 Penalty: 5780.990723
	Iteration 145Q: 3 clusters Score -1.611214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 113666 members 
Entering Unmasked Estep 
Score: -16112157.000000 Penalty: 5780.990723
	Iteration 146Q: 3 clusters Score -1.611216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 113676 members 
Entering Unmasked Estep 
Score: -16112165.000000 Penalty: 5780.990723
	Iteration 147Q: 3 clusters Score -1.611216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -16112170.000000 Penalty: 5780.990723
	Iteration 148Q: 3 clusters Score -1.611217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 113702 members 
Entering Unmasked Estep 
Score: -16112186.000000 Penalty: 5780.990723
	Iteration 149Q: 3 clusters Score -1.611219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 113706 members 
Entering Unmasked Estep 
Score: -16112181.000000 Penalty: 5780.990723
	Iteration 150Q: 3 clusters Score -1.611218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -16112199.000000 Penalty: 5780.990723
	Iteration 151Q: 3 clusters Score -1.61122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 113722 members 
Entering Unmasked Estep 
Score: -16112196.000000 Penalty: 5780.990723
	Iteration 152Q: 3 clusters Score -1.61122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 113727 members 
Entering Unmasked Estep 
Score: -16112193.000000 Penalty: 5780.990723
	Iteration 153Q: 3 clusters Score -1.611219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -16112195.000000 Penalty: 5780.990723
	Iteration 154Q: 3 clusters Score -1.61122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 113738 members 
Entering Unmasked Estep 
Score: -16112197.000000 Penalty: 5780.990723
	Iteration 155Q: 3 clusters Score -1.61122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 113743 members 
Entering Unmasked Estep 
Score: -16112202.000000 Penalty: 5780.990723
	Iteration 156Q: 3 clusters Score -1.61122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -16112210.000000 Penalty: 5780.990723
	Iteration 157Q: 3 clusters Score -1.611221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -16112202.000000 Penalty: 5780.990723
	Iteration 158Q: 3 clusters Score -1.61122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 113762 members 
Entering Unmasked Estep 
Score: -16112195.000000 Penalty: 5780.990723
	Iteration 159Q: 3 clusters Score -1.61122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 113772 members 
Entering Unmasked Estep 
Score: -16112200.000000 Penalty: 5780.990723
	Iteration 160F: 3 clusters Score -1.61122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -16112202.000000 Penalty: 5780.990723
	Iteration 161Q: 3 clusters Score -1.61122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 113790 members 
Entering Unmasked Estep 
Score: -16112212.000000 Penalty: 5780.990723
	Iteration 162Q: 3 clusters Score -1.611221e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 113800 members 
Entering Unmasked Estep 
Score: -16112208.000000 Penalty: 5780.990723
	Iteration 163Q: 3 clusters Score -1.611221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -16112209.000000 Penalty: 5780.990723
	Iteration 164Q: 3 clusters Score -1.611221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 113812 members 
Entering Unmasked Estep 
Score: -16112222.000000 Penalty: 5780.990723
	Iteration 165Q: 3 clusters Score -1.611222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -16112225.000000 Penalty: 5780.990723
	Iteration 166Q: 3 clusters Score -1.611222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -16112219.000000 Penalty: 5780.990723
	Iteration 167Q: 3 clusters Score -1.611222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -16112226.000000 Penalty: 5780.990723
	Iteration 168Q: 3 clusters Score -1.611223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 113814 members 
Entering Unmasked Estep 
Score: -16112231.000000 Penalty: 5780.990723
	Iteration 169Q: 3 clusters Score -1.611223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -16112230.000000 Penalty: 5780.990723
	Iteration 170Q: 3 clusters Score -1.611223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -16112219.000000 Penalty: 5780.990723
	Iteration 171Q: 3 clusters Score -1.611222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 113821 members 
Entering Unmasked Estep 
Score: -16112219.000000 Penalty: 5780.990723
	Iteration 172Q: 3 clusters Score -1.611222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -16112217.000000 Penalty: 5780.990723
	Iteration 173Q: 3 clusters Score -1.611222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 113822 members 
Entering Unmasked Estep 
Score: -16112217.000000 Penalty: 5780.990723
	Iteration 174F: 3 clusters Score -1.611222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -275468.781250 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -275468.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -272857.062500 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -272857.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -273471.281250 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -273471.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -273730.062500 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -273730.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -273898.156250 Penalty: 3786.391357
	Iteration 3F: 3 clusters Score -273898.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -274054.593750 Penalty: 3786.391357
	Iteration 4F: 3 clusters Score -274054.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -274244.437500 Penalty: 3786.391357
	Iteration 5Q: 3 clusters Score -274244.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -274427.500000 Penalty: 3786.391357
	Iteration 6Q: 3 clusters Score -274427.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -274519.906250 Penalty: 3786.391357
	Iteration 7Q: 3 clusters Score -274519.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -274580.125000 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -274580.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -274647.156250 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -274647.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -274727.031250 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -274727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -274835.718750 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -274835.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -275032.656250 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -275032.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275240.937500 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -275240.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -275373.687500 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -275373.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -275480.562500 Penalty: 3786.391357
	Iteration 15Q: 3 clusters Score -275480.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -275526.156250 Penalty: 3786.391357
	Iteration 16Q: 3 clusters Score -275526.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -275547.937500 Penalty: 3786.391357
	Iteration 17Q: 3 clusters Score -275547.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -275560.125000 Penalty: 3786.391357
	Iteration 18Q: 3 clusters Score -275560.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -275572.000000 Penalty: 3786.391357
	Iteration 19Q: 3 clusters Score -275572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -275577.437500 Penalty: 3786.391357
	Iteration 20F: 3 clusters Score -275577.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -275585.906250 Penalty: 3786.391357
	Iteration 21Q: 3 clusters Score -275585.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275594.656250 Penalty: 3786.391357
	Iteration 22Q: 3 clusters Score -275594.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -275599.062500 Penalty: 3786.391357
	Iteration 23Q: 3 clusters Score -275599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -275605.250000 Penalty: 3786.391357
	Iteration 24Q: 3 clusters Score -275605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -275617.375000 Penalty: 3786.391357
	Iteration 25Q: 3 clusters Score -275617.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -275631.062500 Penalty: 3786.391357
	Iteration 26Q: 3 clusters Score -275631.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275650.062500 Penalty: 3786.391357
	Iteration 27Q: 3 clusters Score -275650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -275681.812500 Penalty: 3786.391357
	Iteration 28Q: 3 clusters Score -275681.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275718.468750 Penalty: 3786.391357
	Iteration 29Q: 3 clusters Score -275718.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -275764.000000 Penalty: 3786.391357
	Iteration 30Q: 3 clusters Score -275764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -275819.468750 Penalty: 3786.391357
	Iteration 31Q: 3 clusters Score -275819.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -275882.937500 Penalty: 3786.391357
	Iteration 32Q: 3 clusters Score -275882.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -275940.500000 Penalty: 3786.391357
	Iteration 33Q: 3 clusters Score -275940.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -276012.500000 Penalty: 3786.391357
	Iteration 34Q: 3 clusters Score -276012.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -276152.687500 Penalty: 3786.391357
	Iteration 35Q: 3 clusters Score -276152.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -276440.593750 Penalty: 3786.391357
	Iteration 36Q: 3 clusters Score -276440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -276586.906250 Penalty: 3786.391357
	Iteration 37Q: 3 clusters Score -276586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -276622.250000 Penalty: 3786.391357
	Iteration 38Q: 3 clusters Score -276622.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -276636.750000 Penalty: 3786.391357
	Iteration 39Q: 3 clusters Score -276636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -276644.750000 Penalty: 3786.391357
	Iteration 40F: 3 clusters Score -276644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -276646.406250 Penalty: 3786.391357
	Iteration 41Q: 3 clusters Score -276646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -276646.406250 Penalty: 3786.391357
	Iteration 42F: 3 clusters Score -276646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 115292 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 14 contains 166679 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 25290 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 141880 members 
Mstep: Class 22 contains 28977 members 
Entering Unmasked Estep 
Score: -84907320.000000 Penalty: 49590.796875
Splitting cluster 10 changes total score from -84906344.000000 to -84907320.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 14 (166679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Entering Unmasked Estep 
Score: -23217482.000000 Penalty: 2981.908447
	Iteration 0F: 2 clusters Score -2.321748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -23111852.000000 Penalty: 5963.816895
	Iteration 0F: 3 clusters Score -2.311185e+07 nChanged 79596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -23158706.000000 Penalty: 5963.816895
	Iteration 1F: 3 clusters Score -2.315871e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -23159982.000000 Penalty: 5963.816895
	Iteration 2Q: 3 clusters Score -2.315998e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96151 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -23161882.000000 Penalty: 5963.816895
	Iteration 3Q: 3 clusters Score -2.316188e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103403 members 
Mstep: Class 2 contains 63276 members 
Entering Unmasked Estep 
Score: -23165354.000000 Penalty: 5963.816895
	Iteration 4Q: 3 clusters Score -2.316535e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113949 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -23172100.000000 Penalty: 5963.816895
	Iteration 5F: 3 clusters Score -2.31721e+07 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127778 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -23183470.000000 Penalty: 5963.816895
	Iteration 6F: 3 clusters Score -2.318347e+07 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -23197346.000000 Penalty: 5963.816895
	Iteration 7F: 3 clusters Score -2.319735e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154755 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -23208200.000000 Penalty: 5963.816895
	Iteration 8F: 3 clusters Score -2.32082e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161372 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -23212234.000000 Penalty: 5963.816895
	Iteration 9Q: 3 clusters Score -2.321223e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -23213900.000000 Penalty: 5963.816895
	Iteration 10Q: 3 clusters Score -2.32139e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165216 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -23214518.000000 Penalty: 5963.816895
	Iteration 11Q: 3 clusters Score -2.321452e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165617 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23214750.000000 Penalty: 5963.816895
	Iteration 12Q: 3 clusters Score -2.321475e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -23214914.000000 Penalty: 5963.816895
	Iteration 13Q: 3 clusters Score -2.321491e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23214984.000000 Penalty: 5963.816895
	Iteration 14Q: 3 clusters Score -2.321498e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -23215036.000000 Penalty: 5963.816895
	Iteration 15Q: 3 clusters Score -2.321504e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165982 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -23215048.000000 Penalty: 5963.816895
	Iteration 16Q: 3 clusters Score -2.321505e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166011 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23215076.000000 Penalty: 5963.816895
	Iteration 17Q: 3 clusters Score -2.321508e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166028 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -23215110.000000 Penalty: 5963.816895
	Iteration 18Q: 3 clusters Score -2.321511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166049 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -23215116.000000 Penalty: 5963.816895
	Iteration 19Q: 3 clusters Score -2.321512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166061 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -23215094.000000 Penalty: 5963.816895
	Iteration 20F: 3 clusters Score -2.321509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166066 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -23215088.000000 Penalty: 5963.816895
	Iteration 21Q: 3 clusters Score -2.321509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166068 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23215106.000000 Penalty: 5963.816895
	Iteration 22Q: 3 clusters Score -2.321511e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -23215106.000000 Penalty: 5963.816895
	Iteration 23Q: 3 clusters Score -2.321511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166078 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -23215090.000000 Penalty: 5963.816895
	Iteration 24Q: 3 clusters Score -2.321509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166083 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23215124.000000 Penalty: 5963.816895
	Iteration 25Q: 3 clusters Score -2.321512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -23215118.000000 Penalty: 5963.816895
	Iteration 26Q: 3 clusters Score -2.321512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166086 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23215120.000000 Penalty: 5963.816895
	Iteration 27Q: 3 clusters Score -2.321512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -23215136.000000 Penalty: 5963.816895
	Iteration 28Q: 3 clusters Score -2.321514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23215144.000000 Penalty: 5963.816895
	Iteration 29Q: 3 clusters Score -2.321514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23215132.000000 Penalty: 5963.816895
	Iteration 30Q: 3 clusters Score -2.321513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -23215128.000000 Penalty: 5963.816895
	Iteration 31Q: 3 clusters Score -2.321513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23215114.000000 Penalty: 5963.816895
	Iteration 32Q: 3 clusters Score -2.321511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23215138.000000 Penalty: 5963.816895
	Iteration 33Q: 3 clusters Score -2.321514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166103 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23215146.000000 Penalty: 5963.816895
	Iteration 34Q: 3 clusters Score -2.321515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23215140.000000 Penalty: 5963.816895
	Iteration 35Q: 3 clusters Score -2.321514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23215160.000000 Penalty: 5963.816895
	Iteration 36Q: 3 clusters Score -2.321516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -23215166.000000 Penalty: 5963.816895
	Iteration 37Q: 3 clusters Score -2.321517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -23215160.000000 Penalty: 5963.816895
	Iteration 38Q: 3 clusters Score -2.321516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166095 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -23215160.000000 Penalty: 5963.816895
	Iteration 39F: 3 clusters Score -2.321516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (97953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Entering Unmasked Estep 
Score: -13779033.000000 Penalty: 2850.076172
	Iteration 0F: 2 clusters Score -1.377903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -13714127.000000 Penalty: 5700.152344
	Iteration 0F: 3 clusters Score -1.371413e+07 nChanged 46512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -13741318.000000 Penalty: 5700.152344
	Iteration 1F: 3 clusters Score -1.374132e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -13742297.000000 Penalty: 5700.152344
	Iteration 2Q: 3 clusters Score -1.37423e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -13743597.000000 Penalty: 5700.152344
	Iteration 3Q: 3 clusters Score -1.37436e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -13745315.000000 Penalty: 5700.152344
	Iteration 4Q: 3 clusters Score -1.374532e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -13747737.000000 Penalty: 5700.152344
	Iteration 5Q: 3 clusters Score -1.374774e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -13751406.000000 Penalty: 5700.152344
	Iteration 6F: 3 clusters Score -1.375141e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -13756759.000000 Penalty: 5700.152344
	Iteration 7F: 3 clusters Score -1.375676e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78388 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -13762533.000000 Penalty: 5700.152344
	Iteration 8F: 3 clusters Score -1.376253e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -13767550.000000 Penalty: 5700.152344
	Iteration 9F: 3 clusters Score -1.376755e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87594 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -13771347.000000 Penalty: 5700.152344
	Iteration 10Q: 3 clusters Score -1.377135e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -13773667.000000 Penalty: 5700.152344
	Iteration 11Q: 3 clusters Score -1.377367e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91438 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -13775255.000000 Penalty: 5700.152344
	Iteration 12Q: 3 clusters Score -1.377526e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92246 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -13776170.000000 Penalty: 5700.152344
	Iteration 13Q: 3 clusters Score -1.377617e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92685 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -13776630.000000 Penalty: 5700.152344
	Iteration 14Q: 3 clusters Score -1.377663e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -13776840.000000 Penalty: 5700.152344
	Iteration 15Q: 3 clusters Score -1.377684e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93058 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -13777008.000000 Penalty: 5700.152344
	Iteration 16Q: 3 clusters Score -1.377701e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -13777113.000000 Penalty: 5700.152344
	Iteration 17Q: 3 clusters Score -1.377711e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93172 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -13777216.000000 Penalty: 5700.152344
	Iteration 18Q: 3 clusters Score -1.377722e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93195 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -13777256.000000 Penalty: 5700.152344
	Iteration 19Q: 3 clusters Score -1.377726e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -13777294.000000 Penalty: 5700.152344
	Iteration 20F: 3 clusters Score -1.377729e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93189 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -13777314.000000 Penalty: 5700.152344
	Iteration 21Q: 3 clusters Score -1.377731e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93166 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -13777335.000000 Penalty: 5700.152344
	Iteration 22Q: 3 clusters Score -1.377734e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -13777379.000000 Penalty: 5700.152344
	Iteration 23Q: 3 clusters Score -1.377738e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13777367.000000 Penalty: 5700.152344
	Iteration 24Q: 3 clusters Score -1.377737e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93140 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -13777356.000000 Penalty: 5700.152344
	Iteration 25Q: 3 clusters Score -1.377736e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13777348.000000 Penalty: 5700.152344
	Iteration 26Q: 3 clusters Score -1.377735e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93119 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -13777377.000000 Penalty: 5700.152344
	Iteration 27Q: 3 clusters Score -1.377738e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93110 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -13777386.000000 Penalty: 5700.152344
	Iteration 28Q: 3 clusters Score -1.377739e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93094 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -13777377.000000 Penalty: 5700.152344
	Iteration 29Q: 3 clusters Score -1.377738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93079 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -13777380.000000 Penalty: 5700.152344
	Iteration 30Q: 3 clusters Score -1.377738e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93060 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -13777386.000000 Penalty: 5700.152344
	Iteration 31Q: 3 clusters Score -1.377739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -13777396.000000 Penalty: 5700.152344
	Iteration 32Q: 3 clusters Score -1.37774e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -13777390.000000 Penalty: 5700.152344
	Iteration 33Q: 3 clusters Score -1.377739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92994 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -13777384.000000 Penalty: 5700.152344
	Iteration 34Q: 3 clusters Score -1.377738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92970 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -13777390.000000 Penalty: 5700.152344
	Iteration 35Q: 3 clusters Score -1.377739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92946 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -13777390.000000 Penalty: 5700.152344
	Iteration 36Q: 3 clusters Score -1.377739e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92923 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -13777402.000000 Penalty: 5700.152344
	Iteration 37Q: 3 clusters Score -1.37774e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -13777411.000000 Penalty: 5700.152344
	Iteration 38Q: 3 clusters Score -1.377741e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -13777388.000000 Penalty: 5700.152344
	Iteration 39Q: 3 clusters Score -1.377739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -13777407.000000 Penalty: 5700.152344
	Iteration 40F: 3 clusters Score -1.377741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92846 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -13777424.000000 Penalty: 5700.152344
	Iteration 41Q: 3 clusters Score -1.377742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -13777395.000000 Penalty: 5700.152344
	Iteration 42Q: 3 clusters Score -1.37774e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -13777405.000000 Penalty: 5700.152344
	Iteration 43Q: 3 clusters Score -1.37774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92799 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -13777397.000000 Penalty: 5700.152344
	Iteration 44Q: 3 clusters Score -1.37774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -13777415.000000 Penalty: 5700.152344
	Iteration 45Q: 3 clusters Score -1.377742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -13777400.000000 Penalty: 5700.152344
	Iteration 46Q: 3 clusters Score -1.37774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -13777396.000000 Penalty: 5700.152344
	Iteration 47Q: 3 clusters Score -1.37774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -13777392.000000 Penalty: 5700.152344
	Iteration 48Q: 3 clusters Score -1.377739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -13777396.000000 Penalty: 5700.152344
	Iteration 49Q: 3 clusters Score -1.37774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -13777401.000000 Penalty: 5700.152344
	Iteration 50Q: 3 clusters Score -1.37774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92760 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -13777404.000000 Penalty: 5700.152344
	Iteration 51Q: 3 clusters Score -1.37774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -13777413.000000 Penalty: 5700.152344
	Iteration 52Q: 3 clusters Score -1.377741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92745 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -13777406.000000 Penalty: 5700.152344
	Iteration 53Q: 3 clusters Score -1.377741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92740 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -13777411.000000 Penalty: 5700.152344
	Iteration 54Q: 3 clusters Score -1.377741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -13777404.000000 Penalty: 5700.152344
	Iteration 55Q: 3 clusters Score -1.37774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92734 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -13777409.000000 Penalty: 5700.152344
	Iteration 56Q: 3 clusters Score -1.377741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92733 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -13777411.000000 Penalty: 5700.152344
	Iteration 57Q: 3 clusters Score -1.377741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92732 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -13777397.000000 Penalty: 5700.152344
	Iteration 58Q: 3 clusters Score -1.37774e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -13777397.000000 Penalty: 5700.152344
	Iteration 59Q: 3 clusters Score -1.37774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -13777387.000000 Penalty: 5700.152344
	Iteration 60F: 3 clusters Score -1.377739e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -13777396.000000 Penalty: 5700.152344
	Iteration 61Q: 3 clusters Score -1.37774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92727 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -13777393.000000 Penalty: 5700.152344
	Iteration 62Q: 3 clusters Score -1.377739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -13777385.000000 Penalty: 5700.152344
	Iteration 63Q: 3 clusters Score -1.377738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92722 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -13777393.000000 Penalty: 5700.152344
	Iteration 64Q: 3 clusters Score -1.377739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13777400.000000 Penalty: 5700.152344
	Iteration 65Q: 3 clusters Score -1.37774e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92720 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -13777400.000000 Penalty: 5700.152344
	Iteration 66F: 3 clusters Score -1.37774e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Entering Unmasked Estep 
Score: -3565003.000000 Penalty: 2514.264893
	Iteration 0F: 2 clusters Score -3565003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3547494.000000 Penalty: 5028.529785
	Iteration 0F: 3 clusters Score -3547494 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -3553793.250000 Penalty: 5028.529785
	Iteration 1F: 3 clusters Score -3553793 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3554347.250000 Penalty: 5028.529785
	Iteration 2F: 3 clusters Score -3554347 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3554983.750000 Penalty: 5028.529785
	Iteration 3F: 3 clusters Score -3554984 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -3555784.000000 Penalty: 5028.529785
	Iteration 4F: 3 clusters Score -3555784 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3556915.750000 Penalty: 5028.529785
	Iteration 5F: 3 clusters Score -3556916 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3558183.750000 Penalty: 5028.529785
	Iteration 6F: 3 clusters Score -3558184 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3559695.000000 Penalty: 5028.529785
	Iteration 7F: 3 clusters Score -3559695 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3561267.000000 Penalty: 5028.529785
	Iteration 8F: 3 clusters Score -3561267 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -3562787.500000 Penalty: 5028.529785
	Iteration 9F: 3 clusters Score -3562788 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3563994.000000 Penalty: 5028.529785
	Iteration 10Q: 3 clusters Score -3563994 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3564730.000000 Penalty: 5028.529785
	Iteration 11Q: 3 clusters Score -3564730 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3565180.000000 Penalty: 5028.529785
	Iteration 12Q: 3 clusters Score -3565180 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3565428.000000 Penalty: 5028.529785
	Iteration 13Q: 3 clusters Score -3565428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3565589.000000 Penalty: 5028.529785
	Iteration 14Q: 3 clusters Score -3565589 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3565651.500000 Penalty: 5028.529785
	Iteration 15Q: 3 clusters Score -3565652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3565684.000000 Penalty: 5028.529785
	Iteration 16Q: 3 clusters Score -3565684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3565691.250000 Penalty: 5028.529785
	Iteration 17Q: 3 clusters Score -3565691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3565690.000000 Penalty: 5028.529785
	Iteration 18Q: 3 clusters Score -3565690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3565703.000000 Penalty: 5028.529785
	Iteration 19Q: 3 clusters Score -3565703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3565709.500000 Penalty: 5028.529785
	Iteration 20F: 3 clusters Score -3565710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3565719.500000 Penalty: 5028.529785
	Iteration 21Q: 3 clusters Score -3565720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3565727.750000 Penalty: 5028.529785
	Iteration 22Q: 3 clusters Score -3565728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3565725.750000 Penalty: 5028.529785
	Iteration 23Q: 3 clusters Score -3565726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3565726.000000 Penalty: 5028.529785
	Iteration 24Q: 3 clusters Score -3565726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3565731.000000 Penalty: 5028.529785
	Iteration 25Q: 3 clusters Score -3565731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3565733.500000 Penalty: 5028.529785
	Iteration 26Q: 3 clusters Score -3565734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3565737.250000 Penalty: 5028.529785
	Iteration 27Q: 3 clusters Score -3565737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3565740.500000 Penalty: 5028.529785
	Iteration 28Q: 3 clusters Score -3565740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3565737.000000 Penalty: 5028.529785
	Iteration 29Q: 3 clusters Score -3565737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3565737.000000 Penalty: 5028.529785
	Iteration 30Q: 3 clusters Score -3565737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3565737.000000 Penalty: 5028.529785
	Iteration 31F: 3 clusters Score -3565737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 115292 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 14 contains 166679 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 23224 members 
Mstep: Class 17 contains 1377 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 141880 members 
Mstep: Class 22 contains 28977 members 
Entering Unmasked Estep 
Score: -84907120.000000 Penalty: 52896.847656
Splitting cluster 16 changes total score from -84906344.000000 to -84907120.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -164389.671875 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -164389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -162253.328125 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -162253.3 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -163403.609375 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -163403.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164360.609375 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -164360.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -165019.656250 Penalty: 3584.920654
	Iteration 3F: 3 clusters Score -165019.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165515.609375 Penalty: 3584.920654
	Iteration 4F: 3 clusters Score -165515.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165818.187500 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -165818.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165906.937500 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -165906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -165926.765625 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -165926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165928.468750 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -165928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -165929.187500 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -165929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -165929.187500 Penalty: 3584.920654
	Iteration 10F: 3 clusters Score -165929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 115292 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 14 contains 166679 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 23224 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 141880 members 
Mstep: Class 22 contains 28977 members 
Entering Unmasked Estep 
Score: -84907056.000000 Penalty: 56202.902344
Splitting cluster 17 changes total score from -84906344.000000 to -84907056.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 18 (1880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Entering Unmasked Estep 
Score: -260658.781250 Penalty: 1869.678711
	Iteration 0F: 2 clusters Score -260658.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -258150.250000 Penalty: 3739.357422
	Iteration 0F: 3 clusters Score -258150.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258571.359375 Penalty: 3739.357422
	Iteration 1F: 3 clusters Score -258571.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -258675.703125 Penalty: 3739.357422
	Iteration 2F: 3 clusters Score -258675.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -258735.000000 Penalty: 3739.357422
	Iteration 3Q: 3 clusters Score -258735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258762.593750 Penalty: 3739.357422
	Iteration 4Q: 3 clusters Score -258762.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -258781.718750 Penalty: 3739.357422
	Iteration 5Q: 3 clusters Score -258781.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258793.687500 Penalty: 3739.357422
	Iteration 6Q: 3 clusters Score -258793.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -258811.687500 Penalty: 3739.357422
	Iteration 7Q: 3 clusters Score -258811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258818.125000 Penalty: 3739.357422
	Iteration 8Q: 3 clusters Score -258818.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -258821.640625 Penalty: 3739.357422
	Iteration 9Q: 3 clusters Score -258821.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -258824.578125 Penalty: 3739.357422
	Iteration 10Q: 3 clusters Score -258824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -258826.578125 Penalty: 3739.357422
	Iteration 11Q: 3 clusters Score -258826.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -258827.328125 Penalty: 3739.357422
	Iteration 12Q: 3 clusters Score -258827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -258828.437500 Penalty: 3739.357422
	Iteration 13Q: 3 clusters Score -258828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -258828.437500 Penalty: 3739.357422
	Iteration 14F: 3 clusters Score -258828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -26582.324219 Penalty: 1333.069092
	Iteration 0F: 2 clusters Score -26582.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25479.214844 Penalty: 2666.138184
	Iteration 0F: 3 clusters Score -25479.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25550.628906 Penalty: 2666.138184
	Iteration 1F: 3 clusters Score -25550.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25558.636719 Penalty: 2666.138184
	Iteration 2Q: 3 clusters Score -25558.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25558.636719 Penalty: 2666.138184
	Iteration 3F: 3 clusters Score -25558.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (141880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Entering Unmasked Estep 
Score: -19851196.000000 Penalty: 2941.958740
	Iteration 0F: 2 clusters Score -1.98512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71001 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -19759396.000000 Penalty: 5883.917480
	Iteration 0F: 3 clusters Score -1.97594e+07 nChanged 67854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70329 members 
Mstep: Class 2 contains 71551 members 
Entering Unmasked Estep 
Score: -19799732.000000 Penalty: 5883.917480
	Iteration 1F: 3 clusters Score -1.979973e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 71843 members 
Entering Unmasked Estep 
Score: -19801690.000000 Penalty: 5883.917480
	Iteration 2Q: 3 clusters Score -1.980169e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -19804518.000000 Penalty: 5883.917480
	Iteration 3Q: 3 clusters Score -1.980452e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 73550 members 
Entering Unmasked Estep 
Score: -19808494.000000 Penalty: 5883.917480
	Iteration 4F: 3 clusters Score -1.980849e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 75252 members 
Entering Unmasked Estep 
Score: -19814010.000000 Penalty: 5883.917480
	Iteration 5F: 3 clusters Score -1.981401e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 77400 members 
Entering Unmasked Estep 
Score: -19821238.000000 Penalty: 5883.917480
	Iteration 6F: 3 clusters Score -1.982124e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -19828552.000000 Penalty: 5883.917480
	Iteration 7F: 3 clusters Score -1.982855e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -19833356.000000 Penalty: 5883.917480
	Iteration 8F: 3 clusters Score -1.983336e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 81629 members 
Entering Unmasked Estep 
Score: -19835502.000000 Penalty: 5883.917480
	Iteration 9Q: 3 clusters Score -1.98355e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -19836582.000000 Penalty: 5883.917480
	Iteration 10Q: 3 clusters Score -1.983658e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -19837186.000000 Penalty: 5883.917480
	Iteration 11Q: 3 clusters Score -1.983719e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -19837796.000000 Penalty: 5883.917480
	Iteration 12Q: 3 clusters Score -1.98378e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -19838378.000000 Penalty: 5883.917480
	Iteration 13Q: 3 clusters Score -1.983838e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -19838988.000000 Penalty: 5883.917480
	Iteration 14Q: 3 clusters Score -1.983899e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 87680 members 
Entering Unmasked Estep 
Score: -19839422.000000 Penalty: 5883.917480
	Iteration 15Q: 3 clusters Score -1.983942e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -19839946.000000 Penalty: 5883.917480
	Iteration 16Q: 3 clusters Score -1.983995e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -19840422.000000 Penalty: 5883.917480
	Iteration 17Q: 3 clusters Score -1.984042e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 91785 members 
Entering Unmasked Estep 
Score: -19841062.000000 Penalty: 5883.917480
	Iteration 18Q: 3 clusters Score -1.984106e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -19841704.000000 Penalty: 5883.917480
	Iteration 19Q: 3 clusters Score -1.98417e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -19842440.000000 Penalty: 5883.917480
	Iteration 20F: 3 clusters Score -1.984244e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 96827 members 
Entering Unmasked Estep 
Score: -19843198.000000 Penalty: 5883.917480
	Iteration 21Q: 3 clusters Score -1.98432e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -19843976.000000 Penalty: 5883.917480
	Iteration 22Q: 3 clusters Score -1.984398e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 100154 members 
Entering Unmasked Estep 
Score: -19844698.000000 Penalty: 5883.917480
	Iteration 23Q: 3 clusters Score -1.98447e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 101720 members 
Entering Unmasked Estep 
Score: -19845234.000000 Penalty: 5883.917480
	Iteration 24Q: 3 clusters Score -1.984523e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -19845772.000000 Penalty: 5883.917480
	Iteration 25Q: 3 clusters Score -1.984577e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -19846308.000000 Penalty: 5883.917480
	Iteration 26Q: 3 clusters Score -1.984631e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -19846740.000000 Penalty: 5883.917480
	Iteration 27Q: 3 clusters Score -1.984674e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
Score: -19847156.000000 Penalty: 5883.917480
	Iteration 28Q: 3 clusters Score -1.984716e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 108574 members 
Entering Unmasked Estep 
Score: -19847530.000000 Penalty: 5883.917480
	Iteration 29Q: 3 clusters Score -1.984753e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -19847856.000000 Penalty: 5883.917480
	Iteration 30Q: 3 clusters Score -1.984786e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -19848386.000000 Penalty: 5883.917480
	Iteration 31Q: 3 clusters Score -1.984839e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -19848862.000000 Penalty: 5883.917480
	Iteration 32Q: 3 clusters Score -1.984886e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 113116 members 
Entering Unmasked Estep 
Score: -19849106.000000 Penalty: 5883.917480
	Iteration 33Q: 3 clusters Score -1.984911e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -19849442.000000 Penalty: 5883.917480
	Iteration 34Q: 3 clusters Score -1.984944e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 114982 members 
Entering Unmasked Estep 
Score: -19849736.000000 Penalty: 5883.917480
	Iteration 35Q: 3 clusters Score -1.984974e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 115834 members 
Entering Unmasked Estep 
Score: -19849946.000000 Penalty: 5883.917480
	Iteration 36Q: 3 clusters Score -1.984995e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 116597 members 
Entering Unmasked Estep 
Score: -19850084.000000 Penalty: 5883.917480
	Iteration 37Q: 3 clusters Score -1.985008e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -19850246.000000 Penalty: 5883.917480
	Iteration 38Q: 3 clusters Score -1.985025e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -19850350.000000 Penalty: 5883.917480
	Iteration 39Q: 3 clusters Score -1.985035e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -19850474.000000 Penalty: 5883.917480
	Iteration 40F: 3 clusters Score -1.985047e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 119084 members 
Entering Unmasked Estep 
Score: -19850614.000000 Penalty: 5883.917480
	Iteration 41Q: 3 clusters Score -1.985061e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 119548 members 
Entering Unmasked Estep 
Score: -19850672.000000 Penalty: 5883.917480
	Iteration 42Q: 3 clusters Score -1.985067e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 119965 members 
Entering Unmasked Estep 
Score: -19850690.000000 Penalty: 5883.917480
	Iteration 43Q: 3 clusters Score -1.985069e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 120337 members 
Entering Unmasked Estep 
Score: -19850734.000000 Penalty: 5883.917480
	Iteration 44Q: 3 clusters Score -1.985073e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -19850756.000000 Penalty: 5883.917480
	Iteration 45Q: 3 clusters Score -1.985076e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 120978 members 
Entering Unmasked Estep 
Score: -19850756.000000 Penalty: 5883.917480
	Iteration 46Q: 3 clusters Score -1.985076e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 121252 members 
Entering Unmasked Estep 
Score: -19850820.000000 Penalty: 5883.917480
	Iteration 47Q: 3 clusters Score -1.985082e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -19850790.000000 Penalty: 5883.917480
	Iteration 48Q: 3 clusters Score -1.985079e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -19850832.000000 Penalty: 5883.917480
	Iteration 49Q: 3 clusters Score -1.985083e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 122047 members 
Entering Unmasked Estep 
Score: -19850884.000000 Penalty: 5883.917480
	Iteration 50Q: 3 clusters Score -1.985088e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 122301 members 
Entering Unmasked Estep 
Score: -19850856.000000 Penalty: 5883.917480
	Iteration 51Q: 3 clusters Score -1.985086e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 122548 members 
Entering Unmasked Estep 
Score: -19850852.000000 Penalty: 5883.917480
	Iteration 52Q: 3 clusters Score -1.985085e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -19850862.000000 Penalty: 5883.917480
	Iteration 53Q: 3 clusters Score -1.985086e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 123055 members 
Entering Unmasked Estep 
Score: -19850894.000000 Penalty: 5883.917480
	Iteration 54Q: 3 clusters Score -1.985089e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 123268 members 
Entering Unmasked Estep 
Score: -19850910.000000 Penalty: 5883.917480
	Iteration 55Q: 3 clusters Score -1.985091e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 123476 members 
Entering Unmasked Estep 
Score: -19850936.000000 Penalty: 5883.917480
	Iteration 56Q: 3 clusters Score -1.985094e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 123657 members 
Entering Unmasked Estep 
Score: -19850958.000000 Penalty: 5883.917480
	Iteration 57Q: 3 clusters Score -1.985096e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -19850988.000000 Penalty: 5883.917480
	Iteration 58Q: 3 clusters Score -1.985099e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 123978 members 
Entering Unmasked Estep 
Score: -19851012.000000 Penalty: 5883.917480
	Iteration 59Q: 3 clusters Score -1.985101e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 124129 members 
Entering Unmasked Estep 
Score: -19851036.000000 Penalty: 5883.917480
	Iteration 60F: 3 clusters Score -1.985104e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 124278 members 
Entering Unmasked Estep 
Score: -19851012.000000 Penalty: 5883.917480
	Iteration 61Q: 3 clusters Score -1.985101e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 124417 members 
Entering Unmasked Estep 
Score: -19851016.000000 Penalty: 5883.917480
	Iteration 62Q: 3 clusters Score -1.985102e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -19851034.000000 Penalty: 5883.917480
	Iteration 63Q: 3 clusters Score -1.985103e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -19851050.000000 Penalty: 5883.917480
	Iteration 64Q: 3 clusters Score -1.985105e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 124783 members 
Entering Unmasked Estep 
Score: -19851058.000000 Penalty: 5883.917480
	Iteration 65Q: 3 clusters Score -1.985106e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 124884 members 
Entering Unmasked Estep 
Score: -19851044.000000 Penalty: 5883.917480
	Iteration 66Q: 3 clusters Score -1.985104e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 124977 members 
Entering Unmasked Estep 
Score: -19851048.000000 Penalty: 5883.917480
	Iteration 67Q: 3 clusters Score -1.985105e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 125069 members 
Entering Unmasked Estep 
Score: -19851030.000000 Penalty: 5883.917480
	Iteration 68Q: 3 clusters Score -1.985103e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 125158 members 
Entering Unmasked Estep 
Score: -19851036.000000 Penalty: 5883.917480
	Iteration 69Q: 3 clusters Score -1.985104e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 125235 members 
Entering Unmasked Estep 
Score: -19851032.000000 Penalty: 5883.917480
	Iteration 70Q: 3 clusters Score -1.985103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 125313 members 
Entering Unmasked Estep 
Score: -19851038.000000 Penalty: 5883.917480
	Iteration 71Q: 3 clusters Score -1.985104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 125399 members 
Entering Unmasked Estep 
Score: -19851070.000000 Penalty: 5883.917480
	Iteration 72Q: 3 clusters Score -1.985107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 125498 members 
Entering Unmasked Estep 
Score: -19851068.000000 Penalty: 5883.917480
	Iteration 73Q: 3 clusters Score -1.985107e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -19851058.000000 Penalty: 5883.917480
	Iteration 74Q: 3 clusters Score -1.985106e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 125671 members 
Entering Unmasked Estep 
Score: -19851030.000000 Penalty: 5883.917480
	Iteration 75Q: 3 clusters Score -1.985103e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 125769 members 
Entering Unmasked Estep 
Score: -19851046.000000 Penalty: 5883.917480
	Iteration 76Q: 3 clusters Score -1.985105e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 125844 members 
Entering Unmasked Estep 
Score: -19851074.000000 Penalty: 5883.917480
	Iteration 77Q: 3 clusters Score -1.985107e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -19851038.000000 Penalty: 5883.917480
	Iteration 78Q: 3 clusters Score -1.985104e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 125957 members 
Entering Unmasked Estep 
Score: -19851048.000000 Penalty: 5883.917480
	Iteration 79Q: 3 clusters Score -1.985105e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 126005 members 
Entering Unmasked Estep 
Score: -19851066.000000 Penalty: 5883.917480
	Iteration 80F: 3 clusters Score -1.985107e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -19851078.000000 Penalty: 5883.917480
	Iteration 81Q: 3 clusters Score -1.985108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -19851088.000000 Penalty: 5883.917480
	Iteration 82Q: 3 clusters Score -1.985109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 126166 members 
Entering Unmasked Estep 
Score: -19851116.000000 Penalty: 5883.917480
	Iteration 83Q: 3 clusters Score -1.985112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 126226 members 
Entering Unmasked Estep 
Score: -19851110.000000 Penalty: 5883.917480
	Iteration 84Q: 3 clusters Score -1.985111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 126282 members 
Entering Unmasked Estep 
Score: -19851094.000000 Penalty: 5883.917480
	Iteration 85Q: 3 clusters Score -1.985109e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 126336 members 
Entering Unmasked Estep 
Score: -19851096.000000 Penalty: 5883.917480
	Iteration 86Q: 3 clusters Score -1.98511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 126384 members 
Entering Unmasked Estep 
Score: -19851096.000000 Penalty: 5883.917480
	Iteration 87Q: 3 clusters Score -1.98511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 126425 members 
Entering Unmasked Estep 
Score: -19851136.000000 Penalty: 5883.917480
	Iteration 88Q: 3 clusters Score -1.985114e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 126459 members 
Entering Unmasked Estep 
Score: -19851124.000000 Penalty: 5883.917480
	Iteration 89Q: 3 clusters Score -1.985112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 126494 members 
Entering Unmasked Estep 
Score: -19851154.000000 Penalty: 5883.917480
	Iteration 90Q: 3 clusters Score -1.985115e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -19851162.000000 Penalty: 5883.917480
	Iteration 91Q: 3 clusters Score -1.985116e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 126577 members 
Entering Unmasked Estep 
Score: -19851134.000000 Penalty: 5883.917480
	Iteration 92Q: 3 clusters Score -1.985113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 126607 members 
Entering Unmasked Estep 
Score: -19851124.000000 Penalty: 5883.917480
	Iteration 93Q: 3 clusters Score -1.985112e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 126633 members 
Entering Unmasked Estep 
Score: -19851126.000000 Penalty: 5883.917480
	Iteration 94Q: 3 clusters Score -1.985113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -19851128.000000 Penalty: 5883.917480
	Iteration 95Q: 3 clusters Score -1.985113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -19851120.000000 Penalty: 5883.917480
	Iteration 96Q: 3 clusters Score -1.985112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 126690 members 
Entering Unmasked Estep 
Score: -19851120.000000 Penalty: 5883.917480
	Iteration 97Q: 3 clusters Score -1.985112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 126700 members 
Entering Unmasked Estep 
Score: -19851126.000000 Penalty: 5883.917480
	Iteration 98Q: 3 clusters Score -1.985113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 126713 members 
Entering Unmasked Estep 
Score: -19851134.000000 Penalty: 5883.917480
	Iteration 99Q: 3 clusters Score -1.985113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 126729 members 
Entering Unmasked Estep 
Score: -19851134.000000 Penalty: 5883.917480
	Iteration 100F: 3 clusters Score -1.985113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 126739 members 
Entering Unmasked Estep 
Score: -19851130.000000 Penalty: 5883.917480
	Iteration 101Q: 3 clusters Score -1.985113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -19851134.000000 Penalty: 5883.917480
	Iteration 102Q: 3 clusters Score -1.985113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 126760 members 
Entering Unmasked Estep 
Score: -19851132.000000 Penalty: 5883.917480
	Iteration 103Q: 3 clusters Score -1.985113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 126766 members 
Entering Unmasked Estep 
Score: -19851122.000000 Penalty: 5883.917480
	Iteration 104Q: 3 clusters Score -1.985112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -19851124.000000 Penalty: 5883.917480
	Iteration 105Q: 3 clusters Score -1.985112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 126778 members 
Entering Unmasked Estep 
Score: -19851122.000000 Penalty: 5883.917480
	Iteration 106Q: 3 clusters Score -1.985112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 126781 members 
Entering Unmasked Estep 
Score: -19851122.000000 Penalty: 5883.917480
	Iteration 107Q: 3 clusters Score -1.985112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 126783 members 
Entering Unmasked Estep 
Score: -19851118.000000 Penalty: 5883.917480
	Iteration 108Q: 3 clusters Score -1.985112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -19851130.000000 Penalty: 5883.917480
	Iteration 109Q: 3 clusters Score -1.985113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -19851150.000000 Penalty: 5883.917480
	Iteration 110Q: 3 clusters Score -1.985115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 126795 members 
Entering Unmasked Estep 
Score: -19851148.000000 Penalty: 5883.917480
	Iteration 111Q: 3 clusters Score -1.985115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -19851134.000000 Penalty: 5883.917480
	Iteration 112Q: 3 clusters Score -1.985113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 126804 members 
Entering Unmasked Estep 
Score: -19851144.000000 Penalty: 5883.917480
	Iteration 113Q: 3 clusters Score -1.985114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 126809 members 
Entering Unmasked Estep 
Score: -19851136.000000 Penalty: 5883.917480
	Iteration 114Q: 3 clusters Score -1.985114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 126813 members 
Entering Unmasked Estep 
Score: -19851120.000000 Penalty: 5883.917480
	Iteration 115Q: 3 clusters Score -1.985112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 126820 members 
Entering Unmasked Estep 
Score: -19851130.000000 Penalty: 5883.917480
	Iteration 116Q: 3 clusters Score -1.985113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 126828 members 
Entering Unmasked Estep 
Score: -19851130.000000 Penalty: 5883.917480
	Iteration 117Q: 3 clusters Score -1.985113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 126838 members 
Entering Unmasked Estep 
Score: -19851136.000000 Penalty: 5883.917480
	Iteration 118Q: 3 clusters Score -1.985114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 126850 members 
Entering Unmasked Estep 
Score: -19851138.000000 Penalty: 5883.917480
	Iteration 119Q: 3 clusters Score -1.985114e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 126855 members 
Entering Unmasked Estep 
Score: -19851132.000000 Penalty: 5883.917480
	Iteration 120F: 3 clusters Score -1.985113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -19851130.000000 Penalty: 5883.917480
	Iteration 121Q: 3 clusters Score -1.985113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 126864 members 
Entering Unmasked Estep 
Score: -19851120.000000 Penalty: 5883.917480
	Iteration 122Q: 3 clusters Score -1.985112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 126868 members 
Entering Unmasked Estep 
Score: -19851112.000000 Penalty: 5883.917480
	Iteration 123Q: 3 clusters Score -1.985111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 126871 members 
Entering Unmasked Estep 
Score: -19851110.000000 Penalty: 5883.917480
	Iteration 124Q: 3 clusters Score -1.985111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 126874 members 
Entering Unmasked Estep 
Score: -19851098.000000 Penalty: 5883.917480
	Iteration 125Q: 3 clusters Score -1.98511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 126875 members 
Entering Unmasked Estep 
Score: -19851100.000000 Penalty: 5883.917480
	Iteration 126Q: 3 clusters Score -1.98511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 126877 members 
Entering Unmasked Estep 
Score: -19851096.000000 Penalty: 5883.917480
	Iteration 127Q: 3 clusters Score -1.98511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 126880 members 
Entering Unmasked Estep 
Score: -19851114.000000 Penalty: 5883.917480
	Iteration 128Q: 3 clusters Score -1.985111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -19851108.000000 Penalty: 5883.917480
	Iteration 129Q: 3 clusters Score -1.985111e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 126881 members 
Entering Unmasked Estep 
Score: -19851108.000000 Penalty: 5883.917480
	Iteration 130F: 3 clusters Score -1.985111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Entering Unmasked Estep 
Score: -3947049.500000 Penalty: 2548.015869
	Iteration 0F: 2 clusters Score -3947050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3927277.000000 Penalty: 5096.031738
	Iteration 0F: 3 clusters Score -3927277 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -3934137.750000 Penalty: 5096.031738
	Iteration 1F: 3 clusters Score -3934138 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3934519.000000 Penalty: 5096.031738
	Iteration 2Q: 3 clusters Score -3934519 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3934787.750000 Penalty: 5096.031738
	Iteration 3Q: 3 clusters Score -3934788 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3935078.500000 Penalty: 5096.031738
	Iteration 4Q: 3 clusters Score -3935078 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3935442.000000 Penalty: 5096.031738
	Iteration 5Q: 3 clusters Score -3935442 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3935980.750000 Penalty: 5096.031738
	Iteration 6Q: 3 clusters Score -3935981 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3936647.500000 Penalty: 5096.031738
	Iteration 7Q: 3 clusters Score -3936648 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3937570.500000 Penalty: 5096.031738
	Iteration 8F: 3 clusters Score -3937570 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3938643.750000 Penalty: 5096.031738
	Iteration 9F: 3 clusters Score -3938644 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3939858.500000 Penalty: 5096.031738
	Iteration 10F: 3 clusters Score -3939858 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3941105.250000 Penalty: 5096.031738
	Iteration 11F: 3 clusters Score -3941105 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3942139.500000 Penalty: 5096.031738
	Iteration 12F: 3 clusters Score -3942140 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3942761.000000 Penalty: 5096.031738
	Iteration 13Q: 3 clusters Score -3942761 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -3943137.500000 Penalty: 5096.031738
	Iteration 14Q: 3 clusters Score -3943138 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3943371.500000 Penalty: 5096.031738
	Iteration 15Q: 3 clusters Score -3943372 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -3943532.750000 Penalty: 5096.031738
	Iteration 16Q: 3 clusters Score -3943533 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -3943648.500000 Penalty: 5096.031738
	Iteration 17Q: 3 clusters Score -3943648 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3943818.500000 Penalty: 5096.031738
	Iteration 18Q: 3 clusters Score -3943818 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3943993.250000 Penalty: 5096.031738
	Iteration 19Q: 3 clusters Score -3943993 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3944136.000000 Penalty: 5096.031738
	Iteration 20F: 3 clusters Score -3944136 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3944325.250000 Penalty: 5096.031738
	Iteration 21Q: 3 clusters Score -3944325 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3944518.250000 Penalty: 5096.031738
	Iteration 22Q: 3 clusters Score -3944518 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3944702.500000 Penalty: 5096.031738
	Iteration 23Q: 3 clusters Score -3944702 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3944905.000000 Penalty: 5096.031738
	Iteration 24Q: 3 clusters Score -3944905 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3945106.000000 Penalty: 5096.031738
	Iteration 25Q: 3 clusters Score -3945106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3945365.500000 Penalty: 5096.031738
	Iteration 26Q: 3 clusters Score -3945366 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3945686.250000 Penalty: 5096.031738
	Iteration 27Q: 3 clusters Score -3945686 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3946036.750000 Penalty: 5096.031738
	Iteration 28Q: 3 clusters Score -3946037 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3946306.250000 Penalty: 5096.031738
	Iteration 29Q: 3 clusters Score -3946306 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3946477.000000 Penalty: 5096.031738
	Iteration 30Q: 3 clusters Score -3946477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3946518.500000 Penalty: 5096.031738
	Iteration 31Q: 3 clusters Score -3946518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3946518.000000 Penalty: 5096.031738
	Iteration 32Q: 3 clusters Score -3946518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3946530.500000 Penalty: 5096.031738
	Iteration 33Q: 3 clusters Score -3946530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3946534.250000 Penalty: 5096.031738
	Iteration 34Q: 3 clusters Score -3946534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3946540.250000 Penalty: 5096.031738
	Iteration 35Q: 3 clusters Score -3946540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3946542.500000 Penalty: 5096.031738
	Iteration 36Q: 3 clusters Score -3946542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3946545.500000 Penalty: 5096.031738
	Iteration 37Q: 3 clusters Score -3946546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3946546.500000 Penalty: 5096.031738
	Iteration 38Q: 3 clusters Score -3946546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3946552.000000 Penalty: 5096.031738
	Iteration 39Q: 3 clusters Score -3946552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3946554.000000 Penalty: 5096.031738
	Iteration 40F: 3 clusters Score -3946554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3946556.750000 Penalty: 5096.031738
	Iteration 41Q: 3 clusters Score -3946557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3946553.250000 Penalty: 5096.031738
	Iteration 42Q: 3 clusters Score -3946553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3946553.250000 Penalty: 5096.031738
	Iteration 43Q: 3 clusters Score -3946553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3946556.500000 Penalty: 5096.031738
	Iteration 44Q: 3 clusters Score -3946556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3946556.500000 Penalty: 5096.031738
	Iteration 45F: 3 clusters Score -3946556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30953 members 
Mstep: Class 9 contains 115292 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 14 contains 166679 members 
Mstep: Class 15 contains 97953 members 
Mstep: Class 16 contains 23224 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 21 contains 141880 members 
Mstep: Class 22 contains 28977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908392.000000 Penalty: 56202.902344
Iteration 39Q: 18 clusters Score -8.490839e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 1976 members 
Mstep: Class 5 contains 546 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 8 contains 30875 members 
Mstep: Class 9 contains 115496 members 
Mstep: Class 10 contains 1309 members 
Mstep: Class 14 contains 165798 members 
Mstep: Class 15 contains 99203 members 
Mstep: Class 16 contains 23335 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 21 contains 141388 members 
Mstep: Class 22 contains 28975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84910544.000000 Penalty: 56202.902344
Iteration 40F: 18 clusters Score -8.491054e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2035 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 2178 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 8 contains 30788 members 
Mstep: Class 9 contains 115812 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 14 contains 164845 members 
Mstep: Class 15 contains 100073 members 
Mstep: Class 16 contains 23440 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 140717 members 
Mstep: Class 22 contains 28941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912160.000000 Penalty: 56202.902344
Iteration 41Q: 18 clusters Score -8.491216e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 1123 members 
Mstep: Class 4 contains 2311 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 737 members 
Mstep: Class 8 contains 30694 members 
Mstep: Class 9 contains 115991 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 14 contains 163983 members 
Mstep: Class 15 contains 101125 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 140122 members 
Mstep: Class 22 contains 28935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912880.000000 Penalty: 56202.902344
Iteration 42Q: 18 clusters Score -8.491288e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2004 members 
Mstep: Class 3 contains 1203 members 
Mstep: Class 4 contains 2389 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 8 contains 30612 members 
Mstep: Class 9 contains 116145 members 
Mstep: Class 10 contains 1297 members 
Mstep: Class 14 contains 163139 members 
Mstep: Class 15 contains 102120 members 
Mstep: Class 16 contains 23646 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 139645 members 
Mstep: Class 22 contains 28937 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 18 clusters Score -8.491299e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 4 contains 2447 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 733 members 
Mstep: Class 8 contains 30515 members 
Mstep: Class 9 contains 116247 members 
Mstep: Class 10 contains 1298 members 
Mstep: Class 14 contains 162345 members 
Mstep: Class 15 contains 103067 members 
Mstep: Class 16 contains 23834 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 139182 members 
Mstep: Class 22 contains 28959 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -8.491358e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1981 members 
Mstep: Class 3 contains 1288 members 
Mstep: Class 4 contains 2491 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 8 contains 30435 members 
Mstep: Class 9 contains 116298 members 
Mstep: Class 10 contains 1299 members 
Mstep: Class 14 contains 161594 members 
Mstep: Class 15 contains 103915 members 
Mstep: Class 16 contains 24002 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 138828 members 
Mstep: Class 22 contains 29007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -8.491422e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 1315 members 
Mstep: Class 4 contains 2534 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 8 contains 30349 members 
Mstep: Class 9 contains 116222 members 
Mstep: Class 10 contains 1300 members 
Mstep: Class 14 contains 161030 members 
Mstep: Class 15 contains 104730 members 
Mstep: Class 16 contains 24127 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 138483 members 
Mstep: Class 22 contains 29074 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 18 clusters Score -8.491478e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 1342 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 729 members 
Mstep: Class 8 contains 30288 members 
Mstep: Class 9 contains 116119 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 14 contains 160524 members 
Mstep: Class 15 contains 105426 members 
Mstep: Class 16 contains 24255 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 138204 members 
Mstep: Class 22 contains 29141 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 18 clusters Score -8.491503e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 727 members 
Mstep: Class 8 contains 30255 members 
Mstep: Class 9 contains 116011 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 14 contains 160088 members 
Mstep: Class 15 contains 106014 members 
Mstep: Class 16 contains 24363 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 228 members 
Mstep: Class 21 contains 138016 members 
Mstep: Class 22 contains 29168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84915536.000000 Penalty: 56202.902344
Iteration 48Q: 18 clusters Score -8.491554e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 1381 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 8 contains 30238 members 
Mstep: Class 9 contains 115898 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 14 contains 159701 members 
Mstep: Class 15 contains 106525 members 
Mstep: Class 16 contains 24477 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137829 members 
Mstep: Class 22 contains 29205 members 
Entering Unmasked Estep 
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Iteration 49Q: 18 clusters Score -8.491589e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 1399 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30228 members 
Mstep: Class 9 contains 115723 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 14 contains 159432 members 
Mstep: Class 15 contains 106943 members 
Mstep: Class 16 contains 24567 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137693 members 
Mstep: Class 22 contains 29241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 18 clusters Score -8.491604e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 1408 members 
Mstep: Class 4 contains 2677 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30226 members 
Mstep: Class 9 contains 115490 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 14 contains 159162 members 
Mstep: Class 15 contains 107321 members 
Mstep: Class 16 contains 24653 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137658 members 
Mstep: Class 22 contains 29284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916104.000000 Penalty: 56202.902344
Iteration 51Q: 18 clusters Score -8.49161e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1954 members 
Mstep: Class 3 contains 1417 members 
Mstep: Class 4 contains 2708 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30234 members 
Mstep: Class 9 contains 115222 members 
Mstep: Class 10 contains 1301 members 
Mstep: Class 14 contains 158961 members 
Mstep: Class 15 contains 107636 members 
Mstep: Class 16 contains 24716 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137667 members 
Mstep: Class 22 contains 29320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916176.000000 Penalty: 56202.902344
Iteration 52Q: 18 clusters Score -8.491618e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30234 members 
Mstep: Class 9 contains 114938 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 14 contains 158840 members 
Mstep: Class 15 contains 107936 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137692 members 
Mstep: Class 22 contains 29339 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 18 clusters Score -8.491617e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 1423 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30239 members 
Mstep: Class 9 contains 114656 members 
Mstep: Class 10 contains 1302 members 
Mstep: Class 14 contains 158778 members 
Mstep: Class 15 contains 108170 members 
Mstep: Class 16 contains 24787 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137737 members 
Mstep: Class 22 contains 29356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916416.000000 Penalty: 56202.902344
Iteration 54Q: 18 clusters Score -8.491642e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 1427 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30236 members 
Mstep: Class 9 contains 114377 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 158754 members 
Mstep: Class 15 contains 108325 members 
Mstep: Class 16 contains 24807 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137824 members 
Mstep: Class 22 contains 29376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916344.000000 Penalty: 56202.902344
Iteration 55Q: 18 clusters Score -8.491634e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 1432 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30228 members 
Mstep: Class 9 contains 114089 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158759 members 
Mstep: Class 15 contains 108450 members 
Mstep: Class 16 contains 24857 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137903 members 
Mstep: Class 22 contains 29392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916368.000000 Penalty: 56202.902344
Iteration 56Q: 18 clusters Score -8.491637e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30207 members 
Mstep: Class 9 contains 113850 members 
Mstep: Class 10 contains 1305 members 
Mstep: Class 14 contains 158806 members 
Mstep: Class 15 contains 108528 members 
Mstep: Class 16 contains 24889 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 137975 members 
Mstep: Class 22 contains 29406 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -8.49167e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30195 members 
Mstep: Class 9 contains 113632 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158855 members 
Mstep: Class 15 contains 108606 members 
Mstep: Class 16 contains 24924 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138012 members 
Mstep: Class 22 contains 29426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916608.000000 Penalty: 56202.902344
Iteration 58Q: 18 clusters Score -8.491661e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30188 members 
Mstep: Class 9 contains 113408 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158908 members 
Mstep: Class 15 contains 108684 members 
Mstep: Class 16 contains 24946 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138069 members 
Mstep: Class 22 contains 29441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -8.491676e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1451 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30191 members 
Mstep: Class 9 contains 113240 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158959 members 
Mstep: Class 15 contains 108735 members 
Mstep: Class 16 contains 24972 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138080 members 
Mstep: Class 22 contains 29453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917024.000000 Penalty: 56202.902344
Iteration 60F: 18 clusters Score -8.491702e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1455 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30186 members 
Mstep: Class 9 contains 113114 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158979 members 
Mstep: Class 15 contains 108732 members 
Mstep: Class 16 contains 25000 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138129 members 
Mstep: Class 22 contains 29475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84916960.000000 Penalty: 56202.902344
Iteration 61Q: 18 clusters Score -8.491696e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1457 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 112952 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 158996 members 
Mstep: Class 15 contains 108733 members 
Mstep: Class 16 contains 25034 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138202 members 
Mstep: Class 22 contains 29494 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 18 clusters Score -8.491688e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1460 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30194 members 
Mstep: Class 9 contains 112798 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 159019 members 
Mstep: Class 15 contains 108714 members 
Mstep: Class 16 contains 25064 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138285 members 
Mstep: Class 22 contains 29511 members 
Entering Unmasked Estep 
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Iteration 63Q: 18 clusters Score -8.491683e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30193 members 
Mstep: Class 9 contains 112654 members 
Mstep: Class 10 contains 1304 members 
Mstep: Class 14 contains 159078 members 
Mstep: Class 15 contains 108703 members 
Mstep: Class 16 contains 25086 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 227 members 
Mstep: Class 21 contains 138330 members 
Mstep: Class 22 contains 29524 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 18 clusters Score -8.491706e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1462 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30194 members 
Mstep: Class 9 contains 112490 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159139 members 
Mstep: Class 15 contains 108707 members 
Mstep: Class 16 contains 25105 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138377 members 
Mstep: Class 22 contains 29542 members 
Entering Unmasked Estep 
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Iteration 65Q: 18 clusters Score -8.491714e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 4 contains 2889 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30192 members 
Mstep: Class 9 contains 112324 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159209 members 
Mstep: Class 15 contains 108701 members 
Mstep: Class 16 contains 25110 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138452 members 
Mstep: Class 22 contains 29551 members 
Entering Unmasked Estep 
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Iteration 66Q: 18 clusters Score -8.491713e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1464 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30191 members 
Mstep: Class 9 contains 112186 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159265 members 
Mstep: Class 15 contains 108714 members 
Mstep: Class 16 contains 25115 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138501 members 
Mstep: Class 22 contains 29555 members 
Entering Unmasked Estep 
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Iteration 67Q: 18 clusters Score -8.491719e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30193 members 
Mstep: Class 9 contains 112037 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159332 members 
Mstep: Class 15 contains 108735 members 
Mstep: Class 16 contains 25117 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138551 members 
Mstep: Class 22 contains 29554 members 
Entering Unmasked Estep 
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Iteration 68Q: 18 clusters Score -8.491718e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 2909 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 111934 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159376 members 
Mstep: Class 15 contains 108751 members 
Mstep: Class 16 contains 25127 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138584 members 
Mstep: Class 22 contains 29550 members 
Entering Unmasked Estep 
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Iteration 69Q: 18 clusters Score -8.491718e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 2916 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30183 members 
Mstep: Class 9 contains 111849 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159423 members 
Mstep: Class 15 contains 108744 members 
Mstep: Class 16 contains 25138 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138620 members 
Mstep: Class 22 contains 29546 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -8.491726e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30183 members 
Mstep: Class 9 contains 111762 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159474 members 
Mstep: Class 15 contains 108728 members 
Mstep: Class 16 contains 25145 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138658 members 
Mstep: Class 22 contains 29546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917096.000000 Penalty: 56202.902344
Iteration 71Q: 18 clusters Score -8.49171e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 2924 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30177 members 
Mstep: Class 9 contains 111656 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159538 members 
Mstep: Class 15 contains 108742 members 
Mstep: Class 16 contains 25154 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138688 members 
Mstep: Class 22 contains 29539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917144.000000 Penalty: 56202.902344
Iteration 72Q: 18 clusters Score -8.491714e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1946 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 2929 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30175 members 
Mstep: Class 9 contains 111557 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159570 members 
Mstep: Class 15 contains 108738 members 
Mstep: Class 16 contains 25158 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1873 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138753 members 
Mstep: Class 22 contains 29540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917144.000000 Penalty: 56202.902344
Iteration 73Q: 18 clusters Score -8.491714e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 2934 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30176 members 
Mstep: Class 9 contains 111431 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159602 members 
Mstep: Class 15 contains 108745 members 
Mstep: Class 16 contains 25164 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138824 members 
Mstep: Class 22 contains 29545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917240.000000 Penalty: 56202.902344
Iteration 74Q: 18 clusters Score -8.491724e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 2940 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30188 members 
Mstep: Class 9 contains 111348 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159598 members 
Mstep: Class 15 contains 108739 members 
Mstep: Class 16 contains 25168 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138891 members 
Mstep: Class 22 contains 29547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917272.000000 Penalty: 56202.902344
Iteration 75Q: 18 clusters Score -8.491727e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30189 members 
Mstep: Class 9 contains 111271 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159612 members 
Mstep: Class 15 contains 108728 members 
Mstep: Class 16 contains 25177 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 138951 members 
Mstep: Class 22 contains 29549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917296.000000 Penalty: 56202.902344
Iteration 76Q: 18 clusters Score -8.49173e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1470 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30183 members 
Mstep: Class 9 contains 111209 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159604 members 
Mstep: Class 15 contains 108716 members 
Mstep: Class 16 contains 25175 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139026 members 
Mstep: Class 22 contains 29562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917176.000000 Penalty: 56202.902344
Iteration 77Q: 18 clusters Score -8.491718e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 2950 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30184 members 
Mstep: Class 9 contains 111165 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159605 members 
Mstep: Class 15 contains 108688 members 
Mstep: Class 16 contains 25175 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139083 members 
Mstep: Class 22 contains 29570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917152.000000 Penalty: 56202.902344
Iteration 78Q: 18 clusters Score -8.491715e+07 nChanged 335
Entering ConstructFrom: 
Score: -84917152.000000 Penalty: 56202.902344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -67358.453125 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -67358.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65826.992188 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -65826.99 nChanged 115
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: -66129.085938 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -66129.09 nChanged 44
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: -66347.773438 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -66347.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66585.937500 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -66585.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66793.054688 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -66793.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66980.750000 Penalty: 3137.770020
	Iteration 5F: 3 clusters Score -66980.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -67262.851562 Penalty: 3137.770020
	Iteration 6F: 3 clusters Score -67262.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -67481.828125 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -67481.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -67521.015625 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -67521.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -67552.273438 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -67552.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -67579.937500 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -67579.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -67587.546875 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -67587.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -67601.265625 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -67601.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -67622.656250 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -67622.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -67631.640625 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -67631.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -67663.476562 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -67663.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67668.585938 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -67668.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -67668.585938 Penalty: 3137.770020
	Iteration 17F: 3 clusters Score -67668.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 30185 members 
Mstep: Class 9 contains 111115 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159593 members 
Mstep: Class 15 contains 108672 members 
Mstep: Class 16 contains 25176 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139146 members 
Mstep: Class 22 contains 29579 members 
Entering Unmasked Estep 
Score: -84915832.000000 Penalty: 59508.957031
Splitting cluster 1 changes total score from -84917152.000000 to -84915832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -269674.281250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -269674.3 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 945 members 
Entering Unmasked Estep 
Score: -267056.625000 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -267056.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -267505.406250 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -267505.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -267628.437500 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -267628.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267693.843750 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -267693.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -267721.968750 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -267722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267739.250000 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -267739.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267749.875000 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -267749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -267761.218750 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -267761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267771.625000 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -267771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267780.312500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -267780.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -267789.812500 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -267789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -267803.562500 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -267803.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -267811.562500 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -267811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267817.375000 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -267817.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267821.375000 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -267821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -267824.531250 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -267824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -267828.531250 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -267828.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267831.500000 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -267831.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267836.687500 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -267836.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -267838.531250 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -267838.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -267840.000000 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -267840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267840.187500 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -267840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267840.187500 Penalty: 3756.216553
	Iteration 22F: 3 clusters Score -267840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -204283.453125 Penalty: 1809.173950
	Iteration 0F: 2 clusters Score -204283.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -201992.562500 Penalty: 3618.347900
	Iteration 0F: 3 clusters Score -201992.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -202318.296875 Penalty: 3618.347900
	Iteration 1F: 3 clusters Score -202318.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202422.875000 Penalty: 3618.347900
	Iteration 2F: 3 clusters Score -202422.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -202488.906250 Penalty: 3618.347900
	Iteration 3Q: 3 clusters Score -202488.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202526.171875 Penalty: 3618.347900
	Iteration 4Q: 3 clusters Score -202526.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202558.359375 Penalty: 3618.347900
	Iteration 5Q: 3 clusters Score -202558.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202593.562500 Penalty: 3618.347900
	Iteration 6Q: 3 clusters Score -202593.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -202629.906250 Penalty: 3618.347900
	Iteration 7Q: 3 clusters Score -202629.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -202649.546875 Penalty: 3618.347900
	Iteration 8Q: 3 clusters Score -202649.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -202660.515625 Penalty: 3618.347900
	Iteration 9Q: 3 clusters Score -202660.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202665.703125 Penalty: 3618.347900
	Iteration 10Q: 3 clusters Score -202665.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202668.781250 Penalty: 3618.347900
	Iteration 11Q: 3 clusters Score -202668.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202670.171875 Penalty: 3618.347900
	Iteration 12Q: 3 clusters Score -202670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202671.578125 Penalty: 3618.347900
	Iteration 13Q: 3 clusters Score -202671.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202671.578125 Penalty: 3618.347900
	Iteration 14F: 3 clusters Score -202671.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -415829.531250 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -415829.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -412598.343750 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -412598.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -413222.593750 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -413222.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -413374.875000 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -413374.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -413453.437500 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -413453.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413507.906250 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -413507.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -413549.968750 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -413550 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -413580.718750 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -413580.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -413601.218750 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -413601.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -413620.031250 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -413620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -413640.062500 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -413640.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -413659.531250 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -413659.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -413676.437500 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -413676.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -413694.468750 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -413694.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -413709.125000 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -413709.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -413718.968750 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -413719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -413729.843750 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -413729.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -413742.000000 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -413742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -413751.750000 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -413751.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -413760.531250 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -413760.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -413767.812500 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -413767.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -413776.625000 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -413776.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -413787.687500 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -413787.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -413794.187500 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -413794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413796.125000 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -413796.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -413799.125000 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -413799.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413805.625000 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -413805.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -413813.500000 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -413813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -413819.531250 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -413819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -413825.625000 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -413825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -413833.687500 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -413833.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413843.593750 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -413843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -413850.968750 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -413851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413860.187500 Penalty: 3963.158203
	Iteration 32Q: 3 clusters Score -413860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -413871.093750 Penalty: 3963.158203
	Iteration 33Q: 3 clusters Score -413871.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -413883.125000 Penalty: 3963.158203
	Iteration 34Q: 3 clusters Score -413883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -413895.562500 Penalty: 3963.158203
	Iteration 35Q: 3 clusters Score -413895.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -413917.062500 Penalty: 3963.158203
	Iteration 36Q: 3 clusters Score -413917.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -413946.750000 Penalty: 3963.158203
	Iteration 37Q: 3 clusters Score -413946.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -413976.312500 Penalty: 3963.158203
	Iteration 38Q: 3 clusters Score -413976.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -413998.031250 Penalty: 3963.158203
	Iteration 39Q: 3 clusters Score -413998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -414020.343750 Penalty: 3963.158203
	Iteration 40F: 3 clusters Score -414020.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -414039.093750 Penalty: 3963.158203
	Iteration 41Q: 3 clusters Score -414039.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -414060.812500 Penalty: 3963.158203
	Iteration 42Q: 3 clusters Score -414060.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -414085.187500 Penalty: 3963.158203
	Iteration 43Q: 3 clusters Score -414085.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -414110.000000 Penalty: 3963.158203
	Iteration 44Q: 3 clusters Score -414110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -414148.500000 Penalty: 3963.158203
	Iteration 45Q: 3 clusters Score -414148.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414175.687500 Penalty: 3963.158203
	Iteration 46Q: 3 clusters Score -414175.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -414200.875000 Penalty: 3963.158203
	Iteration 47Q: 3 clusters Score -414200.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -414229.968750 Penalty: 3963.158203
	Iteration 48Q: 3 clusters Score -414230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -414247.125000 Penalty: 3963.158203
	Iteration 49Q: 3 clusters Score -414247.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -414265.906250 Penalty: 3963.158203
	Iteration 50Q: 3 clusters Score -414265.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -414282.218750 Penalty: 3963.158203
	Iteration 51Q: 3 clusters Score -414282.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -414293.625000 Penalty: 3963.158203
	Iteration 52Q: 3 clusters Score -414293.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -414307.843750 Penalty: 3963.158203
	Iteration 53Q: 3 clusters Score -414307.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -414324.375000 Penalty: 3963.158203
	Iteration 54Q: 3 clusters Score -414324.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -414337.781250 Penalty: 3963.158203
	Iteration 55Q: 3 clusters Score -414337.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -414348.468750 Penalty: 3963.158203
	Iteration 56Q: 3 clusters Score -414348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -414356.718750 Penalty: 3963.158203
	Iteration 57Q: 3 clusters Score -414356.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -414367.968750 Penalty: 3963.158203
	Iteration 58Q: 3 clusters Score -414368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -414375.468750 Penalty: 3963.158203
	Iteration 59Q: 3 clusters Score -414375.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -414381.093750 Penalty: 3963.158203
	Iteration 60F: 3 clusters Score -414381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -414385.875000 Penalty: 3963.158203
	Iteration 61Q: 3 clusters Score -414385.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -414389.250000 Penalty: 3963.158203
	Iteration 62Q: 3 clusters Score -414389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -414391.875000 Penalty: 3963.158203
	Iteration 63Q: 3 clusters Score -414391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -414392.500000 Penalty: 3963.158203
	Iteration 64Q: 3 clusters Score -414392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -414393.906250 Penalty: 3963.158203
	Iteration 65Q: 3 clusters Score -414393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -414395.562500 Penalty: 3963.158203
	Iteration 66Q: 3 clusters Score -414395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -414397.000000 Penalty: 3963.158203
	Iteration 67Q: 3 clusters Score -414397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -414399.031250 Penalty: 3963.158203
	Iteration 68Q: 3 clusters Score -414399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -414401.062500 Penalty: 3963.158203
	Iteration 69Q: 3 clusters Score -414401.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -414402.281250 Penalty: 3963.158203
	Iteration 70Q: 3 clusters Score -414402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -414404.093750 Penalty: 3963.158203
	Iteration 71Q: 3 clusters Score -414404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -414406.468750 Penalty: 3963.158203
	Iteration 72Q: 3 clusters Score -414406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -414409.218750 Penalty: 3963.158203
	Iteration 73Q: 3 clusters Score -414409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -414411.812500 Penalty: 3963.158203
	Iteration 74Q: 3 clusters Score -414411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -414415.656250 Penalty: 3963.158203
	Iteration 75Q: 3 clusters Score -414415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -414417.343750 Penalty: 3963.158203
	Iteration 76Q: 3 clusters Score -414417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -414418.843750 Penalty: 3963.158203
	Iteration 77Q: 3 clusters Score -414418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -414420.906250 Penalty: 3963.158203
	Iteration 78Q: 3 clusters Score -414420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -414421.031250 Penalty: 3963.158203
	Iteration 79Q: 3 clusters Score -414421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -414421.031250 Penalty: 3963.158203
	Iteration 80F: 3 clusters Score -414421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -65818.734375 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -65818.73 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 278 members 
Entering Unmasked Estep 
Score: -64329.363281 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -64329.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64617.906250 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -64617.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -64857.578125 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -64857.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65113.214844 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -65113.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65266.984375 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -65266.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65389.699219 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -65389.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -65482.183594 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -65482.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -65534.875000 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -65534.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -65617.257812 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -65617.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65712.335938 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -65712.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65777.234375 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -65777.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65924.796875 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -65924.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -66091.085938 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -66091.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66103.484375 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -66103.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -66111.750000 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -66111.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66116.710938 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -66116.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66116.710938 Penalty: 3128.816650
	Iteration 16F: 3 clusters Score -66116.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 163 members 
Mstep: Class 8 contains 30185 members 
Mstep: Class 9 contains 111115 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159593 members 
Mstep: Class 15 contains 108672 members 
Mstep: Class 16 contains 25176 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139146 members 
Mstep: Class 22 contains 29579 members 
Entering Unmasked Estep 
Score: -84915776.000000 Penalty: 59508.957031
Splitting cluster 5 changes total score from -84917152.000000 to -84915776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -89859.929688 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -89859.93 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 357 members 
Entering Unmasked Estep 
Score: -88169.695312 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -88169.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88470.179688 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -88470.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88587.281250 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -88587.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88680.648438 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -88680.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88762.851562 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -88762.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88810.054688 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -88810.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88848.929688 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -88848.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -88890.640625 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -88890.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88930.789062 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -88930.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88954.390625 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -88954.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -88973.632812 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -88973.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88990.593750 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -88990.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -89005.898438 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -89005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -89014.296875 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -89014.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -89017.007812 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -89017.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89018.445312 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -89018.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -89019.453125 Penalty: 3266.741211
	Iteration 16F: 3 clusters Score -89019.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89028.765625 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -89028.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -89041.585938 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -89041.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89051.960938 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -89051.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89055.031250 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -89055.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -89057.375000 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -89057.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89060.992188 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -89060.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -89066.062500 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -89066.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89081.539062 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -89081.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89094.687500 Penalty: 3266.741211
	Iteration 25Q: 3 clusters Score -89094.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89108.367188 Penalty: 3266.741211
	Iteration 26Q: 3 clusters Score -89108.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -89122.687500 Penalty: 3266.741211
	Iteration 27Q: 3 clusters Score -89122.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89134.148438 Penalty: 3266.741211
	Iteration 28Q: 3 clusters Score -89134.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89144.312500 Penalty: 3266.741211
	Iteration 29Q: 3 clusters Score -89144.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89158.593750 Penalty: 3266.741211
	Iteration 30Q: 3 clusters Score -89158.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89168.406250 Penalty: 3266.741211
	Iteration 31Q: 3 clusters Score -89168.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89178.109375 Penalty: 3266.741211
	Iteration 32Q: 3 clusters Score -89178.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89191.976562 Penalty: 3266.741211
	Iteration 33Q: 3 clusters Score -89191.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89198.914062 Penalty: 3266.741211
	Iteration 34Q: 3 clusters Score -89198.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -89204.632812 Penalty: 3266.741211
	Iteration 35Q: 3 clusters Score -89204.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -89208.671875 Penalty: 3266.741211
	Iteration 36Q: 3 clusters Score -89208.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89213.898438 Penalty: 3266.741211
	Iteration 37Q: 3 clusters Score -89213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89225.828125 Penalty: 3266.741211
	Iteration 38Q: 3 clusters Score -89225.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89247.054688 Penalty: 3266.741211
	Iteration 39Q: 3 clusters Score -89247.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -89259.968750 Penalty: 3266.741211
	Iteration 40F: 3 clusters Score -89259.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89275.367188 Penalty: 3266.741211
	Iteration 41Q: 3 clusters Score -89275.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89299.187500 Penalty: 3266.741211
	Iteration 42Q: 3 clusters Score -89299.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89352.101562 Penalty: 3266.741211
	Iteration 43Q: 3 clusters Score -89352.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89484.140625 Penalty: 3266.741211
	Iteration 44Q: 3 clusters Score -89484.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89511.843750 Penalty: 3266.741211
	Iteration 45Q: 3 clusters Score -89511.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89515.796875 Penalty: 3266.741211
	Iteration 46Q: 3 clusters Score -89515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89519.398438 Penalty: 3266.741211
	Iteration 47Q: 3 clusters Score -89519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89526.367188 Penalty: 3266.741211
	Iteration 48Q: 3 clusters Score -89526.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89528.468750 Penalty: 3266.741211
	Iteration 49Q: 3 clusters Score -89528.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89529.679688 Penalty: 3266.741211
	Iteration 50Q: 3 clusters Score -89529.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89533.007812 Penalty: 3266.741211
	Iteration 51Q: 3 clusters Score -89533.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89540.695312 Penalty: 3266.741211
	Iteration 52Q: 3 clusters Score -89540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89540.695312 Penalty: 3266.741211
	Iteration 53F: 3 clusters Score -89540.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Entering Unmasked Estep 
Score: -4280424.000000 Penalty: 2558.145020
	Iteration 0F: 2 clusters Score -4280424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -4259853.000000 Penalty: 5116.290039
	Iteration 0F: 3 clusters Score -4259853 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -4267324.500000 Penalty: 5116.290039
	Iteration 1F: 3 clusters Score -4267324 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4267902.000000 Penalty: 5116.290039
	Iteration 2Q: 3 clusters Score -4267902 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -4268578.500000 Penalty: 5116.290039
	Iteration 3F: 3 clusters Score -4268578 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4269523.000000 Penalty: 5116.290039
	Iteration 4F: 3 clusters Score -4269523 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4270794.000000 Penalty: 5116.290039
	Iteration 5F: 3 clusters Score -4270794 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4272585.500000 Penalty: 5116.290039
	Iteration 6F: 3 clusters Score -4272586 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4274584.000000 Penalty: 5116.290039
	Iteration 7F: 3 clusters Score -4274584 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4276244.000000 Penalty: 5116.290039
	Iteration 8F: 3 clusters Score -4276244 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -4277219.000000 Penalty: 5116.290039
	Iteration 9Q: 3 clusters Score -4277219 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -4277744.000000 Penalty: 5116.290039
	Iteration 10Q: 3 clusters Score -4277744 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4277946.000000 Penalty: 5116.290039
	Iteration 11Q: 3 clusters Score -4277946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4278040.000000 Penalty: 5116.290039
	Iteration 12Q: 3 clusters Score -4278040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4278094.500000 Penalty: 5116.290039
	Iteration 13Q: 3 clusters Score -4278094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4278127.000000 Penalty: 5116.290039
	Iteration 14Q: 3 clusters Score -4278127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4278154.000000 Penalty: 5116.290039
	Iteration 15Q: 3 clusters Score -4278154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4278170.500000 Penalty: 5116.290039
	Iteration 16Q: 3 clusters Score -4278170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4278177.500000 Penalty: 5116.290039
	Iteration 17Q: 3 clusters Score -4278178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4278179.000000 Penalty: 5116.290039
	Iteration 18Q: 3 clusters Score -4278179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4278184.000000 Penalty: 5116.290039
	Iteration 19Q: 3 clusters Score -4278184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -4278184.000000 Penalty: 5116.290039
	Iteration 20F: 3 clusters Score -4278184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (111115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Entering Unmasked Estep 
Score: -15525482.000000 Penalty: 2881.343750
	Iteration 0F: 2 clusters Score -1.552548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -15451341.000000 Penalty: 5762.687500
	Iteration 0F: 3 clusters Score -1.545134e+07 nChanged 52661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -15481621.000000 Penalty: 5762.687500
	Iteration 1F: 3 clusters Score -1.548162e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 58746 members 
Entering Unmasked Estep 
Score: -15482867.000000 Penalty: 5762.687500
	Iteration 2Q: 3 clusters Score -1.548287e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -15484468.000000 Penalty: 5762.687500
	Iteration 3Q: 3 clusters Score -1.548447e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -15486681.000000 Penalty: 5762.687500
	Iteration 4Q: 3 clusters Score -1.548668e+07 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
Score: -15489507.000000 Penalty: 5762.687500
	Iteration 5F: 3 clusters Score -1.548951e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 68975 members 
Entering Unmasked Estep 
Score: -15493219.000000 Penalty: 5762.687500
	Iteration 6F: 3 clusters Score -1.549322e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -15497617.000000 Penalty: 5762.687500
	Iteration 7F: 3 clusters Score -1.549762e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -15502505.000000 Penalty: 5762.687500
	Iteration 8F: 3 clusters Score -1.55025e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -15506695.000000 Penalty: 5762.687500
	Iteration 9F: 3 clusters Score -1.55067e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -15509567.000000 Penalty: 5762.687500
	Iteration 10Q: 3 clusters Score -1.550957e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 83667 members 
Entering Unmasked Estep 
Score: -15511129.000000 Penalty: 5762.687500
	Iteration 11Q: 3 clusters Score -1.551113e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 85548 members 
Entering Unmasked Estep 
Score: -15512010.000000 Penalty: 5762.687500
	Iteration 12Q: 3 clusters Score -1.551201e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -15512793.000000 Penalty: 5762.687500
	Iteration 13Q: 3 clusters Score -1.551279e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -15513608.000000 Penalty: 5762.687500
	Iteration 14Q: 3 clusters Score -1.551361e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -15514325.000000 Penalty: 5762.687500
	Iteration 15Q: 3 clusters Score -1.551432e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -15515035.000000 Penalty: 5762.687500
	Iteration 16Q: 3 clusters Score -1.551504e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -15515765.000000 Penalty: 5762.687500
	Iteration 17Q: 3 clusters Score -1.551576e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
Score: -15516520.000000 Penalty: 5762.687500
	Iteration 18Q: 3 clusters Score -1.551652e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -15517301.000000 Penalty: 5762.687500
	Iteration 19Q: 3 clusters Score -1.55173e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 99961 members 
Entering Unmasked Estep 
Score: -15518055.000000 Penalty: 5762.687500
	Iteration 20F: 3 clusters Score -1.551806e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 101532 members 
Entering Unmasked Estep 
Score: -15518756.000000 Penalty: 5762.687500
	Iteration 21Q: 3 clusters Score -1.551876e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 102964 members 
Entering Unmasked Estep 
Score: -15519423.000000 Penalty: 5762.687500
	Iteration 22Q: 3 clusters Score -1.551942e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 104269 members 
Entering Unmasked Estep 
Score: -15520070.000000 Penalty: 5762.687500
	Iteration 23Q: 3 clusters Score -1.552007e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -15520581.000000 Penalty: 5762.687500
	Iteration 24Q: 3 clusters Score -1.552058e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -15521027.000000 Penalty: 5762.687500
	Iteration 25Q: 3 clusters Score -1.552103e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -15521431.000000 Penalty: 5762.687500
	Iteration 26Q: 3 clusters Score -1.552143e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -15521711.000000 Penalty: 5762.687500
	Iteration 27Q: 3 clusters Score -1.552171e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 108310 members 
Entering Unmasked Estep 
Score: -15522008.000000 Penalty: 5762.687500
	Iteration 28Q: 3 clusters Score -1.552201e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -15522233.000000 Penalty: 5762.687500
	Iteration 29Q: 3 clusters Score -1.552223e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -15522399.000000 Penalty: 5762.687500
	Iteration 30Q: 3 clusters Score -1.55224e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -15522531.000000 Penalty: 5762.687500
	Iteration 31Q: 3 clusters Score -1.552253e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -15522664.000000 Penalty: 5762.687500
	Iteration 32Q: 3 clusters Score -1.552266e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -15522775.000000 Penalty: 5762.687500
	Iteration 33Q: 3 clusters Score -1.552278e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 109876 members 
Entering Unmasked Estep 
Score: -15522826.000000 Penalty: 5762.687500
	Iteration 34Q: 3 clusters Score -1.552283e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 109970 members 
Entering Unmasked Estep 
Score: -15522867.000000 Penalty: 5762.687500
	Iteration 35Q: 3 clusters Score -1.552287e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -15522915.000000 Penalty: 5762.687500
	Iteration 36Q: 3 clusters Score -1.552292e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 110102 members 
Entering Unmasked Estep 
Score: -15522947.000000 Penalty: 5762.687500
	Iteration 37Q: 3 clusters Score -1.552295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -15522968.000000 Penalty: 5762.687500
	Iteration 38Q: 3 clusters Score -1.552297e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 110180 members 
Entering Unmasked Estep 
Score: -15522964.000000 Penalty: 5762.687500
	Iteration 39Q: 3 clusters Score -1.552296e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -15522976.000000 Penalty: 5762.687500
	Iteration 40F: 3 clusters Score -1.552298e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 110229 members 
Entering Unmasked Estep 
Score: -15522981.000000 Penalty: 5762.687500
	Iteration 41Q: 3 clusters Score -1.552298e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 110245 members 
Entering Unmasked Estep 
Score: -15523005.000000 Penalty: 5762.687500
	Iteration 42Q: 3 clusters Score -1.5523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -15523021.000000 Penalty: 5762.687500
	Iteration 43Q: 3 clusters Score -1.552302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -15523029.000000 Penalty: 5762.687500
	Iteration 44Q: 3 clusters Score -1.552303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -15523020.000000 Penalty: 5762.687500
	Iteration 45Q: 3 clusters Score -1.552302e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 110296 members 
Entering Unmasked Estep 
Score: -15523020.000000 Penalty: 5762.687500
	Iteration 46Q: 3 clusters Score -1.552302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 110301 members 
Entering Unmasked Estep 
Score: -15523030.000000 Penalty: 5762.687500
	Iteration 47Q: 3 clusters Score -1.552303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 110306 members 
Entering Unmasked Estep 
Score: -15523049.000000 Penalty: 5762.687500
	Iteration 48Q: 3 clusters Score -1.552305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -15523051.000000 Penalty: 5762.687500
	Iteration 49Q: 3 clusters Score -1.552305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 110319 members 
Entering Unmasked Estep 
Score: -15523051.000000 Penalty: 5762.687500
	Iteration 50Q: 3 clusters Score -1.552305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 110323 members 
Entering Unmasked Estep 
Score: -15523056.000000 Penalty: 5762.687500
	Iteration 51Q: 3 clusters Score -1.552306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -15523067.000000 Penalty: 5762.687500
	Iteration 52Q: 3 clusters Score -1.552307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 110332 members 
Entering Unmasked Estep 
Score: -15523075.000000 Penalty: 5762.687500
	Iteration 53Q: 3 clusters Score -1.552308e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 110333 members 
Entering Unmasked Estep 
Score: -15523065.000000 Penalty: 5762.687500
	Iteration 54Q: 3 clusters Score -1.552306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -15523072.000000 Penalty: 5762.687500
	Iteration 55Q: 3 clusters Score -1.552307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -15523067.000000 Penalty: 5762.687500
	Iteration 56Q: 3 clusters Score -1.552307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -15523077.000000 Penalty: 5762.687500
	Iteration 57Q: 3 clusters Score -1.552308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -15523070.000000 Penalty: 5762.687500
	Iteration 58Q: 3 clusters Score -1.552307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 110338 members 
Entering Unmasked Estep 
Score: -15523068.000000 Penalty: 5762.687500
	Iteration 59Q: 3 clusters Score -1.552307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -15523065.000000 Penalty: 5762.687500
	Iteration 60F: 3 clusters Score -1.552306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 110341 members 
Entering Unmasked Estep 
Score: -15523070.000000 Penalty: 5762.687500
	Iteration 61Q: 3 clusters Score -1.552307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -15523059.000000 Penalty: 5762.687500
	Iteration 62Q: 3 clusters Score -1.552306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 110345 members 
Entering Unmasked Estep 
Score: -15523065.000000 Penalty: 5762.687500
	Iteration 63Q: 3 clusters Score -1.552306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 110347 members 
Entering Unmasked Estep 
Score: -15523053.000000 Penalty: 5762.687500
	Iteration 64Q: 3 clusters Score -1.552305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -15523055.000000 Penalty: 5762.687500
	Iteration 65Q: 3 clusters Score -1.552306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -15523059.000000 Penalty: 5762.687500
	Iteration 66Q: 3 clusters Score -1.552306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -15523059.000000 Penalty: 5762.687500
	Iteration 67Q: 3 clusters Score -1.552306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 110353 members 
Entering Unmasked Estep 
Score: -15523067.000000 Penalty: 5762.687500
	Iteration 68Q: 3 clusters Score -1.552307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -15523067.000000 Penalty: 5762.687500
	Iteration 69Q: 3 clusters Score -1.552307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 110354 members 
Entering Unmasked Estep 
Score: -15523067.000000 Penalty: 5762.687500
	Iteration 70F: 3 clusters Score -1.552307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -174616.265625 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -174616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172448.984375 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -172449 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172809.390625 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -172809.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172900.921875 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -172900.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -172935.000000 Penalty: 3557.522705
	Iteration 3Q: 3 clusters Score -172935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -172955.968750 Penalty: 3557.522705
	Iteration 4Q: 3 clusters Score -172956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -172965.390625 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -172965.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -172976.437500 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -172976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -172987.531250 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -172987.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -172994.046875 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -172994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -172997.828125 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -172997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173000.609375 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -173000.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -173005.390625 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -173005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -173007.187500 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -173007.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -173008.609375 Penalty: 3557.522705
	Iteration 13Q: 3 clusters Score -173008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -173012.109375 Penalty: 3557.522705
	Iteration 14Q: 3 clusters Score -173012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -173017.218750 Penalty: 3557.522705
	Iteration 15Q: 3 clusters Score -173017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -173019.296875 Penalty: 3557.522705
	Iteration 16Q: 3 clusters Score -173019.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -173022.781250 Penalty: 3557.522705
	Iteration 17Q: 3 clusters Score -173022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -173026.921875 Penalty: 3557.522705
	Iteration 18Q: 3 clusters Score -173026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173029.031250 Penalty: 3557.522705
	Iteration 19Q: 3 clusters Score -173029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173034.234375 Penalty: 3557.522705
	Iteration 20F: 3 clusters Score -173034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173035.937500 Penalty: 3557.522705
	Iteration 21Q: 3 clusters Score -173035.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173042.421875 Penalty: 3557.522705
	Iteration 22Q: 3 clusters Score -173042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -173050.093750 Penalty: 3557.522705
	Iteration 23Q: 3 clusters Score -173050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -173057.656250 Penalty: 3557.522705
	Iteration 24Q: 3 clusters Score -173057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173061.093750 Penalty: 3557.522705
	Iteration 25Q: 3 clusters Score -173061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -173063.968750 Penalty: 3557.522705
	Iteration 26Q: 3 clusters Score -173064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -173066.234375 Penalty: 3557.522705
	Iteration 27Q: 3 clusters Score -173066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173067.265625 Penalty: 3557.522705
	Iteration 28Q: 3 clusters Score -173067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -173067.265625 Penalty: 3557.522705
	Iteration 29F: 3 clusters Score -173067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159593 members 
Entering Unmasked Estep 
Score: -22239298.000000 Penalty: 2971.134766
	Iteration 0F: 2 clusters Score -2.22393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79490 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -22135582.000000 Penalty: 5942.269531
	Iteration 0F: 3 clusters Score -2.213558e+07 nChanged 76274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -22179976.000000 Penalty: 5942.269531
	Iteration 1F: 3 clusters Score -2.217998e+07 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 86702 members 
Entering Unmasked Estep 
Score: -22181382.000000 Penalty: 5942.269531
	Iteration 2Q: 3 clusters Score -2.218138e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -22183726.000000 Penalty: 5942.269531
	Iteration 3Q: 3 clusters Score -2.218373e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -22187226.000000 Penalty: 5942.269531
	Iteration 4Q: 3 clusters Score -2.218723e+07 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57174 members 
Mstep: Class 2 contains 102419 members 
Entering Unmasked Estep 
Score: -22192156.000000 Penalty: 5942.269531
	Iteration 5Q: 3 clusters Score -2.219216e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 110548 members 
Entering Unmasked Estep 
Score: -22198742.000000 Penalty: 5942.269531
	Iteration 6F: 3 clusters Score -2.219874e+07 nChanged 10052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 119666 members 
Entering Unmasked Estep 
Score: -22206832.000000 Penalty: 5942.269531
	Iteration 7F: 3 clusters Score -2.220683e+07 nChanged 9893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -22214718.000000 Penalty: 5942.269531
	Iteration 8F: 3 clusters Score -2.221472e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 136738 members 
Entering Unmasked Estep 
Score: -22221784.000000 Penalty: 5942.269531
	Iteration 9F: 3 clusters Score -2.222178e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 143152 members 
Entering Unmasked Estep 
Score: -22227120.000000 Penalty: 5942.269531
	Iteration 10Q: 3 clusters Score -2.222712e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -22230970.000000 Penalty: 5942.269531
	Iteration 11Q: 3 clusters Score -2.223097e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -22232948.000000 Penalty: 5942.269531
	Iteration 12Q: 3 clusters Score -2.223295e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -22234336.000000 Penalty: 5942.269531
	Iteration 13Q: 3 clusters Score -2.223434e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 155310 members 
Entering Unmasked Estep 
Score: -22235172.000000 Penalty: 5942.269531
	Iteration 14Q: 3 clusters Score -2.223517e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -22235698.000000 Penalty: 5942.269531
	Iteration 15Q: 3 clusters Score -2.22357e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 157026 members 
Entering Unmasked Estep 
Score: -22236140.000000 Penalty: 5942.269531
	Iteration 16Q: 3 clusters Score -2.223614e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -22236314.000000 Penalty: 5942.269531
	Iteration 17Q: 3 clusters Score -2.223631e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -22236548.000000 Penalty: 5942.269531
	Iteration 18Q: 3 clusters Score -2.223655e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 158044 members 
Entering Unmasked Estep 
Score: -22236582.000000 Penalty: 5942.269531
	Iteration 19Q: 3 clusters Score -2.223658e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 158205 members 
Entering Unmasked Estep 
Score: -22236650.000000 Penalty: 5942.269531
	Iteration 20F: 3 clusters Score -2.223665e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 158327 members 
Entering Unmasked Estep 
Score: -22236716.000000 Penalty: 5942.269531
	Iteration 21Q: 3 clusters Score -2.223672e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 158410 members 
Entering Unmasked Estep 
Score: -22236734.000000 Penalty: 5942.269531
	Iteration 22Q: 3 clusters Score -2.223673e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 158467 members 
Entering Unmasked Estep 
Score: -22236740.000000 Penalty: 5942.269531
	Iteration 23Q: 3 clusters Score -2.223674e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 158524 members 
Entering Unmasked Estep 
Score: -22236762.000000 Penalty: 5942.269531
	Iteration 24Q: 3 clusters Score -2.223676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -22236762.000000 Penalty: 5942.269531
	Iteration 25Q: 3 clusters Score -2.223676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 158608 members 
Entering Unmasked Estep 
Score: -22236812.000000 Penalty: 5942.269531
	Iteration 26Q: 3 clusters Score -2.223681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -22236804.000000 Penalty: 5942.269531
	Iteration 27Q: 3 clusters Score -2.22368e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 158651 members 
Entering Unmasked Estep 
Score: -22236808.000000 Penalty: 5942.269531
	Iteration 28Q: 3 clusters Score -2.223681e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -22236806.000000 Penalty: 5942.269531
	Iteration 29Q: 3 clusters Score -2.223681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 158682 members 
Entering Unmasked Estep 
Score: -22236802.000000 Penalty: 5942.269531
	Iteration 30Q: 3 clusters Score -2.22368e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 158693 members 
Entering Unmasked Estep 
Score: -22236814.000000 Penalty: 5942.269531
	Iteration 31Q: 3 clusters Score -2.223681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 158701 members 
Entering Unmasked Estep 
Score: -22236814.000000 Penalty: 5942.269531
	Iteration 32Q: 3 clusters Score -2.223681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 158709 members 
Entering Unmasked Estep 
Score: -22236828.000000 Penalty: 5942.269531
	Iteration 33Q: 3 clusters Score -2.223683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -22236836.000000 Penalty: 5942.269531
	Iteration 34Q: 3 clusters Score -2.223684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 158719 members 
Entering Unmasked Estep 
Score: -22236830.000000 Penalty: 5942.269531
	Iteration 35Q: 3 clusters Score -2.223683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 158726 members 
Entering Unmasked Estep 
Score: -22236842.000000 Penalty: 5942.269531
	Iteration 36Q: 3 clusters Score -2.223684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 158730 members 
Entering Unmasked Estep 
Score: -22236832.000000 Penalty: 5942.269531
	Iteration 37Q: 3 clusters Score -2.223683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 158735 members 
Entering Unmasked Estep 
Score: -22236832.000000 Penalty: 5942.269531
	Iteration 38Q: 3 clusters Score -2.223683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 158740 members 
Entering Unmasked Estep 
Score: -22236816.000000 Penalty: 5942.269531
	Iteration 39Q: 3 clusters Score -2.223682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 158744 members 
Entering Unmasked Estep 
Score: -22236808.000000 Penalty: 5942.269531
	Iteration 40F: 3 clusters Score -2.223681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 158749 members 
Entering Unmasked Estep 
Score: -22236818.000000 Penalty: 5942.269531
	Iteration 41Q: 3 clusters Score -2.223682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -22236814.000000 Penalty: 5942.269531
	Iteration 42Q: 3 clusters Score -2.223681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
Score: -22236804.000000 Penalty: 5942.269531
	Iteration 43Q: 3 clusters Score -2.22368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -22236820.000000 Penalty: 5942.269531
	Iteration 44Q: 3 clusters Score -2.223682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -22236816.000000 Penalty: 5942.269531
	Iteration 45Q: 3 clusters Score -2.223682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -22236806.000000 Penalty: 5942.269531
	Iteration 46Q: 3 clusters Score -2.223681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 158763 members 
Entering Unmasked Estep 
Score: -22236816.000000 Penalty: 5942.269531
	Iteration 47Q: 3 clusters Score -2.223682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 158769 members 
Entering Unmasked Estep 
Score: -22236824.000000 Penalty: 5942.269531
	Iteration 48Q: 3 clusters Score -2.223682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 158768 members 
Entering Unmasked Estep 
Score: -22236808.000000 Penalty: 5942.269531
	Iteration 49Q: 3 clusters Score -2.223681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 158775 members 
Entering Unmasked Estep 
Score: -22236818.000000 Penalty: 5942.269531
	Iteration 50Q: 3 clusters Score -2.223682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -22236798.000000 Penalty: 5942.269531
	Iteration 51Q: 3 clusters Score -2.22368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -22236808.000000 Penalty: 5942.269531
	Iteration 52Q: 3 clusters Score -2.223681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 158778 members 
Entering Unmasked Estep 
Score: -22236812.000000 Penalty: 5942.269531
	Iteration 53Q: 3 clusters Score -2.223681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 158782 members 
Entering Unmasked Estep 
Score: -22236806.000000 Penalty: 5942.269531
	Iteration 54Q: 3 clusters Score -2.223681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 158783 members 
Entering Unmasked Estep 
Score: -22236812.000000 Penalty: 5942.269531
	Iteration 55Q: 3 clusters Score -2.223681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -22236812.000000 Penalty: 5942.269531
	Iteration 56Q: 3 clusters Score -2.223681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -22236812.000000 Penalty: 5942.269531
	Iteration 57F: 3 clusters Score -2.223681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Entering Unmasked Estep 
Score: -15270369.000000 Penalty: 2875.830078
	Iteration 0F: 2 clusters Score -1.527037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -15199797.000000 Penalty: 5751.660156
	Iteration 0F: 3 clusters Score -1.51998e+07 nChanged 51778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -15229935.000000 Penalty: 5751.660156
	Iteration 1F: 3 clusters Score -1.522994e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -15231055.000000 Penalty: 5751.660156
	Iteration 2Q: 3 clusters Score -1.523106e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -15232576.000000 Penalty: 5751.660156
	Iteration 3Q: 3 clusters Score -1.523258e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -15235229.000000 Penalty: 5751.660156
	Iteration 4Q: 3 clusters Score -1.523523e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73412 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -15239369.000000 Penalty: 5751.660156
	Iteration 5F: 3 clusters Score -1.523937e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -15245682.000000 Penalty: 5751.660156
	Iteration 6F: 3 clusters Score -1.524568e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89647 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -15253069.000000 Penalty: 5751.660156
	Iteration 7F: 3 clusters Score -1.525307e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -15259834.000000 Penalty: 5751.660156
	Iteration 8F: 3 clusters Score -1.525983e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103125 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -15264355.000000 Penalty: 5751.660156
	Iteration 9F: 3 clusters Score -1.526436e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105964 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -15266534.000000 Penalty: 5751.660156
	Iteration 10Q: 3 clusters Score -1.526653e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107224 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -15267501.000000 Penalty: 5751.660156
	Iteration 11Q: 3 clusters Score -1.52675e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -15267934.000000 Penalty: 5751.660156
	Iteration 12Q: 3 clusters Score -1.526793e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -15268126.000000 Penalty: 5751.660156
	Iteration 13Q: 3 clusters Score -1.526813e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -15268231.000000 Penalty: 5751.660156
	Iteration 14Q: 3 clusters Score -1.526823e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108136 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -15268303.000000 Penalty: 5751.660156
	Iteration 15Q: 3 clusters Score -1.52683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -15268344.000000 Penalty: 5751.660156
	Iteration 16Q: 3 clusters Score -1.526834e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108181 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -15268400.000000 Penalty: 5751.660156
	Iteration 17Q: 3 clusters Score -1.52684e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108190 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -15268436.000000 Penalty: 5751.660156
	Iteration 18Q: 3 clusters Score -1.526844e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108200 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -15268455.000000 Penalty: 5751.660156
	Iteration 19Q: 3 clusters Score -1.526846e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -15268457.000000 Penalty: 5751.660156
	Iteration 20F: 3 clusters Score -1.526846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108212 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -15268473.000000 Penalty: 5751.660156
	Iteration 21Q: 3 clusters Score -1.526847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108214 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15268476.000000 Penalty: 5751.660156
	Iteration 22Q: 3 clusters Score -1.526848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15268480.000000 Penalty: 5751.660156
	Iteration 23Q: 3 clusters Score -1.526848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108220 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -15268476.000000 Penalty: 5751.660156
	Iteration 24Q: 3 clusters Score -1.526848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -15268481.000000 Penalty: 5751.660156
	Iteration 25Q: 3 clusters Score -1.526848e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -15268485.000000 Penalty: 5751.660156
	Iteration 26Q: 3 clusters Score -1.526848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -15268467.000000 Penalty: 5751.660156
	Iteration 27Q: 3 clusters Score -1.526847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108226 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -15268473.000000 Penalty: 5751.660156
	Iteration 28Q: 3 clusters Score -1.526847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -15268477.000000 Penalty: 5751.660156
	Iteration 29Q: 3 clusters Score -1.526848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -15268478.000000 Penalty: 5751.660156
	Iteration 30Q: 3 clusters Score -1.526848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -15268484.000000 Penalty: 5751.660156
	Iteration 31Q: 3 clusters Score -1.526848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108233 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15268486.000000 Penalty: 5751.660156
	Iteration 32Q: 3 clusters Score -1.526849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -15268490.000000 Penalty: 5751.660156
	Iteration 33Q: 3 clusters Score -1.526849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15268503.000000 Penalty: 5751.660156
	Iteration 34Q: 3 clusters Score -1.52685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108232 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -15268503.000000 Penalty: 5751.660156
	Iteration 35F: 3 clusters Score -1.52685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Entering Unmasked Estep 
Score: -3559608.750000 Penalty: 2513.144287
	Iteration 0F: 2 clusters Score -3559609 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 12520 members 
Entering Unmasked Estep 
Score: -3542092.500000 Penalty: 5026.288574
	Iteration 0F: 3 clusters Score -3542092 nChanged 11290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3548149.250000 Penalty: 5026.288574
	Iteration 1F: 3 clusters Score -3548149 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3548564.000000 Penalty: 5026.288574
	Iteration 2F: 3 clusters Score -3548564 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3548923.250000 Penalty: 5026.288574
	Iteration 3Q: 3 clusters Score -3548923 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3549234.750000 Penalty: 5026.288574
	Iteration 4Q: 3 clusters Score -3549235 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -3549638.750000 Penalty: 5026.288574
	Iteration 5Q: 3 clusters Score -3549639 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3550155.500000 Penalty: 5026.288574
	Iteration 6Q: 3 clusters Score -3550156 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3551000.500000 Penalty: 5026.288574
	Iteration 7F: 3 clusters Score -3551000 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3552153.000000 Penalty: 5026.288574
	Iteration 8F: 3 clusters Score -3552153 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3553577.750000 Penalty: 5026.288574
	Iteration 9F: 3 clusters Score -3553578 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3555020.000000 Penalty: 5026.288574
	Iteration 10F: 3 clusters Score -3555020 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3556129.250000 Penalty: 5026.288574
	Iteration 11Q: 3 clusters Score -3556129 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3556747.500000 Penalty: 5026.288574
	Iteration 12Q: 3 clusters Score -3556748 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3557031.500000 Penalty: 5026.288574
	Iteration 13Q: 3 clusters Score -3557032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3557207.250000 Penalty: 5026.288574
	Iteration 14Q: 3 clusters Score -3557207 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3557331.500000 Penalty: 5026.288574
	Iteration 15Q: 3 clusters Score -3557332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3557412.500000 Penalty: 5026.288574
	Iteration 16Q: 3 clusters Score -3557412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3557452.750000 Penalty: 5026.288574
	Iteration 17Q: 3 clusters Score -3557453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3557478.000000 Penalty: 5026.288574
	Iteration 18Q: 3 clusters Score -3557478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3557499.250000 Penalty: 5026.288574
	Iteration 19Q: 3 clusters Score -3557499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3557521.500000 Penalty: 5026.288574
	Iteration 20F: 3 clusters Score -3557522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3557524.500000 Penalty: 5026.288574
	Iteration 21Q: 3 clusters Score -3557524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3557531.250000 Penalty: 5026.288574
	Iteration 22Q: 3 clusters Score -3557531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3557534.000000 Penalty: 5026.288574
	Iteration 23Q: 3 clusters Score -3557534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3557534.500000 Penalty: 5026.288574
	Iteration 24Q: 3 clusters Score -3557534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3557534.500000 Penalty: 5026.288574
	Iteration 25F: 3 clusters Score -3557534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -101733.914062 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -101733.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99919.859375 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -99919.86 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -100329.226562 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -100329.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100516.859375 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -100516.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -100692.164062 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -100692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -100840.156250 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -100840.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100965.335938 Penalty: 3334.424561
	Iteration 5Q: 3 clusters Score -100965.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101115.078125 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -101115.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101362.835938 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -101362.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101711.046875 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -101711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101827.578125 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -101827.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101905.179688 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -101905.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102031.750000 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -102031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102173.140625 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -102173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -102315.679688 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -102315.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -102463.078125 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -102463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102466.187500 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -102466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -102466.187500 Penalty: 3334.424561
	Iteration 16F: 3 clusters Score -102466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 30185 members 
Mstep: Class 9 contains 111115 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159593 members 
Mstep: Class 15 contains 108672 members 
Mstep: Class 16 contains 25176 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139146 members 
Mstep: Class 22 contains 29579 members 
Entering Unmasked Estep 
Score: -84916360.000000 Penalty: 59508.957031
Splitting cluster 17 changes total score from -84917152.000000 to -84916360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Entering Unmasked Estep 
Score: -259527.265625 Penalty: 1868.621216
	Iteration 0F: 2 clusters Score -259527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -256955.000000 Penalty: 3737.242432
	Iteration 0F: 3 clusters Score -256955 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257375.406250 Penalty: 3737.242432
	Iteration 1F: 3 clusters Score -257375.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -257471.390625 Penalty: 3737.242432
	Iteration 2F: 3 clusters Score -257471.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -257522.109375 Penalty: 3737.242432
	Iteration 3Q: 3 clusters Score -257522.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257553.031250 Penalty: 3737.242432
	Iteration 4Q: 3 clusters Score -257553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257574.578125 Penalty: 3737.242432
	Iteration 5Q: 3 clusters Score -257574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257588.984375 Penalty: 3737.242432
	Iteration 6Q: 3 clusters Score -257589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257601.187500 Penalty: 3737.242432
	Iteration 7Q: 3 clusters Score -257601.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257608.343750 Penalty: 3737.242432
	Iteration 8Q: 3 clusters Score -257608.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257616.156250 Penalty: 3737.242432
	Iteration 9Q: 3 clusters Score -257616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257621.296875 Penalty: 3737.242432
	Iteration 10Q: 3 clusters Score -257621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257625.609375 Penalty: 3737.242432
	Iteration 11Q: 3 clusters Score -257625.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -257627.828125 Penalty: 3737.242432
	Iteration 12Q: 3 clusters Score -257627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -257630.062500 Penalty: 3737.242432
	Iteration 13Q: 3 clusters Score -257630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -257631.125000 Penalty: 3737.242432
	Iteration 14Q: 3 clusters Score -257631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257631.421875 Penalty: 3737.242432
	Iteration 15Q: 3 clusters Score -257631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257632.984375 Penalty: 3737.242432
	Iteration 16Q: 3 clusters Score -257633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257632.984375 Penalty: 3737.242432
	Iteration 17F: 3 clusters Score -257633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27666.765625 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27666.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26536.175781 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26536.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26596.253906 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26596.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26616.697266 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26616.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26622.804688 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26624.113281 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26624.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26624.113281 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -26624.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Entering Unmasked Estep 
Score: -19487446.000000 Penalty: 2937.133057
	Iteration 0F: 2 clusters Score -1.948745e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69769 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -19396904.000000 Penalty: 5874.266113
	Iteration 0F: 3 clusters Score -1.93969e+07 nChanged 66332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 66581 members 
Entering Unmasked Estep 
Score: -19435100.000000 Penalty: 5874.266113
	Iteration 1F: 3 clusters Score -1.94351e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 64852 members 
Entering Unmasked Estep 
Score: -19436090.000000 Penalty: 5874.266113
	Iteration 2Q: 3 clusters Score -1.943609e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -19437608.000000 Penalty: 5874.266113
	Iteration 3Q: 3 clusters Score -1.943761e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -19439874.000000 Penalty: 5874.266113
	Iteration 4Q: 3 clusters Score -1.943987e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87389 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -19443836.000000 Penalty: 5874.266113
	Iteration 5F: 3 clusters Score -1.944384e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -19450588.000000 Penalty: 5874.266113
	Iteration 6F: 3 clusters Score -1.945059e+07 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -19460254.000000 Penalty: 5874.266113
	Iteration 7F: 3 clusters Score -1.946025e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -19470492.000000 Penalty: 5874.266113
	Iteration 8F: 3 clusters Score -1.947049e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124659 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -19477856.000000 Penalty: 5874.266113
	Iteration 9F: 3 clusters Score -1.947786e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128393 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -19481772.000000 Penalty: 5874.266113
	Iteration 10Q: 3 clusters Score -1.948177e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -19483736.000000 Penalty: 5874.266113
	Iteration 11Q: 3 clusters Score -1.948374e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -19484752.000000 Penalty: 5874.266113
	Iteration 12Q: 3 clusters Score -1.948475e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -19485416.000000 Penalty: 5874.266113
	Iteration 13Q: 3 clusters Score -1.948542e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131989 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -19485646.000000 Penalty: 5874.266113
	Iteration 14Q: 3 clusters Score -1.948565e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -19485824.000000 Penalty: 5874.266113
	Iteration 15Q: 3 clusters Score -1.948582e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132068 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -19485942.000000 Penalty: 5874.266113
	Iteration 16Q: 3 clusters Score -1.948594e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132029 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -19486032.000000 Penalty: 5874.266113
	Iteration 17Q: 3 clusters Score -1.948603e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131965 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -19486060.000000 Penalty: 5874.266113
	Iteration 18Q: 3 clusters Score -1.948606e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131893 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -19486102.000000 Penalty: 5874.266113
	Iteration 19Q: 3 clusters Score -1.94861e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131788 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -19486136.000000 Penalty: 5874.266113
	Iteration 20F: 3 clusters Score -1.948614e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131710 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -19486154.000000 Penalty: 5874.266113
	Iteration 21Q: 3 clusters Score -1.948615e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131628 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -19486162.000000 Penalty: 5874.266113
	Iteration 22Q: 3 clusters Score -1.948616e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131575 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -19486160.000000 Penalty: 5874.266113
	Iteration 23Q: 3 clusters Score -1.948616e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131514 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -19486164.000000 Penalty: 5874.266113
	Iteration 24Q: 3 clusters Score -1.948616e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -19486196.000000 Penalty: 5874.266113
	Iteration 25Q: 3 clusters Score -1.94862e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131414 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -19486176.000000 Penalty: 5874.266113
	Iteration 26Q: 3 clusters Score -1.948618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131361 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -19486210.000000 Penalty: 5874.266113
	Iteration 27Q: 3 clusters Score -1.948621e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131329 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -19486218.000000 Penalty: 5874.266113
	Iteration 28Q: 3 clusters Score -1.948622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131298 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -19486208.000000 Penalty: 5874.266113
	Iteration 29Q: 3 clusters Score -1.948621e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131270 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -19486220.000000 Penalty: 5874.266113
	Iteration 30Q: 3 clusters Score -1.948622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131243 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -19486238.000000 Penalty: 5874.266113
	Iteration 31Q: 3 clusters Score -1.948624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131221 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -19486244.000000 Penalty: 5874.266113
	Iteration 32Q: 3 clusters Score -1.948624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131206 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -19486236.000000 Penalty: 5874.266113
	Iteration 33Q: 3 clusters Score -1.948624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -19486242.000000 Penalty: 5874.266113
	Iteration 34Q: 3 clusters Score -1.948624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131171 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -19486264.000000 Penalty: 5874.266113
	Iteration 35Q: 3 clusters Score -1.948626e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131155 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -19486246.000000 Penalty: 5874.266113
	Iteration 36Q: 3 clusters Score -1.948625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131142 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -19486244.000000 Penalty: 5874.266113
	Iteration 37Q: 3 clusters Score -1.948624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -19486246.000000 Penalty: 5874.266113
	Iteration 38Q: 3 clusters Score -1.948625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131120 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -19486252.000000 Penalty: 5874.266113
	Iteration 39Q: 3 clusters Score -1.948625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131117 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -19486256.000000 Penalty: 5874.266113
	Iteration 40F: 3 clusters Score -1.948626e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131110 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 41Q: 3 clusters Score -1.948626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131103 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 42Q: 3 clusters Score -1.948626e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 43Q: 3 clusters Score -1.948626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131083 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -19486252.000000 Penalty: 5874.266113
	Iteration 44Q: 3 clusters Score -1.948625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 45Q: 3 clusters Score -1.948626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131077 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -19486268.000000 Penalty: 5874.266113
	Iteration 46Q: 3 clusters Score -1.948627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131075 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 47Q: 3 clusters Score -1.948626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -19486278.000000 Penalty: 5874.266113
	Iteration 48Q: 3 clusters Score -1.948628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131072 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 49Q: 3 clusters Score -1.948626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -19486264.000000 Penalty: 5874.266113
	Iteration 50Q: 3 clusters Score -1.948626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -19486262.000000 Penalty: 5874.266113
	Iteration 51Q: 3 clusters Score -1.948626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131068 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 52Q: 3 clusters Score -1.948626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -19486264.000000 Penalty: 5874.266113
	Iteration 53Q: 3 clusters Score -1.948626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131065 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -19486274.000000 Penalty: 5874.266113
	Iteration 54Q: 3 clusters Score -1.948627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -19486266.000000 Penalty: 5874.266113
	Iteration 55Q: 3 clusters Score -1.948627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131066 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -19486272.000000 Penalty: 5874.266113
	Iteration 56Q: 3 clusters Score -1.948627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -19486262.000000 Penalty: 5874.266113
	Iteration 57Q: 3 clusters Score -1.948626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131064 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -19486248.000000 Penalty: 5874.266113
	Iteration 58Q: 3 clusters Score -1.948625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131063 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 59Q: 3 clusters Score -1.948626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131062 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -19486252.000000 Penalty: 5874.266113
	Iteration 60F: 3 clusters Score -1.948625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 61Q: 3 clusters Score -1.948626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131054 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 62Q: 3 clusters Score -1.948626e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131049 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -19486272.000000 Penalty: 5874.266113
	Iteration 63Q: 3 clusters Score -1.948627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131046 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 64Q: 3 clusters Score -1.948626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131042 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -19486278.000000 Penalty: 5874.266113
	Iteration 65Q: 3 clusters Score -1.948628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131038 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -19486260.000000 Penalty: 5874.266113
	Iteration 66Q: 3 clusters Score -1.948626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131035 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -19486258.000000 Penalty: 5874.266113
	Iteration 67Q: 3 clusters Score -1.948626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -19486272.000000 Penalty: 5874.266113
	Iteration 68Q: 3 clusters Score -1.948627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -19486274.000000 Penalty: 5874.266113
	Iteration 69Q: 3 clusters Score -1.948627e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -19486270.000000 Penalty: 5874.266113
	Iteration 70Q: 3 clusters Score -1.948627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131026 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -19486270.000000 Penalty: 5874.266113
	Iteration 71F: 3 clusters Score -1.948627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Entering Unmasked Estep 
Score: -4029933.000000 Penalty: 2553.115234
	Iteration 0F: 2 clusters Score -4029933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -4009536.000000 Penalty: 5106.230469
	Iteration 0F: 3 clusters Score -4009536 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4016859.250000 Penalty: 5106.230469
	Iteration 1F: 3 clusters Score -4016859 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -4017762.500000 Penalty: 5106.230469
	Iteration 2F: 3 clusters Score -4017762 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -4018859.500000 Penalty: 5106.230469
	Iteration 3F: 3 clusters Score -4018860 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4020292.250000 Penalty: 5106.230469
	Iteration 4F: 3 clusters Score -4020292 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4021879.250000 Penalty: 5106.230469
	Iteration 5F: 3 clusters Score -4021879 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4023580.500000 Penalty: 5106.230469
	Iteration 6F: 3 clusters Score -4023580 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -4025034.000000 Penalty: 5106.230469
	Iteration 7F: 3 clusters Score -4025034 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4025973.250000 Penalty: 5106.230469
	Iteration 8F: 3 clusters Score -4025973 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -4026507.250000 Penalty: 5106.230469
	Iteration 9Q: 3 clusters Score -4026507 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -4026808.250000 Penalty: 5106.230469
	Iteration 10Q: 3 clusters Score -4026808 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4027048.250000 Penalty: 5106.230469
	Iteration 11Q: 3 clusters Score -4027048 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4027305.750000 Penalty: 5106.230469
	Iteration 12Q: 3 clusters Score -4027306 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -4027519.250000 Penalty: 5106.230469
	Iteration 13Q: 3 clusters Score -4027519 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4027745.500000 Penalty: 5106.230469
	Iteration 14Q: 3 clusters Score -4027746 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4027943.250000 Penalty: 5106.230469
	Iteration 15Q: 3 clusters Score -4027943 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4028131.250000 Penalty: 5106.230469
	Iteration 16Q: 3 clusters Score -4028131 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4028364.500000 Penalty: 5106.230469
	Iteration 17Q: 3 clusters Score -4028364 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4028615.750000 Penalty: 5106.230469
	Iteration 18Q: 3 clusters Score -4028616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4028843.000000 Penalty: 5106.230469
	Iteration 19Q: 3 clusters Score -4028843 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4029076.250000 Penalty: 5106.230469
	Iteration 20F: 3 clusters Score -4029076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4029366.750000 Penalty: 5106.230469
	Iteration 21Q: 3 clusters Score -4029367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4029484.000000 Penalty: 5106.230469
	Iteration 22Q: 3 clusters Score -4029484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4029499.250000 Penalty: 5106.230469
	Iteration 23Q: 3 clusters Score -4029499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4029513.250000 Penalty: 5106.230469
	Iteration 24Q: 3 clusters Score -4029513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4029522.500000 Penalty: 5106.230469
	Iteration 25Q: 3 clusters Score -4029522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4029523.500000 Penalty: 5106.230469
	Iteration 26Q: 3 clusters Score -4029524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4029528.500000 Penalty: 5106.230469
	Iteration 27Q: 3 clusters Score -4029528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4029523.750000 Penalty: 5106.230469
	Iteration 28Q: 3 clusters Score -4029524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4029524.000000 Penalty: 5106.230469
	Iteration 29Q: 3 clusters Score -4029524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4029524.000000 Penalty: 5106.230469
	Iteration 30Q: 3 clusters Score -4029524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4029525.000000 Penalty: 5106.230469
	Iteration 31Q: 3 clusters Score -4029525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4029525.000000 Penalty: 5106.230469
	Iteration 32F: 3 clusters Score -4029525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1473 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30185 members 
Mstep: Class 9 contains 111115 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159593 members 
Mstep: Class 15 contains 108672 members 
Mstep: Class 16 contains 25176 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139146 members 
Mstep: Class 22 contains 29579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917224.000000 Penalty: 56202.902344
Iteration 79Q: 18 clusters Score -8.491722e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30196 members 
Mstep: Class 9 contains 111072 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159590 members 
Mstep: Class 15 contains 108648 members 
Mstep: Class 16 contains 25184 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139185 members 
Mstep: Class 22 contains 29589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917144.000000 Penalty: 56202.902344
Iteration 80F: 18 clusters Score -8.491714e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1475 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30201 members 
Mstep: Class 9 contains 111039 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159570 members 
Mstep: Class 15 contains 108639 members 
Mstep: Class 16 contains 25192 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139224 members 
Mstep: Class 22 contains 29596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917152.000000 Penalty: 56202.902344
Iteration 81Q: 18 clusters Score -8.491715e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1477 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30205 members 
Mstep: Class 9 contains 111008 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159567 members 
Mstep: Class 15 contains 108621 members 
Mstep: Class 16 contains 25196 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139261 members 
Mstep: Class 22 contains 29599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917120.000000 Penalty: 56202.902344
Iteration 82Q: 18 clusters Score -8.491712e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1480 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30205 members 
Mstep: Class 9 contains 110987 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159574 members 
Mstep: Class 15 contains 108605 members 
Mstep: Class 16 contains 25203 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139284 members 
Mstep: Class 22 contains 29593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917184.000000 Penalty: 56202.902344
Iteration 83Q: 18 clusters Score -8.491718e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2963 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30206 members 
Mstep: Class 9 contains 110970 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159576 members 
Mstep: Class 15 contains 108604 members 
Mstep: Class 16 contains 25208 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139295 members 
Mstep: Class 22 contains 29589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917232.000000 Penalty: 56202.902344
Iteration 84Q: 18 clusters Score -8.491723e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2965 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30204 members 
Mstep: Class 9 contains 110953 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159561 members 
Mstep: Class 15 contains 108599 members 
Mstep: Class 16 contains 25216 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139316 members 
Mstep: Class 22 contains 29597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917288.000000 Penalty: 56202.902344
Iteration 85Q: 18 clusters Score -8.491729e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30207 members 
Mstep: Class 9 contains 110940 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159558 members 
Mstep: Class 15 contains 108591 members 
Mstep: Class 16 contains 25224 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139322 members 
Mstep: Class 22 contains 29601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 86Q: 18 clusters Score -8.491722e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30211 members 
Mstep: Class 9 contains 110925 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159556 members 
Mstep: Class 15 contains 108595 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1871 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139320 members 
Mstep: Class 22 contains 29607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917240.000000 Penalty: 56202.902344
Iteration 87Q: 18 clusters Score -8.491724e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2968 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30214 members 
Mstep: Class 9 contains 110880 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159581 members 
Mstep: Class 15 contains 108603 members 
Mstep: Class 16 contains 25229 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139326 members 
Mstep: Class 22 contains 29611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917208.000000 Penalty: 56202.902344
Iteration 88Q: 18 clusters Score -8.491721e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30215 members 
Mstep: Class 9 contains 110842 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159608 members 
Mstep: Class 15 contains 108606 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139327 members 
Mstep: Class 22 contains 29613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917160.000000 Penalty: 56202.902344
Iteration 89Q: 18 clusters Score -8.491716e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30219 members 
Mstep: Class 9 contains 110790 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159654 members 
Mstep: Class 15 contains 108592 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139335 members 
Mstep: Class 22 contains 29617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917128.000000 Penalty: 56202.902344
Iteration 90Q: 18 clusters Score -8.491713e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30220 members 
Mstep: Class 9 contains 110754 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159688 members 
Mstep: Class 15 contains 108593 members 
Mstep: Class 16 contains 25237 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139326 members 
Mstep: Class 22 contains 29622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917120.000000 Penalty: 56202.902344
Iteration 91Q: 18 clusters Score -8.491712e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30223 members 
Mstep: Class 9 contains 110745 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159705 members 
Mstep: Class 15 contains 108589 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139317 members 
Mstep: Class 22 contains 29624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917160.000000 Penalty: 56202.902344
Iteration 92Q: 18 clusters Score -8.491716e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30223 members 
Mstep: Class 9 contains 110750 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159709 members 
Mstep: Class 15 contains 108590 members 
Mstep: Class 16 contains 25236 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139306 members 
Mstep: Class 22 contains 29625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917112.000000 Penalty: 56202.902344
Iteration 93Q: 18 clusters Score -8.491711e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30227 members 
Mstep: Class 9 contains 110736 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159722 members 
Mstep: Class 15 contains 108576 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139317 members 
Mstep: Class 22 contains 29627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917120.000000 Penalty: 56202.902344
Iteration 94Q: 18 clusters Score -8.491712e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30228 members 
Mstep: Class 9 contains 110723 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159739 members 
Mstep: Class 15 contains 108566 members 
Mstep: Class 16 contains 25234 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139318 members 
Mstep: Class 22 contains 29631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917168.000000 Penalty: 56202.902344
Iteration 95Q: 18 clusters Score -8.491717e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30232 members 
Mstep: Class 9 contains 110710 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159755 members 
Mstep: Class 15 contains 108558 members 
Mstep: Class 16 contains 25233 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139320 members 
Mstep: Class 22 contains 29631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 96Q: 18 clusters Score -8.491722e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30235 members 
Mstep: Class 9 contains 110686 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159777 members 
Mstep: Class 15 contains 108549 members 
Mstep: Class 16 contains 25235 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139325 members 
Mstep: Class 22 contains 29632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917176.000000 Penalty: 56202.902344
Iteration 97Q: 18 clusters Score -8.491718e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30238 members 
Mstep: Class 9 contains 110664 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159794 members 
Mstep: Class 15 contains 108546 members 
Mstep: Class 16 contains 25240 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139321 members 
Mstep: Class 22 contains 29636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917168.000000 Penalty: 56202.902344
Iteration 98Q: 18 clusters Score -8.491717e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30240 members 
Mstep: Class 9 contains 110646 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159809 members 
Mstep: Class 15 contains 108542 members 
Mstep: Class 16 contains 25243 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139321 members 
Mstep: Class 22 contains 29638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917032.000000 Penalty: 56202.902344
Iteration 99Q: 18 clusters Score -8.491703e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30239 members 
Mstep: Class 9 contains 110635 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159821 members 
Mstep: Class 15 contains 108540 members 
Mstep: Class 16 contains 25248 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139320 members 
Mstep: Class 22 contains 29636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917112.000000 Penalty: 56202.902344
Iteration 100F: 18 clusters Score -8.491711e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30238 members 
Mstep: Class 9 contains 110623 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159833 members 
Mstep: Class 15 contains 108544 members 
Mstep: Class 16 contains 25252 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139314 members 
Mstep: Class 22 contains 29635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917072.000000 Penalty: 56202.902344
Iteration 101Q: 18 clusters Score -8.491707e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30239 members 
Mstep: Class 9 contains 110614 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159841 members 
Mstep: Class 15 contains 108546 members 
Mstep: Class 16 contains 25258 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139307 members 
Mstep: Class 22 contains 29634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917192.000000 Penalty: 56202.902344
Iteration 102Q: 18 clusters Score -8.491719e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2974 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30241 members 
Mstep: Class 9 contains 110594 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159850 members 
Mstep: Class 15 contains 108546 members 
Mstep: Class 16 contains 25267 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139305 members 
Mstep: Class 22 contains 29636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917176.000000 Penalty: 56202.902344
Iteration 103Q: 18 clusters Score -8.491718e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2975 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30243 members 
Mstep: Class 9 contains 110573 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159849 members 
Mstep: Class 15 contains 108546 members 
Mstep: Class 16 contains 25272 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139314 members 
Mstep: Class 22 contains 29641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 104Q: 18 clusters Score -8.491722e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30243 members 
Mstep: Class 9 contains 110557 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159854 members 
Mstep: Class 15 contains 108547 members 
Mstep: Class 16 contains 25274 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139317 members 
Mstep: Class 22 contains 29645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917224.000000 Penalty: 56202.902344
Iteration 105Q: 18 clusters Score -8.491722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30246 members 
Mstep: Class 9 contains 110551 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159859 members 
Mstep: Class 15 contains 108533 members 
Mstep: Class 16 contains 25275 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139323 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917232.000000 Penalty: 56202.902344
Iteration 106Q: 18 clusters Score -8.491723e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30246 members 
Mstep: Class 9 contains 110553 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159860 members 
Mstep: Class 15 contains 108532 members 
Mstep: Class 16 contains 25274 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139322 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 107Q: 18 clusters Score -8.491722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30248 members 
Mstep: Class 9 contains 110554 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159857 members 
Mstep: Class 15 contains 108533 members 
Mstep: Class 16 contains 25276 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139320 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917144.000000 Penalty: 56202.902344
Iteration 108Q: 18 clusters Score -8.491714e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30250 members 
Mstep: Class 9 contains 110563 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159850 members 
Mstep: Class 15 contains 108537 members 
Mstep: Class 16 contains 25277 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139313 members 
Mstep: Class 22 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917136.000000 Penalty: 56202.902344
Iteration 109Q: 18 clusters Score -8.491714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30253 members 
Mstep: Class 9 contains 110560 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159850 members 
Mstep: Class 15 contains 108536 members 
Mstep: Class 16 contains 25282 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139310 members 
Mstep: Class 22 contains 29646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917160.000000 Penalty: 56202.902344
Iteration 110Q: 18 clusters Score -8.491716e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30256 members 
Mstep: Class 9 contains 110547 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159856 members 
Mstep: Class 15 contains 108533 members 
Mstep: Class 16 contains 25292 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139303 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917248.000000 Penalty: 56202.902344
Iteration 111Q: 18 clusters Score -8.491725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30257 members 
Mstep: Class 9 contains 110535 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159870 members 
Mstep: Class 15 contains 108525 members 
Mstep: Class 16 contains 25298 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139299 members 
Mstep: Class 22 contains 29652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 112Q: 18 clusters Score -8.491722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2980 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30256 members 
Mstep: Class 9 contains 110526 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159884 members 
Mstep: Class 15 contains 108512 members 
Mstep: Class 16 contains 25305 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139296 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917168.000000 Penalty: 56202.902344
Iteration 113Q: 18 clusters Score -8.491717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30255 members 
Mstep: Class 9 contains 110525 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159906 members 
Mstep: Class 15 contains 108496 members 
Mstep: Class 16 contains 25310 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139286 members 
Mstep: Class 22 contains 29653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917088.000000 Penalty: 56202.902344
Iteration 114Q: 18 clusters Score -8.491709e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30252 members 
Mstep: Class 9 contains 110526 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159921 members 
Mstep: Class 15 contains 108489 members 
Mstep: Class 16 contains 25318 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139270 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917144.000000 Penalty: 56202.902344
Iteration 115Q: 18 clusters Score -8.491714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 110525 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159940 members 
Mstep: Class 15 contains 108478 members 
Mstep: Class 16 contains 25320 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139263 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917168.000000 Penalty: 56202.902344
Iteration 116Q: 18 clusters Score -8.491717e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 110522 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159958 members 
Mstep: Class 15 contains 108473 members 
Mstep: Class 16 contains 25323 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139250 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 117Q: 18 clusters Score -8.491722e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 110517 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159974 members 
Mstep: Class 15 contains 108465 members 
Mstep: Class 16 contains 25327 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139243 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917224.000000 Penalty: 56202.902344
Iteration 118Q: 18 clusters Score -8.491722e+07 nChanged 45
Entering ConstructFrom: 
Score: -84917224.000000 Penalty: 56202.902344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -67358.453125 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -67358.45 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 286 members 
Entering Unmasked Estep 
Score: -65767.414062 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -65767.41 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66024.164062 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -66024.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66154.867188 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -66154.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66199.171875 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -66199.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66226.078125 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -66226.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66239.359375 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -66239.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66260.601562 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -66260.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66266.898438 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -66266.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66272.500000 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -66272.5 nChanged 3
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: -66279.375000 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -66279.38 nChanged 6
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: -66297.773438 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -66297.77 nChanged 4
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: -66312.242188 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -66312.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -66318.093750 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -66318.09 nChanged 3
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: -66324.085938 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -66324.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66329.570312 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -66329.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66333.945312 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -66333.95 nChanged 2
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: -66337.953125 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -66337.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66340.109375 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -66340.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66341.312500 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -66341.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66344.101562 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -66344.1 nChanged 2
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: -66347.531250 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -66347.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66350.757812 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -66350.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66352.859375 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -66352.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66354.593750 Penalty: 3137.770020
	Iteration 23Q: 3 clusters Score -66354.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66359.054688 Penalty: 3137.770020
	Iteration 24Q: 3 clusters Score -66359.05 nChanged 3
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: -66363.390625 Penalty: 3137.770020
	Iteration 25Q: 3 clusters Score -66363.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66370.085938 Penalty: 3137.770020
	Iteration 26Q: 3 clusters Score -66370.09 nChanged 3
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: -66374.187500 Penalty: 3137.770020
	Iteration 27Q: 3 clusters Score -66374.19 nChanged 3
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: -66381.789062 Penalty: 3137.770020
	Iteration 28Q: 3 clusters Score -66381.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66384.921875 Penalty: 3137.770020
	Iteration 29Q: 3 clusters Score -66384.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66387.414062 Penalty: 3137.770020
	Iteration 30Q: 3 clusters Score -66387.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -66387.414062 Penalty: 3137.770020
	Iteration 31F: 3 clusters Score -66387.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -269674.281250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -269674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -267088.281250 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -267088.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -267505.781250 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -267505.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267602.375000 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -267602.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -267659.937500 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -267659.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -267688.625000 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -267688.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267710.187500 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -267710.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -267728.750000 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -267728.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -267743.250000 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -267743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267754.843750 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -267754.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -267763.218750 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -267763.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -267768.531250 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -267768.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267773.218750 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -267773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -267777.125000 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -267777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267781.156250 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -267781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -267787.093750 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -267787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -267790.468750 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -267790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -267791.625000 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -267791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -267792.093750 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -267792.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -267792.093750 Penalty: 3756.216553
	Iteration 18F: 3 clusters Score -267792.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -205400.921875 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -205400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203131.312500 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -203131.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -203514.625000 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -203514.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203607.453125 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -203607.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -203655.390625 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -203655.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -203683.406250 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -203683.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -203702.906250 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -203702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203714.296875 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -203714.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -203731.171875 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -203731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -203737.343750 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -203737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203742.156250 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -203742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203748.343750 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -203748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -203751.937500 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -203751.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -203754.250000 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -203754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203757.703125 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -203757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -203761.453125 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -203761.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -203765.687500 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -203765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -203771.078125 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -203771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203774.859375 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -203774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -203779.171875 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -203779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -203781.187500 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -203781.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203784.093750 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -203784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -203785.968750 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -203786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -203787.921875 Penalty: 3621.034424
	Iteration 22Q: 3 clusters Score -203787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -203791.984375 Penalty: 3621.034424
	Iteration 23Q: 3 clusters Score -203792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -203795.187500 Penalty: 3621.034424
	Iteration 24Q: 3 clusters Score -203795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203798.968750 Penalty: 3621.034424
	Iteration 25Q: 3 clusters Score -203799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203799.734375 Penalty: 3621.034424
	Iteration 26Q: 3 clusters Score -203799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -203800.281250 Penalty: 3621.034424
	Iteration 27Q: 3 clusters Score -203800.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -203801.562500 Penalty: 3621.034424
	Iteration 28Q: 3 clusters Score -203801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203802.125000 Penalty: 3621.034424
	Iteration 29Q: 3 clusters Score -203802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203802.125000 Penalty: 3621.034424
	Iteration 30F: 3 clusters Score -203802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -420381.250000 Penalty: 1984.253052
	Iteration 0F: 2 clusters Score -420381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -417138.031250 Penalty: 3968.506104
	Iteration 0F: 3 clusters Score -417138 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -417770.812500 Penalty: 3968.506104
	Iteration 1F: 3 clusters Score -417770.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -417987.375000 Penalty: 3968.506104
	Iteration 2F: 3 clusters Score -417987.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -418137.937500 Penalty: 3968.506104
	Iteration 3F: 3 clusters Score -418137.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -418230.625000 Penalty: 3968.506104
	Iteration 4Q: 3 clusters Score -418230.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -418303.531250 Penalty: 3968.506104
	Iteration 5Q: 3 clusters Score -418303.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -418358.812500 Penalty: 3968.506104
	Iteration 6Q: 3 clusters Score -418358.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -418402.187500 Penalty: 3968.506104
	Iteration 7Q: 3 clusters Score -418402.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -418447.406250 Penalty: 3968.506104
	Iteration 8Q: 3 clusters Score -418447.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -418501.093750 Penalty: 3968.506104
	Iteration 9Q: 3 clusters Score -418501.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -418540.031250 Penalty: 3968.506104
	Iteration 10Q: 3 clusters Score -418540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -418573.843750 Penalty: 3968.506104
	Iteration 11Q: 3 clusters Score -418573.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -418602.062500 Penalty: 3968.506104
	Iteration 12Q: 3 clusters Score -418602.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -418626.937500 Penalty: 3968.506104
	Iteration 13Q: 3 clusters Score -418626.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -418648.718750 Penalty: 3968.506104
	Iteration 14Q: 3 clusters Score -418648.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -418666.750000 Penalty: 3968.506104
	Iteration 15Q: 3 clusters Score -418666.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -418690.843750 Penalty: 3968.506104
	Iteration 16Q: 3 clusters Score -418690.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -418719.187500 Penalty: 3968.506104
	Iteration 17Q: 3 clusters Score -418719.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -418737.562500 Penalty: 3968.506104
	Iteration 18Q: 3 clusters Score -418737.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -418756.968750 Penalty: 3968.506104
	Iteration 19Q: 3 clusters Score -418757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -418775.125000 Penalty: 3968.506104
	Iteration 20F: 3 clusters Score -418775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -418790.312500 Penalty: 3968.506104
	Iteration 21Q: 3 clusters Score -418790.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -418807.312500 Penalty: 3968.506104
	Iteration 22Q: 3 clusters Score -418807.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -418822.375000 Penalty: 3968.506104
	Iteration 23Q: 3 clusters Score -418822.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -418833.000000 Penalty: 3968.506104
	Iteration 24Q: 3 clusters Score -418833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -418841.437500 Penalty: 3968.506104
	Iteration 25Q: 3 clusters Score -418841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -418847.750000 Penalty: 3968.506104
	Iteration 26Q: 3 clusters Score -418847.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -418855.343750 Penalty: 3968.506104
	Iteration 27Q: 3 clusters Score -418855.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -418859.312500 Penalty: 3968.506104
	Iteration 28Q: 3 clusters Score -418859.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -418864.625000 Penalty: 3968.506104
	Iteration 29Q: 3 clusters Score -418864.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -418870.468750 Penalty: 3968.506104
	Iteration 30Q: 3 clusters Score -418870.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -418875.656250 Penalty: 3968.506104
	Iteration 31Q: 3 clusters Score -418875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -418880.187500 Penalty: 3968.506104
	Iteration 32Q: 3 clusters Score -418880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -418888.375000 Penalty: 3968.506104
	Iteration 33Q: 3 clusters Score -418888.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -418895.125000 Penalty: 3968.506104
	Iteration 34Q: 3 clusters Score -418895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -418901.875000 Penalty: 3968.506104
	Iteration 35Q: 3 clusters Score -418901.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -418907.718750 Penalty: 3968.506104
	Iteration 36Q: 3 clusters Score -418907.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -418913.406250 Penalty: 3968.506104
	Iteration 37Q: 3 clusters Score -418913.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -418919.562500 Penalty: 3968.506104
	Iteration 38Q: 3 clusters Score -418919.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -418927.781250 Penalty: 3968.506104
	Iteration 39Q: 3 clusters Score -418927.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -418930.093750 Penalty: 3968.506104
	Iteration 40F: 3 clusters Score -418930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -418930.906250 Penalty: 3968.506104
	Iteration 41Q: 3 clusters Score -418930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -418933.375000 Penalty: 3968.506104
	Iteration 42Q: 3 clusters Score -418933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -418936.375000 Penalty: 3968.506104
	Iteration 43Q: 3 clusters Score -418936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -418941.625000 Penalty: 3968.506104
	Iteration 44Q: 3 clusters Score -418941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -418945.187500 Penalty: 3968.506104
	Iteration 45Q: 3 clusters Score -418945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -418949.531250 Penalty: 3968.506104
	Iteration 46Q: 3 clusters Score -418949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -418953.437500 Penalty: 3968.506104
	Iteration 47Q: 3 clusters Score -418953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -418956.000000 Penalty: 3968.506104
	Iteration 48Q: 3 clusters Score -418956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -418956.593750 Penalty: 3968.506104
	Iteration 49Q: 3 clusters Score -418956.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -418957.468750 Penalty: 3968.506104
	Iteration 50Q: 3 clusters Score -418957.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -418957.468750 Penalty: 3968.506104
	Iteration 51F: 3 clusters Score -418957.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -65818.734375 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -65818.73 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 273 members 
Entering Unmasked Estep 
Score: -64283.667969 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -64283.67 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64554.050781 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -64554.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64637.863281 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -64637.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64708.582031 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -64708.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64738.792969 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -64738.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64759.554688 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -64759.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64778.582031 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -64778.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64791.570312 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -64791.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64798.925781 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -64798.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64804.640625 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -64804.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -64807.089844 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -64807.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -64812.339844 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -64812.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64816.156250 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -64816.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64816.156250 Penalty: 3128.816650
	Iteration 13F: 3 clusters Score -64816.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -89859.929688 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -89859.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88201.328125 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -88201.33 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88576.945312 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -88576.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88837.593750 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -88837.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88940.468750 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -88940.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -88989.335938 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -88989.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -89027.500000 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -89027.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -89056.171875 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -89056.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -89080.304688 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -89080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89100.468750 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -89100.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -89113.789062 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -89113.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -89125.304688 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -89125.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -89140.765625 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -89140.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -89154.906250 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -89154.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -89173.914062 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -89173.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -89178.156250 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -89178.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -89187.953125 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -89187.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89198.257812 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -89198.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -89220.203125 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -89220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -89252.875000 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -89252.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -89265.328125 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -89265.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -89267.890625 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -89267.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -89272.781250 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -89272.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -89280.664062 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -89280.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -89291.867188 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -89291.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89305.242188 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -89305.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -89322.648438 Penalty: 3266.741211
	Iteration 25Q: 3 clusters Score -89322.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89336.773438 Penalty: 3266.741211
	Iteration 26Q: 3 clusters Score -89336.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89343.726562 Penalty: 3266.741211
	Iteration 27Q: 3 clusters Score -89343.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89350.125000 Penalty: 3266.741211
	Iteration 28Q: 3 clusters Score -89350.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -89353.382812 Penalty: 3266.741211
	Iteration 29Q: 3 clusters Score -89353.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89355.046875 Penalty: 3266.741211
	Iteration 30Q: 3 clusters Score -89355.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -89355.046875 Penalty: 3266.741211
	Iteration 31F: 3 clusters Score -89355.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Entering Unmasked Estep 
Score: -4289541.000000 Penalty: 2558.670166
	Iteration 0F: 2 clusters Score -4289541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4268743.000000 Penalty: 5117.340332
	Iteration 0F: 3 clusters Score -4268743 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4276241.500000 Penalty: 5117.340332
	Iteration 1F: 3 clusters Score -4276242 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4276840.000000 Penalty: 5117.340332
	Iteration 2Q: 3 clusters Score -4276840 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -4277532.500000 Penalty: 5117.340332
	Iteration 3Q: 3 clusters Score -4277532 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4278315.500000 Penalty: 5117.340332
	Iteration 4F: 3 clusters Score -4278316 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4279375.500000 Penalty: 5117.340332
	Iteration 5F: 3 clusters Score -4279376 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -4280782.000000 Penalty: 5117.340332
	Iteration 6F: 3 clusters Score -4280782 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4282431.000000 Penalty: 5117.340332
	Iteration 7F: 3 clusters Score -4282431 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -4283842.000000 Penalty: 5117.340332
	Iteration 8F: 3 clusters Score -4283842 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4284752.000000 Penalty: 5117.340332
	Iteration 9Q: 3 clusters Score -4284752 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -4285190.000000 Penalty: 5117.340332
	Iteration 10Q: 3 clusters Score -4285190 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4285444.500000 Penalty: 5117.340332
	Iteration 11Q: 3 clusters Score -4285444 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4285602.500000 Penalty: 5117.340332
	Iteration 12Q: 3 clusters Score -4285602 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4285756.500000 Penalty: 5117.340332
	Iteration 13Q: 3 clusters Score -4285756 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -4285887.500000 Penalty: 5117.340332
	Iteration 14Q: 3 clusters Score -4285888 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -4286001.500000 Penalty: 5117.340332
	Iteration 15Q: 3 clusters Score -4286002 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -4286128.500000 Penalty: 5117.340332
	Iteration 16Q: 3 clusters Score -4286128 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -4286247.500000 Penalty: 5117.340332
	Iteration 17Q: 3 clusters Score -4286248 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4286320.000000 Penalty: 5117.340332
	Iteration 18Q: 3 clusters Score -4286320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -4286394.500000 Penalty: 5117.340332
	Iteration 19Q: 3 clusters Score -4286394 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -4286454.500000 Penalty: 5117.340332
	Iteration 20F: 3 clusters Score -4286454 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -4286504.500000 Penalty: 5117.340332
	Iteration 21Q: 3 clusters Score -4286504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4286570.500000 Penalty: 5117.340332
	Iteration 22Q: 3 clusters Score -4286570 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4286646.000000 Penalty: 5117.340332
	Iteration 23Q: 3 clusters Score -4286646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4286715.000000 Penalty: 5117.340332
	Iteration 24Q: 3 clusters Score -4286715 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4286784.500000 Penalty: 5117.340332
	Iteration 25Q: 3 clusters Score -4286784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4286837.500000 Penalty: 5117.340332
	Iteration 26Q: 3 clusters Score -4286838 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -4286890.000000 Penalty: 5117.340332
	Iteration 27Q: 3 clusters Score -4286890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4286933.000000 Penalty: 5117.340332
	Iteration 28Q: 3 clusters Score -4286933 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4286976.000000 Penalty: 5117.340332
	Iteration 29Q: 3 clusters Score -4286976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4287030.500000 Penalty: 5117.340332
	Iteration 30Q: 3 clusters Score -4287030 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -4287077.500000 Penalty: 5117.340332
	Iteration 31Q: 3 clusters Score -4287078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4287124.000000 Penalty: 5117.340332
	Iteration 32Q: 3 clusters Score -4287124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4287143.500000 Penalty: 5117.340332
	Iteration 33Q: 3 clusters Score -4287144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4287169.500000 Penalty: 5117.340332
	Iteration 34Q: 3 clusters Score -4287170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4287194.500000 Penalty: 5117.340332
	Iteration 35Q: 3 clusters Score -4287194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4287203.500000 Penalty: 5117.340332
	Iteration 36Q: 3 clusters Score -4287204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4287230.000000 Penalty: 5117.340332
	Iteration 37Q: 3 clusters Score -4287230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4287235.500000 Penalty: 5117.340332
	Iteration 38Q: 3 clusters Score -4287236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4287258.000000 Penalty: 5117.340332
	Iteration 39Q: 3 clusters Score -4287258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4287289.500000 Penalty: 5117.340332
	Iteration 40F: 3 clusters Score -4287290 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4287312.500000 Penalty: 5117.340332
	Iteration 41Q: 3 clusters Score -4287312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4287329.000000 Penalty: 5117.340332
	Iteration 42Q: 3 clusters Score -4287329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4287340.000000 Penalty: 5117.340332
	Iteration 43Q: 3 clusters Score -4287340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4287345.000000 Penalty: 5117.340332
	Iteration 44Q: 3 clusters Score -4287345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4287350.000000 Penalty: 5117.340332
	Iteration 45Q: 3 clusters Score -4287350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4287366.000000 Penalty: 5117.340332
	Iteration 46Q: 3 clusters Score -4287366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4287377.500000 Penalty: 5117.340332
	Iteration 47Q: 3 clusters Score -4287378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4287386.000000 Penalty: 5117.340332
	Iteration 48Q: 3 clusters Score -4287386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4287394.500000 Penalty: 5117.340332
	Iteration 49Q: 3 clusters Score -4287394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4287403.500000 Penalty: 5117.340332
	Iteration 50Q: 3 clusters Score -4287404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4287408.000000 Penalty: 5117.340332
	Iteration 51Q: 3 clusters Score -4287408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4287426.500000 Penalty: 5117.340332
	Iteration 52Q: 3 clusters Score -4287426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4287433.500000 Penalty: 5117.340332
	Iteration 53Q: 3 clusters Score -4287434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4287433.500000 Penalty: 5117.340332
	Iteration 54Q: 3 clusters Score -4287434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4287442.500000 Penalty: 5117.340332
	Iteration 55Q: 3 clusters Score -4287442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4287451.000000 Penalty: 5117.340332
	Iteration 56Q: 3 clusters Score -4287451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4287464.000000 Penalty: 5117.340332
	Iteration 57Q: 3 clusters Score -4287464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4287464.500000 Penalty: 5117.340332
	Iteration 58Q: 3 clusters Score -4287464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4287468.000000 Penalty: 5117.340332
	Iteration 59Q: 3 clusters Score -4287468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4287472.000000 Penalty: 5117.340332
	Iteration 60F: 3 clusters Score -4287472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4287471.500000 Penalty: 5117.340332
	Iteration 61Q: 3 clusters Score -4287472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4287470.000000 Penalty: 5117.340332
	Iteration 62Q: 3 clusters Score -4287470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4287476.000000 Penalty: 5117.340332
	Iteration 63Q: 3 clusters Score -4287476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4287488.500000 Penalty: 5117.340332
	Iteration 64Q: 3 clusters Score -4287488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4287501.000000 Penalty: 5117.340332
	Iteration 65Q: 3 clusters Score -4287501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4287494.500000 Penalty: 5117.340332
	Iteration 66Q: 3 clusters Score -4287494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4287502.000000 Penalty: 5117.340332
	Iteration 67Q: 3 clusters Score -4287502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4287510.000000 Penalty: 5117.340332
	Iteration 68Q: 3 clusters Score -4287510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4287520.500000 Penalty: 5117.340332
	Iteration 69Q: 3 clusters Score -4287520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4287520.000000 Penalty: 5117.340332
	Iteration 70Q: 3 clusters Score -4287520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4287521.500000 Penalty: 5117.340332
	Iteration 71Q: 3 clusters Score -4287522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4287521.500000 Penalty: 5117.340332
	Iteration 72Q: 3 clusters Score -4287522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4287523.000000 Penalty: 5117.340332
	Iteration 73Q: 3 clusters Score -4287523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4287523.000000 Penalty: 5117.340332
	Iteration 74Q: 3 clusters Score -4287523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4287529.500000 Penalty: 5117.340332
	Iteration 75Q: 3 clusters Score -4287530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4287533.000000 Penalty: 5117.340332
	Iteration 76Q: 3 clusters Score -4287533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4287535.000000 Penalty: 5117.340332
	Iteration 77Q: 3 clusters Score -4287535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4287538.000000 Penalty: 5117.340332
	Iteration 78Q: 3 clusters Score -4287538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4287538.000000 Penalty: 5117.340332
	Iteration 79Q: 3 clusters Score -4287538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4287542.000000 Penalty: 5117.340332
	Iteration 80F: 3 clusters Score -4287542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4287542.000000 Penalty: 5117.340332
	Iteration 81Q: 3 clusters Score -4287542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4287545.000000 Penalty: 5117.340332
	Iteration 82Q: 3 clusters Score -4287545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4287550.500000 Penalty: 5117.340332
	Iteration 83Q: 3 clusters Score -4287550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4287548.000000 Penalty: 5117.340332
	Iteration 84Q: 3 clusters Score -4287548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4287561.500000 Penalty: 5117.340332
	Iteration 85Q: 3 clusters Score -4287562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4287560.500000 Penalty: 5117.340332
	Iteration 86Q: 3 clusters Score -4287560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4287568.000000 Penalty: 5117.340332
	Iteration 87Q: 3 clusters Score -4287568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4287570.000000 Penalty: 5117.340332
	Iteration 88Q: 3 clusters Score -4287570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4287572.000000 Penalty: 5117.340332
	Iteration 89Q: 3 clusters Score -4287572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4287573.000000 Penalty: 5117.340332
	Iteration 90Q: 3 clusters Score -4287573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4287580.500000 Penalty: 5117.340332
	Iteration 91Q: 3 clusters Score -4287580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4287582.500000 Penalty: 5117.340332
	Iteration 92Q: 3 clusters Score -4287582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4287578.500000 Penalty: 5117.340332
	Iteration 93Q: 3 clusters Score -4287578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4287577.000000 Penalty: 5117.340332
	Iteration 94Q: 3 clusters Score -4287577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4287575.500000 Penalty: 5117.340332
	Iteration 95Q: 3 clusters Score -4287576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4287576.000000 Penalty: 5117.340332
	Iteration 96Q: 3 clusters Score -4287576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4287582.000000 Penalty: 5117.340332
	Iteration 97Q: 3 clusters Score -4287582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4287582.000000 Penalty: 5117.340332
	Iteration 98Q: 3 clusters Score -4287582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4287587.000000 Penalty: 5117.340332
	Iteration 99Q: 3 clusters Score -4287587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4287588.500000 Penalty: 5117.340332
	Iteration 100F: 3 clusters Score -4287588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4287591.000000 Penalty: 5117.340332
	Iteration 101Q: 3 clusters Score -4287591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4287593.500000 Penalty: 5117.340332
	Iteration 102Q: 3 clusters Score -4287594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4287588.500000 Penalty: 5117.340332
	Iteration 103Q: 3 clusters Score -4287588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4287588.500000 Penalty: 5117.340332
	Iteration 104Q: 3 clusters Score -4287588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4287588.500000 Penalty: 5117.340332
	Iteration 105F: 3 clusters Score -4287588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110513 members 
Entering Unmasked Estep 
Score: -15440609.000000 Penalty: 2879.996338
	Iteration 0F: 2 clusters Score -1.544061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55348 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -15366613.000000 Penalty: 5759.992676
	Iteration 0F: 3 clusters Score -1.536661e+07 nChanged 52459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -15397431.000000 Penalty: 5759.992676
	Iteration 1F: 3 clusters Score -1.539743e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -15398824.000000 Penalty: 5759.992676
	Iteration 2Q: 3 clusters Score -1.539882e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -15400796.000000 Penalty: 5759.992676
	Iteration 3Q: 3 clusters Score -1.54008e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56247 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -15403194.000000 Penalty: 5759.992676
	Iteration 4Q: 3 clusters Score -1.540319e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -15406619.000000 Penalty: 5759.992676
	Iteration 5F: 3 clusters Score -1.540662e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -15410932.000000 Penalty: 5759.992676
	Iteration 6F: 3 clusters Score -1.541093e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -15416212.000000 Penalty: 5759.992676
	Iteration 7F: 3 clusters Score -1.541621e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -15421070.000000 Penalty: 5759.992676
	Iteration 8F: 3 clusters Score -1.542107e+07 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -15424025.000000 Penalty: 5759.992676
	Iteration 9F: 3 clusters Score -1.542402e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -15425301.000000 Penalty: 5759.992676
	Iteration 10Q: 3 clusters Score -1.54253e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -15425997.000000 Penalty: 5759.992676
	Iteration 11Q: 3 clusters Score -1.5426e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -15426505.000000 Penalty: 5759.992676
	Iteration 12Q: 3 clusters Score -1.54265e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -15426920.000000 Penalty: 5759.992676
	Iteration 13Q: 3 clusters Score -1.542692e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -15427404.000000 Penalty: 5759.992676
	Iteration 14Q: 3 clusters Score -1.54274e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -15427877.000000 Penalty: 5759.992676
	Iteration 15Q: 3 clusters Score -1.542788e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 67309 members 
Entering Unmasked Estep 
Score: -15428151.000000 Penalty: 5759.992676
	Iteration 16Q: 3 clusters Score -1.542815e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 68272 members 
Entering Unmasked Estep 
Score: -15428500.000000 Penalty: 5759.992676
	Iteration 17Q: 3 clusters Score -1.54285e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -15428896.000000 Penalty: 5759.992676
	Iteration 18Q: 3 clusters Score -1.54289e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -15429078.000000 Penalty: 5759.992676
	Iteration 19Q: 3 clusters Score -1.542908e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -15429264.000000 Penalty: 5759.992676
	Iteration 20F: 3 clusters Score -1.542926e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -15429542.000000 Penalty: 5759.992676
	Iteration 21Q: 3 clusters Score -1.542954e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -15429805.000000 Penalty: 5759.992676
	Iteration 22Q: 3 clusters Score -1.54298e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -15430025.000000 Penalty: 5759.992676
	Iteration 23Q: 3 clusters Score -1.543002e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -15430246.000000 Penalty: 5759.992676
	Iteration 24Q: 3 clusters Score -1.543025e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -15430461.000000 Penalty: 5759.992676
	Iteration 25Q: 3 clusters Score -1.543046e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 77535 members 
Entering Unmasked Estep 
Score: -15430572.000000 Penalty: 5759.992676
	Iteration 26Q: 3 clusters Score -1.543057e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -15430810.000000 Penalty: 5759.992676
	Iteration 27Q: 3 clusters Score -1.543081e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -15431057.000000 Penalty: 5759.992676
	Iteration 28Q: 3 clusters Score -1.543106e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -15431287.000000 Penalty: 5759.992676
	Iteration 29Q: 3 clusters Score -1.543129e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -15431542.000000 Penalty: 5759.992676
	Iteration 30Q: 3 clusters Score -1.543154e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 83055 members 
Entering Unmasked Estep 
Score: -15431780.000000 Penalty: 5759.992676
	Iteration 31Q: 3 clusters Score -1.543178e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -15432005.000000 Penalty: 5759.992676
	Iteration 32Q: 3 clusters Score -1.5432e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 85336 members 
Entering Unmasked Estep 
Score: -15432253.000000 Penalty: 5759.992676
	Iteration 33Q: 3 clusters Score -1.543225e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -15432476.000000 Penalty: 5759.992676
	Iteration 34Q: 3 clusters Score -1.543248e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 87569 members 
Entering Unmasked Estep 
Score: -15432632.000000 Penalty: 5759.992676
	Iteration 35Q: 3 clusters Score -1.543263e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -15432909.000000 Penalty: 5759.992676
	Iteration 36Q: 3 clusters Score -1.543291e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -15433153.000000 Penalty: 5759.992676
	Iteration 37Q: 3 clusters Score -1.543315e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 90889 members 
Entering Unmasked Estep 
Score: -15433320.000000 Penalty: 5759.992676
	Iteration 38Q: 3 clusters Score -1.543332e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 91978 members 
Entering Unmasked Estep 
Score: -15433607.000000 Penalty: 5759.992676
	Iteration 39Q: 3 clusters Score -1.543361e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 93081 members 
Entering Unmasked Estep 
Score: -15433869.000000 Penalty: 5759.992676
	Iteration 40F: 3 clusters Score -1.543387e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 94155 members 
Entering Unmasked Estep 
Score: -15434165.000000 Penalty: 5759.992676
	Iteration 41Q: 3 clusters Score -1.543416e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 95233 members 
Entering Unmasked Estep 
Score: -15434523.000000 Penalty: 5759.992676
	Iteration 42Q: 3 clusters Score -1.543452e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 96269 members 
Entering Unmasked Estep 
Score: -15434808.000000 Penalty: 5759.992676
	Iteration 43Q: 3 clusters Score -1.543481e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -15435096.000000 Penalty: 5759.992676
	Iteration 44Q: 3 clusters Score -1.54351e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -15435350.000000 Penalty: 5759.992676
	Iteration 45Q: 3 clusters Score -1.543535e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 99093 members 
Entering Unmasked Estep 
Score: -15435598.000000 Penalty: 5759.992676
	Iteration 46Q: 3 clusters Score -1.54356e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 99999 members 
Entering Unmasked Estep 
Score: -15435946.000000 Penalty: 5759.992676
	Iteration 47Q: 3 clusters Score -1.543595e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 100863 members 
Entering Unmasked Estep 
Score: -15436220.000000 Penalty: 5759.992676
	Iteration 48Q: 3 clusters Score -1.543622e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -15436405.000000 Penalty: 5759.992676
	Iteration 49Q: 3 clusters Score -1.54364e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 102430 members 
Entering Unmasked Estep 
Score: -15436660.000000 Penalty: 5759.992676
	Iteration 50Q: 3 clusters Score -1.543666e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 103121 members 
Entering Unmasked Estep 
Score: -15436913.000000 Penalty: 5759.992676
	Iteration 51Q: 3 clusters Score -1.543691e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 103736 members 
Entering Unmasked Estep 
Score: -15437172.000000 Penalty: 5759.992676
	Iteration 52Q: 3 clusters Score -1.543717e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -15437350.000000 Penalty: 5759.992676
	Iteration 53Q: 3 clusters Score -1.543735e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 104830 members 
Entering Unmasked Estep 
Score: -15437491.000000 Penalty: 5759.992676
	Iteration 54Q: 3 clusters Score -1.543749e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -15437637.000000 Penalty: 5759.992676
	Iteration 55Q: 3 clusters Score -1.543764e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 105702 members 
Entering Unmasked Estep 
Score: -15437777.000000 Penalty: 5759.992676
	Iteration 56Q: 3 clusters Score -1.543778e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -15437846.000000 Penalty: 5759.992676
	Iteration 57Q: 3 clusters Score -1.543785e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -15437900.000000 Penalty: 5759.992676
	Iteration 58Q: 3 clusters Score -1.54379e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
Score: -15437971.000000 Penalty: 5759.992676
	Iteration 59Q: 3 clusters Score -1.543797e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 106867 members 
Entering Unmasked Estep 
Score: -15438024.000000 Penalty: 5759.992676
	Iteration 60F: 3 clusters Score -1.543802e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -15438059.000000 Penalty: 5759.992676
	Iteration 61Q: 3 clusters Score -1.543806e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 107257 members 
Entering Unmasked Estep 
Score: -15438099.000000 Penalty: 5759.992676
	Iteration 62Q: 3 clusters Score -1.54381e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -15438170.000000 Penalty: 5759.992676
	Iteration 63Q: 3 clusters Score -1.543817e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 107541 members 
Entering Unmasked Estep 
Score: -15438198.000000 Penalty: 5759.992676
	Iteration 64Q: 3 clusters Score -1.54382e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 107653 members 
Entering Unmasked Estep 
Score: -15438251.000000 Penalty: 5759.992676
	Iteration 65Q: 3 clusters Score -1.543825e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 107775 members 
Entering Unmasked Estep 
Score: -15438258.000000 Penalty: 5759.992676
	Iteration 66Q: 3 clusters Score -1.543826e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 107882 members 
Entering Unmasked Estep 
Score: -15438291.000000 Penalty: 5759.992676
	Iteration 67Q: 3 clusters Score -1.543829e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 107986 members 
Entering Unmasked Estep 
Score: -15438293.000000 Penalty: 5759.992676
	Iteration 68Q: 3 clusters Score -1.543829e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -15438276.000000 Penalty: 5759.992676
	Iteration 69Q: 3 clusters Score -1.543828e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -15438282.000000 Penalty: 5759.992676
	Iteration 70Q: 3 clusters Score -1.543828e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -15438295.000000 Penalty: 5759.992676
	Iteration 71Q: 3 clusters Score -1.54383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -15438330.000000 Penalty: 5759.992676
	Iteration 72Q: 3 clusters Score -1.543833e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -15438332.000000 Penalty: 5759.992676
	Iteration 73Q: 3 clusters Score -1.543833e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -15438349.000000 Penalty: 5759.992676
	Iteration 74Q: 3 clusters Score -1.543835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -15438358.000000 Penalty: 5759.992676
	Iteration 75Q: 3 clusters Score -1.543836e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -15438373.000000 Penalty: 5759.992676
	Iteration 76Q: 3 clusters Score -1.543837e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 108582 members 
Entering Unmasked Estep 
Score: -15438382.000000 Penalty: 5759.992676
	Iteration 77Q: 3 clusters Score -1.543838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -15438384.000000 Penalty: 5759.992676
	Iteration 78Q: 3 clusters Score -1.543838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 108650 members 
Entering Unmasked Estep 
Score: -15438384.000000 Penalty: 5759.992676
	Iteration 79Q: 3 clusters Score -1.543838e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -15438385.000000 Penalty: 5759.992676
	Iteration 80F: 3 clusters Score -1.543838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -15438377.000000 Penalty: 5759.992676
	Iteration 81Q: 3 clusters Score -1.543838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -15438398.000000 Penalty: 5759.992676
	Iteration 82Q: 3 clusters Score -1.54384e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 108769 members 
Entering Unmasked Estep 
Score: -15438446.000000 Penalty: 5759.992676
	Iteration 83Q: 3 clusters Score -1.543845e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -15438435.000000 Penalty: 5759.992676
	Iteration 84Q: 3 clusters Score -1.543844e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 108830 members 
Entering Unmasked Estep 
Score: -15438462.000000 Penalty: 5759.992676
	Iteration 85Q: 3 clusters Score -1.543846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -15438467.000000 Penalty: 5759.992676
	Iteration 86Q: 3 clusters Score -1.543847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 108877 members 
Entering Unmasked Estep 
Score: -15438481.000000 Penalty: 5759.992676
	Iteration 87Q: 3 clusters Score -1.543848e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 108899 members 
Entering Unmasked Estep 
Score: -15438492.000000 Penalty: 5759.992676
	Iteration 88Q: 3 clusters Score -1.543849e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 108917 members 
Entering Unmasked Estep 
Score: -15438482.000000 Penalty: 5759.992676
	Iteration 89Q: 3 clusters Score -1.543848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 108933 members 
Entering Unmasked Estep 
Score: -15438509.000000 Penalty: 5759.992676
	Iteration 90Q: 3 clusters Score -1.543851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 108945 members 
Entering Unmasked Estep 
Score: -15438501.000000 Penalty: 5759.992676
	Iteration 91Q: 3 clusters Score -1.54385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 108958 members 
Entering Unmasked Estep 
Score: -15438492.000000 Penalty: 5759.992676
	Iteration 92Q: 3 clusters Score -1.543849e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 108971 members 
Entering Unmasked Estep 
Score: -15438501.000000 Penalty: 5759.992676
	Iteration 93Q: 3 clusters Score -1.54385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -15438507.000000 Penalty: 5759.992676
	Iteration 94Q: 3 clusters Score -1.543851e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 108997 members 
Entering Unmasked Estep 
Score: -15438484.000000 Penalty: 5759.992676
	Iteration 95Q: 3 clusters Score -1.543848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -15438501.000000 Penalty: 5759.992676
	Iteration 96Q: 3 clusters Score -1.54385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 109023 members 
Entering Unmasked Estep 
Score: -15438502.000000 Penalty: 5759.992676
	Iteration 97Q: 3 clusters Score -1.54385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 109027 members 
Entering Unmasked Estep 
Score: -15438492.000000 Penalty: 5759.992676
	Iteration 98Q: 3 clusters Score -1.543849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 109037 members 
Entering Unmasked Estep 
Score: -15438485.000000 Penalty: 5759.992676
	Iteration 99Q: 3 clusters Score -1.543848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 109046 members 
Entering Unmasked Estep 
Score: -15438486.000000 Penalty: 5759.992676
	Iteration 100F: 3 clusters Score -1.543849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -15438499.000000 Penalty: 5759.992676
	Iteration 101Q: 3 clusters Score -1.54385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 109076 members 
Entering Unmasked Estep 
Score: -15438525.000000 Penalty: 5759.992676
	Iteration 102Q: 3 clusters Score -1.543852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -15438518.000000 Penalty: 5759.992676
	Iteration 103Q: 3 clusters Score -1.543852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -15438537.000000 Penalty: 5759.992676
	Iteration 104Q: 3 clusters Score -1.543854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 109090 members 
Entering Unmasked Estep 
Score: -15438546.000000 Penalty: 5759.992676
	Iteration 105Q: 3 clusters Score -1.543855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 109099 members 
Entering Unmasked Estep 
Score: -15438558.000000 Penalty: 5759.992676
	Iteration 106Q: 3 clusters Score -1.543856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 109105 members 
Entering Unmasked Estep 
Score: -15438549.000000 Penalty: 5759.992676
	Iteration 107Q: 3 clusters Score -1.543855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 109108 members 
Entering Unmasked Estep 
Score: -15438549.000000 Penalty: 5759.992676
	Iteration 108Q: 3 clusters Score -1.543855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 109113 members 
Entering Unmasked Estep 
Score: -15438545.000000 Penalty: 5759.992676
	Iteration 109Q: 3 clusters Score -1.543854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 109122 members 
Entering Unmasked Estep 
Score: -15438566.000000 Penalty: 5759.992676
	Iteration 110Q: 3 clusters Score -1.543857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 109132 members 
Entering Unmasked Estep 
Score: -15438558.000000 Penalty: 5759.992676
	Iteration 111Q: 3 clusters Score -1.543856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -15438565.000000 Penalty: 5759.992676
	Iteration 112Q: 3 clusters Score -1.543856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -15438567.000000 Penalty: 5759.992676
	Iteration 113Q: 3 clusters Score -1.543857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -15438562.000000 Penalty: 5759.992676
	Iteration 114Q: 3 clusters Score -1.543856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -15438570.000000 Penalty: 5759.992676
	Iteration 115Q: 3 clusters Score -1.543857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -15438559.000000 Penalty: 5759.992676
	Iteration 116Q: 3 clusters Score -1.543856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 109159 members 
Entering Unmasked Estep 
Score: -15438567.000000 Penalty: 5759.992676
	Iteration 117Q: 3 clusters Score -1.543857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 109163 members 
Entering Unmasked Estep 
Score: -15438568.000000 Penalty: 5759.992676
	Iteration 118Q: 3 clusters Score -1.543857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 109168 members 
Entering Unmasked Estep 
Score: -15438568.000000 Penalty: 5759.992676
	Iteration 119Q: 3 clusters Score -1.543857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -15438573.000000 Penalty: 5759.992676
	Iteration 120F: 3 clusters Score -1.543857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -15438572.000000 Penalty: 5759.992676
	Iteration 121Q: 3 clusters Score -1.543857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 109183 members 
Entering Unmasked Estep 
Score: -15438565.000000 Penalty: 5759.992676
	Iteration 122Q: 3 clusters Score -1.543856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 109187 members 
Entering Unmasked Estep 
Score: -15438569.000000 Penalty: 5759.992676
	Iteration 123Q: 3 clusters Score -1.543857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -15438570.000000 Penalty: 5759.992676
	Iteration 124Q: 3 clusters Score -1.543857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -15438562.000000 Penalty: 5759.992676
	Iteration 125Q: 3 clusters Score -1.543856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 109195 members 
Entering Unmasked Estep 
Score: -15438565.000000 Penalty: 5759.992676
	Iteration 126Q: 3 clusters Score -1.543856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -15438563.000000 Penalty: 5759.992676
	Iteration 127Q: 3 clusters Score -1.543856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -15438562.000000 Penalty: 5759.992676
	Iteration 128Q: 3 clusters Score -1.543856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -15438572.000000 Penalty: 5759.992676
	Iteration 129Q: 3 clusters Score -1.543857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -15438593.000000 Penalty: 5759.992676
	Iteration 130Q: 3 clusters Score -1.543859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 109216 members 
Entering Unmasked Estep 
Score: -15438593.000000 Penalty: 5759.992676
	Iteration 131Q: 3 clusters Score -1.543859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -15438596.000000 Penalty: 5759.992676
	Iteration 132Q: 3 clusters Score -1.54386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 109222 members 
Entering Unmasked Estep 
Score: -15438600.000000 Penalty: 5759.992676
	Iteration 133Q: 3 clusters Score -1.54386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -15438592.000000 Penalty: 5759.992676
	Iteration 134Q: 3 clusters Score -1.543859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 109223 members 
Entering Unmasked Estep 
Score: -15438592.000000 Penalty: 5759.992676
	Iteration 135F: 3 clusters Score -1.543859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -174616.265625 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -174616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -172554.375000 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -172554.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172995.406250 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -172995.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173102.984375 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -173103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -173162.890625 Penalty: 3557.522705
	Iteration 3Q: 3 clusters Score -173162.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -173209.171875 Penalty: 3557.522705
	Iteration 4Q: 3 clusters Score -173209.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -173238.156250 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -173238.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173255.375000 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -173255.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173269.578125 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -173269.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -173283.968750 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -173284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -173296.218750 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -173296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173308.156250 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -173308.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173314.187500 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -173314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -173335.406250 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -173335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -173343.812500 Penalty: 3557.522705
	Iteration 13Q: 3 clusters Score -173343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173345.609375 Penalty: 3557.522705
	Iteration 14Q: 3 clusters Score -173345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -173346.937500 Penalty: 3557.522705
	Iteration 15Q: 3 clusters Score -173346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173348.468750 Penalty: 3557.522705
	Iteration 16Q: 3 clusters Score -173348.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -173353.890625 Penalty: 3557.522705
	Iteration 17Q: 3 clusters Score -173353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -173358.359375 Penalty: 3557.522705
	Iteration 18Q: 3 clusters Score -173358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -173365.828125 Penalty: 3557.522705
	Iteration 19Q: 3 clusters Score -173365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -173372.203125 Penalty: 3557.522705
	Iteration 20F: 3 clusters Score -173372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -173373.937500 Penalty: 3557.522705
	Iteration 21Q: 3 clusters Score -173373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -173374.890625 Penalty: 3557.522705
	Iteration 22Q: 3 clusters Score -173374.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173375.562500 Penalty: 3557.522705
	Iteration 23Q: 3 clusters Score -173375.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173375.562500 Penalty: 3557.522705
	Iteration 24F: 3 clusters Score -173375.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159988 members 
Entering Unmasked Estep 
Score: -22294840.000000 Penalty: 2971.747803
	Iteration 0F: 2 clusters Score -2.229484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 80282 members 
Entering Unmasked Estep 
Score: -22191152.000000 Penalty: 5943.495605
	Iteration 0F: 3 clusters Score -2.219115e+07 nChanged 76519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76103 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -22235440.000000 Penalty: 5943.495605
	Iteration 1F: 3 clusters Score -2.223544e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73768 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -22236808.000000 Penalty: 5943.495605
	Iteration 2Q: 3 clusters Score -2.223681e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70346 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -22239040.000000 Penalty: 5943.495605
	Iteration 3Q: 3 clusters Score -2.223904e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65581 members 
Mstep: Class 2 contains 94407 members 
Entering Unmasked Estep 
Score: -22242342.000000 Penalty: 5943.495605
	Iteration 4Q: 3 clusters Score -2.224234e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59333 members 
Mstep: Class 2 contains 100655 members 
Entering Unmasked Estep 
Score: -22247146.000000 Penalty: 5943.495605
	Iteration 5Q: 3 clusters Score -2.224715e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 108204 members 
Entering Unmasked Estep 
Score: -22254132.000000 Penalty: 5943.495605
	Iteration 6F: 3 clusters Score -2.225413e+07 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -22262026.000000 Penalty: 5943.495605
	Iteration 7F: 3 clusters Score -2.226203e+07 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 123666 members 
Entering Unmasked Estep 
Score: -22269478.000000 Penalty: 5943.495605
	Iteration 8F: 3 clusters Score -2.226948e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 129499 members 
Entering Unmasked Estep 
Score: -22275266.000000 Penalty: 5943.495605
	Iteration 9Q: 3 clusters Score -2.227527e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -22279344.000000 Penalty: 5943.495605
	Iteration 10Q: 3 clusters Score -2.227934e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 137613 members 
Entering Unmasked Estep 
Score: -22282072.000000 Penalty: 5943.495605
	Iteration 11Q: 3 clusters Score -2.228207e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 140747 members 
Entering Unmasked Estep 
Score: -22284206.000000 Penalty: 5943.495605
	Iteration 12Q: 3 clusters Score -2.228421e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 143614 members 
Entering Unmasked Estep 
Score: -22285958.000000 Penalty: 5943.495605
	Iteration 13Q: 3 clusters Score -2.228596e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 146208 members 
Entering Unmasked Estep 
Score: -22287416.000000 Penalty: 5943.495605
	Iteration 14Q: 3 clusters Score -2.228742e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 148507 members 
Entering Unmasked Estep 
Score: -22288456.000000 Penalty: 5943.495605
	Iteration 15Q: 3 clusters Score -2.228846e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 150471 members 
Entering Unmasked Estep 
Score: -22289370.000000 Penalty: 5943.495605
	Iteration 16Q: 3 clusters Score -2.228937e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 152083 members 
Entering Unmasked Estep 
Score: -22290052.000000 Penalty: 5943.495605
	Iteration 17Q: 3 clusters Score -2.229005e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 153418 members 
Entering Unmasked Estep 
Score: -22290588.000000 Penalty: 5943.495605
	Iteration 18Q: 3 clusters Score -2.229059e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 154488 members 
Entering Unmasked Estep 
Score: -22291046.000000 Penalty: 5943.495605
	Iteration 19Q: 3 clusters Score -2.229105e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -22291330.000000 Penalty: 5943.495605
	Iteration 20F: 3 clusters Score -2.229133e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 155973 members 
Entering Unmasked Estep 
Score: -22291514.000000 Penalty: 5943.495605
	Iteration 21Q: 3 clusters Score -2.229151e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -22291752.000000 Penalty: 5943.495605
	Iteration 22Q: 3 clusters Score -2.229175e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -22291936.000000 Penalty: 5943.495605
	Iteration 23Q: 3 clusters Score -2.229194e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 157233 members 
Entering Unmasked Estep 
Score: -22292092.000000 Penalty: 5943.495605
	Iteration 24Q: 3 clusters Score -2.229209e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 157500 members 
Entering Unmasked Estep 
Score: -22292152.000000 Penalty: 5943.495605
	Iteration 25Q: 3 clusters Score -2.229215e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 157697 members 
Entering Unmasked Estep 
Score: -22292236.000000 Penalty: 5943.495605
	Iteration 26Q: 3 clusters Score -2.229224e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 157852 members 
Entering Unmasked Estep 
Score: -22292250.000000 Penalty: 5943.495605
	Iteration 27Q: 3 clusters Score -2.229225e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -22292240.000000 Penalty: 5943.495605
	Iteration 28Q: 3 clusters Score -2.229224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -22292274.000000 Penalty: 5943.495605
	Iteration 29Q: 3 clusters Score -2.229227e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 158201 members 
Entering Unmasked Estep 
Score: -22292320.000000 Penalty: 5943.495605
	Iteration 30Q: 3 clusters Score -2.229232e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -22292292.000000 Penalty: 5943.495605
	Iteration 31Q: 3 clusters Score -2.229229e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 158341 members 
Entering Unmasked Estep 
Score: -22292316.000000 Penalty: 5943.495605
	Iteration 32Q: 3 clusters Score -2.229232e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -22292320.000000 Penalty: 5943.495605
	Iteration 33Q: 3 clusters Score -2.229232e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 158425 members 
Entering Unmasked Estep 
Score: -22292332.000000 Penalty: 5943.495605
	Iteration 34Q: 3 clusters Score -2.229233e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -22292362.000000 Penalty: 5943.495605
	Iteration 35Q: 3 clusters Score -2.229236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -22292350.000000 Penalty: 5943.495605
	Iteration 36Q: 3 clusters Score -2.229235e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -22292362.000000 Penalty: 5943.495605
	Iteration 37Q: 3 clusters Score -2.229236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 158506 members 
Entering Unmasked Estep 
Score: -22292356.000000 Penalty: 5943.495605
	Iteration 38Q: 3 clusters Score -2.229236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 158510 members 
Entering Unmasked Estep 
Score: -22292356.000000 Penalty: 5943.495605
	Iteration 39Q: 3 clusters Score -2.229236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -22292372.000000 Penalty: 5943.495605
	Iteration 40F: 3 clusters Score -2.229237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 158519 members 
Entering Unmasked Estep 
Score: -22292368.000000 Penalty: 5943.495605
	Iteration 41Q: 3 clusters Score -2.229237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 158525 members 
Entering Unmasked Estep 
Score: -22292370.000000 Penalty: 5943.495605
	Iteration 42Q: 3 clusters Score -2.229237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 158531 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 43Q: 3 clusters Score -2.229235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -22292354.000000 Penalty: 5943.495605
	Iteration 44Q: 3 clusters Score -2.229235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 158543 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 45Q: 3 clusters Score -2.229235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 158547 members 
Entering Unmasked Estep 
Score: -22292360.000000 Penalty: 5943.495605
	Iteration 46Q: 3 clusters Score -2.229236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 158556 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 47Q: 3 clusters Score -2.229235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 158567 members 
Entering Unmasked Estep 
Score: -22292354.000000 Penalty: 5943.495605
	Iteration 48Q: 3 clusters Score -2.229235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 158575 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 49Q: 3 clusters Score -2.229235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -22292356.000000 Penalty: 5943.495605
	Iteration 50Q: 3 clusters Score -2.229236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 158586 members 
Entering Unmasked Estep 
Score: -22292360.000000 Penalty: 5943.495605
	Iteration 51Q: 3 clusters Score -2.229236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -22292334.000000 Penalty: 5943.495605
	Iteration 52Q: 3 clusters Score -2.229233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 158597 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 53Q: 3 clusters Score -2.229235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -22292354.000000 Penalty: 5943.495605
	Iteration 54Q: 3 clusters Score -2.229235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 158606 members 
Entering Unmasked Estep 
Score: -22292344.000000 Penalty: 5943.495605
	Iteration 55Q: 3 clusters Score -2.229234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 158609 members 
Entering Unmasked Estep 
Score: -22292350.000000 Penalty: 5943.495605
	Iteration 56Q: 3 clusters Score -2.229235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 57Q: 3 clusters Score -2.229235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -22292338.000000 Penalty: 5943.495605
	Iteration 58Q: 3 clusters Score -2.229234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -22292332.000000 Penalty: 5943.495605
	Iteration 59Q: 3 clusters Score -2.229233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158620 members 
Entering Unmasked Estep 
Score: -22292338.000000 Penalty: 5943.495605
	Iteration 60F: 3 clusters Score -2.229234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 158621 members 
Entering Unmasked Estep 
Score: -22292342.000000 Penalty: 5943.495605
	Iteration 61Q: 3 clusters Score -2.229234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -22292346.000000 Penalty: 5943.495605
	Iteration 62Q: 3 clusters Score -2.229235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 158622 members 
Entering Unmasked Estep 
Score: -22292346.000000 Penalty: 5943.495605
	Iteration 63Q: 3 clusters Score -2.229235e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 158625 members 
Entering Unmasked Estep 
Score: -22292348.000000 Penalty: 5943.495605
	Iteration 64Q: 3 clusters Score -2.229235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 158632 members 
Entering Unmasked Estep 
Score: -22292358.000000 Penalty: 5943.495605
	Iteration 65Q: 3 clusters Score -2.229236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -22292368.000000 Penalty: 5943.495605
	Iteration 66Q: 3 clusters Score -2.229237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -22292374.000000 Penalty: 5943.495605
	Iteration 67Q: 3 clusters Score -2.229237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 158637 members 
Entering Unmasked Estep 
Score: -22292382.000000 Penalty: 5943.495605
	Iteration 68Q: 3 clusters Score -2.229238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -22292372.000000 Penalty: 5943.495605
	Iteration 69Q: 3 clusters Score -2.229237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -22292360.000000 Penalty: 5943.495605
	Iteration 70Q: 3 clusters Score -2.229236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -22292358.000000 Penalty: 5943.495605
	Iteration 71Q: 3 clusters Score -2.229236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 158642 members 
Entering Unmasked Estep 
Score: -22292358.000000 Penalty: 5943.495605
	Iteration 72F: 3 clusters Score -2.229236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108459 members 
Entering Unmasked Estep 
Score: -15241080.000000 Penalty: 2875.343750
	Iteration 0F: 2 clusters Score -1.524108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -15171101.000000 Penalty: 5750.687500
	Iteration 0F: 3 clusters Score -1.51711e+07 nChanged 51279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -15200837.000000 Penalty: 5750.687500
	Iteration 1F: 3 clusters Score -1.520084e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -15201737.000000 Penalty: 5750.687500
	Iteration 2Q: 3 clusters Score -1.520174e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -15202822.000000 Penalty: 5750.687500
	Iteration 3Q: 3 clusters Score -1.520282e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 55124 members 
Entering Unmasked Estep 
Score: -15204187.000000 Penalty: 5750.687500
	Iteration 4Q: 3 clusters Score -1.520419e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -15205916.000000 Penalty: 5750.687500
	Iteration 5Q: 3 clusters Score -1.520592e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -15208422.000000 Penalty: 5750.687500
	Iteration 6Q: 3 clusters Score -1.520842e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 54992 members 
Entering Unmasked Estep 
Score: -15211483.000000 Penalty: 5750.687500
	Iteration 7F: 3 clusters Score -1.521148e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -15215574.000000 Penalty: 5750.687500
	Iteration 8F: 3 clusters Score -1.521557e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -15220071.000000 Penalty: 5750.687500
	Iteration 9F: 3 clusters Score -1.522007e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 52972 members 
Entering Unmasked Estep 
Score: -15223630.000000 Penalty: 5750.687500
	Iteration 10F: 3 clusters Score -1.522363e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -15225588.000000 Penalty: 5750.687500
	Iteration 11Q: 3 clusters Score -1.522559e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -15226291.000000 Penalty: 5750.687500
	Iteration 12Q: 3 clusters Score -1.522629e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56919 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -15226594.000000 Penalty: 5750.687500
	Iteration 13Q: 3 clusters Score -1.522659e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57372 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -15226768.000000 Penalty: 5750.687500
	Iteration 14Q: 3 clusters Score -1.522677e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -15226853.000000 Penalty: 5750.687500
	Iteration 15Q: 3 clusters Score -1.522685e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -15226931.000000 Penalty: 5750.687500
	Iteration 16Q: 3 clusters Score -1.522693e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -15227111.000000 Penalty: 5750.687500
	Iteration 17Q: 3 clusters Score -1.522711e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 49241 members 
Entering Unmasked Estep 
Score: -15227227.000000 Penalty: 5750.687500
	Iteration 18Q: 3 clusters Score -1.522723e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -15227275.000000 Penalty: 5750.687500
	Iteration 19Q: 3 clusters Score -1.522728e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60315 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -15227380.000000 Penalty: 5750.687500
	Iteration 20F: 3 clusters Score -1.522738e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60924 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -15227488.000000 Penalty: 5750.687500
	Iteration 21Q: 3 clusters Score -1.522749e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -15227595.000000 Penalty: 5750.687500
	Iteration 22Q: 3 clusters Score -1.52276e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -15227731.000000 Penalty: 5750.687500
	Iteration 23Q: 3 clusters Score -1.522773e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -15227929.000000 Penalty: 5750.687500
	Iteration 24Q: 3 clusters Score -1.522793e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -15228136.000000 Penalty: 5750.687500
	Iteration 25Q: 3 clusters Score -1.522814e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -15228310.000000 Penalty: 5750.687500
	Iteration 26Q: 3 clusters Score -1.522831e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -15228438.000000 Penalty: 5750.687500
	Iteration 27Q: 3 clusters Score -1.522844e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -15228576.000000 Penalty: 5750.687500
	Iteration 28Q: 3 clusters Score -1.522858e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -15228725.000000 Penalty: 5750.687500
	Iteration 29Q: 3 clusters Score -1.522872e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -15228862.000000 Penalty: 5750.687500
	Iteration 30Q: 3 clusters Score -1.522886e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -15229149.000000 Penalty: 5750.687500
	Iteration 31Q: 3 clusters Score -1.522915e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -15229242.000000 Penalty: 5750.687500
	Iteration 32Q: 3 clusters Score -1.522924e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -15229440.000000 Penalty: 5750.687500
	Iteration 33Q: 3 clusters Score -1.522944e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72289 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -15229689.000000 Penalty: 5750.687500
	Iteration 34Q: 3 clusters Score -1.522969e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -15229973.000000 Penalty: 5750.687500
	Iteration 35Q: 3 clusters Score -1.522997e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74732 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -15230196.000000 Penalty: 5750.687500
	Iteration 36Q: 3 clusters Score -1.52302e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -15230528.000000 Penalty: 5750.687500
	Iteration 37Q: 3 clusters Score -1.523053e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -15230888.000000 Penalty: 5750.687500
	Iteration 38Q: 3 clusters Score -1.523089e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -15231150.000000 Penalty: 5750.687500
	Iteration 39Q: 3 clusters Score -1.523115e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80778 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -15231614.000000 Penalty: 5750.687500
	Iteration 40F: 3 clusters Score -1.523161e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -15232089.000000 Penalty: 5750.687500
	Iteration 41Q: 3 clusters Score -1.523209e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -15232627.000000 Penalty: 5750.687500
	Iteration 42Q: 3 clusters Score -1.523263e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -15233045.000000 Penalty: 5750.687500
	Iteration 43Q: 3 clusters Score -1.523304e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88018 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -15233611.000000 Penalty: 5750.687500
	Iteration 44Q: 3 clusters Score -1.523361e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -15234106.000000 Penalty: 5750.687500
	Iteration 45Q: 3 clusters Score -1.523411e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -15234615.000000 Penalty: 5750.687500
	Iteration 46Q: 3 clusters Score -1.523462e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -15235144.000000 Penalty: 5750.687500
	Iteration 47Q: 3 clusters Score -1.523514e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -15235600.000000 Penalty: 5750.687500
	Iteration 48Q: 3 clusters Score -1.52356e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -15236018.000000 Penalty: 5750.687500
	Iteration 49Q: 3 clusters Score -1.523602e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98348 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -15236374.000000 Penalty: 5750.687500
	Iteration 50Q: 3 clusters Score -1.523637e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -15236732.000000 Penalty: 5750.687500
	Iteration 51Q: 3 clusters Score -1.523673e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100850 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -15237118.000000 Penalty: 5750.687500
	Iteration 52Q: 3 clusters Score -1.523712e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -15237409.000000 Penalty: 5750.687500
	Iteration 53Q: 3 clusters Score -1.523741e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -15237685.000000 Penalty: 5750.687500
	Iteration 54Q: 3 clusters Score -1.523768e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103483 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -15237875.000000 Penalty: 5750.687500
	Iteration 55Q: 3 clusters Score -1.523788e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104112 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -15238001.000000 Penalty: 5750.687500
	Iteration 56Q: 3 clusters Score -1.5238e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -15238144.000000 Penalty: 5750.687500
	Iteration 57Q: 3 clusters Score -1.523814e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105025 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -15238272.000000 Penalty: 5750.687500
	Iteration 58Q: 3 clusters Score -1.523827e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -15238345.000000 Penalty: 5750.687500
	Iteration 59Q: 3 clusters Score -1.523834e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105704 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -15238502.000000 Penalty: 5750.687500
	Iteration 60F: 3 clusters Score -1.52385e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106055 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -15238651.000000 Penalty: 5750.687500
	Iteration 61Q: 3 clusters Score -1.523865e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -15238733.000000 Penalty: 5750.687500
	Iteration 62Q: 3 clusters Score -1.523873e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106541 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -15238861.000000 Penalty: 5750.687500
	Iteration 63Q: 3 clusters Score -1.523886e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106703 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -15238914.000000 Penalty: 5750.687500
	Iteration 64Q: 3 clusters Score -1.523891e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106848 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -15238945.000000 Penalty: 5750.687500
	Iteration 65Q: 3 clusters Score -1.523894e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -15238969.000000 Penalty: 5750.687500
	Iteration 66Q: 3 clusters Score -1.523897e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107042 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -15238965.000000 Penalty: 5750.687500
	Iteration 67Q: 3 clusters Score -1.523896e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -15238990.000000 Penalty: 5750.687500
	Iteration 68Q: 3 clusters Score -1.523899e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107198 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -15239007.000000 Penalty: 5750.687500
	Iteration 69Q: 3 clusters Score -1.523901e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107254 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -15239023.000000 Penalty: 5750.687500
	Iteration 70Q: 3 clusters Score -1.523902e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -15239041.000000 Penalty: 5750.687500
	Iteration 71Q: 3 clusters Score -1.523904e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -15239053.000000 Penalty: 5750.687500
	Iteration 72Q: 3 clusters Score -1.523905e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107379 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -15239082.000000 Penalty: 5750.687500
	Iteration 73Q: 3 clusters Score -1.523908e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107406 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -15239089.000000 Penalty: 5750.687500
	Iteration 74Q: 3 clusters Score -1.523909e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107422 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -15239068.000000 Penalty: 5750.687500
	Iteration 75Q: 3 clusters Score -1.523907e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107433 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -15239075.000000 Penalty: 5750.687500
	Iteration 76Q: 3 clusters Score -1.523908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -15239073.000000 Penalty: 5750.687500
	Iteration 77Q: 3 clusters Score -1.523907e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -15239083.000000 Penalty: 5750.687500
	Iteration 78Q: 3 clusters Score -1.523908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107454 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -15239073.000000 Penalty: 5750.687500
	Iteration 79Q: 3 clusters Score -1.523907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107461 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -15239067.000000 Penalty: 5750.687500
	Iteration 80F: 3 clusters Score -1.523907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -15239064.000000 Penalty: 5750.687500
	Iteration 81Q: 3 clusters Score -1.523906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107471 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -15239068.000000 Penalty: 5750.687500
	Iteration 82Q: 3 clusters Score -1.523907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -15239062.000000 Penalty: 5750.687500
	Iteration 83Q: 3 clusters Score -1.523906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -15239072.000000 Penalty: 5750.687500
	Iteration 84Q: 3 clusters Score -1.523907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -15239071.000000 Penalty: 5750.687500
	Iteration 85Q: 3 clusters Score -1.523907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -15239070.000000 Penalty: 5750.687500
	Iteration 86Q: 3 clusters Score -1.523907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -15239064.000000 Penalty: 5750.687500
	Iteration 87Q: 3 clusters Score -1.523906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15239072.000000 Penalty: 5750.687500
	Iteration 88Q: 3 clusters Score -1.523907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107494 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -15239064.000000 Penalty: 5750.687500
	Iteration 89Q: 3 clusters Score -1.523906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -15239063.000000 Penalty: 5750.687500
	Iteration 90Q: 3 clusters Score -1.523906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -15239063.000000 Penalty: 5750.687500
	Iteration 91F: 3 clusters Score -1.523906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Entering Unmasked Estep 
Score: -3580882.250000 Penalty: 2514.627441
	Iteration 0F: 2 clusters Score -3580882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -3563318.250000 Penalty: 5029.254883
	Iteration 0F: 3 clusters Score -3563318 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -3569413.750000 Penalty: 5029.254883
	Iteration 1F: 3 clusters Score -3569414 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3569816.500000 Penalty: 5029.254883
	Iteration 2Q: 3 clusters Score -3569816 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -3570175.250000 Penalty: 5029.254883
	Iteration 3Q: 3 clusters Score -3570175 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -3570504.500000 Penalty: 5029.254883
	Iteration 4Q: 3 clusters Score -3570504 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3570863.250000 Penalty: 5029.254883
	Iteration 5Q: 3 clusters Score -3570863 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3571290.500000 Penalty: 5029.254883
	Iteration 6Q: 3 clusters Score -3571290 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3571861.250000 Penalty: 5029.254883
	Iteration 7Q: 3 clusters Score -3571861 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3572604.000000 Penalty: 5029.254883
	Iteration 8Q: 3 clusters Score -3572604 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -3573645.000000 Penalty: 5029.254883
	Iteration 9F: 3 clusters Score -3573645 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3575061.750000 Penalty: 5029.254883
	Iteration 10F: 3 clusters Score -3575062 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -3576236.500000 Penalty: 5029.254883
	Iteration 11Q: 3 clusters Score -3576236 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3576997.750000 Penalty: 5029.254883
	Iteration 12Q: 3 clusters Score -3576998 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -3577410.250000 Penalty: 5029.254883
	Iteration 13Q: 3 clusters Score -3577410 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3577629.000000 Penalty: 5029.254883
	Iteration 14Q: 3 clusters Score -3577629 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3577749.750000 Penalty: 5029.254883
	Iteration 15Q: 3 clusters Score -3577750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3577841.250000 Penalty: 5029.254883
	Iteration 16Q: 3 clusters Score -3577841 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3577905.750000 Penalty: 5029.254883
	Iteration 17Q: 3 clusters Score -3577906 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3577957.000000 Penalty: 5029.254883
	Iteration 18Q: 3 clusters Score -3577957 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3577988.000000 Penalty: 5029.254883
	Iteration 19Q: 3 clusters Score -3577988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3578024.000000 Penalty: 5029.254883
	Iteration 20F: 3 clusters Score -3578024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3578050.500000 Penalty: 5029.254883
	Iteration 21Q: 3 clusters Score -3578050 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3578078.750000 Penalty: 5029.254883
	Iteration 22Q: 3 clusters Score -3578079 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3578109.250000 Penalty: 5029.254883
	Iteration 23Q: 3 clusters Score -3578109 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3578135.750000 Penalty: 5029.254883
	Iteration 24Q: 3 clusters Score -3578136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3578153.750000 Penalty: 5029.254883
	Iteration 25Q: 3 clusters Score -3578154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3578188.250000 Penalty: 5029.254883
	Iteration 26Q: 3 clusters Score -3578188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3578223.750000 Penalty: 5029.254883
	Iteration 27Q: 3 clusters Score -3578224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3578255.500000 Penalty: 5029.254883
	Iteration 28Q: 3 clusters Score -3578256 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3578278.750000 Penalty: 5029.254883
	Iteration 29Q: 3 clusters Score -3578279 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3578295.500000 Penalty: 5029.254883
	Iteration 30Q: 3 clusters Score -3578296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3578309.250000 Penalty: 5029.254883
	Iteration 31Q: 3 clusters Score -3578309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3578327.750000 Penalty: 5029.254883
	Iteration 32Q: 3 clusters Score -3578328 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3578348.250000 Penalty: 5029.254883
	Iteration 33Q: 3 clusters Score -3578348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3578371.000000 Penalty: 5029.254883
	Iteration 34Q: 3 clusters Score -3578371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3578373.750000 Penalty: 5029.254883
	Iteration 35Q: 3 clusters Score -3578374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -3578383.750000 Penalty: 5029.254883
	Iteration 36Q: 3 clusters Score -3578384 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3578399.250000 Penalty: 5029.254883
	Iteration 37Q: 3 clusters Score -3578399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3578406.000000 Penalty: 5029.254883
	Iteration 38Q: 3 clusters Score -3578406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3578408.250000 Penalty: 5029.254883
	Iteration 39Q: 3 clusters Score -3578408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3578417.500000 Penalty: 5029.254883
	Iteration 40F: 3 clusters Score -3578418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3578426.750000 Penalty: 5029.254883
	Iteration 41Q: 3 clusters Score -3578427 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3578442.500000 Penalty: 5029.254883
	Iteration 42Q: 3 clusters Score -3578442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3578460.250000 Penalty: 5029.254883
	Iteration 43Q: 3 clusters Score -3578460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3578473.000000 Penalty: 5029.254883
	Iteration 44Q: 3 clusters Score -3578473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3578487.250000 Penalty: 5029.254883
	Iteration 45Q: 3 clusters Score -3578487 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3578491.250000 Penalty: 5029.254883
	Iteration 46Q: 3 clusters Score -3578491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3578517.000000 Penalty: 5029.254883
	Iteration 47Q: 3 clusters Score -3578517 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3578524.750000 Penalty: 5029.254883
	Iteration 48Q: 3 clusters Score -3578525 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3578536.500000 Penalty: 5029.254883
	Iteration 49Q: 3 clusters Score -3578536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3578549.250000 Penalty: 5029.254883
	Iteration 50Q: 3 clusters Score -3578549 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3578564.250000 Penalty: 5029.254883
	Iteration 51Q: 3 clusters Score -3578564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3578564.500000 Penalty: 5029.254883
	Iteration 52Q: 3 clusters Score -3578564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3578574.000000 Penalty: 5029.254883
	Iteration 53Q: 3 clusters Score -3578574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3578583.000000 Penalty: 5029.254883
	Iteration 54Q: 3 clusters Score -3578583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3578590.000000 Penalty: 5029.254883
	Iteration 55Q: 3 clusters Score -3578590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3578593.250000 Penalty: 5029.254883
	Iteration 56Q: 3 clusters Score -3578593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3578598.250000 Penalty: 5029.254883
	Iteration 57Q: 3 clusters Score -3578598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3578600.750000 Penalty: 5029.254883
	Iteration 58Q: 3 clusters Score -3578601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3578603.000000 Penalty: 5029.254883
	Iteration 59Q: 3 clusters Score -3578603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3578604.000000 Penalty: 5029.254883
	Iteration 60F: 3 clusters Score -3578604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3578621.750000 Penalty: 5029.254883
	Iteration 61Q: 3 clusters Score -3578622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3578628.250000 Penalty: 5029.254883
	Iteration 62Q: 3 clusters Score -3578628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3578628.250000 Penalty: 5029.254883
	Iteration 63Q: 3 clusters Score -3578628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3578630.500000 Penalty: 5029.254883
	Iteration 64Q: 3 clusters Score -3578630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3578634.500000 Penalty: 5029.254883
	Iteration 65Q: 3 clusters Score -3578634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3578638.250000 Penalty: 5029.254883
	Iteration 66Q: 3 clusters Score -3578638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3578647.750000 Penalty: 5029.254883
	Iteration 67Q: 3 clusters Score -3578648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3578650.000000 Penalty: 5029.254883
	Iteration 68Q: 3 clusters Score -3578650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3578657.500000 Penalty: 5029.254883
	Iteration 69Q: 3 clusters Score -3578658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3578663.250000 Penalty: 5029.254883
	Iteration 70Q: 3 clusters Score -3578663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3578665.750000 Penalty: 5029.254883
	Iteration 71Q: 3 clusters Score -3578666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3578673.000000 Penalty: 5029.254883
	Iteration 72Q: 3 clusters Score -3578673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3578677.000000 Penalty: 5029.254883
	Iteration 73Q: 3 clusters Score -3578677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3578680.500000 Penalty: 5029.254883
	Iteration 74Q: 3 clusters Score -3578680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3578676.750000 Penalty: 5029.254883
	Iteration 75Q: 3 clusters Score -3578677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3578679.250000 Penalty: 5029.254883
	Iteration 76Q: 3 clusters Score -3578679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3578680.000000 Penalty: 5029.254883
	Iteration 77Q: 3 clusters Score -3578680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3578685.000000 Penalty: 5029.254883
	Iteration 78Q: 3 clusters Score -3578685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3578686.250000 Penalty: 5029.254883
	Iteration 79Q: 3 clusters Score -3578686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3578685.500000 Penalty: 5029.254883
	Iteration 80F: 3 clusters Score -3578686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -3578686.500000 Penalty: 5029.254883
	Iteration 81Q: 3 clusters Score -3578686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3578690.250000 Penalty: 5029.254883
	Iteration 82Q: 3 clusters Score -3578690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3578689.000000 Penalty: 5029.254883
	Iteration 83Q: 3 clusters Score -3578689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3578689.750000 Penalty: 5029.254883
	Iteration 84Q: 3 clusters Score -3578690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3578689.750000 Penalty: 5029.254883
	Iteration 85F: 3 clusters Score -3578690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -101733.914062 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -101733.9 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 431 members 
Entering Unmasked Estep 
Score: -99940.500000 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -99940.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100340.085938 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -100340.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -100568.375000 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -100568.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -100905.375000 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -100905.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -101700.757812 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -101700.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101913.382812 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -101913.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -102062.054688 Penalty: 3334.424561
	Iteration 6Q: 3 clusters Score -102062.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -102236.531250 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -102236.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -102375.625000 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -102375.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102455.390625 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -102455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -102461.945312 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -102461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -102461.945312 Penalty: 3334.424561
	Iteration 11F: 3 clusters Score -102461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 596 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 110513 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159988 members 
Mstep: Class 15 contains 108459 members 
Mstep: Class 16 contains 25327 members 
Mstep: Class 17 contains 235 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139239 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
Score: -84916376.000000 Penalty: 59508.957031
Splitting cluster 17 changes total score from -84917224.000000 to -84916376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -259115.875000 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -259115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -256554.265625 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -256554.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -256986.390625 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -256986.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257088.421875 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -257088.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -257141.062500 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -257141.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -257175.968750 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -257176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257204.250000 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -257204.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257219.734375 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -257219.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257229.703125 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -257229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -257233.921875 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -257233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -257237.015625 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -257237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -257243.062500 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -257243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -257245.968750 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -257246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257248.062500 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -257248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257248.625000 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -257248.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257248.625000 Penalty: 3736.446777
	Iteration 14F: 3 clusters Score -257248.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27666.765625 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27666.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26518.216797 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26518.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26584.964844 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26584.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26606.007812 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26606.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26613.490234 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26613.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26613.490234 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26613.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139239 members 
Entering Unmasked Estep 
Score: -19500424.000000 Penalty: 2937.299072
	Iteration 0F: 2 clusters Score -1.950042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69192 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -19410116.000000 Penalty: 5874.598145
	Iteration 0F: 3 clusters Score -1.941012e+07 nChanged 66417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -19448766.000000 Penalty: 5874.598145
	Iteration 1F: 3 clusters Score -1.944877e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -19450616.000000 Penalty: 5874.598145
	Iteration 2Q: 3 clusters Score -1.945062e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -19453876.000000 Penalty: 5874.598145
	Iteration 3Q: 3 clusters Score -1.945388e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 93715 members 
Entering Unmasked Estep 
Score: -19459492.000000 Penalty: 5874.598145
	Iteration 4F: 3 clusters Score -1.945949e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -19468222.000000 Penalty: 5874.598145
	Iteration 5F: 3 clusters Score -1.946822e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 114535 members 
Entering Unmasked Estep 
Score: -19478502.000000 Penalty: 5874.598145
	Iteration 6F: 3 clusters Score -1.94785e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 122857 members 
Entering Unmasked Estep 
Score: -19486908.000000 Penalty: 5874.598145
	Iteration 7F: 3 clusters Score -1.948691e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 127923 members 
Entering Unmasked Estep 
Score: -19491632.000000 Penalty: 5874.598145
	Iteration 8Q: 3 clusters Score -1.949163e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -19493934.000000 Penalty: 5874.598145
	Iteration 9Q: 3 clusters Score -1.949393e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 132506 members 
Entering Unmasked Estep 
Score: -19495258.000000 Penalty: 5874.598145
	Iteration 10Q: 3 clusters Score -1.949526e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 133665 members 
Entering Unmasked Estep 
Score: -19496034.000000 Penalty: 5874.598145
	Iteration 11Q: 3 clusters Score -1.949603e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 134505 members 
Entering Unmasked Estep 
Score: -19496530.000000 Penalty: 5874.598145
	Iteration 12Q: 3 clusters Score -1.949653e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 135108 members 
Entering Unmasked Estep 
Score: -19496870.000000 Penalty: 5874.598145
	Iteration 13Q: 3 clusters Score -1.949687e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 135589 members 
Entering Unmasked Estep 
Score: -19497040.000000 Penalty: 5874.598145
	Iteration 14Q: 3 clusters Score -1.949704e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -19497196.000000 Penalty: 5874.598145
	Iteration 15Q: 3 clusters Score -1.94972e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 136251 members 
Entering Unmasked Estep 
Score: -19497364.000000 Penalty: 5874.598145
	Iteration 16Q: 3 clusters Score -1.949736e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 136504 members 
Entering Unmasked Estep 
Score: -19497496.000000 Penalty: 5874.598145
	Iteration 17Q: 3 clusters Score -1.94975e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 136707 members 
Entering Unmasked Estep 
Score: -19497556.000000 Penalty: 5874.598145
	Iteration 18Q: 3 clusters Score -1.949756e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -19497586.000000 Penalty: 5874.598145
	Iteration 19Q: 3 clusters Score -1.949759e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 136979 members 
Entering Unmasked Estep 
Score: -19497634.000000 Penalty: 5874.598145
	Iteration 20F: 3 clusters Score -1.949763e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 137084 members 
Entering Unmasked Estep 
Score: -19497690.000000 Penalty: 5874.598145
	Iteration 21Q: 3 clusters Score -1.949769e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 137206 members 
Entering Unmasked Estep 
Score: -19497722.000000 Penalty: 5874.598145
	Iteration 22Q: 3 clusters Score -1.949772e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -19497780.000000 Penalty: 5874.598145
	Iteration 23Q: 3 clusters Score -1.949778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 137369 members 
Entering Unmasked Estep 
Score: -19497830.000000 Penalty: 5874.598145
	Iteration 24Q: 3 clusters Score -1.949783e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -19497880.000000 Penalty: 5874.598145
	Iteration 25Q: 3 clusters Score -1.949788e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 137469 members 
Entering Unmasked Estep 
Score: -19497906.000000 Penalty: 5874.598145
	Iteration 26Q: 3 clusters Score -1.949791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -19497908.000000 Penalty: 5874.598145
	Iteration 27Q: 3 clusters Score -1.949791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 137549 members 
Entering Unmasked Estep 
Score: -19497910.000000 Penalty: 5874.598145
	Iteration 28Q: 3 clusters Score -1.949791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -19497918.000000 Penalty: 5874.598145
	Iteration 29Q: 3 clusters Score -1.949792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 137594 members 
Entering Unmasked Estep 
Score: -19497928.000000 Penalty: 5874.598145
	Iteration 30Q: 3 clusters Score -1.949793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 137614 members 
Entering Unmasked Estep 
Score: -19497922.000000 Penalty: 5874.598145
	Iteration 31Q: 3 clusters Score -1.949792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 137632 members 
Entering Unmasked Estep 
Score: -19497906.000000 Penalty: 5874.598145
	Iteration 32Q: 3 clusters Score -1.949791e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 137651 members 
Entering Unmasked Estep 
Score: -19497928.000000 Penalty: 5874.598145
	Iteration 33Q: 3 clusters Score -1.949793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -19497956.000000 Penalty: 5874.598145
	Iteration 34Q: 3 clusters Score -1.949796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 137690 members 
Entering Unmasked Estep 
Score: -19497976.000000 Penalty: 5874.598145
	Iteration 35Q: 3 clusters Score -1.949798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -19497992.000000 Penalty: 5874.598145
	Iteration 36Q: 3 clusters Score -1.949799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 137729 members 
Entering Unmasked Estep 
Score: -19497982.000000 Penalty: 5874.598145
	Iteration 37Q: 3 clusters Score -1.949798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 137746 members 
Entering Unmasked Estep 
Score: -19497976.000000 Penalty: 5874.598145
	Iteration 38Q: 3 clusters Score -1.949798e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -19497994.000000 Penalty: 5874.598145
	Iteration 39Q: 3 clusters Score -1.949799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 137763 members 
Entering Unmasked Estep 
Score: -19497994.000000 Penalty: 5874.598145
	Iteration 40F: 3 clusters Score -1.949799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 137769 members 
Entering Unmasked Estep 
Score: -19497988.000000 Penalty: 5874.598145
	Iteration 41Q: 3 clusters Score -1.949799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 137773 members 
Entering Unmasked Estep 
Score: -19497990.000000 Penalty: 5874.598145
	Iteration 42Q: 3 clusters Score -1.949799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 137779 members 
Entering Unmasked Estep 
Score: -19497994.000000 Penalty: 5874.598145
	Iteration 43Q: 3 clusters Score -1.949799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 137788 members 
Entering Unmasked Estep 
Score: -19498008.000000 Penalty: 5874.598145
	Iteration 44Q: 3 clusters Score -1.949801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 137797 members 
Entering Unmasked Estep 
Score: -19498010.000000 Penalty: 5874.598145
	Iteration 45Q: 3 clusters Score -1.949801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -19498024.000000 Penalty: 5874.598145
	Iteration 46Q: 3 clusters Score -1.949802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 137813 members 
Entering Unmasked Estep 
Score: -19498028.000000 Penalty: 5874.598145
	Iteration 47Q: 3 clusters Score -1.949803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 137816 members 
Entering Unmasked Estep 
Score: -19498038.000000 Penalty: 5874.598145
	Iteration 48Q: 3 clusters Score -1.949804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 137818 members 
Entering Unmasked Estep 
Score: -19498034.000000 Penalty: 5874.598145
	Iteration 49Q: 3 clusters Score -1.949803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 137821 members 
Entering Unmasked Estep 
Score: -19498032.000000 Penalty: 5874.598145
	Iteration 50Q: 3 clusters Score -1.949803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 137824 members 
Entering Unmasked Estep 
Score: -19498038.000000 Penalty: 5874.598145
	Iteration 51Q: 3 clusters Score -1.949804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 137825 members 
Entering Unmasked Estep 
Score: -19498046.000000 Penalty: 5874.598145
	Iteration 52Q: 3 clusters Score -1.949805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 137825 members 
Entering Unmasked Estep 
Score: -19498046.000000 Penalty: 5874.598145
	Iteration 53F: 3 clusters Score -1.949805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Entering Unmasked Estep 
Score: -4040198.000000 Penalty: 2553.743164
	Iteration 0F: 2 clusters Score -4040198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -4020035.750000 Penalty: 5107.486328
	Iteration 0F: 3 clusters Score -4020036 nChanged 13166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4027592.000000 Penalty: 5107.486328
	Iteration 1F: 3 clusters Score -4027592 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4028747.500000 Penalty: 5107.486328
	Iteration 2F: 3 clusters Score -4028748 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4030073.250000 Penalty: 5107.486328
	Iteration 3F: 3 clusters Score -4030073 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4031430.250000 Penalty: 5107.486328
	Iteration 4F: 3 clusters Score -4031430 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4032820.750000 Penalty: 5107.486328
	Iteration 5F: 3 clusters Score -4032821 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4034143.750000 Penalty: 5107.486328
	Iteration 6F: 3 clusters Score -4034144 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -4035196.000000 Penalty: 5107.486328
	Iteration 7F: 3 clusters Score -4035196 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4036012.750000 Penalty: 5107.486328
	Iteration 8Q: 3 clusters Score -4036013 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -4036526.000000 Penalty: 5107.486328
	Iteration 9Q: 3 clusters Score -4036526 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4036862.750000 Penalty: 5107.486328
	Iteration 10Q: 3 clusters Score -4036863 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -4037118.000000 Penalty: 5107.486328
	Iteration 11Q: 3 clusters Score -4037118 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -4037379.250000 Penalty: 5107.486328
	Iteration 12Q: 3 clusters Score -4037379 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4037626.000000 Penalty: 5107.486328
	Iteration 13Q: 3 clusters Score -4037626 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4037853.500000 Penalty: 5107.486328
	Iteration 14Q: 3 clusters Score -4037854 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4038050.750000 Penalty: 5107.486328
	Iteration 15Q: 3 clusters Score -4038051 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4038239.250000 Penalty: 5107.486328
	Iteration 16Q: 3 clusters Score -4038239 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4038430.750000 Penalty: 5107.486328
	Iteration 17Q: 3 clusters Score -4038431 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4038642.500000 Penalty: 5107.486328
	Iteration 18Q: 3 clusters Score -4038642 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4038853.750000 Penalty: 5107.486328
	Iteration 19Q: 3 clusters Score -4038854 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4039084.750000 Penalty: 5107.486328
	Iteration 20F: 3 clusters Score -4039085 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4039391.750000 Penalty: 5107.486328
	Iteration 21Q: 3 clusters Score -4039392 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4039667.000000 Penalty: 5107.486328
	Iteration 22Q: 3 clusters Score -4039667 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4039761.750000 Penalty: 5107.486328
	Iteration 23Q: 3 clusters Score -4039762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4039792.250000 Penalty: 5107.486328
	Iteration 24Q: 3 clusters Score -4039792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4039793.500000 Penalty: 5107.486328
	Iteration 25Q: 3 clusters Score -4039794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4039797.500000 Penalty: 5107.486328
	Iteration 26Q: 3 clusters Score -4039798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4039802.750000 Penalty: 5107.486328
	Iteration 27Q: 3 clusters Score -4039803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4039804.500000 Penalty: 5107.486328
	Iteration 28Q: 3 clusters Score -4039804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4039805.500000 Penalty: 5107.486328
	Iteration 29Q: 3 clusters Score -4039806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4039807.750000 Penalty: 5107.486328
	Iteration 30Q: 3 clusters Score -4039808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4039810.500000 Penalty: 5107.486328
	Iteration 31Q: 3 clusters Score -4039810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4039810.500000 Penalty: 5107.486328
	Iteration 32F: 3 clusters Score -4039810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 110513 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159988 members 
Mstep: Class 15 contains 108459 members 
Mstep: Class 16 contains 25327 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139239 members 
Mstep: Class 22 contains 29654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 119Q: 18 clusters Score -8.491722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30251 members 
Mstep: Class 9 contains 110506 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 159997 members 
Mstep: Class 15 contains 108461 members 
Mstep: Class 16 contains 25330 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139233 members 
Mstep: Class 22 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917256.000000 Penalty: 56202.902344
Iteration 120F: 18 clusters Score -8.491726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30251 members 
Mstep: Class 9 contains 110507 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160004 members 
Mstep: Class 15 contains 108458 members 
Mstep: Class 16 contains 25332 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139226 members 
Mstep: Class 22 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917256.000000 Penalty: 56202.902344
Iteration 121Q: 18 clusters Score -8.491726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30252 members 
Mstep: Class 9 contains 110508 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160018 members 
Mstep: Class 15 contains 108456 members 
Mstep: Class 16 contains 25334 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139213 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917232.000000 Penalty: 56202.902344
Iteration 122Q: 18 clusters Score -8.491723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30254 members 
Mstep: Class 9 contains 110504 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160035 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 25335 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139199 members 
Mstep: Class 22 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917208.000000 Penalty: 56202.902344
Iteration 123Q: 18 clusters Score -8.491721e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30256 members 
Mstep: Class 9 contains 110499 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160043 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 25336 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139195 members 
Mstep: Class 22 contains 29645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917264.000000 Penalty: 56202.902344
Iteration 124Q: 18 clusters Score -8.491726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30256 members 
Mstep: Class 9 contains 110492 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160049 members 
Mstep: Class 15 contains 108452 members 
Mstep: Class 16 contains 25341 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139193 members 
Mstep: Class 22 contains 29646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917256.000000 Penalty: 56202.902344
Iteration 125Q: 18 clusters Score -8.491726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30257 members 
Mstep: Class 9 contains 110486 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160062 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 25343 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139183 members 
Mstep: Class 22 contains 29647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 126Q: 18 clusters Score -8.491722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30257 members 
Mstep: Class 9 contains 110482 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160064 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 25343 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139180 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917280.000000 Penalty: 56202.902344
Iteration 127Q: 18 clusters Score -8.491728e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30259 members 
Mstep: Class 9 contains 110476 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160071 members 
Mstep: Class 15 contains 108457 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139174 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917288.000000 Penalty: 56202.902344
Iteration 128Q: 18 clusters Score -8.491729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110468 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160081 members 
Mstep: Class 15 contains 108459 members 
Mstep: Class 16 contains 25344 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139166 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917272.000000 Penalty: 56202.902344
Iteration 129Q: 18 clusters Score -8.491727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110464 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160085 members 
Mstep: Class 15 contains 108456 members 
Mstep: Class 16 contains 25346 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139166 members 
Mstep: Class 22 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917264.000000 Penalty: 56202.902344
Iteration 130Q: 18 clusters Score -8.491726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110459 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160094 members 
Mstep: Class 15 contains 108454 members 
Mstep: Class 16 contains 25347 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139164 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917312.000000 Penalty: 56202.902344
Iteration 131Q: 18 clusters Score -8.491731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110462 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160095 members 
Mstep: Class 15 contains 108450 members 
Mstep: Class 16 contains 25347 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139164 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917248.000000 Penalty: 56202.902344
Iteration 132Q: 18 clusters Score -8.491725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110463 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160100 members 
Mstep: Class 15 contains 108448 members 
Mstep: Class 16 contains 25347 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139161 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917256.000000 Penalty: 56202.902344
Iteration 133Q: 18 clusters Score -8.491726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110455 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160103 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 25351 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139158 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917240.000000 Penalty: 56202.902344
Iteration 134Q: 18 clusters Score -8.491724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110452 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160105 members 
Mstep: Class 15 contains 108452 members 
Mstep: Class 16 contains 25356 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139153 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917240.000000 Penalty: 56202.902344
Iteration 135Q: 18 clusters Score -8.491724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110449 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160110 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 25357 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139151 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917264.000000 Penalty: 56202.902344
Iteration 136Q: 18 clusters Score -8.491726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110448 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160112 members 
Mstep: Class 15 contains 108453 members 
Mstep: Class 16 contains 25359 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139146 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917216.000000 Penalty: 56202.902344
Iteration 137Q: 18 clusters Score -8.491722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110447 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160116 members 
Mstep: Class 15 contains 108453 members 
Mstep: Class 16 contains 25360 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139142 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917208.000000 Penalty: 56202.902344
Iteration 138Q: 18 clusters Score -8.491721e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2984 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110448 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160117 members 
Mstep: Class 15 contains 108454 members 
Mstep: Class 16 contains 25362 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139136 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917240.000000 Penalty: 56202.902344
Iteration 139Q: 18 clusters Score -8.491724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110451 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160118 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 25363 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139135 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917264.000000 Penalty: 56202.902344
Iteration 140F: 18 clusters Score -8.491726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110449 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160122 members 
Mstep: Class 15 contains 108454 members 
Mstep: Class 16 contains 25364 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139128 members 
Mstep: Class 22 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917296.000000 Penalty: 56202.902344
Iteration 141Q: 18 clusters Score -8.49173e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110447 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160121 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 25366 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139128 members 
Mstep: Class 22 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917272.000000 Penalty: 56202.902344
Iteration 142Q: 18 clusters Score -8.491727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110444 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160128 members 
Mstep: Class 15 contains 108455 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139123 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917256.000000 Penalty: 56202.902344
Iteration 143Q: 18 clusters Score -8.491726e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110439 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160138 members 
Mstep: Class 15 contains 108451 members 
Mstep: Class 16 contains 25372 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139118 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917280.000000 Penalty: 56202.902344
Iteration 144Q: 18 clusters Score -8.491728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30261 members 
Mstep: Class 9 contains 110435 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160144 members 
Mstep: Class 15 contains 108449 members 
Mstep: Class 16 contains 25374 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139117 members 
Mstep: Class 22 contains 29650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917296.000000 Penalty: 56202.902344
Iteration 145Q: 18 clusters Score -8.49173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110436 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160150 members 
Mstep: Class 15 contains 108448 members 
Mstep: Class 16 contains 25376 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139111 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917288.000000 Penalty: 56202.902344
Iteration 146Q: 18 clusters Score -8.491729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160157 members 
Mstep: Class 15 contains 108448 members 
Mstep: Class 16 contains 25377 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139105 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917320.000000 Penalty: 56202.902344
Iteration 147Q: 18 clusters Score -8.491732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110435 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160158 members 
Mstep: Class 15 contains 108446 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139104 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917368.000000 Penalty: 56202.902344
Iteration 148Q: 18 clusters Score -8.491737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110438 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160160 members 
Mstep: Class 15 contains 108444 members 
Mstep: Class 16 contains 25379 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139101 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917328.000000 Penalty: 56202.902344
Iteration 149Q: 18 clusters Score -8.491733e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110437 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160165 members 
Mstep: Class 15 contains 108441 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139101 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917352.000000 Penalty: 56202.902344
Iteration 150Q: 18 clusters Score -8.491735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110436 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160167 members 
Mstep: Class 15 contains 108441 members 
Mstep: Class 16 contains 25379 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139099 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917376.000000 Penalty: 56202.902344
Iteration 151Q: 18 clusters Score -8.491738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110435 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160171 members 
Mstep: Class 15 contains 108441 members 
Mstep: Class 16 contains 25382 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139093 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917328.000000 Penalty: 56202.902344
Iteration 152Q: 18 clusters Score -8.491733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110436 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160175 members 
Mstep: Class 15 contains 108439 members 
Mstep: Class 16 contains 25383 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139089 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917304.000000 Penalty: 56202.902344
Iteration 153Q: 18 clusters Score -8.49173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110438 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160179 members 
Mstep: Class 15 contains 108439 members 
Mstep: Class 16 contains 25384 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139082 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917320.000000 Penalty: 56202.902344
Iteration 154Q: 18 clusters Score -8.491732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110435 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160184 members 
Mstep: Class 15 contains 108439 members 
Mstep: Class 16 contains 25386 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139078 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917360.000000 Penalty: 56202.902344
Iteration 155Q: 18 clusters Score -8.491736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 25388 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139075 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917360.000000 Penalty: 56202.902344
Iteration 156Q: 18 clusters Score -8.491736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30259 members 
Mstep: Class 9 contains 110436 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108437 members 
Mstep: Class 16 contains 25391 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139072 members 
Mstep: Class 22 contains 29648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917344.000000 Penalty: 56202.902344
Iteration 157Q: 18 clusters Score -8.491734e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30258 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160189 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 25392 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917360.000000 Penalty: 56202.902344
Iteration 158Q: 18 clusters Score -8.491736e+07 nChanged 5
Entering ConstructFrom: 
Score: -84917360.000000 Penalty: 56202.902344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -67358.453125 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -67358.45 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 285 members 
Entering Unmasked Estep 
Score: -65809.289062 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -65809.29 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66080.421875 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -66080.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66207.101562 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -66207.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66286.734375 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -66286.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66323.804688 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -66323.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66352.250000 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -66352.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66367.507812 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -66367.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66377.148438 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -66377.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66391.179688 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -66391.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66405.382812 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -66405.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66406.453125 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -66406.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66406.453125 Penalty: 3137.770020
	Iteration 11F: 3 clusters Score -66406.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -269674.281250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -269674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267098.250000 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -267098.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -267544.093750 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -267544.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -267660.812500 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -267660.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -267728.312500 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -267728.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267763.406250 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -267763.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267789.406250 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -267789.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -267806.156250 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -267806.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -267818.218750 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -267818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267825.656250 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -267825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -267828.062500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -267828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -267830.312500 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -267830.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267830.875000 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -267830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -267830.875000 Penalty: 3756.216553
	Iteration 12F: 3 clusters Score -267830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -205400.921875 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -205400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -203090.546875 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -203090.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -203442.046875 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -203442 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -203533.203125 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -203533.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203574.859375 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -203574.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203603.250000 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -203603.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203621.171875 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -203621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -203627.640625 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -203627.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -203631.140625 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -203631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203634.984375 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -203635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203636.625000 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -203636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203640.046875 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -203640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203641.281250 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -203641.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -203641.281250 Penalty: 3621.034424
	Iteration 12F: 3 clusters Score -203641.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -420239.093750 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -420239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -416947.593750 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -416947.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417603.750000 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -417603.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -417760.312500 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -417760.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -417867.250000 Penalty: 3968.339600
	Iteration 3Q: 3 clusters Score -417867.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -417942.312500 Penalty: 3968.339600
	Iteration 4Q: 3 clusters Score -417942.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -417997.468750 Penalty: 3968.339600
	Iteration 5Q: 3 clusters Score -417997.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -418037.968750 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -418038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -418061.781250 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -418061.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -418083.062500 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -418083.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -418105.406250 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -418105.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -418129.593750 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -418129.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -418147.000000 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -418147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -418159.312500 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -418159.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -418168.031250 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -418168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -418173.312500 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -418173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -418177.625000 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -418177.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -418182.843750 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -418182.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -418184.156250 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -418184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -418185.562500 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -418185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -418186.250000 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -418186.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -418187.281250 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -418187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -418187.281250 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -418187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -418188.468750 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -418188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -418188.468750 Penalty: 3968.339600
	Iteration 23F: 3 clusters Score -418188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -65818.734375 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -65818.73 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 263 members 
Entering Unmasked Estep 
Score: -64264.558594 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -64264.56 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64557.257812 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -64557.26 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64744.355469 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -64744.36 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -64839.980469 Penalty: 3128.816650
	Iteration 3F: 3 clusters Score -64839.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64900.375000 Penalty: 3128.816650
	Iteration 4Q: 3 clusters Score -64900.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64929.613281 Penalty: 3128.816650
	Iteration 5Q: 3 clusters Score -64929.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64950.226562 Penalty: 3128.816650
	Iteration 6Q: 3 clusters Score -64950.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64958.507812 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -64958.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64958.507812 Penalty: 3128.816650
	Iteration 8F: 3 clusters Score -64958.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -89859.929688 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -89859.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88205.765625 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -88205.77 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88517.484375 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -88517.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88697.656250 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -88697.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88872.335938 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -88872.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -89057.945312 Penalty: 3266.741211
	Iteration 4F: 3 clusters Score -89057.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89273.132812 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -89273.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89405.781250 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -89405.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89442.000000 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -89442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89494.125000 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -89494.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89531.914062 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -89531.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89613.656250 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -89613.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -89643.585938 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -89643.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89650.914062 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -89650.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89658.242188 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -89658.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89661.515625 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -89661.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89667.859375 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -89667.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89684.046875 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -89684.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89732.398438 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -89732.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89795.156250 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -89795.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89987.421875 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -89987.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90369.156250 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -90369.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90382.632812 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -90382.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -90382.632812 Penalty: 3266.741211
	Iteration 22F: 3 clusters Score -90382.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 360 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110433 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 25393 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84916144.000000 Penalty: 59508.957031
Splitting cluster 6 changes total score from -84917360.000000 to -84916144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (30260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Entering Unmasked Estep 
Score: -4291098.500000 Penalty: 2558.760254
	Iteration 0F: 2 clusters Score -4291098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4270383.500000 Penalty: 5117.520508
	Iteration 0F: 3 clusters Score -4270384 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4277685.500000 Penalty: 5117.520508
	Iteration 1F: 3 clusters Score -4277686 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -4278345.000000 Penalty: 5117.520508
	Iteration 2F: 3 clusters Score -4278345 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4279148.000000 Penalty: 5117.520508
	Iteration 3F: 3 clusters Score -4279148 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4280183.000000 Penalty: 5117.520508
	Iteration 4F: 3 clusters Score -4280183 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4281498.000000 Penalty: 5117.520508
	Iteration 5F: 3 clusters Score -4281498 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4283017.500000 Penalty: 5117.520508
	Iteration 6F: 3 clusters Score -4283018 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -4284631.500000 Penalty: 5117.520508
	Iteration 7F: 3 clusters Score -4284632 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4286114.000000 Penalty: 5117.520508
	Iteration 8F: 3 clusters Score -4286114 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4287238.500000 Penalty: 5117.520508
	Iteration 9Q: 3 clusters Score -4287238 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4287946.500000 Penalty: 5117.520508
	Iteration 10Q: 3 clusters Score -4287946 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4288345.000000 Penalty: 5117.520508
	Iteration 11Q: 3 clusters Score -4288345 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4288549.000000 Penalty: 5117.520508
	Iteration 12Q: 3 clusters Score -4288549 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4288654.000000 Penalty: 5117.520508
	Iteration 13Q: 3 clusters Score -4288654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4288737.000000 Penalty: 5117.520508
	Iteration 14Q: 3 clusters Score -4288737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4288776.500000 Penalty: 5117.520508
	Iteration 15Q: 3 clusters Score -4288776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4288799.000000 Penalty: 5117.520508
	Iteration 16Q: 3 clusters Score -4288799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4288819.000000 Penalty: 5117.520508
	Iteration 17Q: 3 clusters Score -4288819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4288830.500000 Penalty: 5117.520508
	Iteration 18Q: 3 clusters Score -4288830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4288845.500000 Penalty: 5117.520508
	Iteration 19Q: 3 clusters Score -4288846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4288856.000000 Penalty: 5117.520508
	Iteration 20F: 3 clusters Score -4288856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4288876.000000 Penalty: 5117.520508
	Iteration 21Q: 3 clusters Score -4288876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4288880.500000 Penalty: 5117.520508
	Iteration 22Q: 3 clusters Score -4288880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4288887.000000 Penalty: 5117.520508
	Iteration 23Q: 3 clusters Score -4288887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4288895.500000 Penalty: 5117.520508
	Iteration 24Q: 3 clusters Score -4288896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4288902.500000 Penalty: 5117.520508
	Iteration 25Q: 3 clusters Score -4288902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4288909.500000 Penalty: 5117.520508
	Iteration 26Q: 3 clusters Score -4288910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4288915.500000 Penalty: 5117.520508
	Iteration 27Q: 3 clusters Score -4288916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4288919.500000 Penalty: 5117.520508
	Iteration 28Q: 3 clusters Score -4288920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4288919.500000 Penalty: 5117.520508
	Iteration 29Q: 3 clusters Score -4288920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4288925.000000 Penalty: 5117.520508
	Iteration 30Q: 3 clusters Score -4288925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4288929.000000 Penalty: 5117.520508
	Iteration 31Q: 3 clusters Score -4288929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4288927.500000 Penalty: 5117.520508
	Iteration 32Q: 3 clusters Score -4288928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4288932.000000 Penalty: 5117.520508
	Iteration 33Q: 3 clusters Score -4288932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4288932.000000 Penalty: 5117.520508
	Iteration 34Q: 3 clusters Score -4288932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4288932.000000 Penalty: 5117.520508
	Iteration 35Q: 3 clusters Score -4288932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4288932.000000 Penalty: 5117.520508
	Iteration 36F: 3 clusters Score -4288932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Entering Unmasked Estep 
Score: -15429625.000000 Penalty: 2879.816895
	Iteration 0F: 2 clusters Score -1.542962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -15355727.000000 Penalty: 5759.633789
	Iteration 0F: 3 clusters Score -1.535573e+07 nChanged 52517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -15385516.000000 Penalty: 5759.633789
	Iteration 1F: 3 clusters Score -1.538552e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -15386033.000000 Penalty: 5759.633789
	Iteration 2Q: 3 clusters Score -1.538603e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -15386759.000000 Penalty: 5759.633789
	Iteration 3Q: 3 clusters Score -1.538676e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -15387478.000000 Penalty: 5759.633789
	Iteration 4Q: 3 clusters Score -1.538748e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -15388594.000000 Penalty: 5759.633789
	Iteration 5Q: 3 clusters Score -1.538859e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 64525 members 
Entering Unmasked Estep 
Score: -15390279.000000 Penalty: 5759.633789
	Iteration 6Q: 3 clusters Score -1.539028e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 69098 members 
Entering Unmasked Estep 
Score: -15393161.000000 Penalty: 5759.633789
	Iteration 7Q: 3 clusters Score -1.539316e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -15397784.000000 Penalty: 5759.633789
	Iteration 8F: 3 clusters Score -1.539778e+07 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 82777 members 
Entering Unmasked Estep 
Score: -15403933.000000 Penalty: 5759.633789
	Iteration 9F: 3 clusters Score -1.540393e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -15410726.000000 Penalty: 5759.633789
	Iteration 10F: 3 clusters Score -1.541073e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 97112 members 
Entering Unmasked Estep 
Score: -15416824.000000 Penalty: 5759.633789
	Iteration 11F: 3 clusters Score -1.541682e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 102084 members 
Entering Unmasked Estep 
Score: -15421139.000000 Penalty: 5759.633789
	Iteration 12Q: 3 clusters Score -1.542114e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 105362 members 
Entering Unmasked Estep 
Score: -15423675.000000 Penalty: 5759.633789
	Iteration 13Q: 3 clusters Score -1.542368e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 107307 members 
Entering Unmasked Estep 
Score: -15425224.000000 Penalty: 5759.633789
	Iteration 14Q: 3 clusters Score -1.542522e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -15426008.000000 Penalty: 5759.633789
	Iteration 15Q: 3 clusters Score -1.542601e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -15426490.000000 Penalty: 5759.633789
	Iteration 16Q: 3 clusters Score -1.542649e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -15426706.000000 Penalty: 5759.633789
	Iteration 17Q: 3 clusters Score -1.542671e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -15426839.000000 Penalty: 5759.633789
	Iteration 18Q: 3 clusters Score -1.542684e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -15426899.000000 Penalty: 5759.633789
	Iteration 19Q: 3 clusters Score -1.54269e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -15426993.000000 Penalty: 5759.633789
	Iteration 20F: 3 clusters Score -1.542699e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -15427029.000000 Penalty: 5759.633789
	Iteration 21Q: 3 clusters Score -1.542703e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 109741 members 
Entering Unmasked Estep 
Score: -15427072.000000 Penalty: 5759.633789
	Iteration 22Q: 3 clusters Score -1.542707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 109772 members 
Entering Unmasked Estep 
Score: -15427100.000000 Penalty: 5759.633789
	Iteration 23Q: 3 clusters Score -1.54271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -15427125.000000 Penalty: 5759.633789
	Iteration 24Q: 3 clusters Score -1.542712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -15427137.000000 Penalty: 5759.633789
	Iteration 25Q: 3 clusters Score -1.542714e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -15427167.000000 Penalty: 5759.633789
	Iteration 26Q: 3 clusters Score -1.542717e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 109841 members 
Entering Unmasked Estep 
Score: -15427163.000000 Penalty: 5759.633789
	Iteration 27Q: 3 clusters Score -1.542716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -15427175.000000 Penalty: 5759.633789
	Iteration 28Q: 3 clusters Score -1.542718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 109858 members 
Entering Unmasked Estep 
Score: -15427176.000000 Penalty: 5759.633789
	Iteration 29Q: 3 clusters Score -1.542718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 109865 members 
Entering Unmasked Estep 
Score: -15427181.000000 Penalty: 5759.633789
	Iteration 30Q: 3 clusters Score -1.542718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 109868 members 
Entering Unmasked Estep 
Score: -15427187.000000 Penalty: 5759.633789
	Iteration 31Q: 3 clusters Score -1.542719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -15427179.000000 Penalty: 5759.633789
	Iteration 32Q: 3 clusters Score -1.542718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -15427196.000000 Penalty: 5759.633789
	Iteration 33Q: 3 clusters Score -1.54272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 109883 members 
Entering Unmasked Estep 
Score: -15427200.000000 Penalty: 5759.633789
	Iteration 34Q: 3 clusters Score -1.54272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 109887 members 
Entering Unmasked Estep 
Score: -15427202.000000 Penalty: 5759.633789
	Iteration 35Q: 3 clusters Score -1.54272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 109891 members 
Entering Unmasked Estep 
Score: -15427212.000000 Penalty: 5759.633789
	Iteration 36Q: 3 clusters Score -1.542721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 109892 members 
Entering Unmasked Estep 
Score: -15427210.000000 Penalty: 5759.633789
	Iteration 37Q: 3 clusters Score -1.542721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 109896 members 
Entering Unmasked Estep 
Score: -15427210.000000 Penalty: 5759.633789
	Iteration 38Q: 3 clusters Score -1.542721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 109904 members 
Entering Unmasked Estep 
Score: -15427216.000000 Penalty: 5759.633789
	Iteration 39Q: 3 clusters Score -1.542722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -15427216.000000 Penalty: 5759.633789
	Iteration 40F: 3 clusters Score -1.542722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 109909 members 
Entering Unmasked Estep 
Score: -15427218.000000 Penalty: 5759.633789
	Iteration 41Q: 3 clusters Score -1.542722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -15427214.000000 Penalty: 5759.633789
	Iteration 42Q: 3 clusters Score -1.542721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -15427220.000000 Penalty: 5759.633789
	Iteration 43Q: 3 clusters Score -1.542722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -15427213.000000 Penalty: 5759.633789
	Iteration 44Q: 3 clusters Score -1.542721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -15427225.000000 Penalty: 5759.633789
	Iteration 45Q: 3 clusters Score -1.542722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -15427223.000000 Penalty: 5759.633789
	Iteration 46Q: 3 clusters Score -1.542722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -15427235.000000 Penalty: 5759.633789
	Iteration 47Q: 3 clusters Score -1.542724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -15427238.000000 Penalty: 5759.633789
	Iteration 48Q: 3 clusters Score -1.542724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -15427239.000000 Penalty: 5759.633789
	Iteration 49Q: 3 clusters Score -1.542724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 109914 members 
Entering Unmasked Estep 
Score: -15427239.000000 Penalty: 5759.633789
	Iteration 50F: 3 clusters Score -1.542724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -174616.265625 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -174616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172429.406250 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -172429.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172771.671875 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -172771.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172877.484375 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -172877.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -172917.203125 Penalty: 3557.522705
	Iteration 3Q: 3 clusters Score -172917.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -172944.015625 Penalty: 3557.522705
	Iteration 4Q: 3 clusters Score -172944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -172963.515625 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -172963.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -172976.343750 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -172976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172985.656250 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -172985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172993.437500 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -172993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -173003.171875 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -173003.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -173009.828125 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -173009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173014.234375 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -173014.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173016.906250 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -173016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173017.171875 Penalty: 3557.522705
	Iteration 13Q: 3 clusters Score -173017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -173017.171875 Penalty: 3557.522705
	Iteration 14F: 3 clusters Score -173017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Entering Unmasked Estep 
Score: -22322162.000000 Penalty: 2972.056152
	Iteration 0F: 2 clusters Score -2.232216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -22218438.000000 Penalty: 5944.112305
	Iteration 0F: 3 clusters Score -2.221844e+07 nChanged 76646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -22262476.000000 Penalty: 5944.112305
	Iteration 1F: 3 clusters Score -2.226248e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -22263734.000000 Penalty: 5944.112305
	Iteration 2Q: 3 clusters Score -2.226373e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 90606 members 
Entering Unmasked Estep 
Score: -22265516.000000 Penalty: 5944.112305
	Iteration 3Q: 3 clusters Score -2.226552e+07 nChanged 6412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64227 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -22268534.000000 Penalty: 5944.112305
	Iteration 4Q: 3 clusters Score -2.226853e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -22273956.000000 Penalty: 5944.112305
	Iteration 5F: 3 clusters Score -2.227396e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -22281926.000000 Penalty: 5944.112305
	Iteration 6F: 3 clusters Score -2.228193e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 123495 members 
Entering Unmasked Estep 
Score: -22291274.000000 Penalty: 5944.112305
	Iteration 7F: 3 clusters Score -2.229127e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 133733 members 
Entering Unmasked Estep 
Score: -22300756.000000 Penalty: 5944.112305
	Iteration 8F: 3 clusters Score -2.230076e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 142344 members 
Entering Unmasked Estep 
Score: -22308436.000000 Penalty: 5944.112305
	Iteration 9F: 3 clusters Score -2.230844e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -22313748.000000 Penalty: 5944.112305
	Iteration 10Q: 3 clusters Score -2.231375e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 153206 members 
Entering Unmasked Estep 
Score: -22316634.000000 Penalty: 5944.112305
	Iteration 11Q: 3 clusters Score -2.231663e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -22318056.000000 Penalty: 5944.112305
	Iteration 12Q: 3 clusters Score -2.231806e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 157462 members 
Entering Unmasked Estep 
Score: -22318826.000000 Penalty: 5944.112305
	Iteration 13Q: 3 clusters Score -2.231883e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 158353 members 
Entering Unmasked Estep 
Score: -22319154.000000 Penalty: 5944.112305
	Iteration 14Q: 3 clusters Score -2.231915e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 158819 members 
Entering Unmasked Estep 
Score: -22319374.000000 Penalty: 5944.112305
	Iteration 15Q: 3 clusters Score -2.231937e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 159078 members 
Entering Unmasked Estep 
Score: -22319524.000000 Penalty: 5944.112305
	Iteration 16Q: 3 clusters Score -2.231952e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 159226 members 
Entering Unmasked Estep 
Score: -22319628.000000 Penalty: 5944.112305
	Iteration 17Q: 3 clusters Score -2.231963e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 159333 members 
Entering Unmasked Estep 
Score: -22319670.000000 Penalty: 5944.112305
	Iteration 18Q: 3 clusters Score -2.231967e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -22319714.000000 Penalty: 5944.112305
	Iteration 19Q: 3 clusters Score -2.231971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 159451 members 
Entering Unmasked Estep 
Score: -22319718.000000 Penalty: 5944.112305
	Iteration 20F: 3 clusters Score -2.231972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 159481 members 
Entering Unmasked Estep 
Score: -22319732.000000 Penalty: 5944.112305
	Iteration 21Q: 3 clusters Score -2.231973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -22319746.000000 Penalty: 5944.112305
	Iteration 22Q: 3 clusters Score -2.231975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 159510 members 
Entering Unmasked Estep 
Score: -22319748.000000 Penalty: 5944.112305
	Iteration 23Q: 3 clusters Score -2.231975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 159521 members 
Entering Unmasked Estep 
Score: -22319726.000000 Penalty: 5944.112305
	Iteration 24Q: 3 clusters Score -2.231973e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 159528 members 
Entering Unmasked Estep 
Score: -22319736.000000 Penalty: 5944.112305
	Iteration 25Q: 3 clusters Score -2.231974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 159536 members 
Entering Unmasked Estep 
Score: -22319762.000000 Penalty: 5944.112305
	Iteration 26Q: 3 clusters Score -2.231976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -22319754.000000 Penalty: 5944.112305
	Iteration 27Q: 3 clusters Score -2.231975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 159555 members 
Entering Unmasked Estep 
Score: -22319774.000000 Penalty: 5944.112305
	Iteration 28Q: 3 clusters Score -2.231977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 159558 members 
Entering Unmasked Estep 
Score: -22319756.000000 Penalty: 5944.112305
	Iteration 29Q: 3 clusters Score -2.231976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 159561 members 
Entering Unmasked Estep 
Score: -22319760.000000 Penalty: 5944.112305
	Iteration 30Q: 3 clusters Score -2.231976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -22319762.000000 Penalty: 5944.112305
	Iteration 31Q: 3 clusters Score -2.231976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -22319762.000000 Penalty: 5944.112305
	Iteration 32Q: 3 clusters Score -2.231976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -22319768.000000 Penalty: 5944.112305
	Iteration 33Q: 3 clusters Score -2.231977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 159569 members 
Entering Unmasked Estep 
Score: -22319772.000000 Penalty: 5944.112305
	Iteration 34Q: 3 clusters Score -2.231977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -22319772.000000 Penalty: 5944.112305
	Iteration 35Q: 3 clusters Score -2.231977e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 159574 members 
Entering Unmasked Estep 
Score: -22319766.000000 Penalty: 5944.112305
	Iteration 36Q: 3 clusters Score -2.231977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 159579 members 
Entering Unmasked Estep 
Score: -22319770.000000 Penalty: 5944.112305
	Iteration 37Q: 3 clusters Score -2.231977e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 159584 members 
Entering Unmasked Estep 
Score: -22319784.000000 Penalty: 5944.112305
	Iteration 38Q: 3 clusters Score -2.231978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -22319784.000000 Penalty: 5944.112305
	Iteration 39Q: 3 clusters Score -2.231978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -22319782.000000 Penalty: 5944.112305
	Iteration 40F: 3 clusters Score -2.231978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 159588 members 
Entering Unmasked Estep 
Score: -22319798.000000 Penalty: 5944.112305
	Iteration 41Q: 3 clusters Score -2.23198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 159589 members 
Entering Unmasked Estep 
Score: -22319798.000000 Penalty: 5944.112305
	Iteration 42Q: 3 clusters Score -2.23198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 159592 members 
Entering Unmasked Estep 
Score: -22319794.000000 Penalty: 5944.112305
	Iteration 43Q: 3 clusters Score -2.231979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 159594 members 
Entering Unmasked Estep 
Score: -22319794.000000 Penalty: 5944.112305
	Iteration 44Q: 3 clusters Score -2.231979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -22319810.000000 Penalty: 5944.112305
	Iteration 45Q: 3 clusters Score -2.231981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -22319806.000000 Penalty: 5944.112305
	Iteration 46Q: 3 clusters Score -2.231981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -22319798.000000 Penalty: 5944.112305
	Iteration 47Q: 3 clusters Score -2.23198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 159595 members 
Entering Unmasked Estep 
Score: -22319798.000000 Penalty: 5944.112305
	Iteration 48F: 3 clusters Score -2.23198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Entering Unmasked Estep 
Score: -15238109.000000 Penalty: 2875.295654
	Iteration 0F: 2 clusters Score -1.523811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 54103 members 
Entering Unmasked Estep 
Score: -15167876.000000 Penalty: 5750.591309
	Iteration 0F: 3 clusters Score -1.516788e+07 nChanged 51430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 53061 members 
Entering Unmasked Estep 
Score: -15196979.000000 Penalty: 5750.591309
	Iteration 1F: 3 clusters Score -1.519698e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -15197839.000000 Penalty: 5750.591309
	Iteration 2Q: 3 clusters Score -1.519784e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -15198783.000000 Penalty: 5750.591309
	Iteration 3Q: 3 clusters Score -1.519878e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -15200184.000000 Penalty: 5750.591309
	Iteration 4Q: 3 clusters Score -1.520018e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -15202181.000000 Penalty: 5750.591309
	Iteration 5Q: 3 clusters Score -1.520218e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -15205168.000000 Penalty: 5750.591309
	Iteration 6F: 3 clusters Score -1.520517e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -15209722.000000 Penalty: 5750.591309
	Iteration 7F: 3 clusters Score -1.520972e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -15215686.000000 Penalty: 5750.591309
	Iteration 8F: 3 clusters Score -1.521569e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -15222145.000000 Penalty: 5750.591309
	Iteration 9F: 3 clusters Score -1.522214e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89024 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -15228011.000000 Penalty: 5750.591309
	Iteration 10F: 3 clusters Score -1.522801e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91459 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -15232077.000000 Penalty: 5750.591309
	Iteration 11Q: 3 clusters Score -1.523208e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92427 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -15234342.000000 Penalty: 5750.591309
	Iteration 12Q: 3 clusters Score -1.523434e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92768 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -15235442.000000 Penalty: 5750.591309
	Iteration 13Q: 3 clusters Score -1.523544e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92780 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -15236029.000000 Penalty: 5750.591309
	Iteration 14Q: 3 clusters Score -1.523603e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92713 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -15236368.000000 Penalty: 5750.591309
	Iteration 15Q: 3 clusters Score -1.523637e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -15236635.000000 Penalty: 5750.591309
	Iteration 16Q: 3 clusters Score -1.523664e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -15236786.000000 Penalty: 5750.591309
	Iteration 17Q: 3 clusters Score -1.523679e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92008 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -15236954.000000 Penalty: 5750.591309
	Iteration 18Q: 3 clusters Score -1.523695e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -15237093.000000 Penalty: 5750.591309
	Iteration 19Q: 3 clusters Score -1.523709e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -15237206.000000 Penalty: 5750.591309
	Iteration 20F: 3 clusters Score -1.523721e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91146 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -15237276.000000 Penalty: 5750.591309
	Iteration 21Q: 3 clusters Score -1.523728e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -15237327.000000 Penalty: 5750.591309
	Iteration 22Q: 3 clusters Score -1.523733e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -15237432.000000 Penalty: 5750.591309
	Iteration 23Q: 3 clusters Score -1.523743e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90383 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -15237467.000000 Penalty: 5750.591309
	Iteration 24Q: 3 clusters Score -1.523747e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -15237515.000000 Penalty: 5750.591309
	Iteration 25Q: 3 clusters Score -1.523752e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -15237561.000000 Penalty: 5750.591309
	Iteration 26Q: 3 clusters Score -1.523756e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -15237574.000000 Penalty: 5750.591309
	Iteration 27Q: 3 clusters Score -1.523757e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -15237625.000000 Penalty: 5750.591309
	Iteration 28Q: 3 clusters Score -1.523762e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89304 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -15237650.000000 Penalty: 5750.591309
	Iteration 29Q: 3 clusters Score -1.523765e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -15237660.000000 Penalty: 5750.591309
	Iteration 30Q: 3 clusters Score -1.523766e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -15237707.000000 Penalty: 5750.591309
	Iteration 31Q: 3 clusters Score -1.523771e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -15237724.000000 Penalty: 5750.591309
	Iteration 32Q: 3 clusters Score -1.523772e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88690 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -15237752.000000 Penalty: 5750.591309
	Iteration 33Q: 3 clusters Score -1.523775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -15237775.000000 Penalty: 5750.591309
	Iteration 34Q: 3 clusters Score -1.523778e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88487 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -15237776.000000 Penalty: 5750.591309
	Iteration 35Q: 3 clusters Score -1.523778e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -15237800.000000 Penalty: 5750.591309
	Iteration 36Q: 3 clusters Score -1.52378e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -15237821.000000 Penalty: 5750.591309
	Iteration 37Q: 3 clusters Score -1.523782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88275 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -15237817.000000 Penalty: 5750.591309
	Iteration 38Q: 3 clusters Score -1.523782e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -15237834.000000 Penalty: 5750.591309
	Iteration 39Q: 3 clusters Score -1.523783e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88153 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -15237822.000000 Penalty: 5750.591309
	Iteration 40F: 3 clusters Score -1.523782e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -15237838.000000 Penalty: 5750.591309
	Iteration 41Q: 3 clusters Score -1.523784e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88026 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -15237845.000000 Penalty: 5750.591309
	Iteration 42Q: 3 clusters Score -1.523784e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -15237853.000000 Penalty: 5750.591309
	Iteration 43Q: 3 clusters Score -1.523785e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -15237850.000000 Penalty: 5750.591309
	Iteration 44Q: 3 clusters Score -1.523785e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -15237863.000000 Penalty: 5750.591309
	Iteration 45Q: 3 clusters Score -1.523786e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -15237890.000000 Penalty: 5750.591309
	Iteration 46Q: 3 clusters Score -1.523789e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -15237852.000000 Penalty: 5750.591309
	Iteration 47Q: 3 clusters Score -1.523785e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -15237878.000000 Penalty: 5750.591309
	Iteration 48Q: 3 clusters Score -1.523788e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87607 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -15237839.000000 Penalty: 5750.591309
	Iteration 49Q: 3 clusters Score -1.523784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87549 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -15237868.000000 Penalty: 5750.591309
	Iteration 50Q: 3 clusters Score -1.523787e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87489 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -15237892.000000 Penalty: 5750.591309
	Iteration 51Q: 3 clusters Score -1.523789e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -15237889.000000 Penalty: 5750.591309
	Iteration 52Q: 3 clusters Score -1.523789e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -15237917.000000 Penalty: 5750.591309
	Iteration 53Q: 3 clusters Score -1.523792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -15237893.000000 Penalty: 5750.591309
	Iteration 54Q: 3 clusters Score -1.523789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87278 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -15237896.000000 Penalty: 5750.591309
	Iteration 55Q: 3 clusters Score -1.52379e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -15237884.000000 Penalty: 5750.591309
	Iteration 56Q: 3 clusters Score -1.523788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -15237900.000000 Penalty: 5750.591309
	Iteration 57Q: 3 clusters Score -1.52379e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -15237901.000000 Penalty: 5750.591309
	Iteration 58Q: 3 clusters Score -1.52379e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87080 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -15237927.000000 Penalty: 5750.591309
	Iteration 59Q: 3 clusters Score -1.523793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -15237917.000000 Penalty: 5750.591309
	Iteration 60F: 3 clusters Score -1.523792e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87015 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -15237915.000000 Penalty: 5750.591309
	Iteration 61Q: 3 clusters Score -1.523792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -15237933.000000 Penalty: 5750.591309
	Iteration 62Q: 3 clusters Score -1.523793e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -15237923.000000 Penalty: 5750.591309
	Iteration 63Q: 3 clusters Score -1.523792e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -15237944.000000 Penalty: 5750.591309
	Iteration 64Q: 3 clusters Score -1.523794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -15237953.000000 Penalty: 5750.591309
	Iteration 65Q: 3 clusters Score -1.523795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -15237956.000000 Penalty: 5750.591309
	Iteration 66Q: 3 clusters Score -1.523796e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -15237940.000000 Penalty: 5750.591309
	Iteration 67Q: 3 clusters Score -1.523794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -15237946.000000 Penalty: 5750.591309
	Iteration 68Q: 3 clusters Score -1.523795e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -15237942.000000 Penalty: 5750.591309
	Iteration 69Q: 3 clusters Score -1.523794e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86820 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -15237950.000000 Penalty: 5750.591309
	Iteration 70Q: 3 clusters Score -1.523795e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -15237954.000000 Penalty: 5750.591309
	Iteration 71Q: 3 clusters Score -1.523795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -15237951.000000 Penalty: 5750.591309
	Iteration 72Q: 3 clusters Score -1.523795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -15237950.000000 Penalty: 5750.591309
	Iteration 73Q: 3 clusters Score -1.523795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -15237948.000000 Penalty: 5750.591309
	Iteration 74Q: 3 clusters Score -1.523795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -15237955.000000 Penalty: 5750.591309
	Iteration 75Q: 3 clusters Score -1.523796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -15237959.000000 Penalty: 5750.591309
	Iteration 76Q: 3 clusters Score -1.523796e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -15237973.000000 Penalty: 5750.591309
	Iteration 77Q: 3 clusters Score -1.523797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -15237962.000000 Penalty: 5750.591309
	Iteration 78Q: 3 clusters Score -1.523796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -15237955.000000 Penalty: 5750.591309
	Iteration 79Q: 3 clusters Score -1.523796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86717 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -15237945.000000 Penalty: 5750.591309
	Iteration 80F: 3 clusters Score -1.523794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -15237948.000000 Penalty: 5750.591309
	Iteration 81Q: 3 clusters Score -1.523795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -15237939.000000 Penalty: 5750.591309
	Iteration 82Q: 3 clusters Score -1.523794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -15237941.000000 Penalty: 5750.591309
	Iteration 83Q: 3 clusters Score -1.523794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -15237956.000000 Penalty: 5750.591309
	Iteration 84Q: 3 clusters Score -1.523796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -15237945.000000 Penalty: 5750.591309
	Iteration 85Q: 3 clusters Score -1.523794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -15237956.000000 Penalty: 5750.591309
	Iteration 86Q: 3 clusters Score -1.523796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -15237963.000000 Penalty: 5750.591309
	Iteration 87Q: 3 clusters Score -1.523796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86658 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -15237957.000000 Penalty: 5750.591309
	Iteration 88Q: 3 clusters Score -1.523796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -15237963.000000 Penalty: 5750.591309
	Iteration 89Q: 3 clusters Score -1.523796e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86655 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -15237956.000000 Penalty: 5750.591309
	Iteration 90Q: 3 clusters Score -1.523796e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -15237950.000000 Penalty: 5750.591309
	Iteration 91Q: 3 clusters Score -1.523795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86649 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -15237953.000000 Penalty: 5750.591309
	Iteration 92Q: 3 clusters Score -1.523795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86645 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -15237944.000000 Penalty: 5750.591309
	Iteration 93Q: 3 clusters Score -1.523794e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -15237948.000000 Penalty: 5750.591309
	Iteration 94Q: 3 clusters Score -1.523795e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86639 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -15237957.000000 Penalty: 5750.591309
	Iteration 95Q: 3 clusters Score -1.523796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -15237947.000000 Penalty: 5750.591309
	Iteration 96Q: 3 clusters Score -1.523795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86638 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -15237947.000000 Penalty: 5750.591309
	Iteration 97F: 3 clusters Score -1.523795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Entering Unmasked Estep 
Score: -3590206.500000 Penalty: 2515.272705
	Iteration 0F: 2 clusters Score -3590206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3572657.750000 Penalty: 5030.545410
	Iteration 0F: 3 clusters Score -3572658 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3578758.000000 Penalty: 5030.545410
	Iteration 1F: 3 clusters Score -3578758 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -3579211.000000 Penalty: 5030.545410
	Iteration 2F: 3 clusters Score -3579211 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3579645.000000 Penalty: 5030.545410
	Iteration 3Q: 3 clusters Score -3579645 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3580072.000000 Penalty: 5030.545410
	Iteration 4Q: 3 clusters Score -3580072 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -3580521.500000 Penalty: 5030.545410
	Iteration 5Q: 3 clusters Score -3580522 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3581020.500000 Penalty: 5030.545410
	Iteration 6Q: 3 clusters Score -3581020 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -3581630.000000 Penalty: 5030.545410
	Iteration 7Q: 3 clusters Score -3581630 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3582366.000000 Penalty: 5030.545410
	Iteration 8Q: 3 clusters Score -3582366 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3583258.750000 Penalty: 5030.545410
	Iteration 9F: 3 clusters Score -3583259 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3584161.000000 Penalty: 5030.545410
	Iteration 10F: 3 clusters Score -3584161 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -3584983.250000 Penalty: 5030.545410
	Iteration 11Q: 3 clusters Score -3584983 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -3585599.000000 Penalty: 5030.545410
	Iteration 12Q: 3 clusters Score -3585599 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3585999.250000 Penalty: 5030.545410
	Iteration 13Q: 3 clusters Score -3585999 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -3586262.000000 Penalty: 5030.545410
	Iteration 14Q: 3 clusters Score -3586262 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3586499.250000 Penalty: 5030.545410
	Iteration 15Q: 3 clusters Score -3586499 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -3586694.500000 Penalty: 5030.545410
	Iteration 16Q: 3 clusters Score -3586694 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3586848.000000 Penalty: 5030.545410
	Iteration 17Q: 3 clusters Score -3586848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3586991.250000 Penalty: 5030.545410
	Iteration 18Q: 3 clusters Score -3586991 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3587106.250000 Penalty: 5030.545410
	Iteration 19Q: 3 clusters Score -3587106 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -3587201.000000 Penalty: 5030.545410
	Iteration 20F: 3 clusters Score -3587201 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3587289.250000 Penalty: 5030.545410
	Iteration 21Q: 3 clusters Score -3587289 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3587365.000000 Penalty: 5030.545410
	Iteration 22Q: 3 clusters Score -3587365 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3587430.000000 Penalty: 5030.545410
	Iteration 23Q: 3 clusters Score -3587430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -3587488.250000 Penalty: 5030.545410
	Iteration 24Q: 3 clusters Score -3587488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3587534.500000 Penalty: 5030.545410
	Iteration 25Q: 3 clusters Score -3587534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3587595.750000 Penalty: 5030.545410
	Iteration 26Q: 3 clusters Score -3587596 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3587626.000000 Penalty: 5030.545410
	Iteration 27Q: 3 clusters Score -3587626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3587665.250000 Penalty: 5030.545410
	Iteration 28Q: 3 clusters Score -3587665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3587698.250000 Penalty: 5030.545410
	Iteration 29Q: 3 clusters Score -3587698 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3587739.750000 Penalty: 5030.545410
	Iteration 30Q: 3 clusters Score -3587740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3587770.250000 Penalty: 5030.545410
	Iteration 31Q: 3 clusters Score -3587770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3587793.750000 Penalty: 5030.545410
	Iteration 32Q: 3 clusters Score -3587794 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3587811.250000 Penalty: 5030.545410
	Iteration 33Q: 3 clusters Score -3587811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3587834.750000 Penalty: 5030.545410
	Iteration 34Q: 3 clusters Score -3587835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3587854.500000 Penalty: 5030.545410
	Iteration 35Q: 3 clusters Score -3587854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3587877.750000 Penalty: 5030.545410
	Iteration 36Q: 3 clusters Score -3587878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3587893.500000 Penalty: 5030.545410
	Iteration 37Q: 3 clusters Score -3587894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3587908.750000 Penalty: 5030.545410
	Iteration 38Q: 3 clusters Score -3587909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3587905.250000 Penalty: 5030.545410
	Iteration 39Q: 3 clusters Score -3587905 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3587928.000000 Penalty: 5030.545410
	Iteration 40F: 3 clusters Score -3587928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3587950.500000 Penalty: 5030.545410
	Iteration 41Q: 3 clusters Score -3587950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3587949.500000 Penalty: 5030.545410
	Iteration 42Q: 3 clusters Score -3587950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3587956.250000 Penalty: 5030.545410
	Iteration 43Q: 3 clusters Score -3587956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3587967.500000 Penalty: 5030.545410
	Iteration 44Q: 3 clusters Score -3587968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3587978.250000 Penalty: 5030.545410
	Iteration 45Q: 3 clusters Score -3587978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3587979.500000 Penalty: 5030.545410
	Iteration 46Q: 3 clusters Score -3587980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3587985.750000 Penalty: 5030.545410
	Iteration 47Q: 3 clusters Score -3587986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3587991.250000 Penalty: 5030.545410
	Iteration 48Q: 3 clusters Score -3587991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3587994.250000 Penalty: 5030.545410
	Iteration 49Q: 3 clusters Score -3587994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3587995.750000 Penalty: 5030.545410
	Iteration 50Q: 3 clusters Score -3587996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3587997.500000 Penalty: 5030.545410
	Iteration 51Q: 3 clusters Score -3587998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3588001.500000 Penalty: 5030.545410
	Iteration 52Q: 3 clusters Score -3588002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3588002.250000 Penalty: 5030.545410
	Iteration 53Q: 3 clusters Score -3588002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3588003.500000 Penalty: 5030.545410
	Iteration 54Q: 3 clusters Score -3588004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3588001.500000 Penalty: 5030.545410
	Iteration 55Q: 3 clusters Score -3588002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3588005.000000 Penalty: 5030.545410
	Iteration 56Q: 3 clusters Score -3588005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -3588011.750000 Penalty: 5030.545410
	Iteration 57Q: 3 clusters Score -3588012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3588012.500000 Penalty: 5030.545410
	Iteration 58Q: 3 clusters Score -3588012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3588014.250000 Penalty: 5030.545410
	Iteration 59Q: 3 clusters Score -3588014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3588016.000000 Penalty: 5030.545410
	Iteration 60F: 3 clusters Score -3588016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3588009.500000 Penalty: 5030.545410
	Iteration 61Q: 3 clusters Score -3588010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3588010.250000 Penalty: 5030.545410
	Iteration 62Q: 3 clusters Score -3588010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3588010.250000 Penalty: 5030.545410
	Iteration 63F: 3 clusters Score -3588010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -101733.914062 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -101733.9 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 413 members 
Entering Unmasked Estep 
Score: -99874.101562 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -99874.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -100211.890625 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -100211.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100486.382812 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -100486.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100925.281250 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -100925.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -101386.570312 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -101386.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101632.625000 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -101632.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -101889.601562 Penalty: 3334.424561
	Iteration 6F: 3 clusters Score -101889.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -102128.062500 Penalty: 3334.424561
	Iteration 7F: 3 clusters Score -102128.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102373.453125 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -102373.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102577.140625 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -102577.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102685.046875 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -102685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -102705.968750 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -102706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102713.929688 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -102713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -102713.929688 Penalty: 3334.424561
	Iteration 13F: 3 clusters Score -102713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 610 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110433 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 25393 members 
Mstep: Class 17 contains 221 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84916728.000000 Penalty: 59508.957031
Splitting cluster 17 changes total score from -84917360.000000 to -84916728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -259115.875000 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -259115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -256550.250000 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -256550.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -256938.062500 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -256938.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -257054.250000 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -257054.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -257128.968750 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -257129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257166.015625 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -257166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -257188.890625 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -257188.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -257202.656250 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -257202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -257215.531250 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -257215.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -257229.968750 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -257230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -257243.890625 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -257243.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -257250.093750 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -257250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -257255.531250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -257255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257258.203125 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -257258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -257262.546875 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -257262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -257264.468750 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -257264.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257266.734375 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -257266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257268.875000 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -257268.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -257268.875000 Penalty: 3736.446777
	Iteration 17F: 3 clusters Score -257268.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27666.765625 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27666.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26527.226562 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26527.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26629.476562 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26629.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26660.767578 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26660.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26684.523438 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26684.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26684.523438 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26684.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Entering Unmasked Estep 
Score: -19477014.000000 Penalty: 2936.997559
	Iteration 0F: 2 clusters Score -1.947701e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -19386504.000000 Penalty: 5873.995117
	Iteration 0F: 3 clusters Score -1.93865e+07 nChanged 66262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 68771 members 
Entering Unmasked Estep 
Score: -19425346.000000 Penalty: 5873.995117
	Iteration 1F: 3 clusters Score -1.942535e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 68128 members 
Entering Unmasked Estep 
Score: -19426754.000000 Penalty: 5873.995117
	Iteration 2Q: 3 clusters Score -1.942675e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -19428538.000000 Penalty: 5873.995117
	Iteration 3Q: 3 clusters Score -1.942854e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73229 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -19430954.000000 Penalty: 5873.995117
	Iteration 4Q: 3 clusters Score -1.943095e+07 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 63855 members 
Entering Unmasked Estep 
Score: -19434690.000000 Penalty: 5873.995117
	Iteration 5F: 3 clusters Score -1.943469e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 61006 members 
Entering Unmasked Estep 
Score: -19439802.000000 Penalty: 5873.995117
	Iteration 6F: 3 clusters Score -1.94398e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -19447198.000000 Penalty: 5873.995117
	Iteration 7F: 3 clusters Score -1.94472e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -19455596.000000 Penalty: 5873.995117
	Iteration 8F: 3 clusters Score -1.94556e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -19462346.000000 Penalty: 5873.995117
	Iteration 9F: 3 clusters Score -1.946235e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91285 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -19466164.000000 Penalty: 5873.995117
	Iteration 10Q: 3 clusters Score -1.946616e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -19468384.000000 Penalty: 5873.995117
	Iteration 11Q: 3 clusters Score -1.946838e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93973 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -19469704.000000 Penalty: 5873.995117
	Iteration 12Q: 3 clusters Score -1.94697e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -19470660.000000 Penalty: 5873.995117
	Iteration 13Q: 3 clusters Score -1.947066e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -19471284.000000 Penalty: 5873.995117
	Iteration 14Q: 3 clusters Score -1.947128e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96641 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -19471962.000000 Penalty: 5873.995117
	Iteration 15Q: 3 clusters Score -1.947196e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -19472398.000000 Penalty: 5873.995117
	Iteration 16Q: 3 clusters Score -1.94724e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98147 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -19472836.000000 Penalty: 5873.995117
	Iteration 17Q: 3 clusters Score -1.947284e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98874 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -19473112.000000 Penalty: 5873.995117
	Iteration 18Q: 3 clusters Score -1.947311e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -19473298.000000 Penalty: 5873.995117
	Iteration 19Q: 3 clusters Score -1.94733e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100194 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -19473440.000000 Penalty: 5873.995117
	Iteration 20F: 3 clusters Score -1.947344e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -19473524.000000 Penalty: 5873.995117
	Iteration 21Q: 3 clusters Score -1.947352e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101394 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -19473590.000000 Penalty: 5873.995117
	Iteration 22Q: 3 clusters Score -1.947359e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101952 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -19473742.000000 Penalty: 5873.995117
	Iteration 23Q: 3 clusters Score -1.947374e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -19473790.000000 Penalty: 5873.995117
	Iteration 24Q: 3 clusters Score -1.947379e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102987 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -19473856.000000 Penalty: 5873.995117
	Iteration 25Q: 3 clusters Score -1.947386e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -19473872.000000 Penalty: 5873.995117
	Iteration 26Q: 3 clusters Score -1.947387e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103916 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -19473874.000000 Penalty: 5873.995117
	Iteration 27Q: 3 clusters Score -1.947387e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104340 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -19473864.000000 Penalty: 5873.995117
	Iteration 28Q: 3 clusters Score -1.947386e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -19473886.000000 Penalty: 5873.995117
	Iteration 29Q: 3 clusters Score -1.947389e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -19473908.000000 Penalty: 5873.995117
	Iteration 30Q: 3 clusters Score -1.947391e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105597 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -19473932.000000 Penalty: 5873.995117
	Iteration 31Q: 3 clusters Score -1.947393e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106022 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -19473946.000000 Penalty: 5873.995117
	Iteration 32Q: 3 clusters Score -1.947395e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106431 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -19473912.000000 Penalty: 5873.995117
	Iteration 33Q: 3 clusters Score -1.947391e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106854 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -19473942.000000 Penalty: 5873.995117
	Iteration 34Q: 3 clusters Score -1.947394e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107226 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -19473888.000000 Penalty: 5873.995117
	Iteration 35Q: 3 clusters Score -1.947389e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107590 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -19473930.000000 Penalty: 5873.995117
	Iteration 36Q: 3 clusters Score -1.947393e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -19473902.000000 Penalty: 5873.995117
	Iteration 37Q: 3 clusters Score -1.94739e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108240 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -19473902.000000 Penalty: 5873.995117
	Iteration 38Q: 3 clusters Score -1.94739e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -19473918.000000 Penalty: 5873.995117
	Iteration 39Q: 3 clusters Score -1.947392e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108740 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -19473912.000000 Penalty: 5873.995117
	Iteration 40F: 3 clusters Score -1.947391e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -19473914.000000 Penalty: 5873.995117
	Iteration 41Q: 3 clusters Score -1.947391e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -19473904.000000 Penalty: 5873.995117
	Iteration 42Q: 3 clusters Score -1.94739e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109447 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -19473880.000000 Penalty: 5873.995117
	Iteration 43Q: 3 clusters Score -1.947388e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109685 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -19473892.000000 Penalty: 5873.995117
	Iteration 44Q: 3 clusters Score -1.947389e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109906 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -19473916.000000 Penalty: 5873.995117
	Iteration 45Q: 3 clusters Score -1.947392e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -19473916.000000 Penalty: 5873.995117
	Iteration 46Q: 3 clusters Score -1.947392e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110319 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -19473900.000000 Penalty: 5873.995117
	Iteration 47Q: 3 clusters Score -1.94739e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -19473884.000000 Penalty: 5873.995117
	Iteration 48Q: 3 clusters Score -1.947388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110650 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -19473868.000000 Penalty: 5873.995117
	Iteration 49Q: 3 clusters Score -1.947387e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -19473900.000000 Penalty: 5873.995117
	Iteration 50Q: 3 clusters Score -1.94739e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110942 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -19473906.000000 Penalty: 5873.995117
	Iteration 51Q: 3 clusters Score -1.947391e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111072 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -19473922.000000 Penalty: 5873.995117
	Iteration 52Q: 3 clusters Score -1.947392e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -19473924.000000 Penalty: 5873.995117
	Iteration 53Q: 3 clusters Score -1.947392e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111342 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -19473908.000000 Penalty: 5873.995117
	Iteration 54Q: 3 clusters Score -1.947391e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111475 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -19473896.000000 Penalty: 5873.995117
	Iteration 55Q: 3 clusters Score -1.94739e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -19473876.000000 Penalty: 5873.995117
	Iteration 56Q: 3 clusters Score -1.947388e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111760 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -19473892.000000 Penalty: 5873.995117
	Iteration 57Q: 3 clusters Score -1.947389e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -19473902.000000 Penalty: 5873.995117
	Iteration 58Q: 3 clusters Score -1.94739e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111999 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -19473906.000000 Penalty: 5873.995117
	Iteration 59Q: 3 clusters Score -1.947391e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112102 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -19473922.000000 Penalty: 5873.995117
	Iteration 60F: 3 clusters Score -1.947392e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -19473890.000000 Penalty: 5873.995117
	Iteration 61Q: 3 clusters Score -1.947389e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112321 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -19473860.000000 Penalty: 5873.995117
	Iteration 62Q: 3 clusters Score -1.947386e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -19473862.000000 Penalty: 5873.995117
	Iteration 63Q: 3 clusters Score -1.947386e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -19473858.000000 Penalty: 5873.995117
	Iteration 64Q: 3 clusters Score -1.947386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -19473896.000000 Penalty: 5873.995117
	Iteration 65Q: 3 clusters Score -1.94739e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112761 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -19473918.000000 Penalty: 5873.995117
	Iteration 66Q: 3 clusters Score -1.947392e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112871 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -19473908.000000 Penalty: 5873.995117
	Iteration 67Q: 3 clusters Score -1.947391e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112978 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -19473892.000000 Penalty: 5873.995117
	Iteration 68Q: 3 clusters Score -1.947389e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113084 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -19473914.000000 Penalty: 5873.995117
	Iteration 69Q: 3 clusters Score -1.947391e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113175 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -19473946.000000 Penalty: 5873.995117
	Iteration 70Q: 3 clusters Score -1.947395e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -19473922.000000 Penalty: 5873.995117
	Iteration 71Q: 3 clusters Score -1.947392e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113342 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -19473926.000000 Penalty: 5873.995117
	Iteration 72Q: 3 clusters Score -1.947393e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113432 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -19473928.000000 Penalty: 5873.995117
	Iteration 73Q: 3 clusters Score -1.947393e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113513 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -19473910.000000 Penalty: 5873.995117
	Iteration 74Q: 3 clusters Score -1.947391e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113584 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -19473910.000000 Penalty: 5873.995117
	Iteration 75Q: 3 clusters Score -1.947391e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113666 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -19473940.000000 Penalty: 5873.995117
	Iteration 76Q: 3 clusters Score -1.947394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -19473908.000000 Penalty: 5873.995117
	Iteration 77Q: 3 clusters Score -1.947391e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -19473976.000000 Penalty: 5873.995117
	Iteration 78Q: 3 clusters Score -1.947398e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113865 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -19473966.000000 Penalty: 5873.995117
	Iteration 79Q: 3 clusters Score -1.947397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -19473974.000000 Penalty: 5873.995117
	Iteration 80F: 3 clusters Score -1.947397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 81Q: 3 clusters Score -1.947396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114013 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 82Q: 3 clusters Score -1.947396e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 83Q: 3 clusters Score -1.947396e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114113 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -19473976.000000 Penalty: 5873.995117
	Iteration 84Q: 3 clusters Score -1.947398e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -19473978.000000 Penalty: 5873.995117
	Iteration 85Q: 3 clusters Score -1.947398e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114234 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -19473998.000000 Penalty: 5873.995117
	Iteration 86Q: 3 clusters Score -1.9474e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -19473978.000000 Penalty: 5873.995117
	Iteration 87Q: 3 clusters Score -1.947398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -19473988.000000 Penalty: 5873.995117
	Iteration 88Q: 3 clusters Score -1.947399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -19473998.000000 Penalty: 5873.995117
	Iteration 89Q: 3 clusters Score -1.9474e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -19473986.000000 Penalty: 5873.995117
	Iteration 90Q: 3 clusters Score -1.947399e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114485 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -19474006.000000 Penalty: 5873.995117
	Iteration 91Q: 3 clusters Score -1.947401e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -19474016.000000 Penalty: 5873.995117
	Iteration 92Q: 3 clusters Score -1.947402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114614 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -19474012.000000 Penalty: 5873.995117
	Iteration 93Q: 3 clusters Score -1.947401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114677 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -19473994.000000 Penalty: 5873.995117
	Iteration 94Q: 3 clusters Score -1.947399e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -19473994.000000 Penalty: 5873.995117
	Iteration 95Q: 3 clusters Score -1.947399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114803 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -19474010.000000 Penalty: 5873.995117
	Iteration 96Q: 3 clusters Score -1.947401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114845 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -19474002.000000 Penalty: 5873.995117
	Iteration 97Q: 3 clusters Score -1.9474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -19473982.000000 Penalty: 5873.995117
	Iteration 98Q: 3 clusters Score -1.947398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -19473982.000000 Penalty: 5873.995117
	Iteration 99Q: 3 clusters Score -1.947398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114976 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -19473972.000000 Penalty: 5873.995117
	Iteration 100F: 3 clusters Score -1.947397e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -19473982.000000 Penalty: 5873.995117
	Iteration 101Q: 3 clusters Score -1.947398e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115077 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -19473956.000000 Penalty: 5873.995117
	Iteration 102Q: 3 clusters Score -1.947396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115137 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -19473956.000000 Penalty: 5873.995117
	Iteration 103Q: 3 clusters Score -1.947396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115192 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 104Q: 3 clusters Score -1.947396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115250 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -19473972.000000 Penalty: 5873.995117
	Iteration 105Q: 3 clusters Score -1.947397e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115315 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -19473950.000000 Penalty: 5873.995117
	Iteration 106Q: 3 clusters Score -1.947395e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115391 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -19473962.000000 Penalty: 5873.995117
	Iteration 107Q: 3 clusters Score -1.947396e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115476 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -19473956.000000 Penalty: 5873.995117
	Iteration 108Q: 3 clusters Score -1.947396e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115564 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -19473934.000000 Penalty: 5873.995117
	Iteration 109Q: 3 clusters Score -1.947393e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -19473942.000000 Penalty: 5873.995117
	Iteration 110Q: 3 clusters Score -1.947394e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115685 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -19473950.000000 Penalty: 5873.995117
	Iteration 111Q: 3 clusters Score -1.947395e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115747 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -19473940.000000 Penalty: 5873.995117
	Iteration 112Q: 3 clusters Score -1.947394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115833 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -19473928.000000 Penalty: 5873.995117
	Iteration 113Q: 3 clusters Score -1.947393e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 114Q: 3 clusters Score -1.947396e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -19473960.000000 Penalty: 5873.995117
	Iteration 115Q: 3 clusters Score -1.947396e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -19474014.000000 Penalty: 5873.995117
	Iteration 116Q: 3 clusters Score -1.947401e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116187 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -19474036.000000 Penalty: 5873.995117
	Iteration 117Q: 3 clusters Score -1.947404e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116279 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -19474032.000000 Penalty: 5873.995117
	Iteration 118Q: 3 clusters Score -1.947403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -19474028.000000 Penalty: 5873.995117
	Iteration 119Q: 3 clusters Score -1.947403e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116472 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -19474036.000000 Penalty: 5873.995117
	Iteration 120F: 3 clusters Score -1.947404e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116581 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -19474070.000000 Penalty: 5873.995117
	Iteration 121Q: 3 clusters Score -1.947407e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116679 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -19474042.000000 Penalty: 5873.995117
	Iteration 122Q: 3 clusters Score -1.947404e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116774 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -19474038.000000 Penalty: 5873.995117
	Iteration 123Q: 3 clusters Score -1.947404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116856 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -19474010.000000 Penalty: 5873.995117
	Iteration 124Q: 3 clusters Score -1.947401e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -19474022.000000 Penalty: 5873.995117
	Iteration 125Q: 3 clusters Score -1.947402e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -19474028.000000 Penalty: 5873.995117
	Iteration 126Q: 3 clusters Score -1.947403e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -19474020.000000 Penalty: 5873.995117
	Iteration 127Q: 3 clusters Score -1.947402e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117237 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -19474030.000000 Penalty: 5873.995117
	Iteration 128Q: 3 clusters Score -1.947403e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117336 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -19474010.000000 Penalty: 5873.995117
	Iteration 129Q: 3 clusters Score -1.947401e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117417 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -19474034.000000 Penalty: 5873.995117
	Iteration 130Q: 3 clusters Score -1.947403e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117497 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -19474034.000000 Penalty: 5873.995117
	Iteration 131Q: 3 clusters Score -1.947403e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117585 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -19474044.000000 Penalty: 5873.995117
	Iteration 132Q: 3 clusters Score -1.947404e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -19474040.000000 Penalty: 5873.995117
	Iteration 133Q: 3 clusters Score -1.947404e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117809 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -19474014.000000 Penalty: 5873.995117
	Iteration 134Q: 3 clusters Score -1.947401e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -19474002.000000 Penalty: 5873.995117
	Iteration 135Q: 3 clusters Score -1.9474e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118017 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -19473954.000000 Penalty: 5873.995117
	Iteration 136Q: 3 clusters Score -1.947395e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118109 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -19473984.000000 Penalty: 5873.995117
	Iteration 137Q: 3 clusters Score -1.947398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118209 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -19473978.000000 Penalty: 5873.995117
	Iteration 138Q: 3 clusters Score -1.947398e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -19473946.000000 Penalty: 5873.995117
	Iteration 139Q: 3 clusters Score -1.947395e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118418 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -19473956.000000 Penalty: 5873.995117
	Iteration 140F: 3 clusters Score -1.947396e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -19473928.000000 Penalty: 5873.995117
	Iteration 141Q: 3 clusters Score -1.947393e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118611 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -19473940.000000 Penalty: 5873.995117
	Iteration 142Q: 3 clusters Score -1.947394e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118696 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -19473924.000000 Penalty: 5873.995117
	Iteration 143Q: 3 clusters Score -1.947392e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -19473944.000000 Penalty: 5873.995117
	Iteration 144Q: 3 clusters Score -1.947394e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118884 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -19473942.000000 Penalty: 5873.995117
	Iteration 145Q: 3 clusters Score -1.947394e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118971 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -19473944.000000 Penalty: 5873.995117
	Iteration 146Q: 3 clusters Score -1.947394e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119051 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -19473946.000000 Penalty: 5873.995117
	Iteration 147Q: 3 clusters Score -1.947395e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -19473962.000000 Penalty: 5873.995117
	Iteration 148Q: 3 clusters Score -1.947396e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119234 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -19473978.000000 Penalty: 5873.995117
	Iteration 149Q: 3 clusters Score -1.947398e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119340 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -19474016.000000 Penalty: 5873.995117
	Iteration 150Q: 3 clusters Score -1.947402e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -19474048.000000 Penalty: 5873.995117
	Iteration 151Q: 3 clusters Score -1.947405e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -19474002.000000 Penalty: 5873.995117
	Iteration 152Q: 3 clusters Score -1.9474e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -19473996.000000 Penalty: 5873.995117
	Iteration 153Q: 3 clusters Score -1.9474e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119729 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -19473990.000000 Penalty: 5873.995117
	Iteration 154Q: 3 clusters Score -1.947399e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119854 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -19474008.000000 Penalty: 5873.995117
	Iteration 155Q: 3 clusters Score -1.947401e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119990 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -19474018.000000 Penalty: 5873.995117
	Iteration 156Q: 3 clusters Score -1.947402e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120129 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -19474034.000000 Penalty: 5873.995117
	Iteration 157Q: 3 clusters Score -1.947403e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120252 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -19474072.000000 Penalty: 5873.995117
	Iteration 158Q: 3 clusters Score -1.947407e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120375 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -19474098.000000 Penalty: 5873.995117
	Iteration 159Q: 3 clusters Score -1.94741e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120516 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -19474086.000000 Penalty: 5873.995117
	Iteration 160F: 3 clusters Score -1.947409e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120675 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -19474106.000000 Penalty: 5873.995117
	Iteration 161Q: 3 clusters Score -1.947411e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120827 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -19474148.000000 Penalty: 5873.995117
	Iteration 162Q: 3 clusters Score -1.947415e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120978 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -19474164.000000 Penalty: 5873.995117
	Iteration 163Q: 3 clusters Score -1.947416e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121123 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -19474180.000000 Penalty: 5873.995117
	Iteration 164Q: 3 clusters Score -1.947418e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121284 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -19474164.000000 Penalty: 5873.995117
	Iteration 165Q: 3 clusters Score -1.947416e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -19474150.000000 Penalty: 5873.995117
	Iteration 166Q: 3 clusters Score -1.947415e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121595 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -19474178.000000 Penalty: 5873.995117
	Iteration 167Q: 3 clusters Score -1.947418e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -19474206.000000 Penalty: 5873.995117
	Iteration 168Q: 3 clusters Score -1.947421e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -19474188.000000 Penalty: 5873.995117
	Iteration 169Q: 3 clusters Score -1.947419e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121990 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -19474216.000000 Penalty: 5873.995117
	Iteration 170Q: 3 clusters Score -1.947422e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122121 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -19474236.000000 Penalty: 5873.995117
	Iteration 171Q: 3 clusters Score -1.947424e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -19474216.000000 Penalty: 5873.995117
	Iteration 172Q: 3 clusters Score -1.947422e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -19474178.000000 Penalty: 5873.995117
	Iteration 173Q: 3 clusters Score -1.947418e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -19474198.000000 Penalty: 5873.995117
	Iteration 174Q: 3 clusters Score -1.94742e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122622 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -19474228.000000 Penalty: 5873.995117
	Iteration 175Q: 3 clusters Score -1.947423e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122751 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -19474240.000000 Penalty: 5873.995117
	Iteration 176Q: 3 clusters Score -1.947424e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122883 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -19474216.000000 Penalty: 5873.995117
	Iteration 177Q: 3 clusters Score -1.947422e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123017 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -19474244.000000 Penalty: 5873.995117
	Iteration 178Q: 3 clusters Score -1.947424e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123135 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -19474224.000000 Penalty: 5873.995117
	Iteration 179Q: 3 clusters Score -1.947422e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -19474236.000000 Penalty: 5873.995117
	Iteration 180F: 3 clusters Score -1.947424e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123401 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -19474204.000000 Penalty: 5873.995117
	Iteration 181Q: 3 clusters Score -1.94742e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123541 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -19474234.000000 Penalty: 5873.995117
	Iteration 182Q: 3 clusters Score -1.947423e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123703 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -19474226.000000 Penalty: 5873.995117
	Iteration 183Q: 3 clusters Score -1.947423e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123845 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -19474212.000000 Penalty: 5873.995117
	Iteration 184Q: 3 clusters Score -1.947421e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -19474234.000000 Penalty: 5873.995117
	Iteration 185Q: 3 clusters Score -1.947423e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124139 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -19474246.000000 Penalty: 5873.995117
	Iteration 186Q: 3 clusters Score -1.947425e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124279 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -19474226.000000 Penalty: 5873.995117
	Iteration 187Q: 3 clusters Score -1.947423e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124430 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -19474278.000000 Penalty: 5873.995117
	Iteration 188Q: 3 clusters Score -1.947428e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124600 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -19474294.000000 Penalty: 5873.995117
	Iteration 189Q: 3 clusters Score -1.947429e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124742 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -19474320.000000 Penalty: 5873.995117
	Iteration 190Q: 3 clusters Score -1.947432e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124891 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -19474346.000000 Penalty: 5873.995117
	Iteration 191Q: 3 clusters Score -1.947435e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -19474322.000000 Penalty: 5873.995117
	Iteration 192Q: 3 clusters Score -1.947432e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125233 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -19474344.000000 Penalty: 5873.995117
	Iteration 193Q: 3 clusters Score -1.947434e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125411 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -19474364.000000 Penalty: 5873.995117
	Iteration 194Q: 3 clusters Score -1.947436e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125576 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -19474358.000000 Penalty: 5873.995117
	Iteration 195Q: 3 clusters Score -1.947436e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125731 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -19474332.000000 Penalty: 5873.995117
	Iteration 196Q: 3 clusters Score -1.947433e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125908 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -19474298.000000 Penalty: 5873.995117
	Iteration 197Q: 3 clusters Score -1.94743e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126111 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -19474324.000000 Penalty: 5873.995117
	Iteration 198Q: 3 clusters Score -1.947432e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126293 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -19474342.000000 Penalty: 5873.995117
	Iteration 199Q: 3 clusters Score -1.947434e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -19474328.000000 Penalty: 5873.995117
	Iteration 200F: 3 clusters Score -1.947433e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126711 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -19474340.000000 Penalty: 5873.995117
	Iteration 201Q: 3 clusters Score -1.947434e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126953 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -19474378.000000 Penalty: 5873.995117
	Iteration 202Q: 3 clusters Score -1.947438e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127172 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -19474392.000000 Penalty: 5873.995117
	Iteration 203Q: 3 clusters Score -1.947439e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127413 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -19474448.000000 Penalty: 5873.995117
	Iteration 204Q: 3 clusters Score -1.947445e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127619 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -19474486.000000 Penalty: 5873.995117
	Iteration 205Q: 3 clusters Score -1.947449e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127801 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -19474528.000000 Penalty: 5873.995117
	Iteration 206Q: 3 clusters Score -1.947453e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127997 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -19474554.000000 Penalty: 5873.995117
	Iteration 207Q: 3 clusters Score -1.947455e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128200 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -19474578.000000 Penalty: 5873.995117
	Iteration 208Q: 3 clusters Score -1.947458e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -19474610.000000 Penalty: 5873.995117
	Iteration 209Q: 3 clusters Score -1.947461e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128522 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -19474648.000000 Penalty: 5873.995117
	Iteration 210Q: 3 clusters Score -1.947465e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128674 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -19474656.000000 Penalty: 5873.995117
	Iteration 211Q: 3 clusters Score -1.947466e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -19474696.000000 Penalty: 5873.995117
	Iteration 212Q: 3 clusters Score -1.94747e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -19474716.000000 Penalty: 5873.995117
	Iteration 213Q: 3 clusters Score -1.947472e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129130 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -19474782.000000 Penalty: 5873.995117
	Iteration 214Q: 3 clusters Score -1.947478e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129285 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -19474788.000000 Penalty: 5873.995117
	Iteration 215Q: 3 clusters Score -1.947479e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129442 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -19474804.000000 Penalty: 5873.995117
	Iteration 216Q: 3 clusters Score -1.94748e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129591 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -19474852.000000 Penalty: 5873.995117
	Iteration 217Q: 3 clusters Score -1.947485e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129722 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -19474862.000000 Penalty: 5873.995117
	Iteration 218Q: 3 clusters Score -1.947486e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -19474872.000000 Penalty: 5873.995117
	Iteration 219Q: 3 clusters Score -1.947487e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129967 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -19474870.000000 Penalty: 5873.995117
	Iteration 220F: 3 clusters Score -1.947487e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130089 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -19474848.000000 Penalty: 5873.995117
	Iteration 221Q: 3 clusters Score -1.947485e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -19474872.000000 Penalty: 5873.995117
	Iteration 222Q: 3 clusters Score -1.947487e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130322 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -19474866.000000 Penalty: 5873.995117
	Iteration 223Q: 3 clusters Score -1.947487e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130444 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -19474864.000000 Penalty: 5873.995117
	Iteration 224Q: 3 clusters Score -1.947486e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130559 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -19474898.000000 Penalty: 5873.995117
	Iteration 225Q: 3 clusters Score -1.94749e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130688 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -19474876.000000 Penalty: 5873.995117
	Iteration 226Q: 3 clusters Score -1.947488e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130817 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -19474882.000000 Penalty: 5873.995117
	Iteration 227Q: 3 clusters Score -1.947488e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -19474938.000000 Penalty: 5873.995117
	Iteration 228Q: 3 clusters Score -1.947494e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -19474978.000000 Penalty: 5873.995117
	Iteration 229Q: 3 clusters Score -1.947498e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131138 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -19474972.000000 Penalty: 5873.995117
	Iteration 230Q: 3 clusters Score -1.947497e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -19474964.000000 Penalty: 5873.995117
	Iteration 231Q: 3 clusters Score -1.947496e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131335 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -19474986.000000 Penalty: 5873.995117
	Iteration 232Q: 3 clusters Score -1.947499e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131439 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -19474986.000000 Penalty: 5873.995117
	Iteration 233Q: 3 clusters Score -1.947499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -19474962.000000 Penalty: 5873.995117
	Iteration 234Q: 3 clusters Score -1.947496e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -19474956.000000 Penalty: 5873.995117
	Iteration 235Q: 3 clusters Score -1.947496e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131731 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -19474982.000000 Penalty: 5873.995117
	Iteration 236Q: 3 clusters Score -1.947498e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131824 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -19474994.000000 Penalty: 5873.995117
	Iteration 237Q: 3 clusters Score -1.947499e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131895 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -19474994.000000 Penalty: 5873.995117
	Iteration 238Q: 3 clusters Score -1.947499e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131963 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -19475008.000000 Penalty: 5873.995117
	Iteration 239Q: 3 clusters Score -1.947501e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -19475000.000000 Penalty: 5873.995117
	Iteration 240F: 3 clusters Score -1.9475e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132078 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -19475016.000000 Penalty: 5873.995117
	Iteration 241Q: 3 clusters Score -1.947502e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -19474990.000000 Penalty: 5873.995117
	Iteration 242Q: 3 clusters Score -1.947499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132185 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -19474998.000000 Penalty: 5873.995117
	Iteration 243Q: 3 clusters Score -1.9475e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132250 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -19475012.000000 Penalty: 5873.995117
	Iteration 244Q: 3 clusters Score -1.947501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132319 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -19475022.000000 Penalty: 5873.995117
	Iteration 245Q: 3 clusters Score -1.947502e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132381 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -19475044.000000 Penalty: 5873.995117
	Iteration 246Q: 3 clusters Score -1.947504e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132440 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -19475048.000000 Penalty: 5873.995117
	Iteration 247Q: 3 clusters Score -1.947505e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132485 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -19475046.000000 Penalty: 5873.995117
	Iteration 248Q: 3 clusters Score -1.947505e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132529 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -19475062.000000 Penalty: 5873.995117
	Iteration 249Q: 3 clusters Score -1.947506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132563 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 250Q: 3 clusters Score -1.947506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132599 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -19475058.000000 Penalty: 5873.995117
	Iteration 251Q: 3 clusters Score -1.947506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132624 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -19475044.000000 Penalty: 5873.995117
	Iteration 252Q: 3 clusters Score -1.947504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -19475048.000000 Penalty: 5873.995117
	Iteration 253Q: 3 clusters Score -1.947505e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -19475056.000000 Penalty: 5873.995117
	Iteration 254Q: 3 clusters Score -1.947506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -19475050.000000 Penalty: 5873.995117
	Iteration 255Q: 3 clusters Score -1.947505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132694 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -19475048.000000 Penalty: 5873.995117
	Iteration 256Q: 3 clusters Score -1.947505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132706 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 257Q: 3 clusters Score -1.947506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -19475054.000000 Penalty: 5873.995117
	Iteration 258Q: 3 clusters Score -1.947505e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132735 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -19475064.000000 Penalty: 5873.995117
	Iteration 259Q: 3 clusters Score -1.947506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132747 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 260F: 3 clusters Score -1.947506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132762 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -19475068.000000 Penalty: 5873.995117
	Iteration 261Q: 3 clusters Score -1.947507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132769 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -19475072.000000 Penalty: 5873.995117
	Iteration 262Q: 3 clusters Score -1.947507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132779 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -19475068.000000 Penalty: 5873.995117
	Iteration 263Q: 3 clusters Score -1.947507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132786 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -19475056.000000 Penalty: 5873.995117
	Iteration 264Q: 3 clusters Score -1.947506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132794 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -19475058.000000 Penalty: 5873.995117
	Iteration 265Q: 3 clusters Score -1.947506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132803 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -19475052.000000 Penalty: 5873.995117
	Iteration 266Q: 3 clusters Score -1.947505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132807 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 267Q: 3 clusters Score -1.947506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132812 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -19475052.000000 Penalty: 5873.995117
	Iteration 268Q: 3 clusters Score -1.947505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132818 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -19475058.000000 Penalty: 5873.995117
	Iteration 269Q: 3 clusters Score -1.947506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132826 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 270Q: 3 clusters Score -1.947506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132831 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -19475066.000000 Penalty: 5873.995117
	Iteration 271Q: 3 clusters Score -1.947507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132834 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -19475074.000000 Penalty: 5873.995117
	Iteration 272Q: 3 clusters Score -1.947507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132836 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -19475076.000000 Penalty: 5873.995117
	Iteration 273Q: 3 clusters Score -1.947508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132843 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -19475066.000000 Penalty: 5873.995117
	Iteration 274Q: 3 clusters Score -1.947507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132850 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -19475074.000000 Penalty: 5873.995117
	Iteration 275Q: 3 clusters Score -1.947507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132858 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -19475060.000000 Penalty: 5873.995117
	Iteration 276Q: 3 clusters Score -1.947506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132863 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -19475050.000000 Penalty: 5873.995117
	Iteration 277Q: 3 clusters Score -1.947505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132864 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -19475050.000000 Penalty: 5873.995117
	Iteration 278Q: 3 clusters Score -1.947505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -19475052.000000 Penalty: 5873.995117
	Iteration 279Q: 3 clusters Score -1.947505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -19475058.000000 Penalty: 5873.995117
	Iteration 280F: 3 clusters Score -1.947506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Entering Unmasked Estep 
Score: -4039544.000000 Penalty: 2553.701660
	Iteration 0F: 2 clusters Score -4039544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -4019215.250000 Penalty: 5107.403320
	Iteration 0F: 3 clusters Score -4019215 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4026436.500000 Penalty: 5107.403320
	Iteration 1F: 3 clusters Score -4026436 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4026842.750000 Penalty: 5107.403320
	Iteration 2Q: 3 clusters Score -4026843 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -4027336.250000 Penalty: 5107.403320
	Iteration 3Q: 3 clusters Score -4027336 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4028062.250000 Penalty: 5107.403320
	Iteration 4Q: 3 clusters Score -4028062 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4028975.250000 Penalty: 5107.403320
	Iteration 5F: 3 clusters Score -4028975 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4029925.750000 Penalty: 5107.403320
	Iteration 6F: 3 clusters Score -4029926 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -4030894.750000 Penalty: 5107.403320
	Iteration 7F: 3 clusters Score -4030895 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4031919.500000 Penalty: 5107.403320
	Iteration 8F: 3 clusters Score -4031920 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4033019.250000 Penalty: 5107.403320
	Iteration 9F: 3 clusters Score -4033019 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4034106.500000 Penalty: 5107.403320
	Iteration 10F: 3 clusters Score -4034106 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4035015.000000 Penalty: 5107.403320
	Iteration 11F: 3 clusters Score -4035015 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4035644.000000 Penalty: 5107.403320
	Iteration 12Q: 3 clusters Score -4035644 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4036035.500000 Penalty: 5107.403320
	Iteration 13Q: 3 clusters Score -4036036 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4036301.750000 Penalty: 5107.403320
	Iteration 14Q: 3 clusters Score -4036302 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4036536.500000 Penalty: 5107.403320
	Iteration 15Q: 3 clusters Score -4036536 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4036751.250000 Penalty: 5107.403320
	Iteration 16Q: 3 clusters Score -4036751 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4036991.500000 Penalty: 5107.403320
	Iteration 17Q: 3 clusters Score -4036992 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -4037198.750000 Penalty: 5107.403320
	Iteration 18Q: 3 clusters Score -4037199 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4037393.000000 Penalty: 5107.403320
	Iteration 19Q: 3 clusters Score -4037393 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -4037582.500000 Penalty: 5107.403320
	Iteration 20F: 3 clusters Score -4037582 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4037792.500000 Penalty: 5107.403320
	Iteration 21Q: 3 clusters Score -4037792 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -4038011.500000 Penalty: 5107.403320
	Iteration 22Q: 3 clusters Score -4038012 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4038258.250000 Penalty: 5107.403320
	Iteration 23Q: 3 clusters Score -4038258 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4038533.250000 Penalty: 5107.403320
	Iteration 24Q: 3 clusters Score -4038533 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4038867.500000 Penalty: 5107.403320
	Iteration 25Q: 3 clusters Score -4038868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -4039081.000000 Penalty: 5107.403320
	Iteration 26Q: 3 clusters Score -4039081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -4039119.250000 Penalty: 5107.403320
	Iteration 27Q: 3 clusters Score -4039119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4039141.000000 Penalty: 5107.403320
	Iteration 28Q: 3 clusters Score -4039141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4039144.000000 Penalty: 5107.403320
	Iteration 29Q: 3 clusters Score -4039144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -4039149.000000 Penalty: 5107.403320
	Iteration 30Q: 3 clusters Score -4039149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4039153.750000 Penalty: 5107.403320
	Iteration 31Q: 3 clusters Score -4039154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -4039150.750000 Penalty: 5107.403320
	Iteration 32Q: 3 clusters Score -4039151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4039151.000000 Penalty: 5107.403320
	Iteration 33Q: 3 clusters Score -4039151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4039152.250000 Penalty: 5107.403320
	Iteration 34Q: 3 clusters Score -4039152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -4039153.750000 Penalty: 5107.403320
	Iteration 35Q: 3 clusters Score -4039154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4039155.750000 Penalty: 5107.403320
	Iteration 36Q: 3 clusters Score -4039156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4039158.750000 Penalty: 5107.403320
	Iteration 37Q: 3 clusters Score -4039159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4039158.500000 Penalty: 5107.403320
	Iteration 38Q: 3 clusters Score -4039158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -4039155.250000 Penalty: 5107.403320
	Iteration 39Q: 3 clusters Score -4039155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4039159.750000 Penalty: 5107.403320
	Iteration 40F: 3 clusters Score -4039160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4039156.500000 Penalty: 5107.403320
	Iteration 41Q: 3 clusters Score -4039156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4039157.500000 Penalty: 5107.403320
	Iteration 42Q: 3 clusters Score -4039158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4039158.500000 Penalty: 5107.403320
	Iteration 43Q: 3 clusters Score -4039158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4039158.500000 Penalty: 5107.403320
	Iteration 44F: 3 clusters Score -4039158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110433 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108438 members 
Mstep: Class 16 contains 25393 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917368.000000 Penalty: 56202.902344
Iteration 159Q: 18 clusters Score -8.491737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30260 members 
Mstep: Class 9 contains 110432 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160189 members 
Mstep: Class 15 contains 108437 members 
Mstep: Class 16 contains 25394 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139069 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917360.000000 Penalty: 56202.902344
Iteration 160F: 18 clusters Score -8.491736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110433 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160188 members 
Mstep: Class 15 contains 108437 members 
Mstep: Class 16 contains 25394 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139067 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917392.000000 Penalty: 56202.902344
Iteration 161Q: 18 clusters Score -8.491739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108436 members 
Mstep: Class 16 contains 25395 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139067 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917392.000000 Penalty: 56202.902344
Iteration 162Q: 18 clusters Score -8.491739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108434 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139068 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917392.000000 Penalty: 56202.902344
Iteration 163Q: 18 clusters Score -8.491739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917392.000000 Penalty: 56202.902344
Iteration 164Q: 18 clusters Score -8.491739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108431 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139071 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917416.000000 Penalty: 56202.902344
Iteration 165Q: 18 clusters Score -8.491742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917424.000000 Penalty: 56202.902344
Iteration 166Q: 18 clusters Score -8.491742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917424.000000 Penalty: 56202.902344
Iteration 167F: 18 clusters Score -8.491742e+07 nChanged 0
Entering ConstructFrom: 
Score: -84917424.000000 Penalty: 56202.902344
Entering ConstructFrom: 
Trying to split cluster 1 (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: -67358.453125 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -67358.45 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 292 members 
Entering Unmasked Estep 
Score: -65853.156250 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -65853.16 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66291.281250 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -66291.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66673.429688 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -66673.43 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67017.562500 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -67017.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -67291.585938 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -67291.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67603.375000 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -67603.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67818.437500 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -67818.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67942.601562 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -67942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67942.601562 Penalty: 3137.770020
	Iteration 8F: 3 clusters Score -67942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 407 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84916272.000000 Penalty: 59508.957031
Splitting cluster 1 changes total score from -84917424.000000 to -84916272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -269674.281250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -269674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267058.312500 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -267058.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -267533.156250 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -267533.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -267651.968750 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -267652 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267718.062500 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -267718.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -267755.281250 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -267755.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -267779.437500 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -267779.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -267795.593750 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -267795.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -267803.500000 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -267803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -267806.218750 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -267806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -267810.718750 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -267810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -267813.312500 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -267813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -267815.218750 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -267815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267816.406250 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -267816.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267817.343750 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -267817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -267817.687500 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -267817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -267817.843750 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -267817.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -267817.843750 Penalty: 3756.216553
	Iteration 16F: 3 clusters Score -267817.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -205400.921875 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -205400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -203110.718750 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -203110.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203453.968750 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -203454 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -203561.484375 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -203561.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203612.781250 Penalty: 3621.034424
	Iteration 3Q: 3 clusters Score -203612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203642.046875 Penalty: 3621.034424
	Iteration 4Q: 3 clusters Score -203642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203667.531250 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -203667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203684.953125 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -203685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203695.640625 Penalty: 3621.034424
	Iteration 7Q: 3 clusters Score -203695.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -203706.484375 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -203706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203718.546875 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -203718.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203729.203125 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -203729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203738.671875 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -203738.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203748.687500 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -203748.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203757.375000 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -203757.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -203760.093750 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -203760.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203761.609375 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -203761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203764.093750 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -203764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203764.953125 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -203765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203765.968750 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -203766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203766.578125 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -203766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -203766.578125 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -203766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -420239.093750 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -420239.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -416982.531250 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -416982.5 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -417616.687500 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -417616.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -417762.156250 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -417762.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -417840.875000 Penalty: 3968.339600
	Iteration 3Q: 3 clusters Score -417840.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -417881.000000 Penalty: 3968.339600
	Iteration 4Q: 3 clusters Score -417881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -417922.625000 Penalty: 3968.339600
	Iteration 5Q: 3 clusters Score -417922.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -417949.218750 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -417949.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -417966.375000 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -417966.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -417983.656250 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -417983.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -417999.718750 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -417999.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -418008.343750 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -418008.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -418015.562500 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -418015.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -418021.656250 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -418021.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418029.875000 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -418029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -418036.718750 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -418036.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -418041.343750 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -418041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -418045.500000 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -418045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418047.187500 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -418047.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -418048.687500 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -418048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -418049.281250 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -418049.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -418049.875000 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -418049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -418052.781250 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -418052.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -418054.562500 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -418054.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -418056.750000 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -418056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -418058.781250 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -418058.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -418064.343750 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -418064.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -418069.468750 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -418069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -418071.625000 Penalty: 3968.339600
	Iteration 27Q: 3 clusters Score -418071.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -418076.843750 Penalty: 3968.339600
	Iteration 28Q: 3 clusters Score -418076.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -418080.750000 Penalty: 3968.339600
	Iteration 29Q: 3 clusters Score -418080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -418083.968750 Penalty: 3968.339600
	Iteration 30Q: 3 clusters Score -418084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -418085.781250 Penalty: 3968.339600
	Iteration 31Q: 3 clusters Score -418085.8 nChanged 5
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: -418088.406250 Penalty: 3968.339600
	Iteration 32Q: 3 clusters Score -418088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -418088.750000 Penalty: 3968.339600
	Iteration 33Q: 3 clusters Score -418088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -418088.750000 Penalty: 3968.339600
	Iteration 34F: 3 clusters Score -418088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -65818.734375 Penalty: 1564.408325
	Iteration 0F: 2 clusters Score -65818.73 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 285 members 
Entering Unmasked Estep 
Score: -64325.375000 Penalty: 3128.816650
	Iteration 0F: 3 clusters Score -64325.38 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64621.183594 Penalty: 3128.816650
	Iteration 1F: 3 clusters Score -64621.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -64774.132812 Penalty: 3128.816650
	Iteration 2F: 3 clusters Score -64774.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -64921.398438 Penalty: 3128.816650
	Iteration 3Q: 3 clusters Score -64921.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65030.636719 Penalty: 3128.816650
	Iteration 4F: 3 clusters Score -65030.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -65177.257812 Penalty: 3128.816650
	Iteration 5F: 3 clusters Score -65177.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -65355.839844 Penalty: 3128.816650
	Iteration 6F: 3 clusters Score -65355.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65554.406250 Penalty: 3128.816650
	Iteration 7Q: 3 clusters Score -65554.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65604.320312 Penalty: 3128.816650
	Iteration 8Q: 3 clusters Score -65604.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -65669.078125 Penalty: 3128.816650
	Iteration 9Q: 3 clusters Score -65669.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -65714.414062 Penalty: 3128.816650
	Iteration 10Q: 3 clusters Score -65714.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -65742.359375 Penalty: 3128.816650
	Iteration 11Q: 3 clusters Score -65742.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -65764.210938 Penalty: 3128.816650
	Iteration 12Q: 3 clusters Score -65764.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -65791.117188 Penalty: 3128.816650
	Iteration 13Q: 3 clusters Score -65791.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -65813.921875 Penalty: 3128.816650
	Iteration 14Q: 3 clusters Score -65813.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -65864.320312 Penalty: 3128.816650
	Iteration 15Q: 3 clusters Score -65864.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -65941.554688 Penalty: 3128.816650
	Iteration 16Q: 3 clusters Score -65941.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66112.890625 Penalty: 3128.816650
	Iteration 17Q: 3 clusters Score -66112.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66138.507812 Penalty: 3128.816650
	Iteration 18Q: 3 clusters Score -66138.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66138.507812 Penalty: 3128.816650
	Iteration 19F: 3 clusters Score -66138.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 391 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 158 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84915968.000000 Penalty: 59508.957031
Splitting cluster 5 changes total score from -84917424.000000 to -84915968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -89859.929688 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -89859.93 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 364 members 
Entering Unmasked Estep 
Score: -88158.929688 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -88158.93 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88412.890625 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -88412.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88483.476562 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -88483.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88520.656250 Penalty: 3266.741211
	Iteration 3Q: 3 clusters Score -88520.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88541.632812 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -88541.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88558.015625 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -88558.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88577.812500 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -88577.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88602.492188 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -88602.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88637.492188 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -88637.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -88685.101562 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -88685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88738.031250 Penalty: 3266.741211
	Iteration 10Q: 3 clusters Score -88738.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88819.085938 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -88819.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88979.718750 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -88979.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89155.429688 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -89155.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89273.648438 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -89273.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89317.148438 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -89317.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89345.921875 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -89345.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89380.796875 Penalty: 3266.741211
	Iteration 17Q: 3 clusters Score -89380.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89518.718750 Penalty: 3266.741211
	Iteration 18Q: 3 clusters Score -89518.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89820.000000 Penalty: 3266.741211
	Iteration 19Q: 3 clusters Score -89820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -90234.843750 Penalty: 3266.741211
	Iteration 20F: 3 clusters Score -90234.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -90408.953125 Penalty: 3266.741211
	Iteration 21Q: 3 clusters Score -90408.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90524.164062 Penalty: 3266.741211
	Iteration 22Q: 3 clusters Score -90524.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90686.101562 Penalty: 3266.741211
	Iteration 23Q: 3 clusters Score -90686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90741.023438 Penalty: 3266.741211
	Iteration 24Q: 3 clusters Score -90741.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90741.023438 Penalty: 3266.741211
	Iteration 25F: 3 clusters Score -90741.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 406 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 831 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84916568.000000 Penalty: 59508.957031
Splitting cluster 6 changes total score from -84917424.000000 to -84916568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (30262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Entering Unmasked Estep 
Score: -4291381.000000 Penalty: 2558.776611
	Iteration 0F: 2 clusters Score -4291381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -4270554.000000 Penalty: 5117.553223
	Iteration 0F: 3 clusters Score -4270554 nChanged 13747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4278176.500000 Penalty: 5117.553223
	Iteration 1F: 3 clusters Score -4278176 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4279036.000000 Penalty: 5117.553223
	Iteration 2F: 3 clusters Score -4279036 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4280118.000000 Penalty: 5117.553223
	Iteration 3F: 3 clusters Score -4280118 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -4281496.000000 Penalty: 5117.553223
	Iteration 4F: 3 clusters Score -4281496 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -4283235.500000 Penalty: 5117.553223
	Iteration 5F: 3 clusters Score -4283236 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -4285023.500000 Penalty: 5117.553223
	Iteration 6F: 3 clusters Score -4285024 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4286604.500000 Penalty: 5117.553223
	Iteration 7F: 3 clusters Score -4286604 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -4287613.500000 Penalty: 5117.553223
	Iteration 8Q: 3 clusters Score -4287614 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -4288085.000000 Penalty: 5117.553223
	Iteration 9Q: 3 clusters Score -4288085 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -4288295.500000 Penalty: 5117.553223
	Iteration 10Q: 3 clusters Score -4288296 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -4288429.500000 Penalty: 5117.553223
	Iteration 11Q: 3 clusters Score -4288430 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -4288527.500000 Penalty: 5117.553223
	Iteration 12Q: 3 clusters Score -4288528 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4288608.500000 Penalty: 5117.553223
	Iteration 13Q: 3 clusters Score -4288608 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4288692.500000 Penalty: 5117.553223
	Iteration 14Q: 3 clusters Score -4288692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4288755.000000 Penalty: 5117.553223
	Iteration 15Q: 3 clusters Score -4288755 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4288808.000000 Penalty: 5117.553223
	Iteration 16Q: 3 clusters Score -4288808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4288848.500000 Penalty: 5117.553223
	Iteration 17Q: 3 clusters Score -4288848 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4288917.000000 Penalty: 5117.553223
	Iteration 18Q: 3 clusters Score -4288917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4288956.500000 Penalty: 5117.553223
	Iteration 19Q: 3 clusters Score -4288956 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4288998.000000 Penalty: 5117.553223
	Iteration 20F: 3 clusters Score -4288998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4289014.500000 Penalty: 5117.553223
	Iteration 21Q: 3 clusters Score -4289014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4289045.500000 Penalty: 5117.553223
	Iteration 22Q: 3 clusters Score -4289046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4289055.000000 Penalty: 5117.553223
	Iteration 23Q: 3 clusters Score -4289055 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4289078.500000 Penalty: 5117.553223
	Iteration 24Q: 3 clusters Score -4289078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4289108.000000 Penalty: 5117.553223
	Iteration 25Q: 3 clusters Score -4289108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4289110.000000 Penalty: 5117.553223
	Iteration 26Q: 3 clusters Score -4289110 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4289124.500000 Penalty: 5117.553223
	Iteration 27Q: 3 clusters Score -4289124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4289165.500000 Penalty: 5117.553223
	Iteration 28Q: 3 clusters Score -4289166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4289174.500000 Penalty: 5117.553223
	Iteration 29Q: 3 clusters Score -4289174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4289181.500000 Penalty: 5117.553223
	Iteration 30Q: 3 clusters Score -4289182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4289194.500000 Penalty: 5117.553223
	Iteration 31Q: 3 clusters Score -4289194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4289202.500000 Penalty: 5117.553223
	Iteration 32Q: 3 clusters Score -4289202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4289208.500000 Penalty: 5117.553223
	Iteration 33Q: 3 clusters Score -4289208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4289223.500000 Penalty: 5117.553223
	Iteration 34Q: 3 clusters Score -4289224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4289232.000000 Penalty: 5117.553223
	Iteration 35Q: 3 clusters Score -4289232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4289238.500000 Penalty: 5117.553223
	Iteration 36Q: 3 clusters Score -4289238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4289257.000000 Penalty: 5117.553223
	Iteration 37Q: 3 clusters Score -4289257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4289267.500000 Penalty: 5117.553223
	Iteration 38Q: 3 clusters Score -4289268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4289272.000000 Penalty: 5117.553223
	Iteration 39Q: 3 clusters Score -4289272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4289280.000000 Penalty: 5117.553223
	Iteration 40F: 3 clusters Score -4289280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4289278.500000 Penalty: 5117.553223
	Iteration 41Q: 3 clusters Score -4289278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4289296.500000 Penalty: 5117.553223
	Iteration 42Q: 3 clusters Score -4289296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4289292.500000 Penalty: 5117.553223
	Iteration 43Q: 3 clusters Score -4289292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4289314.500000 Penalty: 5117.553223
	Iteration 44Q: 3 clusters Score -4289314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4289317.000000 Penalty: 5117.553223
	Iteration 45Q: 3 clusters Score -4289317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4289323.000000 Penalty: 5117.553223
	Iteration 46Q: 3 clusters Score -4289323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4289327.000000 Penalty: 5117.553223
	Iteration 47Q: 3 clusters Score -4289327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4289330.000000 Penalty: 5117.553223
	Iteration 48Q: 3 clusters Score -4289330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4289342.500000 Penalty: 5117.553223
	Iteration 49Q: 3 clusters Score -4289342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4289346.500000 Penalty: 5117.553223
	Iteration 50Q: 3 clusters Score -4289346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4289349.500000 Penalty: 5117.553223
	Iteration 51Q: 3 clusters Score -4289350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4289365.000000 Penalty: 5117.553223
	Iteration 52Q: 3 clusters Score -4289365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4289365.500000 Penalty: 5117.553223
	Iteration 53Q: 3 clusters Score -4289366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4289367.500000 Penalty: 5117.553223
	Iteration 54Q: 3 clusters Score -4289368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4289370.000000 Penalty: 5117.553223
	Iteration 55Q: 3 clusters Score -4289370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4289367.500000 Penalty: 5117.553223
	Iteration 56Q: 3 clusters Score -4289368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4289372.500000 Penalty: 5117.553223
	Iteration 57Q: 3 clusters Score -4289372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4289371.000000 Penalty: 5117.553223
	Iteration 58Q: 3 clusters Score -4289371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4289375.000000 Penalty: 5117.553223
	Iteration 59Q: 3 clusters Score -4289375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4289382.500000 Penalty: 5117.553223
	Iteration 60F: 3 clusters Score -4289382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4289390.000000 Penalty: 5117.553223
	Iteration 61Q: 3 clusters Score -4289390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4289390.500000 Penalty: 5117.553223
	Iteration 62Q: 3 clusters Score -4289390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4289394.000000 Penalty: 5117.553223
	Iteration 63Q: 3 clusters Score -4289394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4289395.500000 Penalty: 5117.553223
	Iteration 64Q: 3 clusters Score -4289396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4289393.500000 Penalty: 5117.553223
	Iteration 65Q: 3 clusters Score -4289394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4289396.500000 Penalty: 5117.553223
	Iteration 66Q: 3 clusters Score -4289396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4289397.500000 Penalty: 5117.553223
	Iteration 67Q: 3 clusters Score -4289398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4289396.000000 Penalty: 5117.553223
	Iteration 68Q: 3 clusters Score -4289396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4289395.000000 Penalty: 5117.553223
	Iteration 69Q: 3 clusters Score -4289395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4289394.500000 Penalty: 5117.553223
	Iteration 70Q: 3 clusters Score -4289394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4289394.500000 Penalty: 5117.553223
	Iteration 71Q: 3 clusters Score -4289394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4289397.500000 Penalty: 5117.553223
	Iteration 72Q: 3 clusters Score -4289398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4289395.000000 Penalty: 5117.553223
	Iteration 73Q: 3 clusters Score -4289395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4289396.000000 Penalty: 5117.553223
	Iteration 74Q: 3 clusters Score -4289396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4289396.000000 Penalty: 5117.553223
	Iteration 75Q: 3 clusters Score -4289396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4289393.000000 Penalty: 5117.553223
	Iteration 76Q: 3 clusters Score -4289393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4289394.500000 Penalty: 5117.553223
	Iteration 77Q: 3 clusters Score -4289394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4289394.500000 Penalty: 5117.553223
	Iteration 78F: 3 clusters Score -4289394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Entering Unmasked Estep 
Score: -15429765.000000 Penalty: 2879.818848
	Iteration 0F: 2 clusters Score -1.542976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55174 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -15356155.000000 Penalty: 5759.637695
	Iteration 0F: 3 clusters Score -1.535616e+07 nChanged 52275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -15386025.000000 Penalty: 5759.637695
	Iteration 1F: 3 clusters Score -1.538602e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -15386467.000000 Penalty: 5759.637695
	Iteration 2Q: 3 clusters Score -1.538647e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -15387154.000000 Penalty: 5759.637695
	Iteration 3Q: 3 clusters Score -1.538715e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -15388081.000000 Penalty: 5759.637695
	Iteration 4Q: 3 clusters Score -1.538808e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -15389235.000000 Penalty: 5759.637695
	Iteration 5Q: 3 clusters Score -1.538924e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 65320 members 
Entering Unmasked Estep 
Score: -15391327.000000 Penalty: 5759.637695
	Iteration 6Q: 3 clusters Score -1.539133e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -15394728.000000 Penalty: 5759.637695
	Iteration 7F: 3 clusters Score -1.539473e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -15400046.000000 Penalty: 5759.637695
	Iteration 8F: 3 clusters Score -1.540005e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -15407300.000000 Penalty: 5759.637695
	Iteration 9F: 3 clusters Score -1.54073e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -15414464.000000 Penalty: 5759.637695
	Iteration 10F: 3 clusters Score -1.541446e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -15419519.000000 Penalty: 5759.637695
	Iteration 11Q: 3 clusters Score -1.541952e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -15422396.000000 Penalty: 5759.637695
	Iteration 12Q: 3 clusters Score -1.54224e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 99811 members 
Entering Unmasked Estep 
Score: -15423930.000000 Penalty: 5759.637695
	Iteration 13Q: 3 clusters Score -1.542393e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -15424817.000000 Penalty: 5759.637695
	Iteration 14Q: 3 clusters Score -1.542482e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -15425343.000000 Penalty: 5759.637695
	Iteration 15Q: 3 clusters Score -1.542534e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 102890 members 
Entering Unmasked Estep 
Score: -15425808.000000 Penalty: 5759.637695
	Iteration 16Q: 3 clusters Score -1.542581e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -15426139.000000 Penalty: 5759.637695
	Iteration 17Q: 3 clusters Score -1.542614e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 104268 members 
Entering Unmasked Estep 
Score: -15426318.000000 Penalty: 5759.637695
	Iteration 18Q: 3 clusters Score -1.542632e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 104820 members 
Entering Unmasked Estep 
Score: -15426531.000000 Penalty: 5759.637695
	Iteration 19Q: 3 clusters Score -1.542653e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -15426718.000000 Penalty: 5759.637695
	Iteration 20F: 3 clusters Score -1.542672e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 105716 members 
Entering Unmasked Estep 
Score: -15426828.000000 Penalty: 5759.637695
	Iteration 21Q: 3 clusters Score -1.542683e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 106093 members 
Entering Unmasked Estep 
Score: -15426954.000000 Penalty: 5759.637695
	Iteration 22Q: 3 clusters Score -1.542695e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 106402 members 
Entering Unmasked Estep 
Score: -15427014.000000 Penalty: 5759.637695
	Iteration 23Q: 3 clusters Score -1.542701e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -15427062.000000 Penalty: 5759.637695
	Iteration 24Q: 3 clusters Score -1.542706e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 106866 members 
Entering Unmasked Estep 
Score: -15427106.000000 Penalty: 5759.637695
	Iteration 25Q: 3 clusters Score -1.542711e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -15427147.000000 Penalty: 5759.637695
	Iteration 26Q: 3 clusters Score -1.542715e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 107239 members 
Entering Unmasked Estep 
Score: -15427199.000000 Penalty: 5759.637695
	Iteration 27Q: 3 clusters Score -1.54272e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -15427241.000000 Penalty: 5759.637695
	Iteration 28Q: 3 clusters Score -1.542724e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -15427255.000000 Penalty: 5759.637695
	Iteration 29Q: 3 clusters Score -1.542726e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 107654 members 
Entering Unmasked Estep 
Score: -15427303.000000 Penalty: 5759.637695
	Iteration 30Q: 3 clusters Score -1.54273e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -15427348.000000 Penalty: 5759.637695
	Iteration 31Q: 3 clusters Score -1.542735e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 107900 members 
Entering Unmasked Estep 
Score: -15427385.000000 Penalty: 5759.637695
	Iteration 32Q: 3 clusters Score -1.542738e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -15427426.000000 Penalty: 5759.637695
	Iteration 33Q: 3 clusters Score -1.542743e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -15427449.000000 Penalty: 5759.637695
	Iteration 34Q: 3 clusters Score -1.542745e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -15427461.000000 Penalty: 5759.637695
	Iteration 35Q: 3 clusters Score -1.542746e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 108305 members 
Entering Unmasked Estep 
Score: -15427508.000000 Penalty: 5759.637695
	Iteration 36Q: 3 clusters Score -1.542751e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -15427520.000000 Penalty: 5759.637695
	Iteration 37Q: 3 clusters Score -1.542752e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -15427527.000000 Penalty: 5759.637695
	Iteration 38Q: 3 clusters Score -1.542753e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -15427541.000000 Penalty: 5759.637695
	Iteration 39Q: 3 clusters Score -1.542754e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -15427556.000000 Penalty: 5759.637695
	Iteration 40F: 3 clusters Score -1.542756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 108552 members 
Entering Unmasked Estep 
Score: -15427556.000000 Penalty: 5759.637695
	Iteration 41Q: 3 clusters Score -1.542756e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -15427569.000000 Penalty: 5759.637695
	Iteration 42Q: 3 clusters Score -1.542757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 108592 members 
Entering Unmasked Estep 
Score: -15427579.000000 Penalty: 5759.637695
	Iteration 43Q: 3 clusters Score -1.542758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 108604 members 
Entering Unmasked Estep 
Score: -15427577.000000 Penalty: 5759.637695
	Iteration 44Q: 3 clusters Score -1.542758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 108609 members 
Entering Unmasked Estep 
Score: -15427576.000000 Penalty: 5759.637695
	Iteration 45Q: 3 clusters Score -1.542758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -15427572.000000 Penalty: 5759.637695
	Iteration 46Q: 3 clusters Score -1.542757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -15427584.000000 Penalty: 5759.637695
	Iteration 47Q: 3 clusters Score -1.542758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 108626 members 
Entering Unmasked Estep 
Score: -15427578.000000 Penalty: 5759.637695
	Iteration 48Q: 3 clusters Score -1.542758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -15427580.000000 Penalty: 5759.637695
	Iteration 49Q: 3 clusters Score -1.542758e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -15427584.000000 Penalty: 5759.637695
	Iteration 50Q: 3 clusters Score -1.542758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 108638 members 
Entering Unmasked Estep 
Score: -15427577.000000 Penalty: 5759.637695
	Iteration 51Q: 3 clusters Score -1.542758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -15427583.000000 Penalty: 5759.637695
	Iteration 52Q: 3 clusters Score -1.542758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -15427584.000000 Penalty: 5759.637695
	Iteration 53Q: 3 clusters Score -1.542758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 108648 members 
Entering Unmasked Estep 
Score: -15427585.000000 Penalty: 5759.637695
	Iteration 54Q: 3 clusters Score -1.542758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -15427590.000000 Penalty: 5759.637695
	Iteration 55Q: 3 clusters Score -1.542759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -15427588.000000 Penalty: 5759.637695
	Iteration 56Q: 3 clusters Score -1.542759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 108661 members 
Entering Unmasked Estep 
Score: -15427590.000000 Penalty: 5759.637695
	Iteration 57Q: 3 clusters Score -1.542759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -15427580.000000 Penalty: 5759.637695
	Iteration 58Q: 3 clusters Score -1.542758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 108663 members 
Entering Unmasked Estep 
Score: -15427586.000000 Penalty: 5759.637695
	Iteration 59Q: 3 clusters Score -1.542759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -15427581.000000 Penalty: 5759.637695
	Iteration 60F: 3 clusters Score -1.542758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -174616.265625 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -174616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172499.500000 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -172499.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172829.500000 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -172829.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172916.890625 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -172916.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172972.218750 Penalty: 3557.522705
	Iteration 3Q: 3 clusters Score -172972.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172989.468750 Penalty: 3557.522705
	Iteration 4Q: 3 clusters Score -172989.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -173003.875000 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -173003.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -173015.578125 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -173015.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -173027.703125 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -173027.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -173038.796875 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -173038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -173047.031250 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -173047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173057.140625 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -173057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173060.640625 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -173060.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173062.640625 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -173062.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173062.640625 Penalty: 3557.522705
	Iteration 13F: 3 clusters Score -173062.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (160187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Entering Unmasked Estep 
Score: -22322172.000000 Penalty: 2972.056152
	Iteration 0F: 2 clusters Score -2.232217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 80085 members 
Entering Unmasked Estep 
Score: -22217998.000000 Penalty: 5944.112305
	Iteration 0F: 3 clusters Score -2.2218e+07 nChanged 76586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80418 members 
Mstep: Class 2 contains 79769 members 
Entering Unmasked Estep 
Score: -22262010.000000 Penalty: 5944.112305
	Iteration 1F: 3 clusters Score -2.226201e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 79754 members 
Entering Unmasked Estep 
Score: -22262698.000000 Penalty: 5944.112305
	Iteration 2Q: 3 clusters Score -2.22627e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -22263238.000000 Penalty: 5944.112305
	Iteration 3Q: 3 clusters Score -2.226324e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -22263846.000000 Penalty: 5944.112305
	Iteration 4Q: 3 clusters Score -2.226385e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80464 members 
Mstep: Class 2 contains 79723 members 
Entering Unmasked Estep 
Score: -22264386.000000 Penalty: 5944.112305
	Iteration 5Q: 3 clusters Score -2.226439e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 79697 members 
Entering Unmasked Estep 
Score: -22265304.000000 Penalty: 5944.112305
	Iteration 6Q: 3 clusters Score -2.22653e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -22266500.000000 Penalty: 5944.112305
	Iteration 7Q: 3 clusters Score -2.22665e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 79177 members 
Entering Unmasked Estep 
Score: -22267618.000000 Penalty: 5944.112305
	Iteration 8Q: 3 clusters Score -2.226762e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81666 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -22269362.000000 Penalty: 5944.112305
	Iteration 9Q: 3 clusters Score -2.226936e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -22271904.000000 Penalty: 5944.112305
	Iteration 10Q: 3 clusters Score -2.22719e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 76042 members 
Entering Unmasked Estep 
Score: -22276178.000000 Penalty: 5944.112305
	Iteration 11Q: 3 clusters Score -2.227618e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -22283148.000000 Penalty: 5944.112305
	Iteration 12F: 3 clusters Score -2.228315e+07 nChanged 10465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87750 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -22290882.000000 Penalty: 5944.112305
	Iteration 13F: 3 clusters Score -2.229088e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89198 members 
Mstep: Class 2 contains 70989 members 
Entering Unmasked Estep 
Score: -22296500.000000 Penalty: 5944.112305
	Iteration 14F: 3 clusters Score -2.22965e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90320 members 
Mstep: Class 2 contains 69867 members 
Entering Unmasked Estep 
Score: -22298576.000000 Penalty: 5944.112305
	Iteration 15Q: 3 clusters Score -2.229858e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -22299218.000000 Penalty: 5944.112305
	Iteration 16Q: 3 clusters Score -2.229922e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -22299676.000000 Penalty: 5944.112305
	Iteration 17Q: 3 clusters Score -2.229968e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 66420 members 
Entering Unmasked Estep 
Score: -22300258.000000 Penalty: 5944.112305
	Iteration 18Q: 3 clusters Score -2.230026e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -22300804.000000 Penalty: 5944.112305
	Iteration 19Q: 3 clusters Score -2.23008e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -22301512.000000 Penalty: 5944.112305
	Iteration 20F: 3 clusters Score -2.230151e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97989 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
Score: -22302084.000000 Penalty: 5944.112305
	Iteration 21Q: 3 clusters Score -2.230208e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -22302676.000000 Penalty: 5944.112305
	Iteration 22Q: 3 clusters Score -2.230268e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101329 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -22303334.000000 Penalty: 5944.112305
	Iteration 23Q: 3 clusters Score -2.230333e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103042 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -22304074.000000 Penalty: 5944.112305
	Iteration 24Q: 3 clusters Score -2.230407e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -22304644.000000 Penalty: 5944.112305
	Iteration 25Q: 3 clusters Score -2.230464e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106784 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -22305408.000000 Penalty: 5944.112305
	Iteration 26Q: 3 clusters Score -2.230541e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -22306038.000000 Penalty: 5944.112305
	Iteration 27Q: 3 clusters Score -2.230604e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -22306808.000000 Penalty: 5944.112305
	Iteration 28Q: 3 clusters Score -2.230681e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113263 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -22307520.000000 Penalty: 5944.112305
	Iteration 29Q: 3 clusters Score -2.230752e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115633 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -22308568.000000 Penalty: 5944.112305
	Iteration 30Q: 3 clusters Score -2.230857e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118240 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -22309660.000000 Penalty: 5944.112305
	Iteration 31Q: 3 clusters Score -2.230966e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120812 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -22310836.000000 Penalty: 5944.112305
	Iteration 32Q: 3 clusters Score -2.231084e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123495 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -22312394.000000 Penalty: 5944.112305
	Iteration 33Q: 3 clusters Score -2.231239e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126094 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -22313744.000000 Penalty: 5944.112305
	Iteration 34Q: 3 clusters Score -2.231374e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -22314938.000000 Penalty: 5944.112305
	Iteration 35Q: 3 clusters Score -2.231494e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -22316094.000000 Penalty: 5944.112305
	Iteration 36Q: 3 clusters Score -2.231609e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132927 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -22317110.000000 Penalty: 5944.112305
	Iteration 37Q: 3 clusters Score -2.231711e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134788 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -22317888.000000 Penalty: 5944.112305
	Iteration 38Q: 3 clusters Score -2.231789e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136430 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -22318570.000000 Penalty: 5944.112305
	Iteration 39Q: 3 clusters Score -2.231857e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137948 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -22319512.000000 Penalty: 5944.112305
	Iteration 40F: 3 clusters Score -2.231951e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139505 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -22320164.000000 Penalty: 5944.112305
	Iteration 41Q: 3 clusters Score -2.232016e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140844 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -22320698.000000 Penalty: 5944.112305
	Iteration 42Q: 3 clusters Score -2.23207e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141987 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -22321146.000000 Penalty: 5944.112305
	Iteration 43Q: 3 clusters Score -2.232115e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143034 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -22321524.000000 Penalty: 5944.112305
	Iteration 44Q: 3 clusters Score -2.232152e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143973 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -22321774.000000 Penalty: 5944.112305
	Iteration 45Q: 3 clusters Score -2.232177e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144836 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -22321946.000000 Penalty: 5944.112305
	Iteration 46Q: 3 clusters Score -2.232195e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145582 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -22322160.000000 Penalty: 5944.112305
	Iteration 47Q: 3 clusters Score -2.232216e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -22322306.000000 Penalty: 5944.112305
	Iteration 48Q: 3 clusters Score -2.232231e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146858 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -22322442.000000 Penalty: 5944.112305
	Iteration 49Q: 3 clusters Score -2.232244e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147412 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -22322510.000000 Penalty: 5944.112305
	Iteration 50Q: 3 clusters Score -2.232251e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -22322582.000000 Penalty: 5944.112305
	Iteration 51Q: 3 clusters Score -2.232258e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148390 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -22322614.000000 Penalty: 5944.112305
	Iteration 52Q: 3 clusters Score -2.232261e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148847 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -22322584.000000 Penalty: 5944.112305
	Iteration 53Q: 3 clusters Score -2.232258e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149239 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -22322572.000000 Penalty: 5944.112305
	Iteration 54Q: 3 clusters Score -2.232257e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149603 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -22322520.000000 Penalty: 5944.112305
	Iteration 55Q: 3 clusters Score -2.232252e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149945 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -22322422.000000 Penalty: 5944.112305
	Iteration 56Q: 3 clusters Score -2.232242e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150277 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -22322434.000000 Penalty: 5944.112305
	Iteration 57Q: 3 clusters Score -2.232243e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150576 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -22322422.000000 Penalty: 5944.112305
	Iteration 58Q: 3 clusters Score -2.232242e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150861 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -22322366.000000 Penalty: 5944.112305
	Iteration 59Q: 3 clusters Score -2.232237e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151123 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -22322350.000000 Penalty: 5944.112305
	Iteration 60F: 3 clusters Score -2.232235e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -22322292.000000 Penalty: 5944.112305
	Iteration 61Q: 3 clusters Score -2.232229e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151566 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -22322214.000000 Penalty: 5944.112305
	Iteration 62Q: 3 clusters Score -2.232221e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151747 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -22322198.000000 Penalty: 5944.112305
	Iteration 63Q: 3 clusters Score -2.23222e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151937 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -22322200.000000 Penalty: 5944.112305
	Iteration 64Q: 3 clusters Score -2.23222e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -22322236.000000 Penalty: 5944.112305
	Iteration 65Q: 3 clusters Score -2.232224e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -22322194.000000 Penalty: 5944.112305
	Iteration 66Q: 3 clusters Score -2.232219e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152417 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -22322146.000000 Penalty: 5944.112305
	Iteration 67Q: 3 clusters Score -2.232215e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152568 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -22322114.000000 Penalty: 5944.112305
	Iteration 68Q: 3 clusters Score -2.232211e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152715 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -22322098.000000 Penalty: 5944.112305
	Iteration 69Q: 3 clusters Score -2.23221e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152867 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -22322038.000000 Penalty: 5944.112305
	Iteration 70Q: 3 clusters Score -2.232204e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -22322008.000000 Penalty: 5944.112305
	Iteration 71Q: 3 clusters Score -2.232201e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -22321964.000000 Penalty: 5944.112305
	Iteration 72Q: 3 clusters Score -2.232196e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153333 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -22321910.000000 Penalty: 5944.112305
	Iteration 73Q: 3 clusters Score -2.232191e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -22321874.000000 Penalty: 5944.112305
	Iteration 74Q: 3 clusters Score -2.232187e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153623 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -22321866.000000 Penalty: 5944.112305
	Iteration 75Q: 3 clusters Score -2.232187e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153767 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -22321838.000000 Penalty: 5944.112305
	Iteration 76Q: 3 clusters Score -2.232184e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153878 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -22321856.000000 Penalty: 5944.112305
	Iteration 77Q: 3 clusters Score -2.232186e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153992 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -22321828.000000 Penalty: 5944.112305
	Iteration 78Q: 3 clusters Score -2.232183e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154101 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -22321840.000000 Penalty: 5944.112305
	Iteration 79Q: 3 clusters Score -2.232184e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -22321778.000000 Penalty: 5944.112305
	Iteration 80F: 3 clusters Score -2.232178e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154334 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -22321796.000000 Penalty: 5944.112305
	Iteration 81Q: 3 clusters Score -2.23218e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154442 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -22321752.000000 Penalty: 5944.112305
	Iteration 82Q: 3 clusters Score -2.232175e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154542 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -22321756.000000 Penalty: 5944.112305
	Iteration 83Q: 3 clusters Score -2.232176e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154627 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -22321706.000000 Penalty: 5944.112305
	Iteration 84Q: 3 clusters Score -2.232171e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154702 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22321700.000000 Penalty: 5944.112305
	Iteration 85Q: 3 clusters Score -2.23217e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154773 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -22321724.000000 Penalty: 5944.112305
	Iteration 86Q: 3 clusters Score -2.232172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -22321656.000000 Penalty: 5944.112305
	Iteration 87Q: 3 clusters Score -2.232166e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154902 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -22321648.000000 Penalty: 5944.112305
	Iteration 88Q: 3 clusters Score -2.232165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154955 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -22321686.000000 Penalty: 5944.112305
	Iteration 89Q: 3 clusters Score -2.232169e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -22321644.000000 Penalty: 5944.112305
	Iteration 90Q: 3 clusters Score -2.232164e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -22321624.000000 Penalty: 5944.112305
	Iteration 91Q: 3 clusters Score -2.232162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155130 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -22321632.000000 Penalty: 5944.112305
	Iteration 92Q: 3 clusters Score -2.232163e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -22321600.000000 Penalty: 5944.112305
	Iteration 93Q: 3 clusters Score -2.23216e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155241 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -22321612.000000 Penalty: 5944.112305
	Iteration 94Q: 3 clusters Score -2.232161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155295 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -22321578.000000 Penalty: 5944.112305
	Iteration 95Q: 3 clusters Score -2.232158e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155372 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -22321562.000000 Penalty: 5944.112305
	Iteration 96Q: 3 clusters Score -2.232156e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155446 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -22321534.000000 Penalty: 5944.112305
	Iteration 97Q: 3 clusters Score -2.232153e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -22321532.000000 Penalty: 5944.112305
	Iteration 98Q: 3 clusters Score -2.232153e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155563 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -22321526.000000 Penalty: 5944.112305
	Iteration 99Q: 3 clusters Score -2.232153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155607 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -22321560.000000 Penalty: 5944.112305
	Iteration 100F: 3 clusters Score -2.232156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155640 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -22321558.000000 Penalty: 5944.112305
	Iteration 101Q: 3 clusters Score -2.232156e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155678 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -22321496.000000 Penalty: 5944.112305
	Iteration 102Q: 3 clusters Score -2.23215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -22321510.000000 Penalty: 5944.112305
	Iteration 103Q: 3 clusters Score -2.232151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155752 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -22321510.000000 Penalty: 5944.112305
	Iteration 104Q: 3 clusters Score -2.232151e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155789 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -22321500.000000 Penalty: 5944.112305
	Iteration 105Q: 3 clusters Score -2.23215e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155818 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -22321484.000000 Penalty: 5944.112305
	Iteration 106Q: 3 clusters Score -2.232148e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155845 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -22321474.000000 Penalty: 5944.112305
	Iteration 107Q: 3 clusters Score -2.232147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155869 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -22321480.000000 Penalty: 5944.112305
	Iteration 108Q: 3 clusters Score -2.232148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155890 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -22321488.000000 Penalty: 5944.112305
	Iteration 109Q: 3 clusters Score -2.232149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155911 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -22321506.000000 Penalty: 5944.112305
	Iteration 110Q: 3 clusters Score -2.232151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155926 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -22321506.000000 Penalty: 5944.112305
	Iteration 111Q: 3 clusters Score -2.232151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155939 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -22321496.000000 Penalty: 5944.112305
	Iteration 112Q: 3 clusters Score -2.23215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22321484.000000 Penalty: 5944.112305
	Iteration 113Q: 3 clusters Score -2.232148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155972 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -22321474.000000 Penalty: 5944.112305
	Iteration 114Q: 3 clusters Score -2.232147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -22321464.000000 Penalty: 5944.112305
	Iteration 115Q: 3 clusters Score -2.232146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -22321440.000000 Penalty: 5944.112305
	Iteration 116Q: 3 clusters Score -2.232144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156009 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -22321462.000000 Penalty: 5944.112305
	Iteration 117Q: 3 clusters Score -2.232146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156015 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -22321454.000000 Penalty: 5944.112305
	Iteration 118Q: 3 clusters Score -2.232145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -22321432.000000 Penalty: 5944.112305
	Iteration 119Q: 3 clusters Score -2.232143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -22321452.000000 Penalty: 5944.112305
	Iteration 120F: 3 clusters Score -2.232145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -22321432.000000 Penalty: 5944.112305
	Iteration 121Q: 3 clusters Score -2.232143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -22321426.000000 Penalty: 5944.112305
	Iteration 122Q: 3 clusters Score -2.232143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156043 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -22321422.000000 Penalty: 5944.112305
	Iteration 123Q: 3 clusters Score -2.232142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -22321452.000000 Penalty: 5944.112305
	Iteration 124Q: 3 clusters Score -2.232145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156062 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -22321438.000000 Penalty: 5944.112305
	Iteration 125Q: 3 clusters Score -2.232144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -22321420.000000 Penalty: 5944.112305
	Iteration 126Q: 3 clusters Score -2.232142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156087 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -22321408.000000 Penalty: 5944.112305
	Iteration 127Q: 3 clusters Score -2.232141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156101 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -22321422.000000 Penalty: 5944.112305
	Iteration 128Q: 3 clusters Score -2.232142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -22321416.000000 Penalty: 5944.112305
	Iteration 129Q: 3 clusters Score -2.232142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22321432.000000 Penalty: 5944.112305
	Iteration 130Q: 3 clusters Score -2.232143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156150 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -22321422.000000 Penalty: 5944.112305
	Iteration 131Q: 3 clusters Score -2.232142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -22321414.000000 Penalty: 5944.112305
	Iteration 132Q: 3 clusters Score -2.232141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156181 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -22321418.000000 Penalty: 5944.112305
	Iteration 133Q: 3 clusters Score -2.232142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156195 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -22321436.000000 Penalty: 5944.112305
	Iteration 134Q: 3 clusters Score -2.232144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156208 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -22321440.000000 Penalty: 5944.112305
	Iteration 135Q: 3 clusters Score -2.232144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156223 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -22321410.000000 Penalty: 5944.112305
	Iteration 136Q: 3 clusters Score -2.232141e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156237 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -22321434.000000 Penalty: 5944.112305
	Iteration 137Q: 3 clusters Score -2.232143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156249 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22321432.000000 Penalty: 5944.112305
	Iteration 138Q: 3 clusters Score -2.232143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156263 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -22321444.000000 Penalty: 5944.112305
	Iteration 139Q: 3 clusters Score -2.232144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156281 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -22321434.000000 Penalty: 5944.112305
	Iteration 140F: 3 clusters Score -2.232143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156293 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -22321444.000000 Penalty: 5944.112305
	Iteration 141Q: 3 clusters Score -2.232144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -22321434.000000 Penalty: 5944.112305
	Iteration 142Q: 3 clusters Score -2.232143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156315 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -22321452.000000 Penalty: 5944.112305
	Iteration 143Q: 3 clusters Score -2.232145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156330 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -22321444.000000 Penalty: 5944.112305
	Iteration 144Q: 3 clusters Score -2.232144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156345 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -22321430.000000 Penalty: 5944.112305
	Iteration 145Q: 3 clusters Score -2.232143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -22321444.000000 Penalty: 5944.112305
	Iteration 146Q: 3 clusters Score -2.232144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156360 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -22321450.000000 Penalty: 5944.112305
	Iteration 147Q: 3 clusters Score -2.232145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156369 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -22321448.000000 Penalty: 5944.112305
	Iteration 148Q: 3 clusters Score -2.232145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156378 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -22321446.000000 Penalty: 5944.112305
	Iteration 149Q: 3 clusters Score -2.232145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156388 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -22321448.000000 Penalty: 5944.112305
	Iteration 150Q: 3 clusters Score -2.232145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156392 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -22321430.000000 Penalty: 5944.112305
	Iteration 151Q: 3 clusters Score -2.232143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -22321432.000000 Penalty: 5944.112305
	Iteration 152Q: 3 clusters Score -2.232143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22321428.000000 Penalty: 5944.112305
	Iteration 153Q: 3 clusters Score -2.232143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156397 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -22321428.000000 Penalty: 5944.112305
	Iteration 154F: 3 clusters Score -2.232143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (108432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108432 members 
Entering Unmasked Estep 
Score: -15237274.000000 Penalty: 2875.281982
	Iteration 0F: 2 clusters Score -1.523727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -15167339.000000 Penalty: 5750.563965
	Iteration 0F: 3 clusters Score -1.516734e+07 nChanged 51416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -15196822.000000 Penalty: 5750.563965
	Iteration 1F: 3 clusters Score -1.519682e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53784 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -15197980.000000 Penalty: 5750.563965
	Iteration 2Q: 3 clusters Score -1.519798e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 54796 members 
Entering Unmasked Estep 
Score: -15199198.000000 Penalty: 5750.563965
	Iteration 3Q: 3 clusters Score -1.51992e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -15200798.000000 Penalty: 5750.563965
	Iteration 4Q: 3 clusters Score -1.52008e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -15202794.000000 Penalty: 5750.563965
	Iteration 5Q: 3 clusters Score -1.520279e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -15205522.000000 Penalty: 5750.563965
	Iteration 6Q: 3 clusters Score -1.520552e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -15209000.000000 Penalty: 5750.563965
	Iteration 7F: 3 clusters Score -1.5209e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -15213157.000000 Penalty: 5750.563965
	Iteration 8F: 3 clusters Score -1.521316e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51518 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -15217357.000000 Penalty: 5750.563965
	Iteration 9F: 3 clusters Score -1.521736e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -15220287.000000 Penalty: 5750.563965
	Iteration 10F: 3 clusters Score -1.522029e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -15221716.000000 Penalty: 5750.563965
	Iteration 11Q: 3 clusters Score -1.522172e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -15222409.000000 Penalty: 5750.563965
	Iteration 12Q: 3 clusters Score -1.522241e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -15222698.000000 Penalty: 5750.563965
	Iteration 13Q: 3 clusters Score -1.52227e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -15222925.000000 Penalty: 5750.563965
	Iteration 14Q: 3 clusters Score -1.522292e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -15223169.000000 Penalty: 5750.563965
	Iteration 15Q: 3 clusters Score -1.522317e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -15223365.000000 Penalty: 5750.563965
	Iteration 16Q: 3 clusters Score -1.522336e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -15223669.000000 Penalty: 5750.563965
	Iteration 17Q: 3 clusters Score -1.522367e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -15223863.000000 Penalty: 5750.563965
	Iteration 18Q: 3 clusters Score -1.522386e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -15224097.000000 Penalty: 5750.563965
	Iteration 19Q: 3 clusters Score -1.52241e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 61890 members 
Entering Unmasked Estep 
Score: -15224265.000000 Penalty: 5750.563965
	Iteration 20F: 3 clusters Score -1.522426e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -15224486.000000 Penalty: 5750.563965
	Iteration 21Q: 3 clusters Score -1.522449e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -15224564.000000 Penalty: 5750.563965
	Iteration 22Q: 3 clusters Score -1.522456e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 63041 members 
Entering Unmasked Estep 
Score: -15224735.000000 Penalty: 5750.563965
	Iteration 23Q: 3 clusters Score -1.522474e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -15224838.000000 Penalty: 5750.563965
	Iteration 24Q: 3 clusters Score -1.522484e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -15224849.000000 Penalty: 5750.563965
	Iteration 25Q: 3 clusters Score -1.522485e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 63963 members 
Entering Unmasked Estep 
Score: -15224907.000000 Penalty: 5750.563965
	Iteration 26Q: 3 clusters Score -1.522491e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -15224970.000000 Penalty: 5750.563965
	Iteration 27Q: 3 clusters Score -1.522497e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -15225094.000000 Penalty: 5750.563965
	Iteration 28Q: 3 clusters Score -1.522509e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -15225159.000000 Penalty: 5750.563965
	Iteration 29Q: 3 clusters Score -1.522516e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -15225232.000000 Penalty: 5750.563965
	Iteration 30Q: 3 clusters Score -1.522523e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 65696 members 
Entering Unmasked Estep 
Score: -15225277.000000 Penalty: 5750.563965
	Iteration 31Q: 3 clusters Score -1.522528e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 66087 members 
Entering Unmasked Estep 
Score: -15225328.000000 Penalty: 5750.563965
	Iteration 32Q: 3 clusters Score -1.522533e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 66484 members 
Entering Unmasked Estep 
Score: -15225430.000000 Penalty: 5750.563965
	Iteration 33Q: 3 clusters Score -1.522543e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 66917 members 
Entering Unmasked Estep 
Score: -15225429.000000 Penalty: 5750.563965
	Iteration 34Q: 3 clusters Score -1.522543e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -15225504.000000 Penalty: 5750.563965
	Iteration 35Q: 3 clusters Score -1.52255e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -15225508.000000 Penalty: 5750.563965
	Iteration 36Q: 3 clusters Score -1.522551e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 68445 members 
Entering Unmasked Estep 
Score: -15225682.000000 Penalty: 5750.563965
	Iteration 37Q: 3 clusters Score -1.522568e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 69025 members 
Entering Unmasked Estep 
Score: -15225766.000000 Penalty: 5750.563965
	Iteration 38Q: 3 clusters Score -1.522577e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -15225841.000000 Penalty: 5750.563965
	Iteration 39Q: 3 clusters Score -1.522584e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -15225982.000000 Penalty: 5750.563965
	Iteration 40F: 3 clusters Score -1.522598e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -15226044.000000 Penalty: 5750.563965
	Iteration 41Q: 3 clusters Score -1.522604e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 71482 members 
Entering Unmasked Estep 
Score: -15226148.000000 Penalty: 5750.563965
	Iteration 42Q: 3 clusters Score -1.522615e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -15226260.000000 Penalty: 5750.563965
	Iteration 43Q: 3 clusters Score -1.522626e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 72978 members 
Entering Unmasked Estep 
Score: -15226344.000000 Penalty: 5750.563965
	Iteration 44Q: 3 clusters Score -1.522634e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -15226567.000000 Penalty: 5750.563965
	Iteration 45Q: 3 clusters Score -1.522657e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -15226656.000000 Penalty: 5750.563965
	Iteration 46Q: 3 clusters Score -1.522666e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 75425 members 
Entering Unmasked Estep 
Score: -15226926.000000 Penalty: 5750.563965
	Iteration 47Q: 3 clusters Score -1.522693e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -15227151.000000 Penalty: 5750.563965
	Iteration 48Q: 3 clusters Score -1.522715e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -15227341.000000 Penalty: 5750.563965
	Iteration 49Q: 3 clusters Score -1.522734e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -15227736.000000 Penalty: 5750.563965
	Iteration 50Q: 3 clusters Score -1.522774e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -15228209.000000 Penalty: 5750.563965
	Iteration 51Q: 3 clusters Score -1.522821e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 80254 members 
Entering Unmasked Estep 
Score: -15228702.000000 Penalty: 5750.563965
	Iteration 52Q: 3 clusters Score -1.52287e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -15229347.000000 Penalty: 5750.563965
	Iteration 53Q: 3 clusters Score -1.522935e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -15230156.000000 Penalty: 5750.563965
	Iteration 54Q: 3 clusters Score -1.523016e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 83422 members 
Entering Unmasked Estep 
Score: -15231196.000000 Penalty: 5750.563965
	Iteration 55Q: 3 clusters Score -1.52312e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -15232562.000000 Penalty: 5750.563965
	Iteration 56Q: 3 clusters Score -1.523256e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 85413 members 
Entering Unmasked Estep 
Score: -15233905.000000 Penalty: 5750.563965
	Iteration 57Q: 3 clusters Score -1.52339e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -15235008.000000 Penalty: 5750.563965
	Iteration 58Q: 3 clusters Score -1.523501e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -15235782.000000 Penalty: 5750.563965
	Iteration 59Q: 3 clusters Score -1.523578e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 86602 members 
Entering Unmasked Estep 
Score: -15236225.000000 Penalty: 5750.563965
	Iteration 60F: 3 clusters Score -1.523622e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -15236616.000000 Penalty: 5750.563965
	Iteration 61Q: 3 clusters Score -1.523662e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 86595 members 
Entering Unmasked Estep 
Score: -15236777.000000 Penalty: 5750.563965
	Iteration 62Q: 3 clusters Score -1.523678e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -15236913.000000 Penalty: 5750.563965
	Iteration 63Q: 3 clusters Score -1.523691e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -15236969.000000 Penalty: 5750.563965
	Iteration 64Q: 3 clusters Score -1.523697e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 86367 members 
Entering Unmasked Estep 
Score: -15237034.000000 Penalty: 5750.563965
	Iteration 65Q: 3 clusters Score -1.523703e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 86305 members 
Entering Unmasked Estep 
Score: -15237063.000000 Penalty: 5750.563965
	Iteration 66Q: 3 clusters Score -1.523706e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -15237089.000000 Penalty: 5750.563965
	Iteration 67Q: 3 clusters Score -1.523709e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -15237094.000000 Penalty: 5750.563965
	Iteration 68Q: 3 clusters Score -1.523709e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -15237096.000000 Penalty: 5750.563965
	Iteration 69Q: 3 clusters Score -1.52371e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -15237124.000000 Penalty: 5750.563965
	Iteration 70Q: 3 clusters Score -1.523712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 86098 members 
Entering Unmasked Estep 
Score: -15237117.000000 Penalty: 5750.563965
	Iteration 71Q: 3 clusters Score -1.523712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 86076 members 
Entering Unmasked Estep 
Score: -15237122.000000 Penalty: 5750.563965
	Iteration 72Q: 3 clusters Score -1.523712e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -15237119.000000 Penalty: 5750.563965
	Iteration 73Q: 3 clusters Score -1.523712e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -15237130.000000 Penalty: 5750.563965
	Iteration 74Q: 3 clusters Score -1.523713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -15237131.000000 Penalty: 5750.563965
	Iteration 75Q: 3 clusters Score -1.523713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -15237120.000000 Penalty: 5750.563965
	Iteration 76Q: 3 clusters Score -1.523712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 85991 members 
Entering Unmasked Estep 
Score: -15237133.000000 Penalty: 5750.563965
	Iteration 77Q: 3 clusters Score -1.523713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -15237114.000000 Penalty: 5750.563965
	Iteration 78Q: 3 clusters Score -1.523711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -15237119.000000 Penalty: 5750.563965
	Iteration 79Q: 3 clusters Score -1.523712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 85982 members 
Entering Unmasked Estep 
Score: -15237111.000000 Penalty: 5750.563965
	Iteration 80F: 3 clusters Score -1.523711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -15237119.000000 Penalty: 5750.563965
	Iteration 81Q: 3 clusters Score -1.523712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 85978 members 
Entering Unmasked Estep 
Score: -15237120.000000 Penalty: 5750.563965
	Iteration 82Q: 3 clusters Score -1.523712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 85976 members 
Entering Unmasked Estep 
Score: -15237112.000000 Penalty: 5750.563965
	Iteration 83Q: 3 clusters Score -1.523711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 85975 members 
Entering Unmasked Estep 
Score: -15237111.000000 Penalty: 5750.563965
	Iteration 84Q: 3 clusters Score -1.523711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -15237114.000000 Penalty: 5750.563965
	Iteration 85Q: 3 clusters Score -1.523711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -15237119.000000 Penalty: 5750.563965
	Iteration 86Q: 3 clusters Score -1.523712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 85972 members 
Entering Unmasked Estep 
Score: -15237119.000000 Penalty: 5750.563965
	Iteration 87F: 3 clusters Score -1.523712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Entering Unmasked Estep 
Score: -3590622.750000 Penalty: 2515.302246
	Iteration 0F: 2 clusters Score -3590623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3573079.750000 Penalty: 5030.604492
	Iteration 0F: 3 clusters Score -3573080 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3579152.000000 Penalty: 5030.604492
	Iteration 1F: 3 clusters Score -3579152 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -3579673.000000 Penalty: 5030.604492
	Iteration 2F: 3 clusters Score -3579673 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -3580095.500000 Penalty: 5030.604492
	Iteration 3Q: 3 clusters Score -3580096 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -3580535.000000 Penalty: 5030.604492
	Iteration 4Q: 3 clusters Score -3580535 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3580967.750000 Penalty: 5030.604492
	Iteration 5Q: 3 clusters Score -3580968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3581435.250000 Penalty: 5030.604492
	Iteration 6Q: 3 clusters Score -3581435 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3582049.000000 Penalty: 5030.604492
	Iteration 7Q: 3 clusters Score -3582049 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3582772.000000 Penalty: 5030.604492
	Iteration 8Q: 3 clusters Score -3582772 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3583616.500000 Penalty: 5030.604492
	Iteration 9Q: 3 clusters Score -3583616 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -3584413.750000 Penalty: 5030.604492
	Iteration 10Q: 3 clusters Score -3584414 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3585171.750000 Penalty: 5030.604492
	Iteration 11Q: 3 clusters Score -3585172 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3585826.250000 Penalty: 5030.604492
	Iteration 12Q: 3 clusters Score -3585826 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3586319.750000 Penalty: 5030.604492
	Iteration 13Q: 3 clusters Score -3586320 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3586767.250000 Penalty: 5030.604492
	Iteration 14Q: 3 clusters Score -3586767 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3587142.500000 Penalty: 5030.604492
	Iteration 15Q: 3 clusters Score -3587142 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3587457.000000 Penalty: 5030.604492
	Iteration 16Q: 3 clusters Score -3587457 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3587709.500000 Penalty: 5030.604492
	Iteration 17Q: 3 clusters Score -3587710 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3587874.500000 Penalty: 5030.604492
	Iteration 18Q: 3 clusters Score -3587874 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3587985.250000 Penalty: 5030.604492
	Iteration 19Q: 3 clusters Score -3587985 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3588074.000000 Penalty: 5030.604492
	Iteration 20F: 3 clusters Score -3588074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3588152.500000 Penalty: 5030.604492
	Iteration 21Q: 3 clusters Score -3588152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3588206.000000 Penalty: 5030.604492
	Iteration 22Q: 3 clusters Score -3588206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3588260.000000 Penalty: 5030.604492
	Iteration 23Q: 3 clusters Score -3588260 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3588298.250000 Penalty: 5030.604492
	Iteration 24Q: 3 clusters Score -3588298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3588337.000000 Penalty: 5030.604492
	Iteration 25Q: 3 clusters Score -3588337 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3588362.000000 Penalty: 5030.604492
	Iteration 26Q: 3 clusters Score -3588362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3588387.250000 Penalty: 5030.604492
	Iteration 27Q: 3 clusters Score -3588387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3588412.250000 Penalty: 5030.604492
	Iteration 28Q: 3 clusters Score -3588412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3588425.250000 Penalty: 5030.604492
	Iteration 29Q: 3 clusters Score -3588425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3588447.250000 Penalty: 5030.604492
	Iteration 30Q: 3 clusters Score -3588447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3588452.750000 Penalty: 5030.604492
	Iteration 31Q: 3 clusters Score -3588453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3588460.750000 Penalty: 5030.604492
	Iteration 32Q: 3 clusters Score -3588461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3588474.750000 Penalty: 5030.604492
	Iteration 33Q: 3 clusters Score -3588475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3588473.750000 Penalty: 5030.604492
	Iteration 34Q: 3 clusters Score -3588474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3588479.250000 Penalty: 5030.604492
	Iteration 35Q: 3 clusters Score -3588479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3588478.250000 Penalty: 5030.604492
	Iteration 36Q: 3 clusters Score -3588478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3588489.250000 Penalty: 5030.604492
	Iteration 37Q: 3 clusters Score -3588489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3588496.500000 Penalty: 5030.604492
	Iteration 38Q: 3 clusters Score -3588496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3588507.750000 Penalty: 5030.604492
	Iteration 39Q: 3 clusters Score -3588508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3588508.500000 Penalty: 5030.604492
	Iteration 40F: 3 clusters Score -3588508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3588508.500000 Penalty: 5030.604492
	Iteration 41Q: 3 clusters Score -3588508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3588515.250000 Penalty: 5030.604492
	Iteration 42Q: 3 clusters Score -3588515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3588517.500000 Penalty: 5030.604492
	Iteration 43Q: 3 clusters Score -3588518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3588517.250000 Penalty: 5030.604492
	Iteration 44Q: 3 clusters Score -3588517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3588517.250000 Penalty: 5030.604492
	Iteration 45F: 3 clusters Score -3588517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Entering Unmasked Estep 
Score: -101733.914062 Penalty: 1667.212280
	Iteration 0F: 2 clusters Score -101733.9 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 435 members 
Entering Unmasked Estep 
Score: -99919.007812 Penalty: 3334.424561
	Iteration 0F: 3 clusters Score -99919.01 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100252.882812 Penalty: 3334.424561
	Iteration 1F: 3 clusters Score -100252.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100405.507812 Penalty: 3334.424561
	Iteration 2F: 3 clusters Score -100405.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100560.851562 Penalty: 3334.424561
	Iteration 3F: 3 clusters Score -100560.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100765.023438 Penalty: 3334.424561
	Iteration 4F: 3 clusters Score -100765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101246.750000 Penalty: 3334.424561
	Iteration 5F: 3 clusters Score -101246.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -101954.609375 Penalty: 3334.424561
	Iteration 6F: 3 clusters Score -101954.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102054.171875 Penalty: 3334.424561
	Iteration 7Q: 3 clusters Score -102054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102117.023438 Penalty: 3334.424561
	Iteration 8Q: 3 clusters Score -102117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -102157.117188 Penalty: 3334.424561
	Iteration 9Q: 3 clusters Score -102157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102182.875000 Penalty: 3334.424561
	Iteration 10Q: 3 clusters Score -102182.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102223.640625 Penalty: 3334.424561
	Iteration 11Q: 3 clusters Score -102223.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -102252.539062 Penalty: 3334.424561
	Iteration 12Q: 3 clusters Score -102252.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -102275.226562 Penalty: 3334.424561
	Iteration 13Q: 3 clusters Score -102275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -102283.531250 Penalty: 3334.424561
	Iteration 14Q: 3 clusters Score -102283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102291.531250 Penalty: 3334.424561
	Iteration 15Q: 3 clusters Score -102291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -102300.187500 Penalty: 3334.424561
	Iteration 16Q: 3 clusters Score -102300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102311.179688 Penalty: 3334.424561
	Iteration 17Q: 3 clusters Score -102311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102322.234375 Penalty: 3334.424561
	Iteration 18Q: 3 clusters Score -102322.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102344.515625 Penalty: 3334.424561
	Iteration 19Q: 3 clusters Score -102344.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102357.617188 Penalty: 3334.424561
	Iteration 20F: 3 clusters Score -102357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102377.953125 Penalty: 3334.424561
	Iteration 21Q: 3 clusters Score -102378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102391.257812 Penalty: 3334.424561
	Iteration 22Q: 3 clusters Score -102391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102402.140625 Penalty: 3334.424561
	Iteration 23Q: 3 clusters Score -102402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102404.656250 Penalty: 3334.424561
	Iteration 24Q: 3 clusters Score -102404.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102408.195312 Penalty: 3334.424561
	Iteration 25Q: 3 clusters Score -102408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102414.445312 Penalty: 3334.424561
	Iteration 26Q: 3 clusters Score -102414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102420.210938 Penalty: 3334.424561
	Iteration 27Q: 3 clusters Score -102420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102436.195312 Penalty: 3334.424561
	Iteration 28Q: 3 clusters Score -102436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102449.914062 Penalty: 3334.424561
	Iteration 29Q: 3 clusters Score -102449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -102462.585938 Penalty: 3334.424561
	Iteration 30Q: 3 clusters Score -102462.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102487.968750 Penalty: 3334.424561
	Iteration 31Q: 3 clusters Score -102488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -102498.906250 Penalty: 3334.424561
	Iteration 32Q: 3 clusters Score -102498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102504.593750 Penalty: 3334.424561
	Iteration 33Q: 3 clusters Score -102504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102505.929688 Penalty: 3334.424561
	Iteration 34Q: 3 clusters Score -102505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102510.531250 Penalty: 3334.424561
	Iteration 35Q: 3 clusters Score -102510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -102520.460938 Penalty: 3334.424561
	Iteration 36Q: 3 clusters Score -102520.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102526.156250 Penalty: 3334.424561
	Iteration 37Q: 3 clusters Score -102526.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102528.742188 Penalty: 3334.424561
	Iteration 38Q: 3 clusters Score -102528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102528.742188 Penalty: 3334.424561
	Iteration 39F: 3 clusters Score -102528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1945 members 
Mstep: Class 3 contains 1481 members 
Mstep: Class 4 contains 2983 members 
Mstep: Class 5 contains 549 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 30262 members 
Mstep: Class 9 contains 110434 members 
Mstep: Class 10 contains 1303 members 
Mstep: Class 14 contains 160187 members 
Mstep: Class 15 contains 108432 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 319 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 21 contains 139070 members 
Mstep: Class 22 contains 29649 members 
Entering Unmasked Estep 
Score: -84916576.000000 Penalty: 59508.957031
Splitting cluster 17 changes total score from -84917424.000000 to -84916576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (1869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Entering Unmasked Estep 
Score: -259115.875000 Penalty: 1868.223389
	Iteration 0F: 2 clusters Score -259115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -256569.968750 Penalty: 3736.446777
	Iteration 0F: 3 clusters Score -256570 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -256974.265625 Penalty: 3736.446777
	Iteration 1F: 3 clusters Score -256974.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -257085.750000 Penalty: 3736.446777
	Iteration 2F: 3 clusters Score -257085.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -257144.578125 Penalty: 3736.446777
	Iteration 3Q: 3 clusters Score -257144.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -257175.218750 Penalty: 3736.446777
	Iteration 4Q: 3 clusters Score -257175.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -257189.000000 Penalty: 3736.446777
	Iteration 5Q: 3 clusters Score -257189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -257198.093750 Penalty: 3736.446777
	Iteration 6Q: 3 clusters Score -257198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -257206.609375 Penalty: 3736.446777
	Iteration 7Q: 3 clusters Score -257206.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -257217.546875 Penalty: 3736.446777
	Iteration 8Q: 3 clusters Score -257217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -257224.437500 Penalty: 3736.446777
	Iteration 9Q: 3 clusters Score -257224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -257227.593750 Penalty: 3736.446777
	Iteration 10Q: 3 clusters Score -257227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -257230.906250 Penalty: 3736.446777
	Iteration 11Q: 3 clusters Score -257230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -257231.890625 Penalty: 3736.446777
	Iteration 12Q: 3 clusters Score -257231.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -257233.093750 Penalty: 3736.446777
	Iteration 13Q: 3 clusters Score -257233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257235.140625 Penalty: 3736.446777
	Iteration 14Q: 3 clusters Score -257235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257236.796875 Penalty: 3736.446777
	Iteration 15Q: 3 clusters Score -257236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257237.453125 Penalty: 3736.446777
	Iteration 16Q: 3 clusters Score -257237.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -257237.687500 Penalty: 3736.446777
	Iteration 17Q: 3 clusters Score -257237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257239.062500 Penalty: 3736.446777
	Iteration 18Q: 3 clusters Score -257239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -257239.062500 Penalty: 3736.446777
	Iteration 19F: 3 clusters Score -257239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27666.765625 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27666.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26516.748047 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26516.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26607.451172 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26607.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26625.472656 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26625.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26637.970703 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26637.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26637.970703 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26637.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (139070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139070 members 
Entering Unmasked Estep 
Score: -19477016.000000 Penalty: 2936.997559
	Iteration 0F: 2 clusters Score -1.947702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 69579 members 
Entering Unmasked Estep 
Score: -19386254.000000 Penalty: 5873.995117
	Iteration 0F: 3 clusters Score -1.938625e+07 nChanged 66404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 69519 members 
Entering Unmasked Estep 
Score: -19425254.000000 Penalty: 5873.995117
	Iteration 1F: 3 clusters Score -1.942525e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69443 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -19426414.000000 Penalty: 5873.995117
	Iteration 2Q: 3 clusters Score -1.942641e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -19427934.000000 Penalty: 5873.995117
	Iteration 3Q: 3 clusters Score -1.942793e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 70130 members 
Entering Unmasked Estep 
Score: -19430020.000000 Penalty: 5873.995117
	Iteration 4Q: 3 clusters Score -1.943002e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68702 members 
Mstep: Class 2 contains 70368 members 
Entering Unmasked Estep 
Score: -19433400.000000 Penalty: 5873.995117
	Iteration 5Q: 3 clusters Score -1.94334e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68509 members 
Mstep: Class 2 contains 70561 members 
Entering Unmasked Estep 
Score: -19437942.000000 Penalty: 5873.995117
	Iteration 6F: 3 clusters Score -1.943794e+07 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -19443294.000000 Penalty: 5873.995117
	Iteration 7F: 3 clusters Score -1.944329e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -19449042.000000 Penalty: 5873.995117
	Iteration 8F: 3 clusters Score -1.944904e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -19454580.000000 Penalty: 5873.995117
	Iteration 9F: 3 clusters Score -1.945458e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71957 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -19458320.000000 Penalty: 5873.995117
	Iteration 10F: 3 clusters Score -1.945832e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -19460514.000000 Penalty: 5873.995117
	Iteration 11Q: 3 clusters Score -1.946051e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -19461864.000000 Penalty: 5873.995117
	Iteration 12Q: 3 clusters Score -1.946186e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76726 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -19462922.000000 Penalty: 5873.995117
	Iteration 13Q: 3 clusters Score -1.946292e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -19463592.000000 Penalty: 5873.995117
	Iteration 14Q: 3 clusters Score -1.946359e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -19464206.000000 Penalty: 5873.995117
	Iteration 15Q: 3 clusters Score -1.946421e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -19464930.000000 Penalty: 5873.995117
	Iteration 16Q: 3 clusters Score -1.946493e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84236 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -19465494.000000 Penalty: 5873.995117
	Iteration 17Q: 3 clusters Score -1.946549e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -19465944.000000 Penalty: 5873.995117
	Iteration 18Q: 3 clusters Score -1.946594e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -19466382.000000 Penalty: 5873.995117
	Iteration 19Q: 3 clusters Score -1.946638e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -19466922.000000 Penalty: 5873.995117
	Iteration 20F: 3 clusters Score -1.946692e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93108 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -19467530.000000 Penalty: 5873.995117
	Iteration 21Q: 3 clusters Score -1.946753e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95444 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -19468112.000000 Penalty: 5873.995117
	Iteration 22Q: 3 clusters Score -1.946811e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97798 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -19468792.000000 Penalty: 5873.995117
	Iteration 23Q: 3 clusters Score -1.946879e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100201 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -19469368.000000 Penalty: 5873.995117
	Iteration 24Q: 3 clusters Score -1.946937e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -19470110.000000 Penalty: 5873.995117
	Iteration 25Q: 3 clusters Score -1.947011e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104937 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -19470880.000000 Penalty: 5873.995117
	Iteration 26Q: 3 clusters Score -1.947088e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -19471576.000000 Penalty: 5873.995117
	Iteration 27Q: 3 clusters Score -1.947158e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109283 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -19472136.000000 Penalty: 5873.995117
	Iteration 28Q: 3 clusters Score -1.947214e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111283 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -19472746.000000 Penalty: 5873.995117
	Iteration 29Q: 3 clusters Score -1.947275e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113036 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -19473212.000000 Penalty: 5873.995117
	Iteration 30Q: 3 clusters Score -1.947321e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -19473656.000000 Penalty: 5873.995117
	Iteration 31Q: 3 clusters Score -1.947366e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115948 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -19474044.000000 Penalty: 5873.995117
	Iteration 32Q: 3 clusters Score -1.947404e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117196 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -19474344.000000 Penalty: 5873.995117
	Iteration 33Q: 3 clusters Score -1.947434e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118257 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -19474472.000000 Penalty: 5873.995117
	Iteration 34Q: 3 clusters Score -1.947447e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119185 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -19474632.000000 Penalty: 5873.995117
	Iteration 35Q: 3 clusters Score -1.947463e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120003 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -19474704.000000 Penalty: 5873.995117
	Iteration 36Q: 3 clusters Score -1.94747e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120729 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -19474752.000000 Penalty: 5873.995117
	Iteration 37Q: 3 clusters Score -1.947475e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121392 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -19474840.000000 Penalty: 5873.995117
	Iteration 38Q: 3 clusters Score -1.947484e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121996 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -19474914.000000 Penalty: 5873.995117
	Iteration 39Q: 3 clusters Score -1.947491e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -19474980.000000 Penalty: 5873.995117
	Iteration 40F: 3 clusters Score -1.947498e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123038 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -19475016.000000 Penalty: 5873.995117
	Iteration 41Q: 3 clusters Score -1.947502e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123521 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -19475094.000000 Penalty: 5873.995117
	Iteration 42Q: 3 clusters Score -1.947509e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123990 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -19475114.000000 Penalty: 5873.995117
	Iteration 43Q: 3 clusters Score -1.947511e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124445 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -19475192.000000 Penalty: 5873.995117
	Iteration 44Q: 3 clusters Score -1.947519e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124866 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -19475204.000000 Penalty: 5873.995117
	Iteration 45Q: 3 clusters Score -1.94752e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125205 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -19475244.000000 Penalty: 5873.995117
	Iteration 46Q: 3 clusters Score -1.947524e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -19475272.000000 Penalty: 5873.995117
	Iteration 47Q: 3 clusters Score -1.947527e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125809 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -19475328.000000 Penalty: 5873.995117
	Iteration 48Q: 3 clusters Score -1.947533e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126103 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -19475396.000000 Penalty: 5873.995117
	Iteration 49Q: 3 clusters Score -1.94754e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126368 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -19475424.000000 Penalty: 5873.995117
	Iteration 50Q: 3 clusters Score -1.947542e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126602 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -19475392.000000 Penalty: 5873.995117
	Iteration 51Q: 3 clusters Score -1.947539e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126842 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -19475426.000000 Penalty: 5873.995117
	Iteration 52Q: 3 clusters Score -1.947543e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127078 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -19475432.000000 Penalty: 5873.995117
	Iteration 53Q: 3 clusters Score -1.947543e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127316 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -19475450.000000 Penalty: 5873.995117
	Iteration 54Q: 3 clusters Score -1.947545e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127528 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -19475482.000000 Penalty: 5873.995117
	Iteration 55Q: 3 clusters Score -1.947548e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127728 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -19475450.000000 Penalty: 5873.995117
	Iteration 56Q: 3 clusters Score -1.947545e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127924 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -19475472.000000 Penalty: 5873.995117
	Iteration 57Q: 3 clusters Score -1.947547e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -19475476.000000 Penalty: 5873.995117
	Iteration 58Q: 3 clusters Score -1.947548e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128257 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -19475460.000000 Penalty: 5873.995117
	Iteration 59Q: 3 clusters Score -1.947546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128410 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -19475476.000000 Penalty: 5873.995117
	Iteration 60F: 3 clusters Score -1.947548e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128559 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -19475508.000000 Penalty: 5873.995117
	Iteration 61Q: 3 clusters Score -1.947551e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -19475484.000000 Penalty: 5873.995117
	Iteration 62Q: 3 clusters Score -1.947548e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128814 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -19475446.000000 Penalty: 5873.995117
	Iteration 63Q: 3 clusters Score -1.947545e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128943 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -19475450.000000 Penalty: 5873.995117
	Iteration 64Q: 3 clusters Score -1.947545e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129070 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -19475478.000000 Penalty: 5873.995117
	Iteration 65Q: 3 clusters Score -1.947548e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129187 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -19475510.000000 Penalty: 5873.995117
	Iteration 66Q: 3 clusters Score -1.947551e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129301 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -19475498.000000 Penalty: 5873.995117
	Iteration 67Q: 3 clusters Score -1.94755e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129418 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -19475516.000000 Penalty: 5873.995117
	Iteration 68Q: 3 clusters Score -1.947552e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129537 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -19475482.000000 Penalty: 5873.995117
	Iteration 69Q: 3 clusters Score -1.947548e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -19475502.000000 Penalty: 5873.995117
	Iteration 70Q: 3 clusters Score -1.94755e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129747 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -19475482.000000 Penalty: 5873.995117
	Iteration 71Q: 3 clusters Score -1.947548e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129845 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -19475484.000000 Penalty: 5873.995117
	Iteration 72Q: 3 clusters Score -1.947548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129930 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -19475512.000000 Penalty: 5873.995117
	Iteration 73Q: 3 clusters Score -1.947551e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130024 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -19475506.000000 Penalty: 5873.995117
	Iteration 74Q: 3 clusters Score -1.947551e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130123 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -19475522.000000 Penalty: 5873.995117
	Iteration 75Q: 3 clusters Score -1.947552e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130222 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -19475542.000000 Penalty: 5873.995117
	Iteration 76Q: 3 clusters Score -1.947554e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130312 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -19475494.000000 Penalty: 5873.995117
	Iteration 77Q: 3 clusters Score -1.947549e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130388 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -19475468.000000 Penalty: 5873.995117
	Iteration 78Q: 3 clusters Score -1.947547e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130449 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -19475492.000000 Penalty: 5873.995117
	Iteration 79Q: 3 clusters Score -1.947549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130509 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -19475502.000000 Penalty: 5873.995117
	Iteration 80F: 3 clusters Score -1.94755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -19475546.000000 Penalty: 5873.995117
	Iteration 81Q: 3 clusters Score -1.947555e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -19475550.000000 Penalty: 5873.995117
	Iteration 82Q: 3 clusters Score -1.947555e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130636 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -19475552.000000 Penalty: 5873.995117
	Iteration 83Q: 3 clusters Score -1.947555e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130672 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -19475542.000000 Penalty: 5873.995117
	Iteration 84Q: 3 clusters Score -1.947554e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130703 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -19475550.000000 Penalty: 5873.995117
	Iteration 85Q: 3 clusters Score -1.947555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130728 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -19475562.000000 Penalty: 5873.995117
	Iteration 86Q: 3 clusters Score -1.947556e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130767 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -19475562.000000 Penalty: 5873.995117
	Iteration 87Q: 3 clusters Score -1.947556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130800 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -19475560.000000 Penalty: 5873.995117
	Iteration 88Q: 3 clusters Score -1.947556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130828 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -19475568.000000 Penalty: 5873.995117
	Iteration 89Q: 3 clusters Score -1.947557e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130858 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -19475572.000000 Penalty: 5873.995117
	Iteration 90Q: 3 clusters Score -1.947557e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130892 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -19475554.000000 Penalty: 5873.995117
	Iteration 91Q: 3 clusters Score -1.947555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130914 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -19475568.000000 Penalty: 5873.995117
	Iteration 92Q: 3 clusters Score -1.947557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130944 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -19475564.000000 Penalty: 5873.995117
	Iteration 93Q: 3 clusters Score -1.947556e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -19475592.000000 Penalty: 5873.995117
	Iteration 94Q: 3 clusters Score -1.947559e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131012 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -19475602.000000 Penalty: 5873.995117
	Iteration 95Q: 3 clusters Score -1.94756e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131039 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -19475610.000000 Penalty: 5873.995117
	Iteration 96Q: 3 clusters Score -1.947561e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131060 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -19475596.000000 Penalty: 5873.995117
	Iteration 97Q: 3 clusters Score -1.94756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131090 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -19475624.000000 Penalty: 5873.995117
	Iteration 98Q: 3 clusters Score -1.947562e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131130 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -19475636.000000 Penalty: 5873.995117
	Iteration 99Q: 3 clusters Score -1.947564e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131166 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -19475640.000000 Penalty: 5873.995117
	Iteration 100F: 3 clusters Score -1.947564e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131203 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -19475614.000000 Penalty: 5873.995117
	Iteration 101Q: 3 clusters Score -1.947561e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -19475642.000000 Penalty: 5873.995117
	Iteration 102Q: 3 clusters Score -1.947564e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131273 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -19475638.000000 Penalty: 5873.995117
	Iteration 103Q: 3 clusters Score -1.947564e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131306 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -19475620.000000 Penalty: 5873.995117
	Iteration 104Q: 3 clusters Score -1.947562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131343 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -19475618.000000 Penalty: 5873.995117
	Iteration 105Q: 3 clusters Score -1.947562e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131379 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -19475626.000000 Penalty: 5873.995117
	Iteration 106Q: 3 clusters Score -1.947563e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131423 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -19475636.000000 Penalty: 5873.995117
	Iteration 107Q: 3 clusters Score -1.947564e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131474 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -19475660.000000 Penalty: 5873.995117
	Iteration 108Q: 3 clusters Score -1.947566e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131519 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -19475682.000000 Penalty: 5873.995117
	Iteration 109Q: 3 clusters Score -1.947568e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131570 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -19475688.000000 Penalty: 5873.995117
	Iteration 110Q: 3 clusters Score -1.947569e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -19475698.000000 Penalty: 5873.995117
	Iteration 111Q: 3 clusters Score -1.94757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -19475676.000000 Penalty: 5873.995117
	Iteration 112Q: 3 clusters Score -1.947568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131684 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -19475664.000000 Penalty: 5873.995117
	Iteration 113Q: 3 clusters Score -1.947566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -19475668.000000 Penalty: 5873.995117
	Iteration 114Q: 3 clusters Score -1.947567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131733 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -19475672.000000 Penalty: 5873.995117
	Iteration 115Q: 3 clusters Score -1.947567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131760 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -19475680.000000 Penalty: 5873.995117
	Iteration 116Q: 3 clusters Score -1.947568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131782 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -19475682.000000 Penalty: 5873.995117
	Iteration 117Q: 3 clusters Score -1.947568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131804 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -19475664.000000 Penalty: 5873.995117
	Iteration 118Q: 3 clusters Score -1.947566e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131821 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -19475660.000000 Penalty: 5873.995117
	Iteration 119Q: 3 clusters Score -1.947566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131835 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -19475668.000000 Penalty: 5873.995117
	Iteration 120F: 3 clusters Score -1.947567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131843 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -19475682.000000 Penalty: 5873.995117
	Iteration 121Q: 3 clusters Score -1.947568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -19475682.000000 Penalty: 5873.995117
	Iteration 122Q: 3 clusters Score -1.947568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131857 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -19475672.000000 Penalty: 5873.995117
	Iteration 123Q: 3 clusters Score -1.947567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131862 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -19475686.000000 Penalty: 5873.995117
	Iteration 124Q: 3 clusters Score -1.947569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131866 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -19475690.000000 Penalty: 5873.995117
	Iteration 125Q: 3 clusters Score -1.947569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131868 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -19475706.000000 Penalty: 5873.995117
	Iteration 126Q: 3 clusters Score -1.947571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -19475684.000000 Penalty: 5873.995117
	Iteration 127Q: 3 clusters Score -1.947568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131873 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -19475692.000000 Penalty: 5873.995117
	Iteration 128Q: 3 clusters Score -1.947569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131874 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -19475682.000000 Penalty: 5873.995117
	Iteration 129Q: 3 clusters Score -1.947568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -19475684.000000 Penalty: 5873.995117
	Iteration 130Q: 3 clusters Score -1.947568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -19475686.000000 Penalty: 5873.995117
	Iteration 131Q: 3 clusters Score -1.947569e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131876 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -19475686.000000 Penalty: 5873.995117
	Iteration 132F: 3 clusters Score -1.947569e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Entering Unmasked Estep 
Score: -4039544.000000 Penalty: 2553.701660
	Iteration 0F: 2 clusters Score -4039544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4019150.500000 Penalty: 5107.403320
	Iteration 0F: 3 clusters Score -4019150 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4026463.000000 Penalty: 5107.403320
	Iteration 1F: 3 clusters Score -4026463 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -4027273.000000 Penalty: 5107.403320
	Iteration 2F: 3 clusters Score -4027273 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -4028198.000000 Penalty: 5107.403320
	Iteration 3F: 3 clusters Score -4028198 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4029275.500000 Penalty: 5107.403320
	Iteration 4F: 3 clusters Score -4029276 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4030439.250000 Penalty: 5107.403320
	Iteration 5F: 3 clusters Score -4030439 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4031750.250000 Penalty: 5107.403320
	Iteration 6F: 3 clusters Score -4031750 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4033088.000000 Penalty: 5107.403320
	Iteration 7F: 3 clusters Score -4033088 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4034219.250000 Penalty: 5107.403320
	Iteration 8F: 3 clusters Score -4034219 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -4035036.500000 Penalty: 5107.403320
	Iteration 9F: 3 clusters Score -4035036 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -4035532.250000 Penalty: 5107.403320
	Iteration 10Q: 3 clusters Score -4035532 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -4035801.000000 Penalty: 5107.403320
	Iteration 11Q: 3 clusters Score -4035801 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -4035999.000000 Penalty: 5107.403320
	Iteration 12Q: 3 clusters Score -4035999 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4036183.500000 Penalty: 5107.403320
	Iteration 13Q: 3 clusters Score -4036184 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4036338.500000 Penalty: 5107.403320
	Iteration 14Q: 3 clusters Score -4036338 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4036511.750000 Penalty: 5107.403320
	Iteration 15Q: 3 clusters Score -4036512 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4036716.000000 Penalty: 5107.403320
	Iteration 16Q: 3 clusters Score -4036716 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -4036955.000000 Penalty: 5107.403320
	Iteration 17Q: 3 clusters Score -4036955 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4037168.750000 Penalty: 5107.403320
	Iteration 18Q: 3 clusters Score -4037169 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -4037379.500000 Penalty: 5107.403320
	Iteration 19Q: 3 clusters Score -4037380 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4037566.250000 Penalty: 5107.403320
	Iteration 20F: 3 clusters Score -4037566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -4037759.500000 Penalty: 5107.403320
	Iteration 21Q: 3 clusters Score -4037760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -4037976.500000 Penalty: 5107.403320
	Iteration 22Q: 3 clusters Score -4037976 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -4038216.000000 Penalty: 5107.403320
	Iteration 23Q: 3 clusters Score -4038216 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4038493.000000 Penalty: 5107.403320
	Iteration 24Q: 3 clusters Score -4038493 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4038816.250000 Penalty: 5107.403320
	Iteration 25Q: 3 clusters Score -4038816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -4039049.750000 Penalty: 5107.403320
	Iteration 26Q: 3 clusters Score -4039050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4039124.500000 Penalty: 5107.403320
	Iteration 27Q: 3 clusters Score -4039124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -4039147.750000 Penalty: 5107.403320
	Iteration 28Q: 3 clusters Score -4039148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4039146.250000 Penalty: 5107.403320
	Iteration 29Q: 3 clusters Score -4039146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4039149.750000 Penalty: 5107.403320
	Iteration 30Q: 3 clusters Score -4039150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4039151.250000 Penalty: 5107.403320
	Iteration 31Q: 3 clusters Score -4039151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4039153.750000 Penalty: 5107.403320
	Iteration 32Q: 3 clusters Score -4039154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -4039155.750000 Penalty: 5107.403320
	Iteration 33Q: 3 clusters Score -4039156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -4039157.500000 Penalty: 5107.403320
	Iteration 34Q: 3 clusters Score -4039158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -4039157.750000 Penalty: 5107.403320
	Iteration 35Q: 3 clusters Score -4039158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -4039158.250000 Penalty: 5107.403320
	Iteration 36Q: 3 clusters Score -4039158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -4039159.500000 Penalty: 5107.403320
	Iteration 37Q: 3 clusters Score -4039160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4039161.500000 Penalty: 5107.403320
	Iteration 38Q: 3 clusters Score -4039162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4039163.750000 Penalty: 5107.403320
	Iteration 39Q: 3 clusters Score -4039164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -4039163.750000 Penalty: 5107.403320
	Iteration 40F: 3 clusters Score -4039164 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -255823792.000000 Penalty: 60834.652344
23->18 Clusters: Score -255823792.000000, best is -256195168.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 26986 members 
Mstep: Class 3 contains 26760 members 
Mstep: Class 4 contains 26825 members 
Mstep: Class 5 contains 26496 members 
Mstep: Class 6 contains 26614 members 
Mstep: Class 7 contains 26766 members 
Mstep: Class 8 contains 26803 members 
Mstep: Class 9 contains 26869 members 
Mstep: Class 10 contains 26417 members 
Mstep: Class 11 contains 26801 members 
Mstep: Class 12 contains 26847 members 
Mstep: Class 13 contains 26850 members 
Mstep: Class 14 contains 26858 members 
Mstep: Class 15 contains 26616 members 
Mstep: Class 16 contains 26998 members 
Mstep: Class 17 contains 26754 members 
Mstep: Class 18 contains 26541 members 
Mstep: Class 19 contains 26921 members 
Mstep: Class 20 contains 26731 members 
Mstep: Class 21 contains 26968 members 
Mstep: Class 22 contains 26876 members 
Mstep: Class 23 contains 26846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 255.362106 but Gain 3306.054688
Score: -81941784.000000 Penalty: 72733.164062
Iteration 0F: 23 clusters Score -8.194178e+07 nChanged 586072
Entering Unmasked Mstep 
Mstep: Class 0 contains 2061 members 
Mstep: Class 1 contains 110544 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 13500 members 
Mstep: Class 4 contains 49104 members 
Mstep: Class 5 contains 33484 members 
Mstep: Class 6 contains 16065 members 
Mstep: Class 7 contains 38880 members 
Mstep: Class 8 contains 964 members 
Mstep: Class 9 contains 5735 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 4243 members 
Mstep: Class 12 contains 6986 members 
Mstep: Class 13 contains 8069 members 
Mstep: Class 14 contains 12727 members 
Mstep: Class 15 contains 4503 members 
Mstep: Class 16 contains 30571 members 
Mstep: Class 17 contains 39171 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 64046 members 
Mstep: Class 20 contains 94671 members 
Mstep: Class 22 contains 18053 members 
Mstep: Class 23 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1006.601685 but Gain 3306.046875
Score: -84044904.000000 Penalty: 69427.117188
Iteration 1F: 22 clusters Score -8.40449e+07 nChanged 173592
Entering Unmasked Mstep 
Mstep: Class 0 contains 1013 members 
Mstep: Class 1 contains 136390 members 
Mstep: Class 3 contains 9542 members 
Mstep: Class 4 contains 52040 members 
Mstep: Class 5 contains 27435 members 
Mstep: Class 6 contains 10272 members 
Mstep: Class 7 contains 31484 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 3562 members 
Mstep: Class 10 contains 7574 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 3762 members 
Mstep: Class 13 contains 4716 members 
Mstep: Class 14 contains 7216 members 
Mstep: Class 15 contains 1872 members 
Mstep: Class 16 contains 27129 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 18 contains 3065 members 
Mstep: Class 19 contains 75913 members 
Mstep: Class 20 contains 117003 members 
Mstep: Class 22 contains 13889 members 
Mstep: Class 23 contains 48599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 912.299072 but Gain 3306.054688
Score: -84390240.000000 Penalty: 66121.062500
Iteration 2F: 21 clusters Score -8.439024e+07 nChanged 118771
Entering Unmasked Mstep 
Mstep: Class 0 contains 148 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 49201 members 
Mstep: Class 5 contains 22010 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 23031 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 2870 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 866 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 3779 members 
Mstep: Class 16 contains 22318 members 
Mstep: Class 17 contains 18622 members 
Mstep: Class 18 contains 2314 members 
Mstep: Class 19 contains 80395 members 
Mstep: Class 20 contains 133317 members 
Mstep: Class 22 contains 10547 members 
Mstep: Class 23 contains 55605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2081.132812 but Gain 3306.054688
Score: -84528736.000000 Penalty: 62815.007812
Iteration 3F: 20 clusters Score -8.452874e+07 nChanged 95009
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 44184 members 
Mstep: Class 5 contains 18487 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 17045 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 7263 members 
Mstep: Class 11 contains 457 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 14 contains 1956 members 
Mstep: Class 16 contains 18470 members 
Mstep: Class 17 contains 9637 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 79844 members 
Mstep: Class 20 contains 144104 members 
Mstep: Class 22 contains 8003 members 
Mstep: Class 23 contains 58321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1698.630371 but Gain 3306.050781
Score: -84611304.000000 Penalty: 59508.957031
Iteration 4F: 19 clusters Score -8.46113e+07 nChanged 80420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 39543 members 
Mstep: Class 5 contains 16852 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 14756 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 3975 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 323 members 
Mstep: Class 12 contains 2677 members 
Mstep: Class 16 contains 16359 members 
Mstep: Class 17 contains 4850 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 76383 members 
Mstep: Class 20 contains 149918 members 
Mstep: Class 22 contains 6300 members 
Mstep: Class 23 contains 58454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2695.959961 but Gain 3306.054688
Score: -84663504.000000 Penalty: 56202.902344
Iteration 5F: 18 clusters Score -8.46635e+07 nChanged 69408
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 211645 members 
Mstep: Class 4 contains 36111 members 
Mstep: Class 5 contains 16945 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 15772 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 5443 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 370 members 
Mstep: Class 12 contains 2787 members 
Mstep: Class 16 contains 15574 members 
Mstep: Class 17 contains 2680 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 73044 members 
Mstep: Class 20 contains 154717 members 
Mstep: Class 22 contains 5108 members 
Mstep: Class 23 contains 57818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3218.345215 but Gain 3306.054688
Score: -84704224.000000 Penalty: 52896.847656
Iteration 6F: 17 clusters Score -8.470422e+07 nChanged 59778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 209016 members 
Mstep: Class 4 contains 33629 members 
Mstep: Class 5 contains 17489 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 680 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 16 contains 15644 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 70584 members 
Mstep: Class 20 contains 159774 members 
Mstep: Class 22 contains 4202 members 
Mstep: Class 23 contains 56589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84738816.000000 Penalty: 52896.847656
Iteration 7F: 17 clusters Score -8.473882e+07 nChanged 52712
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 202265 members 
Mstep: Class 4 contains 31883 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8387 members 
Mstep: Class 10 contains 14884 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 16 contains 15364 members 
Mstep: Class 17 contains 1667 members 
Mstep: Class 18 contains 3550 members 
Mstep: Class 19 contains 69165 members 
Mstep: Class 20 contains 164294 members 
Mstep: Class 22 contains 3551 members 
Mstep: Class 23 contains 54938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84769208.000000 Penalty: 52896.847656
Iteration 8F: 17 clusters Score -8.476921e+07 nChanged 49245
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 194724 members 
Mstep: Class 4 contains 30641 members 
Mstep: Class 5 contains 18807 members 
Mstep: Class 7 contains 23005 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 9876 members 
Mstep: Class 10 contains 17047 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 2758 members 
Mstep: Class 16 contains 15115 members 
Mstep: Class 17 contains 1560 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 69198 members 
Mstep: Class 20 contains 168012 members 
Mstep: Class 22 contains 3139 members 
Mstep: Class 23 contains 53345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84794352.000000 Penalty: 52896.847656
Iteration 9F: 17 clusters Score -8.479435e+07 nChanged 46191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 188711 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 19426 members 
Mstep: Class 7 contains 24804 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 11358 members 
Mstep: Class 10 contains 18939 members 
Mstep: Class 11 contains 1878 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 16 contains 15010 members 
Mstep: Class 17 contains 1505 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 70233 members 
Mstep: Class 20 contains 169100 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 51810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84817824.000000 Penalty: 52896.847656
Iteration 10F: 17 clusters Score -8.481782e+07 nChanged 42439
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 184915 members 
Mstep: Class 4 contains 29415 members 
Mstep: Class 5 contains 19919 members 
Mstep: Class 7 contains 26259 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 12817 members 
Mstep: Class 10 contains 20583 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 1479 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 71743 members 
Mstep: Class 20 contains 168033 members 
Mstep: Class 22 contains 2617 members 
Mstep: Class 23 contains 49926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84837560.000000 Penalty: 52896.847656
Iteration 11F: 17 clusters Score -8.483756e+07 nChanged 36664
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 4 contains 29143 members 
Mstep: Class 5 contains 20190 members 
Mstep: Class 7 contains 27363 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 14248 members 
Mstep: Class 10 contains 22015 members 
Mstep: Class 11 contains 1920 members 
Mstep: Class 12 contains 2207 members 
Mstep: Class 16 contains 15390 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 7181 members 
Mstep: Class 19 contains 73304 members 
Mstep: Class 20 contains 166424 members 
Mstep: Class 22 contains 2449 members 
Mstep: Class 23 contains 47987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84852424.000000 Penalty: 52896.847656
Iteration 12F: 17 clusters Score -8.485242e+07 nChanged 30289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 179739 members 
Mstep: Class 4 contains 28996 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 7 contains 28238 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 15439 members 
Mstep: Class 10 contains 23305 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 2063 members 
Mstep: Class 16 contains 15836 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 74733 members 
Mstep: Class 20 contains 164676 members 
Mstep: Class 22 contains 2327 members 
Mstep: Class 23 contains 46008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84862784.000000 Penalty: 52896.847656
Iteration 13Q: 17 clusters Score -8.486278e+07 nChanged 24758
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 4 contains 28882 members 
Mstep: Class 5 contains 20463 members 
Mstep: Class 7 contains 29056 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 16517 members 
Mstep: Class 10 contains 24461 members 
Mstep: Class 11 contains 1923 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 16514 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 9242 members 
Mstep: Class 19 contains 76084 members 
Mstep: Class 20 contains 162742 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 44007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84871240.000000 Penalty: 52896.847656
Iteration 14Q: 17 clusters Score -8.487124e+07 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 176017 members 
Mstep: Class 4 contains 28796 members 
Mstep: Class 5 contains 20598 members 
Mstep: Class 7 contains 29709 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 25455 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 16 contains 17286 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 77340 members 
Mstep: Class 20 contains 160846 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 42041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84877224.000000 Penalty: 52896.847656
Iteration 15Q: 17 clusters Score -8.487722e+07 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 174852 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 20776 members 
Mstep: Class 7 contains 30192 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 18323 members 
Mstep: Class 10 contains 26315 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 16 contains 18189 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 78425 members 
Mstep: Class 20 contains 158806 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 40188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84883040.000000 Penalty: 52896.847656
Iteration 16Q: 17 clusters Score -8.488304e+07 nChanged 15368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173977 members 
Mstep: Class 4 contains 28346 members 
Mstep: Class 5 contains 20948 members 
Mstep: Class 7 contains 30598 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 27069 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 16 contains 19107 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 12283 members 
Mstep: Class 19 contains 79241 members 
Mstep: Class 20 contains 156978 members 
Mstep: Class 22 contains 2102 members 
Mstep: Class 23 contains 38442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84887592.000000 Penalty: 52896.847656
Iteration 17Q: 17 clusters Score -8.488759e+07 nChanged 13769
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 173294 members 
Mstep: Class 4 contains 27979 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 7 contains 30851 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 19576 members 
Mstep: Class 10 contains 27693 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 16 contains 19955 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 13303 members 
Mstep: Class 19 contains 80065 members 
Mstep: Class 20 contains 155325 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 36905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84891336.000000 Penalty: 52896.847656
Iteration 18Q: 17 clusters Score -8.489134e+07 nChanged 12377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 4 contains 27501 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 7 contains 31039 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 20020 members 
Mstep: Class 10 contains 28201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 16 contains 20784 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 14310 members 
Mstep: Class 19 contains 80684 members 
Mstep: Class 20 contains 153968 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 35584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84895080.000000 Penalty: 52896.847656
Iteration 19Q: 17 clusters Score -8.489508e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 172095 members 
Mstep: Class 4 contains 27075 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 7 contains 31130 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 20398 members 
Mstep: Class 10 contains 28689 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 1688 members 
Mstep: Class 16 contains 21594 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 15286 members 
Mstep: Class 19 contains 81173 members 
Mstep: Class 20 contains 152781 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 34424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84897848.000000 Penalty: 52896.847656
Iteration 20F: 17 clusters Score -8.489785e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 171535 members 
Mstep: Class 4 contains 26541 members 
Mstep: Class 5 contains 21674 members 
Mstep: Class 7 contains 31212 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 20700 members 
Mstep: Class 10 contains 29054 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 1668 members 
Mstep: Class 16 contains 22332 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 16198 members 
Mstep: Class 19 contains 81506 members 
Mstep: Class 20 contains 151961 members 
Mstep: Class 22 contains 2041 members 
Mstep: Class 23 contains 33444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84900568.000000 Penalty: 52896.847656
Iteration 21Q: 17 clusters Score -8.490057e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170926 members 
Mstep: Class 4 contains 25995 members 
Mstep: Class 5 contains 21856 members 
Mstep: Class 7 contains 31217 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 20913 members 
Mstep: Class 10 contains 29314 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 16 contains 23063 members 
Mstep: Class 17 contains 1417 members 
Mstep: Class 18 contains 17007 members 
Mstep: Class 19 contains 81781 members 
Mstep: Class 20 contains 151492 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 32610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84903048.000000 Penalty: 52896.847656
Iteration 22Q: 17 clusters Score -8.490305e+07 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 170467 members 
Mstep: Class 4 contains 25469 members 
Mstep: Class 5 contains 21989 members 
Mstep: Class 7 contains 31178 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 21103 members 
Mstep: Class 10 contains 29567 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 1649 members 
Mstep: Class 16 contains 23675 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 17783 members 
Mstep: Class 19 contains 81922 members 
Mstep: Class 20 contains 151142 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84904768.000000 Penalty: 52896.847656
Iteration 23Q: 17 clusters Score -8.490477e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169970 members 
Mstep: Class 4 contains 24938 members 
Mstep: Class 5 contains 22093 members 
Mstep: Class 7 contains 31159 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21205 members 
Mstep: Class 10 contains 29800 members 
Mstep: Class 11 contains 1950 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 16 contains 24266 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 18509 members 
Mstep: Class 19 contains 82063 members 
Mstep: Class 20 contains 150891 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 31292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84906200.000000 Penalty: 52896.847656
Iteration 24Q: 17 clusters Score -8.49062e+07 nChanged 7714
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169572 members 
Mstep: Class 4 contains 24394 members 
Mstep: Class 5 contains 22217 members 
Mstep: Class 7 contains 31150 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 29997 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 16 contains 24812 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 19173 members 
Mstep: Class 19 contains 82039 members 
Mstep: Class 20 contains 150808 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 30779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84907152.000000 Penalty: 52896.847656
Iteration 25Q: 17 clusters Score -8.490715e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169240 members 
Mstep: Class 4 contains 23838 members 
Mstep: Class 5 contains 22328 members 
Mstep: Class 7 contains 31103 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21311 members 
Mstep: Class 10 contains 30218 members 
Mstep: Class 11 contains 1945 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 19746 members 
Mstep: Class 19 contains 81973 members 
Mstep: Class 20 contains 150822 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 30336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84908512.000000 Penalty: 52896.847656
Iteration 26Q: 17 clusters Score -8.490851e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168961 members 
Mstep: Class 4 contains 23301 members 
Mstep: Class 5 contains 22436 members 
Mstep: Class 7 contains 31050 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21348 members 
Mstep: Class 10 contains 30404 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 20276 members 
Mstep: Class 19 contains 81880 members 
Mstep: Class 20 contains 150903 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 29932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84909384.000000 Penalty: 52896.847656
Iteration 27Q: 17 clusters Score -8.490938e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168805 members 
Mstep: Class 4 contains 22846 members 
Mstep: Class 5 contains 22536 members 
Mstep: Class 7 contains 31008 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21413 members 
Mstep: Class 10 contains 30590 members 
Mstep: Class 11 contains 1947 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 20747 members 
Mstep: Class 19 contains 81713 members 
Mstep: Class 20 contains 150848 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 29581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84910328.000000 Penalty: 52896.847656
Iteration 28Q: 17 clusters Score -8.491033e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168692 members 
Mstep: Class 4 contains 22372 members 
Mstep: Class 5 contains 22640 members 
Mstep: Class 7 contains 30964 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21489 members 
Mstep: Class 10 contains 30756 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 16 contains 26443 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 21154 members 
Mstep: Class 19 contains 81519 members 
Mstep: Class 20 contains 150858 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 29312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911376.000000 Penalty: 52896.847656
Iteration 29Q: 17 clusters Score -8.491138e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168616 members 
Mstep: Class 4 contains 21912 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 7 contains 30941 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21555 members 
Mstep: Class 10 contains 30884 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 1647 members 
Mstep: Class 16 contains 26762 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 21520 members 
Mstep: Class 19 contains 81301 members 
Mstep: Class 20 contains 150865 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 29098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84911824.000000 Penalty: 52896.847656
Iteration 30Q: 17 clusters Score -8.491182e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168473 members 
Mstep: Class 4 contains 21440 members 
Mstep: Class 5 contains 22832 members 
Mstep: Class 7 contains 30937 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21619 members 
Mstep: Class 10 contains 30998 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 16 contains 27055 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 21841 members 
Mstep: Class 19 contains 81093 members 
Mstep: Class 20 contains 151002 members 
Mstep: Class 22 contains 2020 members 
Mstep: Class 23 contains 28905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912272.000000 Penalty: 52896.847656
Iteration 31Q: 17 clusters Score -8.491227e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168481 members 
Mstep: Class 4 contains 21020 members 
Mstep: Class 5 contains 22917 members 
Mstep: Class 7 contains 30926 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21666 members 
Mstep: Class 10 contains 31102 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 1645 members 
Mstep: Class 16 contains 27336 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 22145 members 
Mstep: Class 19 contains 80871 members 
Mstep: Class 20 contains 151011 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 28724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912464.000000 Penalty: 52896.847656
Iteration 32Q: 17 clusters Score -8.491246e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168511 members 
Mstep: Class 4 contains 20594 members 
Mstep: Class 5 contains 23005 members 
Mstep: Class 7 contains 30909 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21684 members 
Mstep: Class 10 contains 31185 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 16 contains 27577 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 80674 members 
Mstep: Class 20 contains 151093 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 28549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912864.000000 Penalty: 52896.847656
Iteration 33Q: 17 clusters Score -8.491286e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168534 members 
Mstep: Class 4 contains 20178 members 
Mstep: Class 5 contains 23099 members 
Mstep: Class 7 contains 30878 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21698 members 
Mstep: Class 10 contains 31281 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 16 contains 27813 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 22674 members 
Mstep: Class 19 contains 80500 members 
Mstep: Class 20 contains 151145 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 28416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912768.000000 Penalty: 52896.847656
Iteration 34Q: 17 clusters Score -8.491277e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 4 contains 19783 members 
Mstep: Class 5 contains 23184 members 
Mstep: Class 7 contains 30856 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21697 members 
Mstep: Class 10 contains 31341 members 
Mstep: Class 11 contains 1938 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 16 contains 28015 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 22879 members 
Mstep: Class 19 contains 80336 members 
Mstep: Class 20 contains 151223 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 28318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84912792.000000 Penalty: 52896.847656
Iteration 35Q: 17 clusters Score -8.491279e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168733 members 
Mstep: Class 4 contains 19349 members 
Mstep: Class 5 contains 23273 members 
Mstep: Class 7 contains 30852 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 21689 members 
Mstep: Class 10 contains 31381 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 16 contains 28244 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 23029 members 
Mstep: Class 19 contains 80221 members 
Mstep: Class 20 contains 151201 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 28241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913032.000000 Penalty: 52896.847656
Iteration 36Q: 17 clusters Score -8.491303e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168899 members 
Mstep: Class 4 contains 18953 members 
Mstep: Class 5 contains 23335 members 
Mstep: Class 7 contains 30840 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 21679 members 
Mstep: Class 10 contains 31444 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 16 contains 28445 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 23155 members 
Mstep: Class 19 contains 80122 members 
Mstep: Class 20 contains 151183 members 
Mstep: Class 22 contains 2010 members 
Mstep: Class 23 contains 28163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913040.000000 Penalty: 52896.847656
Iteration 37Q: 17 clusters Score -8.491304e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169062 members 
Mstep: Class 4 contains 18562 members 
Mstep: Class 5 contains 23390 members 
Mstep: Class 7 contains 30835 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 21661 members 
Mstep: Class 10 contains 31499 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 1631 members 
Mstep: Class 16 contains 28624 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 23283 members 
Mstep: Class 19 contains 80075 members 
Mstep: Class 20 contains 151119 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 28110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84913240.000000 Penalty: 52896.847656
Iteration 38Q: 17 clusters Score -8.491324e+07 nChanged 2621
Entering ConstructFrom: 
Score: -84913240.000000 Penalty: 52896.847656
Entering ConstructFrom: 
Trying to split cluster 1 (169183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Entering Unmasked Estep 
Score: -23569672.000000 Penalty: 2985.606689
	Iteration 0F: 2 clusters Score -2.356967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84503 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -23461150.000000 Penalty: 5971.213379
	Iteration 0F: 3 clusters Score -2.346115e+07 nChanged 81106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -23507666.000000 Penalty: 5971.213379
	Iteration 1F: 3 clusters Score -2.350767e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82624 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -23508442.000000 Penalty: 5971.213379
	Iteration 2Q: 3 clusters Score -2.350844e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 87691 members 
Entering Unmasked Estep 
Score: -23509094.000000 Penalty: 5971.213379
	Iteration 3Q: 3 clusters Score -2.350909e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79703 members 
Mstep: Class 2 contains 89480 members 
Entering Unmasked Estep 
Score: -23509884.000000 Penalty: 5971.213379
	Iteration 4Q: 3 clusters Score -2.350988e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -23511086.000000 Penalty: 5971.213379
	Iteration 5Q: 3 clusters Score -2.351109e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72969 members 
Mstep: Class 2 contains 96214 members 
Entering Unmasked Estep 
Score: -23512800.000000 Penalty: 5971.213379
	Iteration 6Q: 3 clusters Score -2.35128e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -23515910.000000 Penalty: 5971.213379
	Iteration 7Q: 3 clusters Score -2.351591e+07 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 110608 members 
Entering Unmasked Estep 
Score: -23521500.000000 Penalty: 5971.213379
	Iteration 8F: 3 clusters Score -2.35215e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 121260 members 
Entering Unmasked Estep 
Score: -23530694.000000 Penalty: 5971.213379
	Iteration 9F: 3 clusters Score -2.353069e+07 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 132820 members 
Entering Unmasked Estep 
Score: -23542416.000000 Penalty: 5971.213379
	Iteration 10F: 3 clusters Score -2.354242e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 142413 members 
Entering Unmasked Estep 
Score: -23552804.000000 Penalty: 5971.213379
	Iteration 11F: 3 clusters Score -2.35528e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 148704 members 
Entering Unmasked Estep 
Score: -23559840.000000 Penalty: 5971.213379
	Iteration 12Q: 3 clusters Score -2.355984e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -23563654.000000 Penalty: 5971.213379
	Iteration 13Q: 3 clusters Score -2.356365e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 155625 members 
Entering Unmasked Estep 
Score: -23565746.000000 Penalty: 5971.213379
	Iteration 14Q: 3 clusters Score -2.356575e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 157984 members 
Entering Unmasked Estep 
Score: -23567024.000000 Penalty: 5971.213379
	Iteration 15Q: 3 clusters Score -2.356702e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 159959 members 
Entering Unmasked Estep 
Score: -23567740.000000 Penalty: 5971.213379
	Iteration 16Q: 3 clusters Score -2.356774e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -23568222.000000 Penalty: 5971.213379
	Iteration 17Q: 3 clusters Score -2.356822e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 162843 members 
Entering Unmasked Estep 
Score: -23568638.000000 Penalty: 5971.213379
	Iteration 18Q: 3 clusters Score -2.356864e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -23568852.000000 Penalty: 5971.213379
	Iteration 19Q: 3 clusters Score -2.356885e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 164592 members 
Entering Unmasked Estep 
Score: -23568920.000000 Penalty: 5971.213379
	Iteration 20F: 3 clusters Score -2.356892e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -23568818.000000 Penalty: 5971.213379
	Iteration 21Q: 3 clusters Score -2.356882e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 165559 members 
Entering Unmasked Estep 
Score: -23568730.000000 Penalty: 5971.213379
	Iteration 22Q: 3 clusters Score -2.356873e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -23568684.000000 Penalty: 5971.213379
	Iteration 23Q: 3 clusters Score -2.356868e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 166139 members 
Entering Unmasked Estep 
Score: -23568640.000000 Penalty: 5971.213379
	Iteration 24Q: 3 clusters Score -2.356864e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 166366 members 
Entering Unmasked Estep 
Score: -23568550.000000 Penalty: 5971.213379
	Iteration 25Q: 3 clusters Score -2.356855e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -23568528.000000 Penalty: 5971.213379
	Iteration 26Q: 3 clusters Score -2.356853e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -23568478.000000 Penalty: 5971.213379
	Iteration 27Q: 3 clusters Score -2.356848e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 166858 members 
Entering Unmasked Estep 
Score: -23568454.000000 Penalty: 5971.213379
	Iteration 28Q: 3 clusters Score -2.356845e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 166978 members 
Entering Unmasked Estep 
Score: -23568444.000000 Penalty: 5971.213379
	Iteration 29Q: 3 clusters Score -2.356844e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -23568386.000000 Penalty: 5971.213379
	Iteration 30Q: 3 clusters Score -2.356839e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 167152 members 
Entering Unmasked Estep 
Score: -23568382.000000 Penalty: 5971.213379
	Iteration 31Q: 3 clusters Score -2.356838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -23568396.000000 Penalty: 5971.213379
	Iteration 32Q: 3 clusters Score -2.35684e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 167282 members 
Entering Unmasked Estep 
Score: -23568382.000000 Penalty: 5971.213379
	Iteration 33Q: 3 clusters Score -2.356838e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 167327 members 
Entering Unmasked Estep 
Score: -23568356.000000 Penalty: 5971.213379
	Iteration 34Q: 3 clusters Score -2.356836e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 167368 members 
Entering Unmasked Estep 
Score: -23568334.000000 Penalty: 5971.213379
	Iteration 35Q: 3 clusters Score -2.356833e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 167402 members 
Entering Unmasked Estep 
Score: -23568332.000000 Penalty: 5971.213379
	Iteration 36Q: 3 clusters Score -2.356833e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 167437 members 
Entering Unmasked Estep 
Score: -23568316.000000 Penalty: 5971.213379
	Iteration 37Q: 3 clusters Score -2.356832e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 167468 members 
Entering Unmasked Estep 
Score: -23568316.000000 Penalty: 5971.213379
	Iteration 38Q: 3 clusters Score -2.356832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -23568284.000000 Penalty: 5971.213379
	Iteration 39Q: 3 clusters Score -2.356828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 167529 members 
Entering Unmasked Estep 
Score: -23568266.000000 Penalty: 5971.213379
	Iteration 40F: 3 clusters Score -2.356827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 167544 members 
Entering Unmasked Estep 
Score: -23568248.000000 Penalty: 5971.213379
	Iteration 41Q: 3 clusters Score -2.356825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 167560 members 
Entering Unmasked Estep 
Score: -23568236.000000 Penalty: 5971.213379
	Iteration 42Q: 3 clusters Score -2.356824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -23568222.000000 Penalty: 5971.213379
	Iteration 43Q: 3 clusters Score -2.356822e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -23568220.000000 Penalty: 5971.213379
	Iteration 44Q: 3 clusters Score -2.356822e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 167606 members 
Entering Unmasked Estep 
Score: -23568208.000000 Penalty: 5971.213379
	Iteration 45Q: 3 clusters Score -2.356821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 167613 members 
Entering Unmasked Estep 
Score: -23568210.000000 Penalty: 5971.213379
	Iteration 46Q: 3 clusters Score -2.356821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 167621 members 
Entering Unmasked Estep 
Score: -23568204.000000 Penalty: 5971.213379
	Iteration 47Q: 3 clusters Score -2.35682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 167631 members 
Entering Unmasked Estep 
Score: -23568188.000000 Penalty: 5971.213379
	Iteration 48Q: 3 clusters Score -2.356819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 167644 members 
Entering Unmasked Estep 
Score: -23568184.000000 Penalty: 5971.213379
	Iteration 49Q: 3 clusters Score -2.356818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 167656 members 
Entering Unmasked Estep 
Score: -23568178.000000 Penalty: 5971.213379
	Iteration 50Q: 3 clusters Score -2.356818e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -23568172.000000 Penalty: 5971.213379
	Iteration 51Q: 3 clusters Score -2.356817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 167678 members 
Entering Unmasked Estep 
Score: -23568166.000000 Penalty: 5971.213379
	Iteration 52Q: 3 clusters Score -2.356817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -23568160.000000 Penalty: 5971.213379
	Iteration 53Q: 3 clusters Score -2.356816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 167694 members 
Entering Unmasked Estep 
Score: -23568154.000000 Penalty: 5971.213379
	Iteration 54Q: 3 clusters Score -2.356815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -23568146.000000 Penalty: 5971.213379
	Iteration 55Q: 3 clusters Score -2.356815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 167703 members 
Entering Unmasked Estep 
Score: -23568130.000000 Penalty: 5971.213379
	Iteration 56Q: 3 clusters Score -2.356813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -23568124.000000 Penalty: 5971.213379
	Iteration 57Q: 3 clusters Score -2.356812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 167724 members 
Entering Unmasked Estep 
Score: -23568120.000000 Penalty: 5971.213379
	Iteration 58Q: 3 clusters Score -2.356812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 167731 members 
Entering Unmasked Estep 
Score: -23568110.000000 Penalty: 5971.213379
	Iteration 59Q: 3 clusters Score -2.356811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 167737 members 
Entering Unmasked Estep 
Score: -23568090.000000 Penalty: 5971.213379
	Iteration 60F: 3 clusters Score -2.356809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 167741 members 
Entering Unmasked Estep 
Score: -23568098.000000 Penalty: 5971.213379
	Iteration 61Q: 3 clusters Score -2.35681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -23568082.000000 Penalty: 5971.213379
	Iteration 62Q: 3 clusters Score -2.356808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 167747 members 
Entering Unmasked Estep 
Score: -23568096.000000 Penalty: 5971.213379
	Iteration 63Q: 3 clusters Score -2.35681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -23568098.000000 Penalty: 5971.213379
	Iteration 64Q: 3 clusters Score -2.35681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -23568098.000000 Penalty: 5971.213379
	Iteration 65F: 3 clusters Score -2.35681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Entering Unmasked Estep 
Score: -2575624.500000 Penalty: 2432.812012
	Iteration 0F: 2 clusters Score -2575624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2562654.750000 Penalty: 4865.624023
	Iteration 0F: 3 clusters Score -2562655 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2567125.500000 Penalty: 4865.624023
	Iteration 1F: 3 clusters Score -2567126 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2567626.250000 Penalty: 4865.624023
	Iteration 2F: 3 clusters Score -2567626 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2568105.750000 Penalty: 4865.624023
	Iteration 3F: 3 clusters Score -2568106 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2568567.250000 Penalty: 4865.624023
	Iteration 4Q: 3 clusters Score -2568567 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2569040.500000 Penalty: 4865.624023
	Iteration 5Q: 3 clusters Score -2569040 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2569551.250000 Penalty: 4865.624023
	Iteration 6Q: 3 clusters Score -2569551 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2570109.250000 Penalty: 4865.624023
	Iteration 7Q: 3 clusters Score -2570109 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2570702.750000 Penalty: 4865.624023
	Iteration 8Q: 3 clusters Score -2570703 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2571312.000000 Penalty: 4865.624023
	Iteration 9Q: 3 clusters Score -2571312 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2571821.750000 Penalty: 4865.624023
	Iteration 10Q: 3 clusters Score -2571822 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2572210.500000 Penalty: 4865.624023
	Iteration 11Q: 3 clusters Score -2572210 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2572496.750000 Penalty: 4865.624023
	Iteration 12Q: 3 clusters Score -2572497 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2572659.750000 Penalty: 4865.624023
	Iteration 13Q: 3 clusters Score -2572660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2572777.500000 Penalty: 4865.624023
	Iteration 14Q: 3 clusters Score -2572778 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2572893.000000 Penalty: 4865.624023
	Iteration 15Q: 3 clusters Score -2572893 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2573020.750000 Penalty: 4865.624023
	Iteration 16Q: 3 clusters Score -2573021 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2573106.500000 Penalty: 4865.624023
	Iteration 17Q: 3 clusters Score -2573106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2573171.250000 Penalty: 4865.624023
	Iteration 18Q: 3 clusters Score -2573171 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2573255.250000 Penalty: 4865.624023
	Iteration 19Q: 3 clusters Score -2573255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2573327.250000 Penalty: 4865.624023
	Iteration 20F: 3 clusters Score -2573327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2573390.750000 Penalty: 4865.624023
	Iteration 21Q: 3 clusters Score -2573391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2573448.000000 Penalty: 4865.624023
	Iteration 22Q: 3 clusters Score -2573448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2573484.250000 Penalty: 4865.624023
	Iteration 23Q: 3 clusters Score -2573484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2573508.000000 Penalty: 4865.624023
	Iteration 24Q: 3 clusters Score -2573508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2573528.000000 Penalty: 4865.624023
	Iteration 25Q: 3 clusters Score -2573528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2573537.750000 Penalty: 4865.624023
	Iteration 26Q: 3 clusters Score -2573538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2573550.250000 Penalty: 4865.624023
	Iteration 27Q: 3 clusters Score -2573550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2573560.500000 Penalty: 4865.624023
	Iteration 28Q: 3 clusters Score -2573560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2573569.000000 Penalty: 4865.624023
	Iteration 29Q: 3 clusters Score -2573569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2573571.250000 Penalty: 4865.624023
	Iteration 30Q: 3 clusters Score -2573571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2573580.750000 Penalty: 4865.624023
	Iteration 31Q: 3 clusters Score -2573581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2573581.500000 Penalty: 4865.624023
	Iteration 32Q: 3 clusters Score -2573582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2573585.500000 Penalty: 4865.624023
	Iteration 33Q: 3 clusters Score -2573586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2573594.250000 Penalty: 4865.624023
	Iteration 34Q: 3 clusters Score -2573594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2573595.500000 Penalty: 4865.624023
	Iteration 35Q: 3 clusters Score -2573596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2573600.000000 Penalty: 4865.624023
	Iteration 36Q: 3 clusters Score -2573600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2573601.750000 Penalty: 4865.624023
	Iteration 37Q: 3 clusters Score -2573602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2573604.750000 Penalty: 4865.624023
	Iteration 38Q: 3 clusters Score -2573605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573603.000000 Penalty: 4865.624023
	Iteration 39Q: 3 clusters Score -2573603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2573606.750000 Penalty: 4865.624023
	Iteration 40F: 3 clusters Score -2573607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2573606.000000 Penalty: 4865.624023
	Iteration 41Q: 3 clusters Score -2573606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2573606.250000 Penalty: 4865.624023
	Iteration 42Q: 3 clusters Score -2573606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2573603.750000 Penalty: 4865.624023
	Iteration 43Q: 3 clusters Score -2573604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2573607.500000 Penalty: 4865.624023
	Iteration 44Q: 3 clusters Score -2573608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2573606.500000 Penalty: 4865.624023
	Iteration 45Q: 3 clusters Score -2573606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2573608.250000 Penalty: 4865.624023
	Iteration 46Q: 3 clusters Score -2573608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2573608.750000 Penalty: 4865.624023
	Iteration 47Q: 3 clusters Score -2573609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2573612.750000 Penalty: 4865.624023
	Iteration 48Q: 3 clusters Score -2573613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2573615.250000 Penalty: 4865.624023
	Iteration 49Q: 3 clusters Score -2573615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2573617.750000 Penalty: 4865.624023
	Iteration 50Q: 3 clusters Score -2573618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2573618.250000 Penalty: 4865.624023
	Iteration 51Q: 3 clusters Score -2573618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2573622.500000 Penalty: 4865.624023
	Iteration 52Q: 3 clusters Score -2573622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2573621.750000 Penalty: 4865.624023
	Iteration 53Q: 3 clusters Score -2573622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2573623.500000 Penalty: 4865.624023
	Iteration 54Q: 3 clusters Score -2573624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2573626.250000 Penalty: 4865.624023
	Iteration 55Q: 3 clusters Score -2573626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2573625.000000 Penalty: 4865.624023
	Iteration 56Q: 3 clusters Score -2573625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2573626.000000 Penalty: 4865.624023
	Iteration 57Q: 3 clusters Score -2573626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2573626.000000 Penalty: 4865.624023
	Iteration 58F: 3 clusters Score -2573626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Entering Unmasked Estep 
Score: -3322343.750000 Penalty: 2495.330078
	Iteration 0F: 2 clusters Score -3322344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -3305968.000000 Penalty: 4990.660156
	Iteration 0F: 3 clusters Score -3305968 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -3311592.000000 Penalty: 4990.660156
	Iteration 1F: 3 clusters Score -3311592 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3311953.500000 Penalty: 4990.660156
	Iteration 2Q: 3 clusters Score -3311954 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3312302.750000 Penalty: 4990.660156
	Iteration 3Q: 3 clusters Score -3312303 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -3312581.750000 Penalty: 4990.660156
	Iteration 4Q: 3 clusters Score -3312582 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3312855.750000 Penalty: 4990.660156
	Iteration 5Q: 3 clusters Score -3312856 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3313127.500000 Penalty: 4990.660156
	Iteration 6Q: 3 clusters Score -3313128 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3313388.250000 Penalty: 4990.660156
	Iteration 7Q: 3 clusters Score -3313388 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3313750.250000 Penalty: 4990.660156
	Iteration 8Q: 3 clusters Score -3313750 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3314197.000000 Penalty: 4990.660156
	Iteration 9Q: 3 clusters Score -3314197 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3314929.000000 Penalty: 4990.660156
	Iteration 10F: 3 clusters Score -3314929 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -3315985.750000 Penalty: 4990.660156
	Iteration 11F: 3 clusters Score -3315986 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3317414.000000 Penalty: 4990.660156
	Iteration 12F: 3 clusters Score -3317414 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3318895.750000 Penalty: 4990.660156
	Iteration 13F: 3 clusters Score -3318896 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3320002.750000 Penalty: 4990.660156
	Iteration 14Q: 3 clusters Score -3320003 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3320657.000000 Penalty: 4990.660156
	Iteration 15Q: 3 clusters Score -3320657 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3320944.250000 Penalty: 4990.660156
	Iteration 16Q: 3 clusters Score -3320944 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3321084.750000 Penalty: 4990.660156
	Iteration 17Q: 3 clusters Score -3321085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3321164.000000 Penalty: 4990.660156
	Iteration 18Q: 3 clusters Score -3321164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3321221.500000 Penalty: 4990.660156
	Iteration 19Q: 3 clusters Score -3321222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3321245.750000 Penalty: 4990.660156
	Iteration 20F: 3 clusters Score -3321246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3321260.500000 Penalty: 4990.660156
	Iteration 21Q: 3 clusters Score -3321260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3321268.000000 Penalty: 4990.660156
	Iteration 22Q: 3 clusters Score -3321268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3321276.500000 Penalty: 4990.660156
	Iteration 23Q: 3 clusters Score -3321276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3321281.750000 Penalty: 4990.660156
	Iteration 24Q: 3 clusters Score -3321282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3321289.500000 Penalty: 4990.660156
	Iteration 25Q: 3 clusters Score -3321290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3321288.750000 Penalty: 4990.660156
	Iteration 26Q: 3 clusters Score -3321289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3321291.500000 Penalty: 4990.660156
	Iteration 27Q: 3 clusters Score -3321292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3321295.250000 Penalty: 4990.660156
	Iteration 28Q: 3 clusters Score -3321295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3321296.250000 Penalty: 4990.660156
	Iteration 29Q: 3 clusters Score -3321296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3321299.250000 Penalty: 4990.660156
	Iteration 30Q: 3 clusters Score -3321299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3321296.000000 Penalty: 4990.660156
	Iteration 31Q: 3 clusters Score -3321296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3321296.000000 Penalty: 4990.660156
	Iteration 32F: 3 clusters Score -3321296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Entering Unmasked Estep 
Score: -4369400.000000 Penalty: 2563.356201
	Iteration 0F: 2 clusters Score -4369400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4348149.500000 Penalty: 5126.712402
	Iteration 0F: 3 clusters Score -4348150 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -4356025.000000 Penalty: 5126.712402
	Iteration 1F: 3 clusters Score -4356025 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -4356711.000000 Penalty: 5126.712402
	Iteration 2F: 3 clusters Score -4356711 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -4357398.500000 Penalty: 5126.712402
	Iteration 3Q: 3 clusters Score -4357398 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -4358123.000000 Penalty: 5126.712402
	Iteration 4Q: 3 clusters Score -4358123 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -4358924.000000 Penalty: 5126.712402
	Iteration 5Q: 3 clusters Score -4358924 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -4359730.000000 Penalty: 5126.712402
	Iteration 6Q: 3 clusters Score -4359730 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4360648.000000 Penalty: 5126.712402
	Iteration 7Q: 3 clusters Score -4360648 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4361617.000000 Penalty: 5126.712402
	Iteration 8F: 3 clusters Score -4361617 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -4362561.000000 Penalty: 5126.712402
	Iteration 9F: 3 clusters Score -4362561 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4363212.000000 Penalty: 5126.712402
	Iteration 10Q: 3 clusters Score -4363212 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -4363588.000000 Penalty: 5126.712402
	Iteration 11Q: 3 clusters Score -4363588 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -4363761.000000 Penalty: 5126.712402
	Iteration 12Q: 3 clusters Score -4363761 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4363858.000000 Penalty: 5126.712402
	Iteration 13Q: 3 clusters Score -4363858 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4363892.500000 Penalty: 5126.712402
	Iteration 14Q: 3 clusters Score -4363892 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4363935.500000 Penalty: 5126.712402
	Iteration 15Q: 3 clusters Score -4363936 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -4363967.500000 Penalty: 5126.712402
	Iteration 16Q: 3 clusters Score -4363968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4363992.000000 Penalty: 5126.712402
	Iteration 17Q: 3 clusters Score -4363992 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -4364006.000000 Penalty: 5126.712402
	Iteration 18Q: 3 clusters Score -4364006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -4364021.000000 Penalty: 5126.712402
	Iteration 19Q: 3 clusters Score -4364021 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4364052.500000 Penalty: 5126.712402
	Iteration 20F: 3 clusters Score -4364052 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -4364051.000000 Penalty: 5126.712402
	Iteration 21Q: 3 clusters Score -4364051 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4364075.500000 Penalty: 5126.712402
	Iteration 22Q: 3 clusters Score -4364076 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4364095.000000 Penalty: 5126.712402
	Iteration 23Q: 3 clusters Score -4364095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -4364116.500000 Penalty: 5126.712402
	Iteration 24Q: 3 clusters Score -4364116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4364120.000000 Penalty: 5126.712402
	Iteration 25Q: 3 clusters Score -4364120 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -4364125.500000 Penalty: 5126.712402
	Iteration 26Q: 3 clusters Score -4364126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -4364150.500000 Penalty: 5126.712402
	Iteration 27Q: 3 clusters Score -4364150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4364152.500000 Penalty: 5126.712402
	Iteration 28Q: 3 clusters Score -4364152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -4364170.000000 Penalty: 5126.712402
	Iteration 29Q: 3 clusters Score -4364170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4364177.500000 Penalty: 5126.712402
	Iteration 30Q: 3 clusters Score -4364178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -4364186.000000 Penalty: 5126.712402
	Iteration 31Q: 3 clusters Score -4364186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -4364210.000000 Penalty: 5126.712402
	Iteration 32Q: 3 clusters Score -4364210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -4364218.000000 Penalty: 5126.712402
	Iteration 33Q: 3 clusters Score -4364218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -4364245.000000 Penalty: 5126.712402
	Iteration 34Q: 3 clusters Score -4364245 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4364274.000000 Penalty: 5126.712402
	Iteration 35Q: 3 clusters Score -4364274 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -4364302.000000 Penalty: 5126.712402
	Iteration 36Q: 3 clusters Score -4364302 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -4364321.500000 Penalty: 5126.712402
	Iteration 37Q: 3 clusters Score -4364322 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -4364345.500000 Penalty: 5126.712402
	Iteration 38Q: 3 clusters Score -4364346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4364361.500000 Penalty: 5126.712402
	Iteration 39Q: 3 clusters Score -4364362 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -4364389.000000 Penalty: 5126.712402
	Iteration 40F: 3 clusters Score -4364389 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4364421.000000 Penalty: 5126.712402
	Iteration 41Q: 3 clusters Score -4364421 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4364450.000000 Penalty: 5126.712402
	Iteration 42Q: 3 clusters Score -4364450 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -4364480.000000 Penalty: 5126.712402
	Iteration 43Q: 3 clusters Score -4364480 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4364519.500000 Penalty: 5126.712402
	Iteration 44Q: 3 clusters Score -4364520 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4364551.000000 Penalty: 5126.712402
	Iteration 45Q: 3 clusters Score -4364551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -4364587.000000 Penalty: 5126.712402
	Iteration 46Q: 3 clusters Score -4364587 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -4364611.000000 Penalty: 5126.712402
	Iteration 47Q: 3 clusters Score -4364611 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4364651.000000 Penalty: 5126.712402
	Iteration 48Q: 3 clusters Score -4364651 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -4364704.000000 Penalty: 5126.712402
	Iteration 49Q: 3 clusters Score -4364704 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4364752.000000 Penalty: 5126.712402
	Iteration 50Q: 3 clusters Score -4364752 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -4364809.500000 Penalty: 5126.712402
	Iteration 51Q: 3 clusters Score -4364810 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -4364866.000000 Penalty: 5126.712402
	Iteration 52Q: 3 clusters Score -4364866 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4364911.500000 Penalty: 5126.712402
	Iteration 53Q: 3 clusters Score -4364912 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -4364975.500000 Penalty: 5126.712402
	Iteration 54Q: 3 clusters Score -4364976 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -4365031.000000 Penalty: 5126.712402
	Iteration 55Q: 3 clusters Score -4365031 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -4365090.500000 Penalty: 5126.712402
	Iteration 56Q: 3 clusters Score -4365090 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4365144.500000 Penalty: 5126.712402
	Iteration 57Q: 3 clusters Score -4365144 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -4365194.000000 Penalty: 5126.712402
	Iteration 58Q: 3 clusters Score -4365194 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4365274.500000 Penalty: 5126.712402
	Iteration 59Q: 3 clusters Score -4365274 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -4365360.000000 Penalty: 5126.712402
	Iteration 60F: 3 clusters Score -4365360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4365453.500000 Penalty: 5126.712402
	Iteration 61Q: 3 clusters Score -4365454 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4365552.500000 Penalty: 5126.712402
	Iteration 62Q: 3 clusters Score -4365552 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4365655.000000 Penalty: 5126.712402
	Iteration 63Q: 3 clusters Score -4365655 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4365764.500000 Penalty: 5126.712402
	Iteration 64Q: 3 clusters Score -4365764 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4365883.000000 Penalty: 5126.712402
	Iteration 65Q: 3 clusters Score -4365883 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4365983.500000 Penalty: 5126.712402
	Iteration 66Q: 3 clusters Score -4365984 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4366068.500000 Penalty: 5126.712402
	Iteration 67Q: 3 clusters Score -4366068 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4366174.000000 Penalty: 5126.712402
	Iteration 68Q: 3 clusters Score -4366174 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4366292.500000 Penalty: 5126.712402
	Iteration 69Q: 3 clusters Score -4366292 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4366386.500000 Penalty: 5126.712402
	Iteration 70Q: 3 clusters Score -4366386 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4366486.500000 Penalty: 5126.712402
	Iteration 71Q: 3 clusters Score -4366486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4366565.000000 Penalty: 5126.712402
	Iteration 72Q: 3 clusters Score -4366565 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4366643.000000 Penalty: 5126.712402
	Iteration 73Q: 3 clusters Score -4366643 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4366716.500000 Penalty: 5126.712402
	Iteration 74Q: 3 clusters Score -4366716 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4366785.500000 Penalty: 5126.712402
	Iteration 75Q: 3 clusters Score -4366786 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4366839.500000 Penalty: 5126.712402
	Iteration 76Q: 3 clusters Score -4366840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4366878.500000 Penalty: 5126.712402
	Iteration 77Q: 3 clusters Score -4366878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4366912.500000 Penalty: 5126.712402
	Iteration 78Q: 3 clusters Score -4366912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4366966.000000 Penalty: 5126.712402
	Iteration 79Q: 3 clusters Score -4366966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4366997.000000 Penalty: 5126.712402
	Iteration 80F: 3 clusters Score -4366997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4367025.500000 Penalty: 5126.712402
	Iteration 81Q: 3 clusters Score -4367026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4367049.500000 Penalty: 5126.712402
	Iteration 82Q: 3 clusters Score -4367050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4367064.500000 Penalty: 5126.712402
	Iteration 83Q: 3 clusters Score -4367064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4367085.000000 Penalty: 5126.712402
	Iteration 84Q: 3 clusters Score -4367085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4367111.000000 Penalty: 5126.712402
	Iteration 85Q: 3 clusters Score -4367111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4367133.500000 Penalty: 5126.712402
	Iteration 86Q: 3 clusters Score -4367134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4367145.000000 Penalty: 5126.712402
	Iteration 87Q: 3 clusters Score -4367145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4367162.000000 Penalty: 5126.712402
	Iteration 88Q: 3 clusters Score -4367162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4367170.000000 Penalty: 5126.712402
	Iteration 89Q: 3 clusters Score -4367170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4367180.000000 Penalty: 5126.712402
	Iteration 90Q: 3 clusters Score -4367180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4367183.000000 Penalty: 5126.712402
	Iteration 91Q: 3 clusters Score -4367183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4367187.500000 Penalty: 5126.712402
	Iteration 92Q: 3 clusters Score -4367188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4367187.500000 Penalty: 5126.712402
	Iteration 93Q: 3 clusters Score -4367188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4367188.500000 Penalty: 5126.712402
	Iteration 94Q: 3 clusters Score -4367188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4367190.000000 Penalty: 5126.712402
	Iteration 95Q: 3 clusters Score -4367190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4367197.000000 Penalty: 5126.712402
	Iteration 96Q: 3 clusters Score -4367197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4367198.500000 Penalty: 5126.712402
	Iteration 97Q: 3 clusters Score -4367198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4367198.500000 Penalty: 5126.712402
	Iteration 98Q: 3 clusters Score -4367198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4367202.000000 Penalty: 5126.712402
	Iteration 99Q: 3 clusters Score -4367202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4367201.000000 Penalty: 5126.712402
	Iteration 100F: 3 clusters Score -4367201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -302843.375000 Penalty: 1956.492920
	Iteration 0F: 2 clusters Score -302843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -300261.875000 Penalty: 3912.985840
	Iteration 0F: 3 clusters Score -300261.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -304936.000000 Penalty: 3912.985840
	Iteration 1F: 3 clusters Score -304936 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -307614.906250 Penalty: 3912.985840
	Iteration 2F: 3 clusters Score -307614.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -309494.906250 Penalty: 3912.985840
	Iteration 3F: 3 clusters Score -309494.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -311049.093750 Penalty: 3912.985840
	Iteration 4F: 3 clusters Score -311049.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -312305.562500 Penalty: 3912.985840
	Iteration 5Q: 3 clusters Score -312305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -312386.562500 Penalty: 3912.985840
	Iteration 6Q: 3 clusters Score -312386.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -312538.000000 Penalty: 3912.985840
	Iteration 7Q: 3 clusters Score -312538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -312718.500000 Penalty: 3912.985840
	Iteration 8Q: 3 clusters Score -312718.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -313266.312500 Penalty: 3912.985840
	Iteration 9Q: 3 clusters Score -313266.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313462.250000 Penalty: 3912.985840
	Iteration 10Q: 3 clusters Score -313462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313492.937500 Penalty: 3912.985840
	Iteration 11Q: 3 clusters Score -313492.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -313540.250000 Penalty: 3912.985840
	Iteration 12Q: 3 clusters Score -313540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -313608.625000 Penalty: 3912.985840
	Iteration 13Q: 3 clusters Score -313608.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313744.312500 Penalty: 3912.985840
	Iteration 14Q: 3 clusters Score -313744.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -314182.906250 Penalty: 3912.985840
	Iteration 15Q: 3 clusters Score -314182.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -314988.687500 Penalty: 3912.985840
	Iteration 16Q: 3 clusters Score -314988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -315341.218750 Penalty: 3912.985840
	Iteration 17Q: 3 clusters Score -315341.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316099.687500 Penalty: 3912.985840
	Iteration 18Q: 3 clusters Score -316099.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -317100.656250 Penalty: 3912.985840
	Iteration 19Q: 3 clusters Score -317100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -317100.656250 Penalty: 3912.985840
	Iteration 20F: 3 clusters Score -317100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 23431 members 
Mstep: Class 7 contains 30826 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 21660 members 
Mstep: Class 10 contains 31557 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 16 contains 28816 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 23377 members 
Mstep: Class 19 contains 80046 members 
Mstep: Class 20 contains 151048 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 28062 members 
Entering Unmasked Estep 
Score: -84926320.000000 Penalty: 56202.902344
Splitting cluster 8 changes total score from -84913240.000000 to -84926320.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (21660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Entering Unmasked Estep 
Score: -3068687.000000 Penalty: 2475.839355
	Iteration 0F: 2 clusters Score -3068687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3053538.000000 Penalty: 4951.678711
	Iteration 0F: 3 clusters Score -3053538 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3058581.750000 Penalty: 4951.678711
	Iteration 1F: 3 clusters Score -3058582 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3058957.000000 Penalty: 4951.678711
	Iteration 2Q: 3 clusters Score -3058957 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -3059249.000000 Penalty: 4951.678711
	Iteration 3Q: 3 clusters Score -3059249 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -3059507.250000 Penalty: 4951.678711
	Iteration 4Q: 3 clusters Score -3059507 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -3059758.000000 Penalty: 4951.678711
	Iteration 5Q: 3 clusters Score -3059758 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -3060046.750000 Penalty: 4951.678711
	Iteration 6Q: 3 clusters Score -3060047 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3060449.250000 Penalty: 4951.678711
	Iteration 7Q: 3 clusters Score -3060449 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -3060929.500000 Penalty: 4951.678711
	Iteration 8Q: 3 clusters Score -3060930 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -3061634.500000 Penalty: 4951.678711
	Iteration 9F: 3 clusters Score -3061634 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3062578.500000 Penalty: 4951.678711
	Iteration 10F: 3 clusters Score -3062578 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3063669.500000 Penalty: 4951.678711
	Iteration 11F: 3 clusters Score -3063670 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3064700.000000 Penalty: 4951.678711
	Iteration 12F: 3 clusters Score -3064700 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3065431.250000 Penalty: 4951.678711
	Iteration 13Q: 3 clusters Score -3065431 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3065880.000000 Penalty: 4951.678711
	Iteration 14Q: 3 clusters Score -3065880 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3066196.250000 Penalty: 4951.678711
	Iteration 15Q: 3 clusters Score -3066196 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3066387.250000 Penalty: 4951.678711
	Iteration 16Q: 3 clusters Score -3066387 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3066520.750000 Penalty: 4951.678711
	Iteration 17Q: 3 clusters Score -3066521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3066603.000000 Penalty: 4951.678711
	Iteration 18Q: 3 clusters Score -3066603 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3066646.500000 Penalty: 4951.678711
	Iteration 19Q: 3 clusters Score -3066646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3066683.500000 Penalty: 4951.678711
	Iteration 20F: 3 clusters Score -3066684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3066705.750000 Penalty: 4951.678711
	Iteration 21Q: 3 clusters Score -3066706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3066723.000000 Penalty: 4951.678711
	Iteration 22Q: 3 clusters Score -3066723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3066733.000000 Penalty: 4951.678711
	Iteration 23Q: 3 clusters Score -3066733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3066739.750000 Penalty: 4951.678711
	Iteration 24Q: 3 clusters Score -3066740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3066755.500000 Penalty: 4951.678711
	Iteration 25Q: 3 clusters Score -3066756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3066767.500000 Penalty: 4951.678711
	Iteration 26Q: 3 clusters Score -3066768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3066770.500000 Penalty: 4951.678711
	Iteration 27Q: 3 clusters Score -3066770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3066769.750000 Penalty: 4951.678711
	Iteration 28Q: 3 clusters Score -3066770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3066775.000000 Penalty: 4951.678711
	Iteration 29Q: 3 clusters Score -3066775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3066790.000000 Penalty: 4951.678711
	Iteration 30Q: 3 clusters Score -3066790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3066798.500000 Penalty: 4951.678711
	Iteration 31Q: 3 clusters Score -3066798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3066807.750000 Penalty: 4951.678711
	Iteration 32Q: 3 clusters Score -3066808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3066813.750000 Penalty: 4951.678711
	Iteration 33Q: 3 clusters Score -3066814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3066824.750000 Penalty: 4951.678711
	Iteration 34Q: 3 clusters Score -3066825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3066838.250000 Penalty: 4951.678711
	Iteration 35Q: 3 clusters Score -3066838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3066836.500000 Penalty: 4951.678711
	Iteration 36Q: 3 clusters Score -3066836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3066844.500000 Penalty: 4951.678711
	Iteration 37Q: 3 clusters Score -3066844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3066843.500000 Penalty: 4951.678711
	Iteration 38Q: 3 clusters Score -3066844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3066847.000000 Penalty: 4951.678711
	Iteration 39Q: 3 clusters Score -3066847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3066852.500000 Penalty: 4951.678711
	Iteration 40F: 3 clusters Score -3066852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3066858.750000 Penalty: 4951.678711
	Iteration 41Q: 3 clusters Score -3066859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3066860.000000 Penalty: 4951.678711
	Iteration 42Q: 3 clusters Score -3066860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3066859.500000 Penalty: 4951.678711
	Iteration 43Q: 3 clusters Score -3066860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3066868.000000 Penalty: 4951.678711
	Iteration 44Q: 3 clusters Score -3066868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3066866.000000 Penalty: 4951.678711
	Iteration 45Q: 3 clusters Score -3066866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3066875.250000 Penalty: 4951.678711
	Iteration 46Q: 3 clusters Score -3066875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3066873.500000 Penalty: 4951.678711
	Iteration 47Q: 3 clusters Score -3066874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3066871.000000 Penalty: 4951.678711
	Iteration 48Q: 3 clusters Score -3066871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3066878.250000 Penalty: 4951.678711
	Iteration 49Q: 3 clusters Score -3066878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3066875.250000 Penalty: 4951.678711
	Iteration 50Q: 3 clusters Score -3066875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3066878.000000 Penalty: 4951.678711
	Iteration 51Q: 3 clusters Score -3066878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3066876.500000 Penalty: 4951.678711
	Iteration 52Q: 3 clusters Score -3066876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3066876.500000 Penalty: 4951.678711
	Iteration 53F: 3 clusters Score -3066876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Entering Unmasked Estep 
Score: -4472140.500000 Penalty: 2569.168457
	Iteration 0F: 2 clusters Score -4472140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4450479.000000 Penalty: 5138.336914
	Iteration 0F: 3 clusters Score -4450479 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4458128.000000 Penalty: 5138.336914
	Iteration 1F: 3 clusters Score -4458128 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -4458723.500000 Penalty: 5138.336914
	Iteration 2Q: 3 clusters Score -4458724 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4459371.500000 Penalty: 5138.336914
	Iteration 3Q: 3 clusters Score -4459372 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4460102.000000 Penalty: 5138.336914
	Iteration 4F: 3 clusters Score -4460102 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4461004.500000 Penalty: 5138.336914
	Iteration 5F: 3 clusters Score -4461004 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -4462124.500000 Penalty: 5138.336914
	Iteration 6F: 3 clusters Score -4462124 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -4463494.500000 Penalty: 5138.336914
	Iteration 7F: 3 clusters Score -4463494 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4465029.000000 Penalty: 5138.336914
	Iteration 8F: 3 clusters Score -4465029 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4466487.000000 Penalty: 5138.336914
	Iteration 9F: 3 clusters Score -4466487 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4467662.000000 Penalty: 5138.336914
	Iteration 10Q: 3 clusters Score -4467662 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -4468414.500000 Penalty: 5138.336914
	Iteration 11Q: 3 clusters Score -4468414 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4468808.000000 Penalty: 5138.336914
	Iteration 12Q: 3 clusters Score -4468808 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4469045.000000 Penalty: 5138.336914
	Iteration 13Q: 3 clusters Score -4469045 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4469189.500000 Penalty: 5138.336914
	Iteration 14Q: 3 clusters Score -4469190 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -4469293.000000 Penalty: 5138.336914
	Iteration 15Q: 3 clusters Score -4469293 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -4469404.500000 Penalty: 5138.336914
	Iteration 16Q: 3 clusters Score -4469404 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -4469499.500000 Penalty: 5138.336914
	Iteration 17Q: 3 clusters Score -4469500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4469573.000000 Penalty: 5138.336914
	Iteration 18Q: 3 clusters Score -4469573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4469634.000000 Penalty: 5138.336914
	Iteration 19Q: 3 clusters Score -4469634 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -4469681.500000 Penalty: 5138.336914
	Iteration 20F: 3 clusters Score -4469682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4469733.500000 Penalty: 5138.336914
	Iteration 21Q: 3 clusters Score -4469734 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -4469751.000000 Penalty: 5138.336914
	Iteration 22Q: 3 clusters Score -4469751 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -4469801.000000 Penalty: 5138.336914
	Iteration 23Q: 3 clusters Score -4469801 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -4469842.000000 Penalty: 5138.336914
	Iteration 24Q: 3 clusters Score -4469842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -4469870.000000 Penalty: 5138.336914
	Iteration 25Q: 3 clusters Score -4469870 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4469905.000000 Penalty: 5138.336914
	Iteration 26Q: 3 clusters Score -4469905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4469943.000000 Penalty: 5138.336914
	Iteration 27Q: 3 clusters Score -4469943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -4469960.000000 Penalty: 5138.336914
	Iteration 28Q: 3 clusters Score -4469960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4469973.500000 Penalty: 5138.336914
	Iteration 29Q: 3 clusters Score -4469974 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -4469978.500000 Penalty: 5138.336914
	Iteration 30Q: 3 clusters Score -4469978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -4469988.500000 Penalty: 5138.336914
	Iteration 31Q: 3 clusters Score -4469988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -4470004.000000 Penalty: 5138.336914
	Iteration 32Q: 3 clusters Score -4470004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -4470013.500000 Penalty: 5138.336914
	Iteration 33Q: 3 clusters Score -4470014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -4470025.500000 Penalty: 5138.336914
	Iteration 34Q: 3 clusters Score -4470026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -4470034.500000 Penalty: 5138.336914
	Iteration 35Q: 3 clusters Score -4470034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -4470031.000000 Penalty: 5138.336914
	Iteration 36Q: 3 clusters Score -4470031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -4470039.000000 Penalty: 5138.336914
	Iteration 37Q: 3 clusters Score -4470039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4470045.500000 Penalty: 5138.336914
	Iteration 38Q: 3 clusters Score -4470046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4470065.500000 Penalty: 5138.336914
	Iteration 39Q: 3 clusters Score -4470066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4470066.500000 Penalty: 5138.336914
	Iteration 40F: 3 clusters Score -4470066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -4470070.500000 Penalty: 5138.336914
	Iteration 41Q: 3 clusters Score -4470070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -4470075.500000 Penalty: 5138.336914
	Iteration 42Q: 3 clusters Score -4470076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -4470078.000000 Penalty: 5138.336914
	Iteration 43Q: 3 clusters Score -4470078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4470079.500000 Penalty: 5138.336914
	Iteration 44Q: 3 clusters Score -4470080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -4470079.000000 Penalty: 5138.336914
	Iteration 45Q: 3 clusters Score -4470079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -4470094.500000 Penalty: 5138.336914
	Iteration 46Q: 3 clusters Score -4470094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -4470086.500000 Penalty: 5138.336914
	Iteration 47Q: 3 clusters Score -4470086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4470096.000000 Penalty: 5138.336914
	Iteration 48Q: 3 clusters Score -4470096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4470097.000000 Penalty: 5138.336914
	Iteration 49Q: 3 clusters Score -4470097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -4470106.000000 Penalty: 5138.336914
	Iteration 50Q: 3 clusters Score -4470106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4470104.500000 Penalty: 5138.336914
	Iteration 51Q: 3 clusters Score -4470104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -4470105.000000 Penalty: 5138.336914
	Iteration 52Q: 3 clusters Score -4470105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4470104.500000 Penalty: 5138.336914
	Iteration 53Q: 3 clusters Score -4470104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4470103.000000 Penalty: 5138.336914
	Iteration 54Q: 3 clusters Score -4470103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4470108.000000 Penalty: 5138.336914
	Iteration 55Q: 3 clusters Score -4470108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4470113.500000 Penalty: 5138.336914
	Iteration 56Q: 3 clusters Score -4470114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -4470104.500000 Penalty: 5138.336914
	Iteration 57Q: 3 clusters Score -4470104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4470112.000000 Penalty: 5138.336914
	Iteration 58Q: 3 clusters Score -4470112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4470111.000000 Penalty: 5138.336914
	Iteration 59Q: 3 clusters Score -4470111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4470111.000000 Penalty: 5138.336914
	Iteration 60F: 3 clusters Score -4470111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -264779.812500 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -264779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -262297.531250 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -262297.5 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -262837.906250 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -262837.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262995.843750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -262995.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -263096.968750 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -263097 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263182.781250 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -263182.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -263323.156250 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -263323.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -263483.843750 Penalty: 3753.916260
	Iteration 6F: 3 clusters Score -263483.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -263746.906250 Penalty: 3753.916260
	Iteration 7F: 3 clusters Score -263746.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264337.968750 Penalty: 3753.916260
	Iteration 8F: 3 clusters Score -264338 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -264830.062500 Penalty: 3753.916260
	Iteration 9F: 3 clusters Score -264830.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -265013.125000 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -265013.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -265088.812500 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -265088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -265127.000000 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -265127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -265141.031250 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -265141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -265148.000000 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -265148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -265148.000000 Penalty: 3753.916260
	Iteration 15F: 3 clusters Score -265148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 23431 members 
Mstep: Class 7 contains 30826 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 21660 members 
Mstep: Class 10 contains 31557 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 16 contains 28816 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 23377 members 
Mstep: Class 19 contains 80046 members 
Mstep: Class 20 contains 151048 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 28062 members 
Entering Unmasked Estep 
Score: -84925272.000000 Penalty: 59508.957031
Splitting cluster 11 changes total score from -84913240.000000 to -84925272.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 12 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -225212.843750 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -225212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -222826.546875 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -222826.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -223212.656250 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -223212.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -223328.671875 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -223328.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -223425.671875 Penalty: 3669.494385
	Iteration 3Q: 3 clusters Score -223425.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223480.000000 Penalty: 3669.494385
	Iteration 4Q: 3 clusters Score -223480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223508.234375 Penalty: 3669.494385
	Iteration 5Q: 3 clusters Score -223508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223528.609375 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -223528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -223543.890625 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -223543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -223550.187500 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -223550.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -223555.171875 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -223555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223561.609375 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -223561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -223567.265625 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -223567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -223573.171875 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -223573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -223577.531250 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -223577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223580.390625 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -223580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223581.703125 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -223581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -223585.406250 Penalty: 3669.494385
	Iteration 16Q: 3 clusters Score -223585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -223590.125000 Penalty: 3669.494385
	Iteration 17Q: 3 clusters Score -223590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -223593.937500 Penalty: 3669.494385
	Iteration 18Q: 3 clusters Score -223593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -223597.218750 Penalty: 3669.494385
	Iteration 19Q: 3 clusters Score -223597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -223599.062500 Penalty: 3669.494385
	Iteration 20F: 3 clusters Score -223599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223605.281250 Penalty: 3669.494385
	Iteration 21Q: 3 clusters Score -223605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -223613.984375 Penalty: 3669.494385
	Iteration 22Q: 3 clusters Score -223614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -223617.375000 Penalty: 3669.494385
	Iteration 23Q: 3 clusters Score -223617.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223621.390625 Penalty: 3669.494385
	Iteration 24Q: 3 clusters Score -223621.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223623.656250 Penalty: 3669.494385
	Iteration 25Q: 3 clusters Score -223623.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223626.640625 Penalty: 3669.494385
	Iteration 26Q: 3 clusters Score -223626.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223628.937500 Penalty: 3669.494385
	Iteration 27Q: 3 clusters Score -223628.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -223630.890625 Penalty: 3669.494385
	Iteration 28Q: 3 clusters Score -223630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223631.906250 Penalty: 3669.494385
	Iteration 29Q: 3 clusters Score -223631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223632.859375 Penalty: 3669.494385
	Iteration 30Q: 3 clusters Score -223632.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223632.796875 Penalty: 3669.494385
	Iteration 31Q: 3 clusters Score -223632.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223634.265625 Penalty: 3669.494385
	Iteration 32Q: 3 clusters Score -223634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -223634.812500 Penalty: 3669.494385
	Iteration 33Q: 3 clusters Score -223634.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -223635.656250 Penalty: 3669.494385
	Iteration 34Q: 3 clusters Score -223635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -223639.062500 Penalty: 3669.494385
	Iteration 35Q: 3 clusters Score -223639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -223640.984375 Penalty: 3669.494385
	Iteration 36Q: 3 clusters Score -223641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223643.437500 Penalty: 3669.494385
	Iteration 37Q: 3 clusters Score -223643.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -223644.312500 Penalty: 3669.494385
	Iteration 38Q: 3 clusters Score -223644.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -223644.312500 Penalty: 3669.494385
	Iteration 39F: 3 clusters Score -223644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Entering Unmasked Estep 
Score: -4089752.000000 Penalty: 2546.634277
	Iteration 0F: 2 clusters Score -4089752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -4069955.500000 Penalty: 5093.268555
	Iteration 0F: 3 clusters Score -4069956 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4077013.000000 Penalty: 5093.268555
	Iteration 1F: 3 clusters Score -4077013 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4077535.000000 Penalty: 5093.268555
	Iteration 2F: 3 clusters Score -4077535 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -4078037.750000 Penalty: 5093.268555
	Iteration 3Q: 3 clusters Score -4078038 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4078520.250000 Penalty: 5093.268555
	Iteration 4Q: 3 clusters Score -4078520 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -4079022.250000 Penalty: 5093.268555
	Iteration 5Q: 3 clusters Score -4079022 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4079645.750000 Penalty: 5093.268555
	Iteration 6Q: 3 clusters Score -4079646 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -4080436.750000 Penalty: 5093.268555
	Iteration 7Q: 3 clusters Score -4080437 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4081491.000000 Penalty: 5093.268555
	Iteration 8F: 3 clusters Score -4081491 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -4082574.500000 Penalty: 5093.268555
	Iteration 9F: 3 clusters Score -4082574 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -4083426.250000 Penalty: 5093.268555
	Iteration 10Q: 3 clusters Score -4083426 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4083998.750000 Penalty: 5093.268555
	Iteration 11Q: 3 clusters Score -4083999 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4084361.500000 Penalty: 5093.268555
	Iteration 12Q: 3 clusters Score -4084362 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4084582.250000 Penalty: 5093.268555
	Iteration 13Q: 3 clusters Score -4084582 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -4084763.000000 Penalty: 5093.268555
	Iteration 14Q: 3 clusters Score -4084763 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -4084914.000000 Penalty: 5093.268555
	Iteration 15Q: 3 clusters Score -4084914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -4085116.250000 Penalty: 5093.268555
	Iteration 16Q: 3 clusters Score -4085116 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4085317.500000 Penalty: 5093.268555
	Iteration 17Q: 3 clusters Score -4085318 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -4085501.250000 Penalty: 5093.268555
	Iteration 18Q: 3 clusters Score -4085501 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -4085670.750000 Penalty: 5093.268555
	Iteration 19Q: 3 clusters Score -4085671 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -4085831.000000 Penalty: 5093.268555
	Iteration 20F: 3 clusters Score -4085831 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -4085974.250000 Penalty: 5093.268555
	Iteration 21Q: 3 clusters Score -4085974 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -4086096.000000 Penalty: 5093.268555
	Iteration 22Q: 3 clusters Score -4086096 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -4086210.750000 Penalty: 5093.268555
	Iteration 23Q: 3 clusters Score -4086211 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4086300.250000 Penalty: 5093.268555
	Iteration 24Q: 3 clusters Score -4086300 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4086413.250000 Penalty: 5093.268555
	Iteration 25Q: 3 clusters Score -4086413 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4086483.250000 Penalty: 5093.268555
	Iteration 26Q: 3 clusters Score -4086483 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -4086590.750000 Penalty: 5093.268555
	Iteration 27Q: 3 clusters Score -4086591 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4086676.250000 Penalty: 5093.268555
	Iteration 28Q: 3 clusters Score -4086676 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4086777.250000 Penalty: 5093.268555
	Iteration 29Q: 3 clusters Score -4086777 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4086887.750000 Penalty: 5093.268555
	Iteration 30Q: 3 clusters Score -4086888 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4086962.000000 Penalty: 5093.268555
	Iteration 31Q: 3 clusters Score -4086962 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4087047.750000 Penalty: 5093.268555
	Iteration 32Q: 3 clusters Score -4087048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4087125.000000 Penalty: 5093.268555
	Iteration 33Q: 3 clusters Score -4087125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4087202.500000 Penalty: 5093.268555
	Iteration 34Q: 3 clusters Score -4087202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4087266.000000 Penalty: 5093.268555
	Iteration 35Q: 3 clusters Score -4087266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4087318.250000 Penalty: 5093.268555
	Iteration 36Q: 3 clusters Score -4087318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4087361.750000 Penalty: 5093.268555
	Iteration 37Q: 3 clusters Score -4087362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4087395.750000 Penalty: 5093.268555
	Iteration 38Q: 3 clusters Score -4087396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4087428.250000 Penalty: 5093.268555
	Iteration 39Q: 3 clusters Score -4087428 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4087457.500000 Penalty: 5093.268555
	Iteration 40F: 3 clusters Score -4087458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4087466.250000 Penalty: 5093.268555
	Iteration 41Q: 3 clusters Score -4087466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4087492.750000 Penalty: 5093.268555
	Iteration 42Q: 3 clusters Score -4087493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4087511.250000 Penalty: 5093.268555
	Iteration 43Q: 3 clusters Score -4087511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4087528.250000 Penalty: 5093.268555
	Iteration 44Q: 3 clusters Score -4087528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4087538.000000 Penalty: 5093.268555
	Iteration 45Q: 3 clusters Score -4087538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4087554.500000 Penalty: 5093.268555
	Iteration 46Q: 3 clusters Score -4087554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4087577.000000 Penalty: 5093.268555
	Iteration 47Q: 3 clusters Score -4087577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4087588.750000 Penalty: 5093.268555
	Iteration 48Q: 3 clusters Score -4087589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4087600.750000 Penalty: 5093.268555
	Iteration 49Q: 3 clusters Score -4087601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4087608.750000 Penalty: 5093.268555
	Iteration 50Q: 3 clusters Score -4087609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4087635.500000 Penalty: 5093.268555
	Iteration 51Q: 3 clusters Score -4087636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4087646.000000 Penalty: 5093.268555
	Iteration 52Q: 3 clusters Score -4087646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4087667.250000 Penalty: 5093.268555
	Iteration 53Q: 3 clusters Score -4087667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4087674.000000 Penalty: 5093.268555
	Iteration 54Q: 3 clusters Score -4087674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4087678.250000 Penalty: 5093.268555
	Iteration 55Q: 3 clusters Score -4087678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4087683.500000 Penalty: 5093.268555
	Iteration 56Q: 3 clusters Score -4087684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4087695.000000 Penalty: 5093.268555
	Iteration 57Q: 3 clusters Score -4087695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4087700.250000 Penalty: 5093.268555
	Iteration 58Q: 3 clusters Score -4087700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4087714.500000 Penalty: 5093.268555
	Iteration 59Q: 3 clusters Score -4087714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4087719.000000 Penalty: 5093.268555
	Iteration 60F: 3 clusters Score -4087719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4087726.000000 Penalty: 5093.268555
	Iteration 61Q: 3 clusters Score -4087726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4087735.750000 Penalty: 5093.268555
	Iteration 62Q: 3 clusters Score -4087736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4087736.500000 Penalty: 5093.268555
	Iteration 63Q: 3 clusters Score -4087736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4087752.500000 Penalty: 5093.268555
	Iteration 64Q: 3 clusters Score -4087752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4087757.250000 Penalty: 5093.268555
	Iteration 65Q: 3 clusters Score -4087757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4087766.750000 Penalty: 5093.268555
	Iteration 66Q: 3 clusters Score -4087767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4087766.250000 Penalty: 5093.268555
	Iteration 67Q: 3 clusters Score -4087766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4087764.750000 Penalty: 5093.268555
	Iteration 68Q: 3 clusters Score -4087765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4087770.000000 Penalty: 5093.268555
	Iteration 69Q: 3 clusters Score -4087770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4087770.750000 Penalty: 5093.268555
	Iteration 70Q: 3 clusters Score -4087771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4087776.000000 Penalty: 5093.268555
	Iteration 71Q: 3 clusters Score -4087776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4087772.750000 Penalty: 5093.268555
	Iteration 72Q: 3 clusters Score -4087773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4087783.000000 Penalty: 5093.268555
	Iteration 73Q: 3 clusters Score -4087783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4087779.250000 Penalty: 5093.268555
	Iteration 74Q: 3 clusters Score -4087779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4087784.500000 Penalty: 5093.268555
	Iteration 75Q: 3 clusters Score -4087784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4087788.500000 Penalty: 5093.268555
	Iteration 76Q: 3 clusters Score -4087788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4087790.000000 Penalty: 5093.268555
	Iteration 77Q: 3 clusters Score -4087790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4087784.500000 Penalty: 5093.268555
	Iteration 78Q: 3 clusters Score -4087784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4087785.750000 Penalty: 5093.268555
	Iteration 79Q: 3 clusters Score -4087786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4087792.750000 Penalty: 5093.268555
	Iteration 80F: 3 clusters Score -4087793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4087792.500000 Penalty: 5093.268555
	Iteration 81Q: 3 clusters Score -4087792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4087792.500000 Penalty: 5093.268555
	Iteration 82F: 3 clusters Score -4087792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -190693.125000 Penalty: 1802.346313
	Iteration 0F: 2 clusters Score -190693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -188519.843750 Penalty: 3604.692627
	Iteration 0F: 3 clusters Score -188519.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188998.500000 Penalty: 3604.692627
	Iteration 1F: 3 clusters Score -188998.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -189214.015625 Penalty: 3604.692627
	Iteration 2F: 3 clusters Score -189214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -189351.828125 Penalty: 3604.692627
	Iteration 3F: 3 clusters Score -189351.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -189439.796875 Penalty: 3604.692627
	Iteration 4Q: 3 clusters Score -189439.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -189526.765625 Penalty: 3604.692627
	Iteration 5Q: 3 clusters Score -189526.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -189601.093750 Penalty: 3604.692627
	Iteration 6Q: 3 clusters Score -189601.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -189649.390625 Penalty: 3604.692627
	Iteration 7Q: 3 clusters Score -189649.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -189689.281250 Penalty: 3604.692627
	Iteration 8Q: 3 clusters Score -189689.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -189747.828125 Penalty: 3604.692627
	Iteration 9Q: 3 clusters Score -189747.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -189798.187500 Penalty: 3604.692627
	Iteration 10Q: 3 clusters Score -189798.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -189838.875000 Penalty: 3604.692627
	Iteration 11Q: 3 clusters Score -189838.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189860.640625 Penalty: 3604.692627
	Iteration 12Q: 3 clusters Score -189860.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -189878.687500 Penalty: 3604.692627
	Iteration 13Q: 3 clusters Score -189878.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -189886.046875 Penalty: 3604.692627
	Iteration 14Q: 3 clusters Score -189886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -189896.625000 Penalty: 3604.692627
	Iteration 15Q: 3 clusters Score -189896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -189905.062500 Penalty: 3604.692627
	Iteration 16Q: 3 clusters Score -189905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -189911.968750 Penalty: 3604.692627
	Iteration 17Q: 3 clusters Score -189912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189914.953125 Penalty: 3604.692627
	Iteration 18Q: 3 clusters Score -189915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -189919.265625 Penalty: 3604.692627
	Iteration 19Q: 3 clusters Score -189919.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -189924.343750 Penalty: 3604.692627
	Iteration 20F: 3 clusters Score -189924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -189939.015625 Penalty: 3604.692627
	Iteration 21Q: 3 clusters Score -189939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -189944.406250 Penalty: 3604.692627
	Iteration 22Q: 3 clusters Score -189944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -189952.343750 Penalty: 3604.692627
	Iteration 23Q: 3 clusters Score -189952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -189969.062500 Penalty: 3604.692627
	Iteration 24Q: 3 clusters Score -189969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -189975.234375 Penalty: 3604.692627
	Iteration 25Q: 3 clusters Score -189975.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -189977.390625 Penalty: 3604.692627
	Iteration 26Q: 3 clusters Score -189977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -189980.203125 Penalty: 3604.692627
	Iteration 27Q: 3 clusters Score -189980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189981.171875 Penalty: 3604.692627
	Iteration 28Q: 3 clusters Score -189981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -189981.171875 Penalty: 3604.692627
	Iteration 29F: 3 clusters Score -189981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Entering Unmasked Estep 
Score: -3317211.250000 Penalty: 2494.758057
	Iteration 0F: 2 clusters Score -3317211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3301021.250000 Penalty: 4989.516113
	Iteration 0F: 3 clusters Score -3301021 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3306507.500000 Penalty: 4989.516113
	Iteration 1F: 3 clusters Score -3306508 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3306847.500000 Penalty: 4989.516113
	Iteration 2Q: 3 clusters Score -3306848 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -3307119.250000 Penalty: 4989.516113
	Iteration 3Q: 3 clusters Score -3307119 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -3307408.000000 Penalty: 4989.516113
	Iteration 4Q: 3 clusters Score -3307408 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3307692.750000 Penalty: 4989.516113
	Iteration 5Q: 3 clusters Score -3307693 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -3307952.000000 Penalty: 4989.516113
	Iteration 6Q: 3 clusters Score -3307952 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -3308243.500000 Penalty: 4989.516113
	Iteration 7Q: 3 clusters Score -3308244 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3308566.250000 Penalty: 4989.516113
	Iteration 8Q: 3 clusters Score -3308566 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3308937.000000 Penalty: 4989.516113
	Iteration 9Q: 3 clusters Score -3308937 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3309329.000000 Penalty: 4989.516113
	Iteration 10Q: 3 clusters Score -3309329 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3309795.500000 Penalty: 4989.516113
	Iteration 11Q: 3 clusters Score -3309796 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3310341.750000 Penalty: 4989.516113
	Iteration 12Q: 3 clusters Score -3310342 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3310844.000000 Penalty: 4989.516113
	Iteration 13Q: 3 clusters Score -3310844 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3311354.750000 Penalty: 4989.516113
	Iteration 14Q: 3 clusters Score -3311355 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -3311773.500000 Penalty: 4989.516113
	Iteration 15Q: 3 clusters Score -3311774 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3312088.250000 Penalty: 4989.516113
	Iteration 16Q: 3 clusters Score -3312088 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3312287.750000 Penalty: 4989.516113
	Iteration 17Q: 3 clusters Score -3312288 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -3312425.500000 Penalty: 4989.516113
	Iteration 18Q: 3 clusters Score -3312426 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3312524.000000 Penalty: 4989.516113
	Iteration 19Q: 3 clusters Score -3312524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3312613.500000 Penalty: 4989.516113
	Iteration 20F: 3 clusters Score -3312614 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3312682.000000 Penalty: 4989.516113
	Iteration 21Q: 3 clusters Score -3312682 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3312765.000000 Penalty: 4989.516113
	Iteration 22Q: 3 clusters Score -3312765 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3312843.750000 Penalty: 4989.516113
	Iteration 23Q: 3 clusters Score -3312844 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3312903.250000 Penalty: 4989.516113
	Iteration 24Q: 3 clusters Score -3312903 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3312941.750000 Penalty: 4989.516113
	Iteration 25Q: 3 clusters Score -3312942 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3312993.250000 Penalty: 4989.516113
	Iteration 26Q: 3 clusters Score -3312993 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3313056.500000 Penalty: 4989.516113
	Iteration 27Q: 3 clusters Score -3313056 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3313117.750000 Penalty: 4989.516113
	Iteration 28Q: 3 clusters Score -3313118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3313185.250000 Penalty: 4989.516113
	Iteration 29Q: 3 clusters Score -3313185 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3313265.750000 Penalty: 4989.516113
	Iteration 30Q: 3 clusters Score -3313266 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3313326.500000 Penalty: 4989.516113
	Iteration 31Q: 3 clusters Score -3313326 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3313415.250000 Penalty: 4989.516113
	Iteration 32Q: 3 clusters Score -3313415 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3313458.500000 Penalty: 4989.516113
	Iteration 33Q: 3 clusters Score -3313458 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3313517.750000 Penalty: 4989.516113
	Iteration 34Q: 3 clusters Score -3313518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -3313596.250000 Penalty: 4989.516113
	Iteration 35Q: 3 clusters Score -3313596 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3313663.500000 Penalty: 4989.516113
	Iteration 36Q: 3 clusters Score -3313664 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3313723.750000 Penalty: 4989.516113
	Iteration 37Q: 3 clusters Score -3313724 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3313804.500000 Penalty: 4989.516113
	Iteration 38Q: 3 clusters Score -3313804 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3313869.250000 Penalty: 4989.516113
	Iteration 39Q: 3 clusters Score -3313869 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -3313942.000000 Penalty: 4989.516113
	Iteration 40F: 3 clusters Score -3313942 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3314004.250000 Penalty: 4989.516113
	Iteration 41Q: 3 clusters Score -3314004 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3314068.250000 Penalty: 4989.516113
	Iteration 42Q: 3 clusters Score -3314068 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -3314113.500000 Penalty: 4989.516113
	Iteration 43Q: 3 clusters Score -3314114 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3314183.000000 Penalty: 4989.516113
	Iteration 44Q: 3 clusters Score -3314183 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3314243.750000 Penalty: 4989.516113
	Iteration 45Q: 3 clusters Score -3314244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3314302.500000 Penalty: 4989.516113
	Iteration 46Q: 3 clusters Score -3314302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3314355.000000 Penalty: 4989.516113
	Iteration 47Q: 3 clusters Score -3314355 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -3314419.250000 Penalty: 4989.516113
	Iteration 48Q: 3 clusters Score -3314419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3314487.750000 Penalty: 4989.516113
	Iteration 49Q: 3 clusters Score -3314488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3314551.250000 Penalty: 4989.516113
	Iteration 50Q: 3 clusters Score -3314551 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3314608.750000 Penalty: 4989.516113
	Iteration 51Q: 3 clusters Score -3314609 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -3314673.000000 Penalty: 4989.516113
	Iteration 52Q: 3 clusters Score -3314673 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3314717.750000 Penalty: 4989.516113
	Iteration 53Q: 3 clusters Score -3314718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3314770.250000 Penalty: 4989.516113
	Iteration 54Q: 3 clusters Score -3314770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3314804.750000 Penalty: 4989.516113
	Iteration 55Q: 3 clusters Score -3314805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3314822.500000 Penalty: 4989.516113
	Iteration 56Q: 3 clusters Score -3314822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3314836.250000 Penalty: 4989.516113
	Iteration 57Q: 3 clusters Score -3314836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -3314851.250000 Penalty: 4989.516113
	Iteration 58Q: 3 clusters Score -3314851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -3314861.000000 Penalty: 4989.516113
	Iteration 59Q: 3 clusters Score -3314861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -3314883.750000 Penalty: 4989.516113
	Iteration 60F: 3 clusters Score -3314884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3314899.500000 Penalty: 4989.516113
	Iteration 61Q: 3 clusters Score -3314900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3314919.750000 Penalty: 4989.516113
	Iteration 62Q: 3 clusters Score -3314920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -3314933.250000 Penalty: 4989.516113
	Iteration 63Q: 3 clusters Score -3314933 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -3314953.000000 Penalty: 4989.516113
	Iteration 64Q: 3 clusters Score -3314953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -3314972.000000 Penalty: 4989.516113
	Iteration 65Q: 3 clusters Score -3314972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3314977.750000 Penalty: 4989.516113
	Iteration 66Q: 3 clusters Score -3314978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3314986.250000 Penalty: 4989.516113
	Iteration 67Q: 3 clusters Score -3314986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3314990.250000 Penalty: 4989.516113
	Iteration 68Q: 3 clusters Score -3314990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3314996.750000 Penalty: 4989.516113
	Iteration 69Q: 3 clusters Score -3314997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3315002.500000 Penalty: 4989.516113
	Iteration 70Q: 3 clusters Score -3315002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3315019.750000 Penalty: 4989.516113
	Iteration 71Q: 3 clusters Score -3315020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3315025.500000 Penalty: 4989.516113
	Iteration 72Q: 3 clusters Score -3315026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3315031.000000 Penalty: 4989.516113
	Iteration 73Q: 3 clusters Score -3315031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3315033.000000 Penalty: 4989.516113
	Iteration 74Q: 3 clusters Score -3315033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3315037.750000 Penalty: 4989.516113
	Iteration 75Q: 3 clusters Score -3315038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3315037.500000 Penalty: 4989.516113
	Iteration 76Q: 3 clusters Score -3315038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -3315042.250000 Penalty: 4989.516113
	Iteration 77Q: 3 clusters Score -3315042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3315044.500000 Penalty: 4989.516113
	Iteration 78Q: 3 clusters Score -3315044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3315052.250000 Penalty: 4989.516113
	Iteration 79Q: 3 clusters Score -3315052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3315057.250000 Penalty: 4989.516113
	Iteration 80F: 3 clusters Score -3315057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3315056.000000 Penalty: 4989.516113
	Iteration 81Q: 3 clusters Score -3315056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3315060.000000 Penalty: 4989.516113
	Iteration 82Q: 3 clusters Score -3315060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3315059.500000 Penalty: 4989.516113
	Iteration 83Q: 3 clusters Score -3315060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3315060.250000 Penalty: 4989.516113
	Iteration 84Q: 3 clusters Score -3315060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3315063.000000 Penalty: 4989.516113
	Iteration 85Q: 3 clusters Score -3315063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3315062.000000 Penalty: 4989.516113
	Iteration 86Q: 3 clusters Score -3315062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3315067.250000 Penalty: 4989.516113
	Iteration 87Q: 3 clusters Score -3315067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3315068.500000 Penalty: 4989.516113
	Iteration 88Q: 3 clusters Score -3315068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -3315070.500000 Penalty: 4989.516113
	Iteration 89Q: 3 clusters Score -3315070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -3315073.750000 Penalty: 4989.516113
	Iteration 90Q: 3 clusters Score -3315074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3315075.250000 Penalty: 4989.516113
	Iteration 91Q: 3 clusters Score -3315075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3315076.750000 Penalty: 4989.516113
	Iteration 92Q: 3 clusters Score -3315077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3315081.500000 Penalty: 4989.516113
	Iteration 93Q: 3 clusters Score -3315082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -3315081.500000 Penalty: 4989.516113
	Iteration 94F: 3 clusters Score -3315082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80046 members 
Entering Unmasked Estep 
Score: -11271553.000000 Penalty: 2800.008545
	Iteration 0F: 2 clusters Score -1.127155e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -11218008.000000 Penalty: 5600.017090
	Iteration 0F: 3 clusters Score -1.121801e+07 nChanged 37549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -11239367.000000 Penalty: 5600.017090
	Iteration 1F: 3 clusters Score -1.123937e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -11240161.000000 Penalty: 5600.017090
	Iteration 2Q: 3 clusters Score -1.124016e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -11241219.000000 Penalty: 5600.017090
	Iteration 3Q: 3 clusters Score -1.124122e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -11242649.000000 Penalty: 5600.017090
	Iteration 4Q: 3 clusters Score -1.124265e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -11244664.000000 Penalty: 5600.017090
	Iteration 5F: 3 clusters Score -1.124466e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -11248253.000000 Penalty: 5600.017090
	Iteration 6F: 3 clusters Score -1.124825e+07 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -11253384.000000 Penalty: 5600.017090
	Iteration 7F: 3 clusters Score -1.125338e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -11259050.000000 Penalty: 5600.017090
	Iteration 8F: 3 clusters Score -1.125905e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -11263263.000000 Penalty: 5600.017090
	Iteration 9F: 3 clusters Score -1.126326e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -11265680.000000 Penalty: 5600.017090
	Iteration 10Q: 3 clusters Score -1.126568e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -11267043.000000 Penalty: 5600.017090
	Iteration 11Q: 3 clusters Score -1.126704e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -11267761.000000 Penalty: 5600.017090
	Iteration 12Q: 3 clusters Score -1.126776e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75792 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -11268206.000000 Penalty: 5600.017090
	Iteration 13Q: 3 clusters Score -1.126821e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76309 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -11268515.000000 Penalty: 5600.017090
	Iteration 14Q: 3 clusters Score -1.126852e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76735 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -11268762.000000 Penalty: 5600.017090
	Iteration 15Q: 3 clusters Score -1.126876e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -11268904.000000 Penalty: 5600.017090
	Iteration 16Q: 3 clusters Score -1.12689e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -11269033.000000 Penalty: 5600.017090
	Iteration 17Q: 3 clusters Score -1.126903e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77537 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -11269133.000000 Penalty: 5600.017090
	Iteration 18Q: 3 clusters Score -1.126913e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77697 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11269176.000000 Penalty: 5600.017090
	Iteration 19Q: 3 clusters Score -1.126918e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -11269220.000000 Penalty: 5600.017090
	Iteration 20F: 3 clusters Score -1.126922e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77915 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -11269242.000000 Penalty: 5600.017090
	Iteration 21Q: 3 clusters Score -1.126924e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77999 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -11269275.000000 Penalty: 5600.017090
	Iteration 22Q: 3 clusters Score -1.126928e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78069 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -11269277.000000 Penalty: 5600.017090
	Iteration 23Q: 3 clusters Score -1.126928e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78128 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11269312.000000 Penalty: 5600.017090
	Iteration 24Q: 3 clusters Score -1.126931e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78192 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -11269346.000000 Penalty: 5600.017090
	Iteration 25Q: 3 clusters Score -1.126935e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -11269367.000000 Penalty: 5600.017090
	Iteration 26Q: 3 clusters Score -1.126937e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11269401.000000 Penalty: 5600.017090
	Iteration 27Q: 3 clusters Score -1.12694e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78318 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11269409.000000 Penalty: 5600.017090
	Iteration 28Q: 3 clusters Score -1.126941e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -11269412.000000 Penalty: 5600.017090
	Iteration 29Q: 3 clusters Score -1.126941e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78360 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -11269410.000000 Penalty: 5600.017090
	Iteration 30Q: 3 clusters Score -1.126941e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -11269425.000000 Penalty: 5600.017090
	Iteration 31Q: 3 clusters Score -1.126942e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11269431.000000 Penalty: 5600.017090
	Iteration 32Q: 3 clusters Score -1.126943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11269433.000000 Penalty: 5600.017090
	Iteration 33Q: 3 clusters Score -1.126943e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11269433.000000 Penalty: 5600.017090
	Iteration 34Q: 3 clusters Score -1.126943e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -11269449.000000 Penalty: 5600.017090
	Iteration 35Q: 3 clusters Score -1.126945e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11269466.000000 Penalty: 5600.017090
	Iteration 36Q: 3 clusters Score -1.126947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11269453.000000 Penalty: 5600.017090
	Iteration 37Q: 3 clusters Score -1.126945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78480 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -11269462.000000 Penalty: 5600.017090
	Iteration 38Q: 3 clusters Score -1.126946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78491 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -11269464.000000 Penalty: 5600.017090
	Iteration 39Q: 3 clusters Score -1.126946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -11269466.000000 Penalty: 5600.017090
	Iteration 40F: 3 clusters Score -1.126947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -11269474.000000 Penalty: 5600.017090
	Iteration 41Q: 3 clusters Score -1.126947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -11269473.000000 Penalty: 5600.017090
	Iteration 42Q: 3 clusters Score -1.126947e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11269471.000000 Penalty: 5600.017090
	Iteration 43Q: 3 clusters Score -1.126947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -11269471.000000 Penalty: 5600.017090
	Iteration 44F: 3 clusters Score -1.126947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (151048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151048 members 
Entering Unmasked Estep 
Score: -21081712.000000 Penalty: 2957.487549
	Iteration 0F: 2 clusters Score -2.108171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75465 members 
Mstep: Class 2 contains 75583 members 
Entering Unmasked Estep 
Score: -20982640.000000 Penalty: 5914.975098
	Iteration 0F: 3 clusters Score -2.098264e+07 nChanged 72334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -21024892.000000 Penalty: 5914.975098
	Iteration 1F: 3 clusters Score -2.102489e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 78074 members 
Entering Unmasked Estep 
Score: -21026166.000000 Penalty: 5914.975098
	Iteration 2Q: 3 clusters Score -2.102617e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -21027808.000000 Penalty: 5914.975098
	Iteration 3Q: 3 clusters Score -2.102781e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -21030116.000000 Penalty: 5914.975098
	Iteration 4Q: 3 clusters Score -2.103012e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -21033674.000000 Penalty: 5914.975098
	Iteration 5F: 3 clusters Score -2.103367e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -21040042.000000 Penalty: 5914.975098
	Iteration 6F: 3 clusters Score -2.104004e+07 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 100295 members 
Entering Unmasked Estep 
Score: -21049194.000000 Penalty: 5914.975098
	Iteration 7F: 3 clusters Score -2.104919e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -21059672.000000 Penalty: 5914.975098
	Iteration 8F: 3 clusters Score -2.105967e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -21067500.000000 Penalty: 5914.975098
	Iteration 9F: 3 clusters Score -2.10675e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 117688 members 
Entering Unmasked Estep 
Score: -21071300.000000 Penalty: 5914.975098
	Iteration 10Q: 3 clusters Score -2.10713e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -21073222.000000 Penalty: 5914.975098
	Iteration 11Q: 3 clusters Score -2.107322e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -21074478.000000 Penalty: 5914.975098
	Iteration 12Q: 3 clusters Score -2.107448e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -21075346.000000 Penalty: 5914.975098
	Iteration 13Q: 3 clusters Score -2.107535e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 126884 members 
Entering Unmasked Estep 
Score: -21076194.000000 Penalty: 5914.975098
	Iteration 14Q: 3 clusters Score -2.107619e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 128676 members 
Entering Unmasked Estep 
Score: -21076930.000000 Penalty: 5914.975098
	Iteration 15Q: 3 clusters Score -2.107693e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -21077368.000000 Penalty: 5914.975098
	Iteration 16Q: 3 clusters Score -2.107737e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 131883 members 
Entering Unmasked Estep 
Score: -21077732.000000 Penalty: 5914.975098
	Iteration 17Q: 3 clusters Score -2.107773e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 133349 members 
Entering Unmasked Estep 
Score: -21078176.000000 Penalty: 5914.975098
	Iteration 18Q: 3 clusters Score -2.107818e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -21078606.000000 Penalty: 5914.975098
	Iteration 19Q: 3 clusters Score -2.107861e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -21078956.000000 Penalty: 5914.975098
	Iteration 20F: 3 clusters Score -2.107896e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -21079360.000000 Penalty: 5914.975098
	Iteration 21Q: 3 clusters Score -2.107936e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 138475 members 
Entering Unmasked Estep 
Score: -21079688.000000 Penalty: 5914.975098
	Iteration 22Q: 3 clusters Score -2.107969e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 139523 members 
Entering Unmasked Estep 
Score: -21079888.000000 Penalty: 5914.975098
	Iteration 23Q: 3 clusters Score -2.107989e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 140511 members 
Entering Unmasked Estep 
Score: -21080154.000000 Penalty: 5914.975098
	Iteration 24Q: 3 clusters Score -2.108015e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 141429 members 
Entering Unmasked Estep 
Score: -21080432.000000 Penalty: 5914.975098
	Iteration 25Q: 3 clusters Score -2.108043e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 142267 members 
Entering Unmasked Estep 
Score: -21080590.000000 Penalty: 5914.975098
	Iteration 26Q: 3 clusters Score -2.108059e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -21080692.000000 Penalty: 5914.975098
	Iteration 27Q: 3 clusters Score -2.108069e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -21080824.000000 Penalty: 5914.975098
	Iteration 28Q: 3 clusters Score -2.108082e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 144416 members 
Entering Unmasked Estep 
Score: -21080876.000000 Penalty: 5914.975098
	Iteration 29Q: 3 clusters Score -2.108088e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 145059 members 
Entering Unmasked Estep 
Score: -21080926.000000 Penalty: 5914.975098
	Iteration 30Q: 3 clusters Score -2.108093e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 145643 members 
Entering Unmasked Estep 
Score: -21080882.000000 Penalty: 5914.975098
	Iteration 31Q: 3 clusters Score -2.108088e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 146197 members 
Entering Unmasked Estep 
Score: -21080930.000000 Penalty: 5914.975098
	Iteration 32Q: 3 clusters Score -2.108093e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -21080962.000000 Penalty: 5914.975098
	Iteration 33Q: 3 clusters Score -2.108096e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
Score: -21080996.000000 Penalty: 5914.975098
	Iteration 34Q: 3 clusters Score -2.1081e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -21080988.000000 Penalty: 5914.975098
	Iteration 35Q: 3 clusters Score -2.108099e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -21080960.000000 Penalty: 5914.975098
	Iteration 36Q: 3 clusters Score -2.108096e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 147978 members 
Entering Unmasked Estep 
Score: -21080976.000000 Penalty: 5914.975098
	Iteration 37Q: 3 clusters Score -2.108098e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -21080912.000000 Penalty: 5914.975098
	Iteration 38Q: 3 clusters Score -2.108091e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -21080850.000000 Penalty: 5914.975098
	Iteration 39Q: 3 clusters Score -2.108085e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 148482 members 
Entering Unmasked Estep 
Score: -21080860.000000 Penalty: 5914.975098
	Iteration 40F: 3 clusters Score -2.108086e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -21080834.000000 Penalty: 5914.975098
	Iteration 41Q: 3 clusters Score -2.108083e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -21080856.000000 Penalty: 5914.975098
	Iteration 42Q: 3 clusters Score -2.108086e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -21080812.000000 Penalty: 5914.975098
	Iteration 43Q: 3 clusters Score -2.108081e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 148839 members 
Entering Unmasked Estep 
Score: -21080806.000000 Penalty: 5914.975098
	Iteration 44Q: 3 clusters Score -2.108081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -21080826.000000 Penalty: 5914.975098
	Iteration 45Q: 3 clusters Score -2.108083e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -21080872.000000 Penalty: 5914.975098
	Iteration 46Q: 3 clusters Score -2.108087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 148998 members 
Entering Unmasked Estep 
Score: -21080866.000000 Penalty: 5914.975098
	Iteration 47Q: 3 clusters Score -2.108087e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 149036 members 
Entering Unmasked Estep 
Score: -21080850.000000 Penalty: 5914.975098
	Iteration 48Q: 3 clusters Score -2.108085e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 149071 members 
Entering Unmasked Estep 
Score: -21080836.000000 Penalty: 5914.975098
	Iteration 49Q: 3 clusters Score -2.108084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -21080812.000000 Penalty: 5914.975098
	Iteration 50Q: 3 clusters Score -2.108081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 149134 members 
Entering Unmasked Estep 
Score: -21080814.000000 Penalty: 5914.975098
	Iteration 51Q: 3 clusters Score -2.108081e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -21080786.000000 Penalty: 5914.975098
	Iteration 52Q: 3 clusters Score -2.108079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -21080788.000000 Penalty: 5914.975098
	Iteration 53Q: 3 clusters Score -2.108079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -21080770.000000 Penalty: 5914.975098
	Iteration 54Q: 3 clusters Score -2.108077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 149220 members 
Entering Unmasked Estep 
Score: -21080766.000000 Penalty: 5914.975098
	Iteration 55Q: 3 clusters Score -2.108077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 149246 members 
Entering Unmasked Estep 
Score: -21080782.000000 Penalty: 5914.975098
	Iteration 56Q: 3 clusters Score -2.108078e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5914.975098
	Iteration 57Q: 3 clusters Score -2.108077e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 149307 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5914.975098
	Iteration 58Q: 3 clusters Score -2.108077e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 149334 members 
Entering Unmasked Estep 
Score: -21080772.000000 Penalty: 5914.975098
	Iteration 59Q: 3 clusters Score -2.108077e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -21080760.000000 Penalty: 5914.975098
	Iteration 60F: 3 clusters Score -2.108076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -21080744.000000 Penalty: 5914.975098
	Iteration 61Q: 3 clusters Score -2.108074e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 149390 members 
Entering Unmasked Estep 
Score: -21080746.000000 Penalty: 5914.975098
	Iteration 62Q: 3 clusters Score -2.108075e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -21080748.000000 Penalty: 5914.975098
	Iteration 63Q: 3 clusters Score -2.108075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 149412 members 
Entering Unmasked Estep 
Score: -21080750.000000 Penalty: 5914.975098
	Iteration 64Q: 3 clusters Score -2.108075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -21080740.000000 Penalty: 5914.975098
	Iteration 65Q: 3 clusters Score -2.108074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
Score: -21080732.000000 Penalty: 5914.975098
	Iteration 66Q: 3 clusters Score -2.108073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 149418 members 
Entering Unmasked Estep 
Score: -21080706.000000 Penalty: 5914.975098
	Iteration 67Q: 3 clusters Score -2.108071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 149424 members 
Entering Unmasked Estep 
Score: -21080704.000000 Penalty: 5914.975098
	Iteration 68Q: 3 clusters Score -2.10807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 149431 members 
Entering Unmasked Estep 
Score: -21080692.000000 Penalty: 5914.975098
	Iteration 69Q: 3 clusters Score -2.108069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 149426 members 
Entering Unmasked Estep 
Score: -21080710.000000 Penalty: 5914.975098
	Iteration 70Q: 3 clusters Score -2.108071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 149423 members 
Entering Unmasked Estep 
Score: -21080728.000000 Penalty: 5914.975098
	Iteration 71Q: 3 clusters Score -2.108073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 149416 members 
Entering Unmasked Estep 
Score: -21080740.000000 Penalty: 5914.975098
	Iteration 72Q: 3 clusters Score -2.108074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 149411 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5914.975098
	Iteration 73Q: 3 clusters Score -2.108077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 149405 members 
Entering Unmasked Estep 
Score: -21080768.000000 Penalty: 5914.975098
	Iteration 74Q: 3 clusters Score -2.108077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 149406 members 
Entering Unmasked Estep 
Score: -21080800.000000 Penalty: 5914.975098
	Iteration 75Q: 3 clusters Score -2.10808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 149404 members 
Entering Unmasked Estep 
Score: -21080786.000000 Penalty: 5914.975098
	Iteration 76Q: 3 clusters Score -2.108079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -21080798.000000 Penalty: 5914.975098
	Iteration 77Q: 3 clusters Score -2.10808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 149394 members 
Entering Unmasked Estep 
Score: -21080804.000000 Penalty: 5914.975098
	Iteration 78Q: 3 clusters Score -2.10808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 149396 members 
Entering Unmasked Estep 
Score: -21080804.000000 Penalty: 5914.975098
	Iteration 79Q: 3 clusters Score -2.10808e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -21080804.000000 Penalty: 5914.975098
	Iteration 80F: 3 clusters Score -2.10808e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 149386 members 
Entering Unmasked Estep 
Score: -21080790.000000 Penalty: 5914.975098
	Iteration 81Q: 3 clusters Score -2.108079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -21080798.000000 Penalty: 5914.975098
	Iteration 82Q: 3 clusters Score -2.10808e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -21080826.000000 Penalty: 5914.975098
	Iteration 83Q: 3 clusters Score -2.108083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -21080836.000000 Penalty: 5914.975098
	Iteration 84Q: 3 clusters Score -2.108084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -21080838.000000 Penalty: 5914.975098
	Iteration 85Q: 3 clusters Score -2.108084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 149379 members 
Entering Unmasked Estep 
Score: -21080832.000000 Penalty: 5914.975098
	Iteration 86Q: 3 clusters Score -2.108083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 149378 members 
Entering Unmasked Estep 
Score: -21080820.000000 Penalty: 5914.975098
	Iteration 87Q: 3 clusters Score -2.108082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -21080828.000000 Penalty: 5914.975098
	Iteration 88Q: 3 clusters Score -2.108083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -21080834.000000 Penalty: 5914.975098
	Iteration 89Q: 3 clusters Score -2.108083e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 149376 members 
Entering Unmasked Estep 
Score: -21080846.000000 Penalty: 5914.975098
	Iteration 90Q: 3 clusters Score -2.108085e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -21080840.000000 Penalty: 5914.975098
	Iteration 91Q: 3 clusters Score -2.108084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
Score: -21080850.000000 Penalty: 5914.975098
	Iteration 92Q: 3 clusters Score -2.108085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 149372 members 
Entering Unmasked Estep 
Score: -21080850.000000 Penalty: 5914.975098
	Iteration 93Q: 3 clusters Score -2.108085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 149366 members 
Entering Unmasked Estep 
Score: -21080866.000000 Penalty: 5914.975098
	Iteration 94Q: 3 clusters Score -2.108087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 149365 members 
Entering Unmasked Estep 
Score: -21080870.000000 Penalty: 5914.975098
	Iteration 95Q: 3 clusters Score -2.108087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -21080872.000000 Penalty: 5914.975098
	Iteration 96Q: 3 clusters Score -2.108087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -21080878.000000 Penalty: 5914.975098
	Iteration 97Q: 3 clusters Score -2.108088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 149363 members 
Entering Unmasked Estep 
Score: -21080876.000000 Penalty: 5914.975098
	Iteration 98Q: 3 clusters Score -2.108088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 149359 members 
Entering Unmasked Estep 
Score: -21080892.000000 Penalty: 5914.975098
	Iteration 99Q: 3 clusters Score -2.108089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 149350 members 
Entering Unmasked Estep 
Score: -21080890.000000 Penalty: 5914.975098
	Iteration 100F: 3 clusters Score -2.108089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -21080914.000000 Penalty: 5914.975098
	Iteration 101Q: 3 clusters Score -2.108091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 149343 members 
Entering Unmasked Estep 
Score: -21080920.000000 Penalty: 5914.975098
	Iteration 102Q: 3 clusters Score -2.108092e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 149340 members 
Entering Unmasked Estep 
Score: -21080954.000000 Penalty: 5914.975098
	Iteration 103Q: 3 clusters Score -2.108095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 149336 members 
Entering Unmasked Estep 
Score: -21080920.000000 Penalty: 5914.975098
	Iteration 104Q: 3 clusters Score -2.108092e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -21080912.000000 Penalty: 5914.975098
	Iteration 105Q: 3 clusters Score -2.108091e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 149345 members 
Entering Unmasked Estep 
Score: -21080916.000000 Penalty: 5914.975098
	Iteration 106Q: 3 clusters Score -2.108092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 149344 members 
Entering Unmasked Estep 
Score: -21080934.000000 Penalty: 5914.975098
	Iteration 107Q: 3 clusters Score -2.108093e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 149346 members 
Entering Unmasked Estep 
Score: -21080918.000000 Penalty: 5914.975098
	Iteration 108Q: 3 clusters Score -2.108092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -21080912.000000 Penalty: 5914.975098
	Iteration 109Q: 3 clusters Score -2.108091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 149338 members 
Entering Unmasked Estep 
Score: -21080920.000000 Penalty: 5914.975098
	Iteration 110Q: 3 clusters Score -2.108092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 149334 members 
Entering Unmasked Estep 
Score: -21080964.000000 Penalty: 5914.975098
	Iteration 111Q: 3 clusters Score -2.108096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 149328 members 
Entering Unmasked Estep 
Score: -21080970.000000 Penalty: 5914.975098
	Iteration 112Q: 3 clusters Score -2.108097e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 149322 members 
Entering Unmasked Estep 
Score: -21080968.000000 Penalty: 5914.975098
	Iteration 113Q: 3 clusters Score -2.108097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -21080980.000000 Penalty: 5914.975098
	Iteration 114Q: 3 clusters Score -2.108098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -21080978.000000 Penalty: 5914.975098
	Iteration 115Q: 3 clusters Score -2.108098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 149304 members 
Entering Unmasked Estep 
Score: -21080950.000000 Penalty: 5914.975098
	Iteration 116Q: 3 clusters Score -2.108095e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 149299 members 
Entering Unmasked Estep 
Score: -21080954.000000 Penalty: 5914.975098
	Iteration 117Q: 3 clusters Score -2.108095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 149292 members 
Entering Unmasked Estep 
Score: -21080944.000000 Penalty: 5914.975098
	Iteration 118Q: 3 clusters Score -2.108094e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 149288 members 
Entering Unmasked Estep 
Score: -21080972.000000 Penalty: 5914.975098
	Iteration 119Q: 3 clusters Score -2.108097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 149283 members 
Entering Unmasked Estep 
Score: -21080978.000000 Penalty: 5914.975098
	Iteration 120F: 3 clusters Score -2.108098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 149279 members 
Entering Unmasked Estep 
Score: -21081006.000000 Penalty: 5914.975098
	Iteration 121Q: 3 clusters Score -2.108101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 149270 members 
Entering Unmasked Estep 
Score: -21081014.000000 Penalty: 5914.975098
	Iteration 122Q: 3 clusters Score -2.108101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 149263 members 
Entering Unmasked Estep 
Score: -21081006.000000 Penalty: 5914.975098
	Iteration 123Q: 3 clusters Score -2.108101e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
Score: -21081010.000000 Penalty: 5914.975098
	Iteration 124Q: 3 clusters Score -2.108101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 149242 members 
Entering Unmasked Estep 
Score: -21081010.000000 Penalty: 5914.975098
	Iteration 125Q: 3 clusters Score -2.108101e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -21081020.000000 Penalty: 5914.975098
	Iteration 126Q: 3 clusters Score -2.108102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 149225 members 
Entering Unmasked Estep 
Score: -21081018.000000 Penalty: 5914.975098
	Iteration 127Q: 3 clusters Score -2.108102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
Score: -21081046.000000 Penalty: 5914.975098
	Iteration 128Q: 3 clusters Score -2.108105e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 149208 members 
Entering Unmasked Estep 
Score: -21081038.000000 Penalty: 5914.975098
	Iteration 129Q: 3 clusters Score -2.108104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 149197 members 
Entering Unmasked Estep 
Score: -21081020.000000 Penalty: 5914.975098
	Iteration 130Q: 3 clusters Score -2.108102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 149187 members 
Entering Unmasked Estep 
Score: -21081046.000000 Penalty: 5914.975098
	Iteration 131Q: 3 clusters Score -2.108105e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -21081046.000000 Penalty: 5914.975098
	Iteration 132Q: 3 clusters Score -2.108105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -21081046.000000 Penalty: 5914.975098
	Iteration 133Q: 3 clusters Score -2.108105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -21081062.000000 Penalty: 5914.975098
	Iteration 134Q: 3 clusters Score -2.108106e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 149121 members 
Entering Unmasked Estep 
Score: -21081074.000000 Penalty: 5914.975098
	Iteration 135Q: 3 clusters Score -2.108107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -21081100.000000 Penalty: 5914.975098
	Iteration 136Q: 3 clusters Score -2.10811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -21081102.000000 Penalty: 5914.975098
	Iteration 137Q: 3 clusters Score -2.10811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -21081092.000000 Penalty: 5914.975098
	Iteration 138Q: 3 clusters Score -2.108109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -21081078.000000 Penalty: 5914.975098
	Iteration 139Q: 3 clusters Score -2.108108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 149072 members 
Entering Unmasked Estep 
Score: -21081080.000000 Penalty: 5914.975098
	Iteration 140F: 3 clusters Score -2.108108e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 149066 members 
Entering Unmasked Estep 
Score: -21081094.000000 Penalty: 5914.975098
	Iteration 141Q: 3 clusters Score -2.108109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -21081116.000000 Penalty: 5914.975098
	Iteration 142Q: 3 clusters Score -2.108112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -21081144.000000 Penalty: 5914.975098
	Iteration 143Q: 3 clusters Score -2.108114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 149030 members 
Entering Unmasked Estep 
Score: -21081138.000000 Penalty: 5914.975098
	Iteration 144Q: 3 clusters Score -2.108114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 149020 members 
Entering Unmasked Estep 
Score: -21081132.000000 Penalty: 5914.975098
	Iteration 145Q: 3 clusters Score -2.108113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 149003 members 
Entering Unmasked Estep 
Score: -21081138.000000 Penalty: 5914.975098
	Iteration 146Q: 3 clusters Score -2.108114e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -21081176.000000 Penalty: 5914.975098
	Iteration 147Q: 3 clusters Score -2.108118e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 148969 members 
Entering Unmasked Estep 
Score: -21081170.000000 Penalty: 5914.975098
	Iteration 148Q: 3 clusters Score -2.108117e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 148950 members 
Entering Unmasked Estep 
Score: -21081192.000000 Penalty: 5914.975098
	Iteration 149Q: 3 clusters Score -2.108119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -21081200.000000 Penalty: 5914.975098
	Iteration 150Q: 3 clusters Score -2.10812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 148920 members 
Entering Unmasked Estep 
Score: -21081210.000000 Penalty: 5914.975098
	Iteration 151Q: 3 clusters Score -2.108121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 148908 members 
Entering Unmasked Estep 
Score: -21081208.000000 Penalty: 5914.975098
	Iteration 152Q: 3 clusters Score -2.108121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 148891 members 
Entering Unmasked Estep 
Score: -21081200.000000 Penalty: 5914.975098
	Iteration 153Q: 3 clusters Score -2.10812e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 148880 members 
Entering Unmasked Estep 
Score: -21081206.000000 Penalty: 5914.975098
	Iteration 154Q: 3 clusters Score -2.108121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 148868 members 
Entering Unmasked Estep 
Score: -21081204.000000 Penalty: 5914.975098
	Iteration 155Q: 3 clusters Score -2.10812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 148854 members 
Entering Unmasked Estep 
Score: -21081208.000000 Penalty: 5914.975098
	Iteration 156Q: 3 clusters Score -2.108121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 148844 members 
Entering Unmasked Estep 
Score: -21081204.000000 Penalty: 5914.975098
	Iteration 157Q: 3 clusters Score -2.10812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -21081218.000000 Penalty: 5914.975098
	Iteration 158Q: 3 clusters Score -2.108122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -21081226.000000 Penalty: 5914.975098
	Iteration 159Q: 3 clusters Score -2.108123e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -21081212.000000 Penalty: 5914.975098
	Iteration 160F: 3 clusters Score -2.108121e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 148780 members 
Entering Unmasked Estep 
Score: -21081230.000000 Penalty: 5914.975098
	Iteration 161Q: 3 clusters Score -2.108123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -21081260.000000 Penalty: 5914.975098
	Iteration 162Q: 3 clusters Score -2.108126e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -21081260.000000 Penalty: 5914.975098
	Iteration 163Q: 3 clusters Score -2.108126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -21081258.000000 Penalty: 5914.975098
	Iteration 164Q: 3 clusters Score -2.108126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -21081264.000000 Penalty: 5914.975098
	Iteration 165Q: 3 clusters Score -2.108126e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 148712 members 
Entering Unmasked Estep 
Score: -21081266.000000 Penalty: 5914.975098
	Iteration 166Q: 3 clusters Score -2.108127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 148705 members 
Entering Unmasked Estep 
Score: -21081264.000000 Penalty: 5914.975098
	Iteration 167Q: 3 clusters Score -2.108126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -21081260.000000 Penalty: 5914.975098
	Iteration 168Q: 3 clusters Score -2.108126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 148692 members 
Entering Unmasked Estep 
Score: -21081242.000000 Penalty: 5914.975098
	Iteration 169Q: 3 clusters Score -2.108124e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 148679 members 
Entering Unmasked Estep 
Score: -21081270.000000 Penalty: 5914.975098
	Iteration 170Q: 3 clusters Score -2.108127e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 148666 members 
Entering Unmasked Estep 
Score: -21081268.000000 Penalty: 5914.975098
	Iteration 171Q: 3 clusters Score -2.108127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -21081280.000000 Penalty: 5914.975098
	Iteration 172Q: 3 clusters Score -2.108128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 148629 members 
Entering Unmasked Estep 
Score: -21081298.000000 Penalty: 5914.975098
	Iteration 173Q: 3 clusters Score -2.10813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
Score: -21081294.000000 Penalty: 5914.975098
	Iteration 174Q: 3 clusters Score -2.108129e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 148593 members 
Entering Unmasked Estep 
Score: -21081316.000000 Penalty: 5914.975098
	Iteration 175Q: 3 clusters Score -2.108132e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 148577 members 
Entering Unmasked Estep 
Score: -21081312.000000 Penalty: 5914.975098
	Iteration 176Q: 3 clusters Score -2.108131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 148562 members 
Entering Unmasked Estep 
Score: -21081324.000000 Penalty: 5914.975098
	Iteration 177Q: 3 clusters Score -2.108132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 148545 members 
Entering Unmasked Estep 
Score: -21081344.000000 Penalty: 5914.975098
	Iteration 178Q: 3 clusters Score -2.108134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -21081332.000000 Penalty: 5914.975098
	Iteration 179Q: 3 clusters Score -2.108133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 148514 members 
Entering Unmasked Estep 
Score: -21081338.000000 Penalty: 5914.975098
	Iteration 180F: 3 clusters Score -2.108134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 148494 members 
Entering Unmasked Estep 
Score: -21081354.000000 Penalty: 5914.975098
	Iteration 181Q: 3 clusters Score -2.108135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 148475 members 
Entering Unmasked Estep 
Score: -21081372.000000 Penalty: 5914.975098
	Iteration 182Q: 3 clusters Score -2.108137e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -21081386.000000 Penalty: 5914.975098
	Iteration 183Q: 3 clusters Score -2.108139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -21081386.000000 Penalty: 5914.975098
	Iteration 184Q: 3 clusters Score -2.108139e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 148442 members 
Entering Unmasked Estep 
Score: -21081388.000000 Penalty: 5914.975098
	Iteration 185Q: 3 clusters Score -2.108139e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 148430 members 
Entering Unmasked Estep 
Score: -21081406.000000 Penalty: 5914.975098
	Iteration 186Q: 3 clusters Score -2.108141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 148424 members 
Entering Unmasked Estep 
Score: -21081410.000000 Penalty: 5914.975098
	Iteration 187Q: 3 clusters Score -2.108141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -21081390.000000 Penalty: 5914.975098
	Iteration 188Q: 3 clusters Score -2.108139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 148413 members 
Entering Unmasked Estep 
Score: -21081390.000000 Penalty: 5914.975098
	Iteration 189Q: 3 clusters Score -2.108139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -21081404.000000 Penalty: 5914.975098
	Iteration 190Q: 3 clusters Score -2.10814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 148405 members 
Entering Unmasked Estep 
Score: -21081402.000000 Penalty: 5914.975098
	Iteration 191Q: 3 clusters Score -2.10814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 148396 members 
Entering Unmasked Estep 
Score: -21081410.000000 Penalty: 5914.975098
	Iteration 192Q: 3 clusters Score -2.108141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 148392 members 
Entering Unmasked Estep 
Score: -21081400.000000 Penalty: 5914.975098
	Iteration 193Q: 3 clusters Score -2.10814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -21081406.000000 Penalty: 5914.975098
	Iteration 194Q: 3 clusters Score -2.108141e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 148379 members 
Entering Unmasked Estep 
Score: -21081426.000000 Penalty: 5914.975098
	Iteration 195Q: 3 clusters Score -2.108143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 148369 members 
Entering Unmasked Estep 
Score: -21081412.000000 Penalty: 5914.975098
	Iteration 196Q: 3 clusters Score -2.108141e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 148358 members 
Entering Unmasked Estep 
Score: -21081432.000000 Penalty: 5914.975098
	Iteration 197Q: 3 clusters Score -2.108143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -21081420.000000 Penalty: 5914.975098
	Iteration 198Q: 3 clusters Score -2.108142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -21081446.000000 Penalty: 5914.975098
	Iteration 199Q: 3 clusters Score -2.108145e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 148315 members 
Entering Unmasked Estep 
Score: -21081464.000000 Penalty: 5914.975098
	Iteration 200F: 3 clusters Score -2.108146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 148304 members 
Entering Unmasked Estep 
Score: -21081482.000000 Penalty: 5914.975098
	Iteration 201Q: 3 clusters Score -2.108148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -21081480.000000 Penalty: 5914.975098
	Iteration 202Q: 3 clusters Score -2.108148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 148278 members 
Entering Unmasked Estep 
Score: -21081496.000000 Penalty: 5914.975098
	Iteration 203Q: 3 clusters Score -2.10815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 148264 members 
Entering Unmasked Estep 
Score: -21081488.000000 Penalty: 5914.975098
	Iteration 204Q: 3 clusters Score -2.108149e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -21081500.000000 Penalty: 5914.975098
	Iteration 205Q: 3 clusters Score -2.10815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 148243 members 
Entering Unmasked Estep 
Score: -21081504.000000 Penalty: 5914.975098
	Iteration 206Q: 3 clusters Score -2.10815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -21081520.000000 Penalty: 5914.975098
	Iteration 207Q: 3 clusters Score -2.108152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -21081500.000000 Penalty: 5914.975098
	Iteration 208Q: 3 clusters Score -2.10815e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 148208 members 
Entering Unmasked Estep 
Score: -21081518.000000 Penalty: 5914.975098
	Iteration 209Q: 3 clusters Score -2.108152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 148191 members 
Entering Unmasked Estep 
Score: -21081512.000000 Penalty: 5914.975098
	Iteration 210Q: 3 clusters Score -2.108151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -21081538.000000 Penalty: 5914.975098
	Iteration 211Q: 3 clusters Score -2.108154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 148164 members 
Entering Unmasked Estep 
Score: -21081560.000000 Penalty: 5914.975098
	Iteration 212Q: 3 clusters Score -2.108156e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 148152 members 
Entering Unmasked Estep 
Score: -21081556.000000 Penalty: 5914.975098
	Iteration 213Q: 3 clusters Score -2.108156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 148142 members 
Entering Unmasked Estep 
Score: -21081564.000000 Penalty: 5914.975098
	Iteration 214Q: 3 clusters Score -2.108156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 148130 members 
Entering Unmasked Estep 
Score: -21081568.000000 Penalty: 5914.975098
	Iteration 215Q: 3 clusters Score -2.108157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 148121 members 
Entering Unmasked Estep 
Score: -21081576.000000 Penalty: 5914.975098
	Iteration 216Q: 3 clusters Score -2.108158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -21081572.000000 Penalty: 5914.975098
	Iteration 217Q: 3 clusters Score -2.108157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 148098 members 
Entering Unmasked Estep 
Score: -21081596.000000 Penalty: 5914.975098
	Iteration 218Q: 3 clusters Score -2.10816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 148089 members 
Entering Unmasked Estep 
Score: -21081586.000000 Penalty: 5914.975098
	Iteration 219Q: 3 clusters Score -2.108159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 148082 members 
Entering Unmasked Estep 
Score: -21081578.000000 Penalty: 5914.975098
	Iteration 220F: 3 clusters Score -2.108158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 148076 members 
Entering Unmasked Estep 
Score: -21081590.000000 Penalty: 5914.975098
	Iteration 221Q: 3 clusters Score -2.108159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 148075 members 
Entering Unmasked Estep 
Score: -21081604.000000 Penalty: 5914.975098
	Iteration 222Q: 3 clusters Score -2.10816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -21081602.000000 Penalty: 5914.975098
	Iteration 223Q: 3 clusters Score -2.10816e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 148070 members 
Entering Unmasked Estep 
Score: -21081602.000000 Penalty: 5914.975098
	Iteration 224Q: 3 clusters Score -2.10816e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 148067 members 
Entering Unmasked Estep 
Score: -21081598.000000 Penalty: 5914.975098
	Iteration 225Q: 3 clusters Score -2.10816e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 148064 members 
Entering Unmasked Estep 
Score: -21081602.000000 Penalty: 5914.975098
	Iteration 226Q: 3 clusters Score -2.10816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 148058 members 
Entering Unmasked Estep 
Score: -21081602.000000 Penalty: 5914.975098
	Iteration 227Q: 3 clusters Score -2.10816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -21081606.000000 Penalty: 5914.975098
	Iteration 228Q: 3 clusters Score -2.108161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 148041 members 
Entering Unmasked Estep 
Score: -21081602.000000 Penalty: 5914.975098
	Iteration 229Q: 3 clusters Score -2.10816e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 148033 members 
Entering Unmasked Estep 
Score: -21081606.000000 Penalty: 5914.975098
	Iteration 230Q: 3 clusters Score -2.108161e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -21081618.000000 Penalty: 5914.975098
	Iteration 231Q: 3 clusters Score -2.108162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -21081620.000000 Penalty: 5914.975098
	Iteration 232Q: 3 clusters Score -2.108162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -21081624.000000 Penalty: 5914.975098
	Iteration 233Q: 3 clusters Score -2.108162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 148019 members 
Entering Unmasked Estep 
Score: -21081614.000000 Penalty: 5914.975098
	Iteration 234Q: 3 clusters Score -2.108161e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 148018 members 
Entering Unmasked Estep 
Score: -21081620.000000 Penalty: 5914.975098
	Iteration 235Q: 3 clusters Score -2.108162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 148016 members 
Entering Unmasked Estep 
Score: -21081624.000000 Penalty: 5914.975098
	Iteration 236Q: 3 clusters Score -2.108162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 148013 members 
Entering Unmasked Estep 
Score: -21081626.000000 Penalty: 5914.975098
	Iteration 237Q: 3 clusters Score -2.108163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -21081636.000000 Penalty: 5914.975098
	Iteration 238Q: 3 clusters Score -2.108164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 148007 members 
Entering Unmasked Estep 
Score: -21081634.000000 Penalty: 5914.975098
	Iteration 239Q: 3 clusters Score -2.108163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -21081642.000000 Penalty: 5914.975098
	Iteration 240F: 3 clusters Score -2.108164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -21081632.000000 Penalty: 5914.975098
	Iteration 241Q: 3 clusters Score -2.108163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -21081630.000000 Penalty: 5914.975098
	Iteration 242Q: 3 clusters Score -2.108163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -21081622.000000 Penalty: 5914.975098
	Iteration 243Q: 3 clusters Score -2.108162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 148005 members 
Entering Unmasked Estep 
Score: -21081634.000000 Penalty: 5914.975098
	Iteration 244Q: 3 clusters Score -2.108163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 148006 members 
Entering Unmasked Estep 
Score: -21081626.000000 Penalty: 5914.975098
	Iteration 245Q: 3 clusters Score -2.108163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -21081632.000000 Penalty: 5914.975098
	Iteration 246Q: 3 clusters Score -2.108163e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -21081624.000000 Penalty: 5914.975098
	Iteration 247Q: 3 clusters Score -2.108162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 148002 members 
Entering Unmasked Estep 
Score: -21081624.000000 Penalty: 5914.975098
	Iteration 248F: 3 clusters Score -2.108162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -279859.468750 Penalty: 1886.507324
	Iteration 0F: 2 clusters Score -279859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -277225.406250 Penalty: 3773.014648
	Iteration 0F: 3 clusters Score -277225.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -277629.031250 Penalty: 3773.014648
	Iteration 1F: 3 clusters Score -277629 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -277740.937500 Penalty: 3773.014648
	Iteration 2F: 3 clusters Score -277740.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -277807.437500 Penalty: 3773.014648
	Iteration 3Q: 3 clusters Score -277807.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -277851.937500 Penalty: 3773.014648
	Iteration 4Q: 3 clusters Score -277851.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -277890.406250 Penalty: 3773.014648
	Iteration 5Q: 3 clusters Score -277890.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -277921.843750 Penalty: 3773.014648
	Iteration 6Q: 3 clusters Score -277921.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277941.781250 Penalty: 3773.014648
	Iteration 7Q: 3 clusters Score -277941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -277952.312500 Penalty: 3773.014648
	Iteration 8Q: 3 clusters Score -277952.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -277956.312500 Penalty: 3773.014648
	Iteration 9Q: 3 clusters Score -277956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -277959.125000 Penalty: 3773.014648
	Iteration 10Q: 3 clusters Score -277959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -277962.812500 Penalty: 3773.014648
	Iteration 11Q: 3 clusters Score -277962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -277964.218750 Penalty: 3773.014648
	Iteration 12Q: 3 clusters Score -277964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -277965.312500 Penalty: 3773.014648
	Iteration 13Q: 3 clusters Score -277965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277965.312500 Penalty: 3773.014648
	Iteration 14Q: 3 clusters Score -277965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277965.312500 Penalty: 3773.014648
	Iteration 15F: 3 clusters Score -277965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Entering Unmasked Estep 
Score: -3819811.750000 Penalty: 2540.058594
	Iteration 0F: 2 clusters Score -3819812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -3800494.000000 Penalty: 5080.117188
	Iteration 0F: 3 clusters Score -3800494 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -3807126.250000 Penalty: 5080.117188
	Iteration 1F: 3 clusters Score -3807126 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3807500.000000 Penalty: 5080.117188
	Iteration 2Q: 3 clusters Score -3807500 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -3807948.500000 Penalty: 5080.117188
	Iteration 3Q: 3 clusters Score -3807948 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -3808541.750000 Penalty: 5080.117188
	Iteration 4Q: 3 clusters Score -3808542 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3809419.250000 Penalty: 5080.117188
	Iteration 5Q: 3 clusters Score -3809419 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3810403.750000 Penalty: 5080.117188
	Iteration 6F: 3 clusters Score -3810404 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3811330.250000 Penalty: 5080.117188
	Iteration 7F: 3 clusters Score -3811330 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3812094.750000 Penalty: 5080.117188
	Iteration 8F: 3 clusters Score -3812095 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3812770.250000 Penalty: 5080.117188
	Iteration 9F: 3 clusters Score -3812770 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3813362.500000 Penalty: 5080.117188
	Iteration 10Q: 3 clusters Score -3813362 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3813904.500000 Penalty: 5080.117188
	Iteration 11Q: 3 clusters Score -3813904 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3814443.250000 Penalty: 5080.117188
	Iteration 12Q: 3 clusters Score -3814443 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3814924.750000 Penalty: 5080.117188
	Iteration 13Q: 3 clusters Score -3814925 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3815360.000000 Penalty: 5080.117188
	Iteration 14Q: 3 clusters Score -3815360 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3815736.250000 Penalty: 5080.117188
	Iteration 15Q: 3 clusters Score -3815736 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -3816062.500000 Penalty: 5080.117188
	Iteration 16Q: 3 clusters Score -3816062 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -3816376.000000 Penalty: 5080.117188
	Iteration 17Q: 3 clusters Score -3816376 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -3816692.750000 Penalty: 5080.117188
	Iteration 18Q: 3 clusters Score -3816693 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3817032.750000 Penalty: 5080.117188
	Iteration 19Q: 3 clusters Score -3817033 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3817390.500000 Penalty: 5080.117188
	Iteration 20F: 3 clusters Score -3817390 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3817745.750000 Penalty: 5080.117188
	Iteration 21Q: 3 clusters Score -3817746 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3818099.250000 Penalty: 5080.117188
	Iteration 22Q: 3 clusters Score -3818099 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3818377.250000 Penalty: 5080.117188
	Iteration 23Q: 3 clusters Score -3818377 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3818635.500000 Penalty: 5080.117188
	Iteration 24Q: 3 clusters Score -3818636 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3818829.000000 Penalty: 5080.117188
	Iteration 25Q: 3 clusters Score -3818829 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3818960.000000 Penalty: 5080.117188
	Iteration 26Q: 3 clusters Score -3818960 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3819061.000000 Penalty: 5080.117188
	Iteration 27Q: 3 clusters Score -3819061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3819146.250000 Penalty: 5080.117188
	Iteration 28Q: 3 clusters Score -3819146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3819280.500000 Penalty: 5080.117188
	Iteration 29Q: 3 clusters Score -3819280 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3819397.250000 Penalty: 5080.117188
	Iteration 30Q: 3 clusters Score -3819397 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3819489.750000 Penalty: 5080.117188
	Iteration 31Q: 3 clusters Score -3819490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3819578.000000 Penalty: 5080.117188
	Iteration 32Q: 3 clusters Score -3819578 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3819657.000000 Penalty: 5080.117188
	Iteration 33Q: 3 clusters Score -3819657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3819696.000000 Penalty: 5080.117188
	Iteration 34Q: 3 clusters Score -3819696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3819720.750000 Penalty: 5080.117188
	Iteration 35Q: 3 clusters Score -3819721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3819746.000000 Penalty: 5080.117188
	Iteration 36Q: 3 clusters Score -3819746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3819759.250000 Penalty: 5080.117188
	Iteration 37Q: 3 clusters Score -3819759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3819767.500000 Penalty: 5080.117188
	Iteration 38Q: 3 clusters Score -3819768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3819771.500000 Penalty: 5080.117188
	Iteration 39Q: 3 clusters Score -3819772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3819788.000000 Penalty: 5080.117188
	Iteration 40F: 3 clusters Score -3819788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3819788.500000 Penalty: 5080.117188
	Iteration 41Q: 3 clusters Score -3819788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3819791.000000 Penalty: 5080.117188
	Iteration 42Q: 3 clusters Score -3819791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3819793.750000 Penalty: 5080.117188
	Iteration 43Q: 3 clusters Score -3819794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3819794.750000 Penalty: 5080.117188
	Iteration 44Q: 3 clusters Score -3819795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3819792.500000 Penalty: 5080.117188
	Iteration 45Q: 3 clusters Score -3819792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3819791.750000 Penalty: 5080.117188
	Iteration 46Q: 3 clusters Score -3819792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3819787.750000 Penalty: 5080.117188
	Iteration 47Q: 3 clusters Score -3819788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3819786.500000 Penalty: 5080.117188
	Iteration 48Q: 3 clusters Score -3819786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3819786.500000 Penalty: 5080.117188
	Iteration 49F: 3 clusters Score -3819786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 4 contains 18210 members 
Mstep: Class 5 contains 23431 members 
Mstep: Class 7 contains 30826 members 
Mstep: Class 8 contains 1350 members 
Mstep: Class 9 contains 21660 members 
Mstep: Class 10 contains 31557 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 16 contains 28816 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 23377 members 
Mstep: Class 19 contains 80046 members 
Mstep: Class 20 contains 151048 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 28062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925512.000000 Penalty: 59508.957031
Iteration 39Q: 19 clusters Score -8.492551e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 1754 members 
Mstep: Class 4 contains 17807 members 
Mstep: Class 5 contains 23498 members 
Mstep: Class 7 contains 30823 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21666 members 
Mstep: Class 10 contains 31629 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 16 contains 29029 members 
Mstep: Class 17 contains 1434 members 
Mstep: Class 18 contains 23481 members 
Mstep: Class 19 contains 80068 members 
Mstep: Class 20 contains 150936 members 
Mstep: Class 22 contains 2012 members 
Mstep: Class 23 contains 28031 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 19 clusters Score -8.492615e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 17438 members 
Mstep: Class 5 contains 23475 members 
Mstep: Class 7 contains 30814 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21670 members 
Mstep: Class 10 contains 31681 members 
Mstep: Class 11 contains 127 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 16 contains 29205 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 23566 members 
Mstep: Class 19 contains 80068 members 
Mstep: Class 20 contains 150866 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 28020 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -8.492693e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 17049 members 
Mstep: Class 5 contains 23496 members 
Mstep: Class 7 contains 30808 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21668 members 
Mstep: Class 10 contains 31750 members 
Mstep: Class 11 contains 131 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 16 contains 29379 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 23640 members 
Mstep: Class 19 contains 80064 members 
Mstep: Class 20 contains 150806 members 
Mstep: Class 22 contains 2006 members 
Mstep: Class 23 contains 28015 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -8.49273e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169470 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 16655 members 
Mstep: Class 5 contains 23541 members 
Mstep: Class 7 contains 30806 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21673 members 
Mstep: Class 10 contains 31807 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 16 contains 29538 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 23717 members 
Mstep: Class 19 contains 80091 members 
Mstep: Class 20 contains 150751 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 27995 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -8.492762e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 16264 members 
Mstep: Class 5 contains 23592 members 
Mstep: Class 7 contains 30784 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21682 members 
Mstep: Class 10 contains 31837 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 16 contains 29687 members 
Mstep: Class 17 contains 1427 members 
Mstep: Class 18 contains 23787 members 
Mstep: Class 19 contains 80181 members 
Mstep: Class 20 contains 150681 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 27993 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -8.492821e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 15845 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 7 contains 30764 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21670 members 
Mstep: Class 10 contains 31871 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 1925 members 
Mstep: Class 16 contains 29823 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 23871 members 
Mstep: Class 19 contains 80339 members 
Mstep: Class 20 contains 150629 members 
Mstep: Class 22 contains 2005 members 
Mstep: Class 23 contains 27986 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -8.492853e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169562 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 15401 members 
Mstep: Class 5 contains 23735 members 
Mstep: Class 7 contains 30746 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21671 members 
Mstep: Class 10 contains 31901 members 
Mstep: Class 11 contains 134 members 
Mstep: Class 12 contains 1942 members 
Mstep: Class 16 contains 29961 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 23948 members 
Mstep: Class 19 contains 80516 members 
Mstep: Class 20 contains 150538 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 27971 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -8.49289e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169606 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 14996 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 7 contains 30734 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21682 members 
Mstep: Class 10 contains 31947 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 16 contains 30114 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 24011 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 150377 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 27955 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -8.492938e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 14553 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 7 contains 30733 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21691 members 
Mstep: Class 10 contains 31994 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 16 contains 30247 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 24062 members 
Mstep: Class 19 contains 80945 members 
Mstep: Class 20 contains 150307 members 
Mstep: Class 22 contains 2001 members 
Mstep: Class 23 contains 27940 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -8.492998e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169594 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 14190 members 
Mstep: Class 5 contains 23888 members 
Mstep: Class 7 contains 30715 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21679 members 
Mstep: Class 10 contains 32032 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 30382 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 24115 members 
Mstep: Class 19 contains 81195 members 
Mstep: Class 20 contains 150213 members 
Mstep: Class 22 contains 2000 members 
Mstep: Class 23 contains 27926 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -8.493049e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169534 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 13834 members 
Mstep: Class 5 contains 23934 members 
Mstep: Class 7 contains 30707 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21676 members 
Mstep: Class 10 contains 32069 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 30515 members 
Mstep: Class 17 contains 1429 members 
Mstep: Class 18 contains 24172 members 
Mstep: Class 19 contains 81472 members 
Mstep: Class 20 contains 150084 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 27930 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -8.493106e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 13563 members 
Mstep: Class 5 contains 23974 members 
Mstep: Class 7 contains 30689 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21665 members 
Mstep: Class 10 contains 32122 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 30639 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24226 members 
Mstep: Class 19 contains 81705 members 
Mstep: Class 20 contains 149963 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 27939 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -8.493163e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169335 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 13341 members 
Mstep: Class 5 contains 24012 members 
Mstep: Class 7 contains 30660 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21659 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24287 members 
Mstep: Class 19 contains 81904 members 
Mstep: Class 20 contains 149842 members 
Mstep: Class 22 contains 1999 members 
Mstep: Class 23 contains 27945 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 19 clusters Score -8.493195e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 13100 members 
Mstep: Class 5 contains 24053 members 
Mstep: Class 7 contains 30642 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21648 members 
Mstep: Class 10 contains 32205 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 16 contains 30873 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 24340 members 
Mstep: Class 19 contains 82067 members 
Mstep: Class 20 contains 149744 members 
Mstep: Class 22 contains 1998 members 
Mstep: Class 23 contains 27953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932048.000000 Penalty: 59508.957031
Iteration 53Q: 19 clusters Score -8.493205e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169217 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 12902 members 
Mstep: Class 5 contains 24079 members 
Mstep: Class 7 contains 30643 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21628 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1968 members 
Mstep: Class 16 contains 30973 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24387 members 
Mstep: Class 19 contains 82206 members 
Mstep: Class 20 contains 149710 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 27966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932120.000000 Penalty: 59508.957031
Iteration 54Q: 19 clusters Score -8.493212e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 169060 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12726 members 
Mstep: Class 5 contains 24117 members 
Mstep: Class 7 contains 30633 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21622 members 
Mstep: Class 10 contains 32226 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 16 contains 31072 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 24430 members 
Mstep: Class 19 contains 82357 members 
Mstep: Class 20 contains 149697 members 
Mstep: Class 22 contains 1997 members 
Mstep: Class 23 contains 27987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84932384.000000 Penalty: 59508.957031
Iteration 55Q: 19 clusters Score -8.493238e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168953 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12582 members 
Mstep: Class 5 contains 24149 members 
Mstep: Class 7 contains 30615 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21624 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 31177 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 24478 members 
Mstep: Class 19 contains 82472 members 
Mstep: Class 20 contains 149627 members 
Mstep: Class 22 contains 1996 members 
Mstep: Class 23 contains 28013 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -8.493274e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12446 members 
Mstep: Class 5 contains 24171 members 
Mstep: Class 7 contains 30592 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21609 members 
Mstep: Class 10 contains 32246 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1972 members 
Mstep: Class 16 contains 31260 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24521 members 
Mstep: Class 19 contains 82592 members 
Mstep: Class 20 contains 149595 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28048 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -8.493295e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168683 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12333 members 
Mstep: Class 5 contains 24200 members 
Mstep: Class 7 contains 30569 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21596 members 
Mstep: Class 10 contains 32246 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 16 contains 31339 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24558 members 
Mstep: Class 19 contains 82681 members 
Mstep: Class 20 contains 149634 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28086 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -8.493321e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12240 members 
Mstep: Class 5 contains 24232 members 
Mstep: Class 7 contains 30552 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21580 members 
Mstep: Class 10 contains 32252 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1977 members 
Mstep: Class 16 contains 31393 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24594 members 
Mstep: Class 19 contains 82747 members 
Mstep: Class 20 contains 149665 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28138 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -8.493347e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168423 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 24249 members 
Mstep: Class 7 contains 30533 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21557 members 
Mstep: Class 10 contains 32251 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31445 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24639 members 
Mstep: Class 19 contains 82792 members 
Mstep: Class 20 contains 149686 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 28179 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -8.493378e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12098 members 
Mstep: Class 5 contains 24246 members 
Mstep: Class 7 contains 30509 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 32266 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 31484 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24684 members 
Mstep: Class 19 contains 82833 members 
Mstep: Class 20 contains 149711 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 28226 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -8.493401e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168251 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 12051 members 
Mstep: Class 5 contains 24249 members 
Mstep: Class 7 contains 30491 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21543 members 
Mstep: Class 10 contains 32271 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 16 contains 31537 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24703 members 
Mstep: Class 19 contains 82836 members 
Mstep: Class 20 contains 149721 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 28267 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -8.493426e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 24258 members 
Mstep: Class 7 contains 30468 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21536 members 
Mstep: Class 10 contains 32273 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 31594 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24711 members 
Mstep: Class 19 contains 82852 members 
Mstep: Class 20 contains 149724 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 28300 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -8.49344e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 168122 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11956 members 
Mstep: Class 5 contains 24270 members 
Mstep: Class 7 contains 30449 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21540 members 
Mstep: Class 10 contains 32268 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31661 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24725 members 
Mstep: Class 19 contains 82867 members 
Mstep: Class 20 contains 149719 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934552.000000 Penalty: 59508.957031
Iteration 64Q: 19 clusters Score -8.493455e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11913 members 
Mstep: Class 5 contains 24292 members 
Mstep: Class 7 contains 30420 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21526 members 
Mstep: Class 10 contains 32266 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31723 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24745 members 
Mstep: Class 19 contains 82866 members 
Mstep: Class 20 contains 149775 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934680.000000 Penalty: 59508.957031
Iteration 65Q: 19 clusters Score -8.493468e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 5 contains 24308 members 
Mstep: Class 7 contains 30400 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21514 members 
Mstep: Class 10 contains 32268 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31768 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 24751 members 
Mstep: Class 19 contains 82858 members 
Mstep: Class 20 contains 149846 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934760.000000 Penalty: 59508.957031
Iteration 66Q: 19 clusters Score -8.493476e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167825 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11830 members 
Mstep: Class 5 contains 24312 members 
Mstep: Class 7 contains 30372 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21521 members 
Mstep: Class 10 contains 32272 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 16 contains 31805 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 24762 members 
Mstep: Class 19 contains 82865 members 
Mstep: Class 20 contains 149875 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934896.000000 Penalty: 59508.957031
Iteration 67Q: 19 clusters Score -8.49349e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167762 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 24330 members 
Mstep: Class 7 contains 30326 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21522 members 
Mstep: Class 10 contains 32277 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 16 contains 31842 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 24789 members 
Mstep: Class 19 contains 82860 members 
Mstep: Class 20 contains 149885 members 
Mstep: Class 22 contains 1991 members 
Mstep: Class 23 contains 28531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84934984.000000 Penalty: 59508.957031
Iteration 68Q: 19 clusters Score -8.493498e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167686 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 24345 members 
Mstep: Class 7 contains 30284 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21517 members 
Mstep: Class 10 contains 32285 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 16 contains 31880 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24796 members 
Mstep: Class 19 contains 82854 members 
Mstep: Class 20 contains 149902 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935008.000000 Penalty: 59508.957031
Iteration 69Q: 19 clusters Score -8.493501e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167670 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 24360 members 
Mstep: Class 7 contains 30245 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21503 members 
Mstep: Class 10 contains 32278 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31910 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24806 members 
Mstep: Class 19 contains 82861 members 
Mstep: Class 20 contains 149899 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935096.000000 Penalty: 59508.957031
Iteration 70Q: 19 clusters Score -8.49351e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167681 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 11717 members 
Mstep: Class 5 contains 24364 members 
Mstep: Class 7 contains 30208 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21488 members 
Mstep: Class 10 contains 32279 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 16 contains 31944 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24807 members 
Mstep: Class 19 contains 82849 members 
Mstep: Class 20 contains 149887 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935304.000000 Penalty: 59508.957031
Iteration 71Q: 19 clusters Score -8.49353e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167676 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 11697 members 
Mstep: Class 5 contains 24368 members 
Mstep: Class 7 contains 30171 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21472 members 
Mstep: Class 10 contains 32274 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 16 contains 31984 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24804 members 
Mstep: Class 19 contains 82856 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935136.000000 Penalty: 59508.957031
Iteration 72Q: 19 clusters Score -8.493514e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167680 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 24378 members 
Mstep: Class 7 contains 30135 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 32263 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 16 contains 32014 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24801 members 
Mstep: Class 19 contains 82850 members 
Mstep: Class 20 contains 149867 members 
Mstep: Class 22 contains 1992 members 
Mstep: Class 23 contains 28797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935432.000000 Penalty: 59508.957031
Iteration 73Q: 19 clusters Score -8.493543e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11651 members 
Mstep: Class 5 contains 24383 members 
Mstep: Class 7 contains 30118 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21465 members 
Mstep: Class 10 contains 32266 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24796 members 
Mstep: Class 19 contains 82820 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935360.000000 Penalty: 59508.957031
Iteration 74Q: 19 clusters Score -8.493536e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167594 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11639 members 
Mstep: Class 5 contains 24382 members 
Mstep: Class 7 contains 30110 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21462 members 
Mstep: Class 10 contains 32266 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 16 contains 32064 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24797 members 
Mstep: Class 19 contains 82820 members 
Mstep: Class 20 contains 149894 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 28889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935624.000000 Penalty: 59508.957031
Iteration 75Q: 19 clusters Score -8.493562e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 24387 members 
Mstep: Class 7 contains 30101 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21457 members 
Mstep: Class 10 contains 32267 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 16 contains 32086 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 24792 members 
Mstep: Class 19 contains 82810 members 
Mstep: Class 20 contains 149936 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 28942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935672.000000 Penalty: 59508.957031
Iteration 76Q: 19 clusters Score -8.493567e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11597 members 
Mstep: Class 5 contains 24395 members 
Mstep: Class 7 contains 30096 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21454 members 
Mstep: Class 10 contains 32269 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 16 contains 32105 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 82795 members 
Mstep: Class 20 contains 149941 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 28998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935864.000000 Penalty: 59508.957031
Iteration 77Q: 19 clusters Score -8.493586e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11576 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 7 contains 30084 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21445 members 
Mstep: Class 10 contains 32271 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 82782 members 
Mstep: Class 20 contains 149967 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 29049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84935856.000000 Penalty: 59508.957031
Iteration 78Q: 19 clusters Score -8.493586e+07 nChanged 588
Entering ConstructFrom: 
Score: -84935856.000000 Penalty: 59508.957031
Entering ConstructFrom: 
Trying to split cluster 1 (167391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Entering Unmasked Estep 
Score: -23322104.000000 Penalty: 2982.965820
	Iteration 0F: 2 clusters Score -2.33221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -23212848.000000 Penalty: 5965.931641
	Iteration 0F: 3 clusters Score -2.321285e+07 nChanged 80251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86763 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -23259116.000000 Penalty: 5965.931641
	Iteration 1F: 3 clusters Score -2.325912e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 79013 members 
Entering Unmasked Estep 
Score: -23259936.000000 Penalty: 5965.931641
	Iteration 2Q: 3 clusters Score -2.325994e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -23261004.000000 Penalty: 5965.931641
	Iteration 3Q: 3 clusters Score -2.3261e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 72842 members 
Entering Unmasked Estep 
Score: -23263204.000000 Penalty: 5965.931641
	Iteration 4Q: 3 clusters Score -2.32632e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99823 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -23266672.000000 Penalty: 5965.931641
	Iteration 5Q: 3 clusters Score -2.326667e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 60440 members 
Entering Unmasked Estep 
Score: -23272234.000000 Penalty: 5965.931641
	Iteration 6F: 3 clusters Score -2.327223e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115853 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -23279940.000000 Penalty: 5965.931641
	Iteration 7F: 3 clusters Score -2.327994e+07 nChanged 10775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125714 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -23289096.000000 Penalty: 5965.931641
	Iteration 8F: 3 clusters Score -2.32891e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135164 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -23297920.000000 Penalty: 5965.931641
	Iteration 9F: 3 clusters Score -2.329792e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143051 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -23304976.000000 Penalty: 5965.931641
	Iteration 10F: 3 clusters Score -2.330498e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -23310172.000000 Penalty: 5965.931641
	Iteration 11Q: 3 clusters Score -2.331017e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153713 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -23313286.000000 Penalty: 5965.931641
	Iteration 12Q: 3 clusters Score -2.331329e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157157 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -23315442.000000 Penalty: 5965.931641
	Iteration 13Q: 3 clusters Score -2.331544e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159706 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -23316600.000000 Penalty: 5965.931641
	Iteration 14Q: 3 clusters Score -2.33166e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161514 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -23317464.000000 Penalty: 5965.931641
	Iteration 15Q: 3 clusters Score -2.331746e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162826 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -23318010.000000 Penalty: 5965.931641
	Iteration 16Q: 3 clusters Score -2.331801e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -23318464.000000 Penalty: 5965.931641
	Iteration 17Q: 3 clusters Score -2.331846e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164449 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -23318744.000000 Penalty: 5965.931641
	Iteration 18Q: 3 clusters Score -2.331874e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164945 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -23318862.000000 Penalty: 5965.931641
	Iteration 19Q: 3 clusters Score -2.331886e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165302 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23319064.000000 Penalty: 5965.931641
	Iteration 20F: 3 clusters Score -2.331906e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165600 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -23319218.000000 Penalty: 5965.931641
	Iteration 21Q: 3 clusters Score -2.331922e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23319348.000000 Penalty: 5965.931641
	Iteration 22Q: 3 clusters Score -2.331935e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23319390.000000 Penalty: 5965.931641
	Iteration 23Q: 3 clusters Score -2.331939e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166085 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -23319460.000000 Penalty: 5965.931641
	Iteration 24Q: 3 clusters Score -2.331946e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166166 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -23319500.000000 Penalty: 5965.931641
	Iteration 25Q: 3 clusters Score -2.33195e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166229 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -23319522.000000 Penalty: 5965.931641
	Iteration 26Q: 3 clusters Score -2.331952e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23319556.000000 Penalty: 5965.931641
	Iteration 27Q: 3 clusters Score -2.331956e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166329 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -23319528.000000 Penalty: 5965.931641
	Iteration 28Q: 3 clusters Score -2.331953e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166363 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23319568.000000 Penalty: 5965.931641
	Iteration 29Q: 3 clusters Score -2.331957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166389 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -23319580.000000 Penalty: 5965.931641
	Iteration 30Q: 3 clusters Score -2.331958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166409 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -23319582.000000 Penalty: 5965.931641
	Iteration 31Q: 3 clusters Score -2.331958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -23319576.000000 Penalty: 5965.931641
	Iteration 32Q: 3 clusters Score -2.331958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166443 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -23319558.000000 Penalty: 5965.931641
	Iteration 33Q: 3 clusters Score -2.331956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -23319564.000000 Penalty: 5965.931641
	Iteration 34Q: 3 clusters Score -2.331956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166479 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -23319572.000000 Penalty: 5965.931641
	Iteration 35Q: 3 clusters Score -2.331957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166494 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -23319600.000000 Penalty: 5965.931641
	Iteration 36Q: 3 clusters Score -2.33196e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166502 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -23319602.000000 Penalty: 5965.931641
	Iteration 37Q: 3 clusters Score -2.33196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166509 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -23319616.000000 Penalty: 5965.931641
	Iteration 38Q: 3 clusters Score -2.331962e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166522 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23319606.000000 Penalty: 5965.931641
	Iteration 39Q: 3 clusters Score -2.331961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166530 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23319622.000000 Penalty: 5965.931641
	Iteration 40F: 3 clusters Score -2.331962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166544 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -23319636.000000 Penalty: 5965.931641
	Iteration 41Q: 3 clusters Score -2.331964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166545 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23319656.000000 Penalty: 5965.931641
	Iteration 42Q: 3 clusters Score -2.331966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166551 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23319656.000000 Penalty: 5965.931641
	Iteration 43Q: 3 clusters Score -2.331966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166557 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -23319664.000000 Penalty: 5965.931641
	Iteration 44Q: 3 clusters Score -2.331966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -23319662.000000 Penalty: 5965.931641
	Iteration 45Q: 3 clusters Score -2.331966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166564 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -23319660.000000 Penalty: 5965.931641
	Iteration 46Q: 3 clusters Score -2.331966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166564 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -23319660.000000 Penalty: 5965.931641
	Iteration 47F: 3 clusters Score -2.331966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -156890.984375 Penalty: 1781.599976
	Iteration 0F: 2 clusters Score -156891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154844.171875 Penalty: 3563.199951
	Iteration 0F: 3 clusters Score -154844.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -155456.953125 Penalty: 3563.199951
	Iteration 1F: 3 clusters Score -155457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155788.203125 Penalty: 3563.199951
	Iteration 2F: 3 clusters Score -155788.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -156072.437500 Penalty: 3563.199951
	Iteration 3F: 3 clusters Score -156072.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -156260.109375 Penalty: 3563.199951
	Iteration 4F: 3 clusters Score -156260.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -156469.453125 Penalty: 3563.199951
	Iteration 5Q: 3 clusters Score -156469.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -156758.734375 Penalty: 3563.199951
	Iteration 6F: 3 clusters Score -156758.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -157421.156250 Penalty: 3563.199951
	Iteration 7F: 3 clusters Score -157421.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157958.343750 Penalty: 3563.199951
	Iteration 8Q: 3 clusters Score -157958.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -158191.687500 Penalty: 3563.199951
	Iteration 9Q: 3 clusters Score -158191.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158309.046875 Penalty: 3563.199951
	Iteration 10Q: 3 clusters Score -158309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -158404.765625 Penalty: 3563.199951
	Iteration 11Q: 3 clusters Score -158404.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158452.000000 Penalty: 3563.199951
	Iteration 12Q: 3 clusters Score -158452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158470.390625 Penalty: 3563.199951
	Iteration 13Q: 3 clusters Score -158470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158473.593750 Penalty: 3563.199951
	Iteration 14Q: 3 clusters Score -158473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158474.281250 Penalty: 3563.199951
	Iteration 15Q: 3 clusters Score -158474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -158474.281250 Penalty: 3563.199951
	Iteration 16F: 3 clusters Score -158474.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 1349 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 16 contains 32152 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 82761 members 
Mstep: Class 20 contains 149962 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 29105 members 
Entering Unmasked Estep 
Score: -84935896.000000 Penalty: 62815.007812
Splitting cluster 2 changes total score from -84935856.000000 to -84935896.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (1772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Entering Unmasked Estep 
Score: -245706.984375 Penalty: 1855.006348
	Iteration 0F: 2 clusters Score -245707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -243212.890625 Penalty: 3710.012695
	Iteration 0F: 3 clusters Score -243212.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243611.359375 Penalty: 3710.012695
	Iteration 1F: 3 clusters Score -243611.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -243716.468750 Penalty: 3710.012695
	Iteration 2F: 3 clusters Score -243716.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -243781.281250 Penalty: 3710.012695
	Iteration 3Q: 3 clusters Score -243781.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -243817.718750 Penalty: 3710.012695
	Iteration 4Q: 3 clusters Score -243817.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243839.265625 Penalty: 3710.012695
	Iteration 5Q: 3 clusters Score -243839.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243859.375000 Penalty: 3710.012695
	Iteration 6Q: 3 clusters Score -243859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243867.484375 Penalty: 3710.012695
	Iteration 7Q: 3 clusters Score -243867.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243874.625000 Penalty: 3710.012695
	Iteration 8Q: 3 clusters Score -243874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243879.828125 Penalty: 3710.012695
	Iteration 9Q: 3 clusters Score -243879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243881.031250 Penalty: 3710.012695
	Iteration 10Q: 3 clusters Score -243881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243882.765625 Penalty: 3710.012695
	Iteration 11Q: 3 clusters Score -243882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243883.750000 Penalty: 3710.012695
	Iteration 12Q: 3 clusters Score -243883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243884.406250 Penalty: 3710.012695
	Iteration 13Q: 3 clusters Score -243884.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243885.046875 Penalty: 3710.012695
	Iteration 14Q: 3 clusters Score -243885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -243885.046875 Penalty: 3710.012695
	Iteration 15F: 3 clusters Score -243885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1641900.875000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1641901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1633200.375000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1633200 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1635871.000000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1635871 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1636181.750000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1636182 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1636416.750000 Penalty: 4639.716309
	Iteration 3Q: 3 clusters Score -1636417 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1636600.750000 Penalty: 4639.716309
	Iteration 4Q: 3 clusters Score -1636601 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1636766.125000 Penalty: 4639.716309
	Iteration 5Q: 3 clusters Score -1636766 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1636934.125000 Penalty: 4639.716309
	Iteration 6Q: 3 clusters Score -1636934 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1637160.375000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1637160 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1637435.000000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1637435 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1637751.000000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1637751 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1638105.875000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1638106 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1638478.625000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1638479 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1638825.750000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1638826 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1639096.500000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1639096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1639281.250000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1639281 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1639446.125000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1639446 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1639576.625000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1639577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1639670.750000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1639671 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1639727.750000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1639728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1639759.125000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1639759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1639789.000000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1639789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1639815.750000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1639816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1639830.125000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1639830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1639838.625000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1639839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1639850.250000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1639850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1639856.500000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1639856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1639873.000000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1639873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1639890.625000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1639891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1639899.875000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1639900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1639903.500000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1639904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1639913.500000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1639914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1639923.500000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1639924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1639933.125000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1639933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1639943.000000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1639943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1639954.500000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1639954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1639959.125000 Penalty: 4639.716309
	Iteration 35Q: 3 clusters Score -1639959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1639967.000000 Penalty: 4639.716309
	Iteration 36Q: 3 clusters Score -1639967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1639972.625000 Penalty: 4639.716309
	Iteration 37Q: 3 clusters Score -1639973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1639979.500000 Penalty: 4639.716309
	Iteration 38Q: 3 clusters Score -1639980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1639985.750000 Penalty: 4639.716309
	Iteration 39Q: 3 clusters Score -1639986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1639987.125000 Penalty: 4639.716309
	Iteration 40F: 3 clusters Score -1639987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1639989.375000 Penalty: 4639.716309
	Iteration 41Q: 3 clusters Score -1639989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1639989.250000 Penalty: 4639.716309
	Iteration 42Q: 3 clusters Score -1639989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1639988.250000 Penalty: 4639.716309
	Iteration 43Q: 3 clusters Score -1639988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1639988.500000 Penalty: 4639.716309
	Iteration 44Q: 3 clusters Score -1639988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1639988.500000 Penalty: 4639.716309
	Iteration 45F: 3 clusters Score -1639988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Entering Unmasked Estep 
Score: -3465359.750000 Penalty: 2505.471191
	Iteration 0F: 2 clusters Score -3465360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3448436.250000 Penalty: 5010.942383
	Iteration 0F: 3 clusters Score -3448436 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3454460.000000 Penalty: 5010.942383
	Iteration 1F: 3 clusters Score -3454460 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3454978.500000 Penalty: 5010.942383
	Iteration 2F: 3 clusters Score -3454978 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3455493.750000 Penalty: 5010.942383
	Iteration 3Q: 3 clusters Score -3455494 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3456020.000000 Penalty: 5010.942383
	Iteration 4Q: 3 clusters Score -3456020 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -3456571.750000 Penalty: 5010.942383
	Iteration 5Q: 3 clusters Score -3456572 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3457210.750000 Penalty: 5010.942383
	Iteration 6Q: 3 clusters Score -3457211 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3457935.250000 Penalty: 5010.942383
	Iteration 7Q: 3 clusters Score -3457935 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3458734.750000 Penalty: 5010.942383
	Iteration 8Q: 3 clusters Score -3458735 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3459443.750000 Penalty: 5010.942383
	Iteration 9Q: 3 clusters Score -3459444 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -3460077.750000 Penalty: 5010.942383
	Iteration 10Q: 3 clusters Score -3460078 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3460673.000000 Penalty: 5010.942383
	Iteration 11Q: 3 clusters Score -3460673 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3461138.000000 Penalty: 5010.942383
	Iteration 12Q: 3 clusters Score -3461138 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3461512.750000 Penalty: 5010.942383
	Iteration 13Q: 3 clusters Score -3461513 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3461809.250000 Penalty: 5010.942383
	Iteration 14Q: 3 clusters Score -3461809 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3462063.500000 Penalty: 5010.942383
	Iteration 15Q: 3 clusters Score -3462064 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3462262.000000 Penalty: 5010.942383
	Iteration 16Q: 3 clusters Score -3462262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3462419.750000 Penalty: 5010.942383
	Iteration 17Q: 3 clusters Score -3462420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -3462580.500000 Penalty: 5010.942383
	Iteration 18Q: 3 clusters Score -3462580 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3462709.250000 Penalty: 5010.942383
	Iteration 19Q: 3 clusters Score -3462709 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3462821.250000 Penalty: 5010.942383
	Iteration 20F: 3 clusters Score -3462821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3462886.250000 Penalty: 5010.942383
	Iteration 21Q: 3 clusters Score -3462886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3462927.750000 Penalty: 5010.942383
	Iteration 22Q: 3 clusters Score -3462928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3462978.500000 Penalty: 5010.942383
	Iteration 23Q: 3 clusters Score -3462978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3463016.750000 Penalty: 5010.942383
	Iteration 24Q: 3 clusters Score -3463017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3463048.750000 Penalty: 5010.942383
	Iteration 25Q: 3 clusters Score -3463049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3463072.000000 Penalty: 5010.942383
	Iteration 26Q: 3 clusters Score -3463072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3463092.500000 Penalty: 5010.942383
	Iteration 27Q: 3 clusters Score -3463092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -3463124.250000 Penalty: 5010.942383
	Iteration 28Q: 3 clusters Score -3463124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3463131.500000 Penalty: 5010.942383
	Iteration 29Q: 3 clusters Score -3463132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3463135.500000 Penalty: 5010.942383
	Iteration 30Q: 3 clusters Score -3463136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3463146.750000 Penalty: 5010.942383
	Iteration 31Q: 3 clusters Score -3463147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3463157.750000 Penalty: 5010.942383
	Iteration 32Q: 3 clusters Score -3463158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3463161.500000 Penalty: 5010.942383
	Iteration 33Q: 3 clusters Score -3463162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3463164.250000 Penalty: 5010.942383
	Iteration 34Q: 3 clusters Score -3463164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3463166.750000 Penalty: 5010.942383
	Iteration 35Q: 3 clusters Score -3463167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3463174.750000 Penalty: 5010.942383
	Iteration 36Q: 3 clusters Score -3463175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3463173.750000 Penalty: 5010.942383
	Iteration 37Q: 3 clusters Score -3463174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3463176.750000 Penalty: 5010.942383
	Iteration 38Q: 3 clusters Score -3463177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -3463178.000000 Penalty: 5010.942383
	Iteration 39Q: 3 clusters Score -3463178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3463181.500000 Penalty: 5010.942383
	Iteration 40F: 3 clusters Score -3463182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -3463191.500000 Penalty: 5010.942383
	Iteration 41Q: 3 clusters Score -3463192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -3463197.250000 Penalty: 5010.942383
	Iteration 42Q: 3 clusters Score -3463197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3463202.250000 Penalty: 5010.942383
	Iteration 43Q: 3 clusters Score -3463202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3463203.500000 Penalty: 5010.942383
	Iteration 44Q: 3 clusters Score -3463204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3463207.500000 Penalty: 5010.942383
	Iteration 45Q: 3 clusters Score -3463208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -3463207.750000 Penalty: 5010.942383
	Iteration 46Q: 3 clusters Score -3463208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3463207.250000 Penalty: 5010.942383
	Iteration 47Q: 3 clusters Score -3463207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -3463211.000000 Penalty: 5010.942383
	Iteration 48Q: 3 clusters Score -3463211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3463213.000000 Penalty: 5010.942383
	Iteration 49Q: 3 clusters Score -3463213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3463213.250000 Penalty: 5010.942383
	Iteration 50Q: 3 clusters Score -3463213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -3463219.000000 Penalty: 5010.942383
	Iteration 51Q: 3 clusters Score -3463219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3463220.500000 Penalty: 5010.942383
	Iteration 52Q: 3 clusters Score -3463220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3463220.500000 Penalty: 5010.942383
	Iteration 53F: 3 clusters Score -3463220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Entering Unmasked Estep 
Score: -4264031.500000 Penalty: 2557.223145
	Iteration 0F: 2 clusters Score -4264032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4243445.500000 Penalty: 5114.446289
	Iteration 0F: 3 clusters Score -4243446 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -4250856.000000 Penalty: 5114.446289
	Iteration 1F: 3 clusters Score -4250856 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4251341.500000 Penalty: 5114.446289
	Iteration 2Q: 3 clusters Score -4251342 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4251771.000000 Penalty: 5114.446289
	Iteration 3Q: 3 clusters Score -4251771 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4252113.500000 Penalty: 5114.446289
	Iteration 4Q: 3 clusters Score -4252114 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4252444.000000 Penalty: 5114.446289
	Iteration 5Q: 3 clusters Score -4252444 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4252814.500000 Penalty: 5114.446289
	Iteration 6Q: 3 clusters Score -4252814 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4253257.500000 Penalty: 5114.446289
	Iteration 7Q: 3 clusters Score -4253258 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4253852.000000 Penalty: 5114.446289
	Iteration 8Q: 3 clusters Score -4253852 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4254557.500000 Penalty: 5114.446289
	Iteration 9Q: 3 clusters Score -4254558 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -4255404.500000 Penalty: 5114.446289
	Iteration 10Q: 3 clusters Score -4255404 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4256399.500000 Penalty: 5114.446289
	Iteration 11F: 3 clusters Score -4256400 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -4257403.500000 Penalty: 5114.446289
	Iteration 12F: 3 clusters Score -4257404 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4258310.500000 Penalty: 5114.446289
	Iteration 13Q: 3 clusters Score -4258310 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -4259056.500000 Penalty: 5114.446289
	Iteration 14Q: 3 clusters Score -4259056 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -4259538.500000 Penalty: 5114.446289
	Iteration 15Q: 3 clusters Score -4259538 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4259886.500000 Penalty: 5114.446289
	Iteration 16Q: 3 clusters Score -4259886 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -4260180.500000 Penalty: 5114.446289
	Iteration 17Q: 3 clusters Score -4260180 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -4260449.000000 Penalty: 5114.446289
	Iteration 18Q: 3 clusters Score -4260449 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4260680.500000 Penalty: 5114.446289
	Iteration 19Q: 3 clusters Score -4260680 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -4260895.000000 Penalty: 5114.446289
	Iteration 20F: 3 clusters Score -4260895 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4261020.000000 Penalty: 5114.446289
	Iteration 21Q: 3 clusters Score -4261020 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4261125.500000 Penalty: 5114.446289
	Iteration 22Q: 3 clusters Score -4261126 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4261231.500000 Penalty: 5114.446289
	Iteration 23Q: 3 clusters Score -4261232 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4261305.000000 Penalty: 5114.446289
	Iteration 24Q: 3 clusters Score -4261305 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4261398.500000 Penalty: 5114.446289
	Iteration 25Q: 3 clusters Score -4261398 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4261467.500000 Penalty: 5114.446289
	Iteration 26Q: 3 clusters Score -4261468 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4261537.000000 Penalty: 5114.446289
	Iteration 27Q: 3 clusters Score -4261537 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4261595.500000 Penalty: 5114.446289
	Iteration 28Q: 3 clusters Score -4261596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4261629.000000 Penalty: 5114.446289
	Iteration 29Q: 3 clusters Score -4261629 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4261675.500000 Penalty: 5114.446289
	Iteration 30Q: 3 clusters Score -4261676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4261707.500000 Penalty: 5114.446289
	Iteration 31Q: 3 clusters Score -4261708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4261746.000000 Penalty: 5114.446289
	Iteration 32Q: 3 clusters Score -4261746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4261787.500000 Penalty: 5114.446289
	Iteration 33Q: 3 clusters Score -4261788 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4261801.000000 Penalty: 5114.446289
	Iteration 34Q: 3 clusters Score -4261801 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4261828.000000 Penalty: 5114.446289
	Iteration 35Q: 3 clusters Score -4261828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4261825.500000 Penalty: 5114.446289
	Iteration 36Q: 3 clusters Score -4261826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4261831.500000 Penalty: 5114.446289
	Iteration 37Q: 3 clusters Score -4261832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4261849.000000 Penalty: 5114.446289
	Iteration 38Q: 3 clusters Score -4261849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4261866.000000 Penalty: 5114.446289
	Iteration 39Q: 3 clusters Score -4261866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4261878.500000 Penalty: 5114.446289
	Iteration 40F: 3 clusters Score -4261878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4261881.500000 Penalty: 5114.446289
	Iteration 41Q: 3 clusters Score -4261882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4261882.500000 Penalty: 5114.446289
	Iteration 42Q: 3 clusters Score -4261882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4261891.500000 Penalty: 5114.446289
	Iteration 43Q: 3 clusters Score -4261892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4261893.500000 Penalty: 5114.446289
	Iteration 44Q: 3 clusters Score -4261894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4261902.000000 Penalty: 5114.446289
	Iteration 45Q: 3 clusters Score -4261902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4261909.500000 Penalty: 5114.446289
	Iteration 46Q: 3 clusters Score -4261910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4261923.000000 Penalty: 5114.446289
	Iteration 47Q: 3 clusters Score -4261923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4261931.000000 Penalty: 5114.446289
	Iteration 48Q: 3 clusters Score -4261931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4261933.000000 Penalty: 5114.446289
	Iteration 49Q: 3 clusters Score -4261933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4261932.000000 Penalty: 5114.446289
	Iteration 50Q: 3 clusters Score -4261932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4261937.500000 Penalty: 5114.446289
	Iteration 51Q: 3 clusters Score -4261938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4261940.500000 Penalty: 5114.446289
	Iteration 52Q: 3 clusters Score -4261940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4261939.000000 Penalty: 5114.446289
	Iteration 53Q: 3 clusters Score -4261939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4261941.500000 Penalty: 5114.446289
	Iteration 54Q: 3 clusters Score -4261942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4261941.000000 Penalty: 5114.446289
	Iteration 55Q: 3 clusters Score -4261941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4261944.000000 Penalty: 5114.446289
	Iteration 56Q: 3 clusters Score -4261944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4261946.500000 Penalty: 5114.446289
	Iteration 57Q: 3 clusters Score -4261946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4261944.500000 Penalty: 5114.446289
	Iteration 58Q: 3 clusters Score -4261944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4261943.500000 Penalty: 5114.446289
	Iteration 59Q: 3 clusters Score -4261944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4261948.500000 Penalty: 5114.446289
	Iteration 60F: 3 clusters Score -4261948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4261943.500000 Penalty: 5114.446289
	Iteration 61Q: 3 clusters Score -4261944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4261944.000000 Penalty: 5114.446289
	Iteration 62Q: 3 clusters Score -4261944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4261949.000000 Penalty: 5114.446289
	Iteration 63Q: 3 clusters Score -4261949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4261951.500000 Penalty: 5114.446289
	Iteration 64Q: 3 clusters Score -4261952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4261949.000000 Penalty: 5114.446289
	Iteration 65Q: 3 clusters Score -4261949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4261950.000000 Penalty: 5114.446289
	Iteration 66Q: 3 clusters Score -4261950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4261952.000000 Penalty: 5114.446289
	Iteration 67Q: 3 clusters Score -4261952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4261953.500000 Penalty: 5114.446289
	Iteration 68Q: 3 clusters Score -4261954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4261952.000000 Penalty: 5114.446289
	Iteration 69Q: 3 clusters Score -4261952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4261955.000000 Penalty: 5114.446289
	Iteration 70Q: 3 clusters Score -4261955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4261961.500000 Penalty: 5114.446289
	Iteration 71Q: 3 clusters Score -4261962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4261958.500000 Penalty: 5114.446289
	Iteration 72Q: 3 clusters Score -4261958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4261961.500000 Penalty: 5114.446289
	Iteration 73Q: 3 clusters Score -4261962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4261962.500000 Penalty: 5114.446289
	Iteration 74Q: 3 clusters Score -4261962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4261963.500000 Penalty: 5114.446289
	Iteration 75Q: 3 clusters Score -4261964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4261956.500000 Penalty: 5114.446289
	Iteration 76Q: 3 clusters Score -4261956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4261961.000000 Penalty: 5114.446289
	Iteration 77Q: 3 clusters Score -4261961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4261960.500000 Penalty: 5114.446289
	Iteration 78Q: 3 clusters Score -4261960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4261962.500000 Penalty: 5114.446289
	Iteration 79Q: 3 clusters Score -4261962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4261962.500000 Penalty: 5114.446289
	Iteration 80F: 3 clusters Score -4261962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -162323.078125 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -162323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -160255.875000 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -160255.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -160981.421875 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -160981.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -161390.562500 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -161390.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -161744.250000 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -161744.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162159.921875 Penalty: 3574.730957
	Iteration 4F: 3 clusters Score -162159.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162460.156250 Penalty: 3574.730957
	Iteration 5F: 3 clusters Score -162460.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162759.765625 Penalty: 3574.730957
	Iteration 6F: 3 clusters Score -162759.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -163040.156250 Penalty: 3574.730957
	Iteration 7F: 3 clusters Score -163040.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -163355.734375 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -163355.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163685.343750 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -163685.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163994.875000 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -163994.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -164072.984375 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -164073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -164091.046875 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -164091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -164108.000000 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -164108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164122.218750 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -164122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -164140.781250 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -164140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -164175.328125 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -164175.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164294.375000 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -164294.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -164877.593750 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -164877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -165019.859375 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -165019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -165019.859375 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -165019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 16 contains 32152 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 82761 members 
Mstep: Class 20 contains 149962 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 29105 members 
Entering Unmasked Estep 
Score: -84937088.000000 Penalty: 66121.062500
Splitting cluster 8 changes total score from -84935856.000000 to -84937088.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 9 (21441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Entering Unmasked Estep 
Score: -3038094.750000 Penalty: 2473.319092
	Iteration 0F: 2 clusters Score -3038095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3023062.000000 Penalty: 4946.638184
	Iteration 0F: 3 clusters Score -3023062 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3028174.750000 Penalty: 4946.638184
	Iteration 1F: 3 clusters Score -3028175 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3028579.500000 Penalty: 4946.638184
	Iteration 2F: 3 clusters Score -3028580 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3028866.250000 Penalty: 4946.638184
	Iteration 3Q: 3 clusters Score -3028866 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3029111.250000 Penalty: 4946.638184
	Iteration 4Q: 3 clusters Score -3029111 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -3029326.250000 Penalty: 4946.638184
	Iteration 5Q: 3 clusters Score -3029326 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3029566.250000 Penalty: 4946.638184
	Iteration 6Q: 3 clusters Score -3029566 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3029873.500000 Penalty: 4946.638184
	Iteration 7Q: 3 clusters Score -3029874 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -3030269.250000 Penalty: 4946.638184
	Iteration 8Q: 3 clusters Score -3030269 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -3030783.000000 Penalty: 4946.638184
	Iteration 9Q: 3 clusters Score -3030783 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -3031434.000000 Penalty: 4946.638184
	Iteration 10Q: 3 clusters Score -3031434 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3032197.500000 Penalty: 4946.638184
	Iteration 11F: 3 clusters Score -3032198 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -3033053.500000 Penalty: 4946.638184
	Iteration 12F: 3 clusters Score -3033054 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -3033886.250000 Penalty: 4946.638184
	Iteration 13Q: 3 clusters Score -3033886 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3034535.750000 Penalty: 4946.638184
	Iteration 14Q: 3 clusters Score -3034536 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3035004.750000 Penalty: 4946.638184
	Iteration 15Q: 3 clusters Score -3035005 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3035366.750000 Penalty: 4946.638184
	Iteration 16Q: 3 clusters Score -3035367 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -3035588.250000 Penalty: 4946.638184
	Iteration 17Q: 3 clusters Score -3035588 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3035712.250000 Penalty: 4946.638184
	Iteration 18Q: 3 clusters Score -3035712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -3035807.500000 Penalty: 4946.638184
	Iteration 19Q: 3 clusters Score -3035808 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -3035868.000000 Penalty: 4946.638184
	Iteration 20F: 3 clusters Score -3035868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3035929.750000 Penalty: 4946.638184
	Iteration 21Q: 3 clusters Score -3035930 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -3035977.250000 Penalty: 4946.638184
	Iteration 22Q: 3 clusters Score -3035977 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3036019.750000 Penalty: 4946.638184
	Iteration 23Q: 3 clusters Score -3036020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3036055.500000 Penalty: 4946.638184
	Iteration 24Q: 3 clusters Score -3036056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3036092.750000 Penalty: 4946.638184
	Iteration 25Q: 3 clusters Score -3036093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3036134.250000 Penalty: 4946.638184
	Iteration 26Q: 3 clusters Score -3036134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3036164.250000 Penalty: 4946.638184
	Iteration 27Q: 3 clusters Score -3036164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -3036176.250000 Penalty: 4946.638184
	Iteration 28Q: 3 clusters Score -3036176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -3036192.250000 Penalty: 4946.638184
	Iteration 29Q: 3 clusters Score -3036192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -3036204.000000 Penalty: 4946.638184
	Iteration 30Q: 3 clusters Score -3036204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3036216.250000 Penalty: 4946.638184
	Iteration 31Q: 3 clusters Score -3036216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3036222.500000 Penalty: 4946.638184
	Iteration 32Q: 3 clusters Score -3036222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3036229.500000 Penalty: 4946.638184
	Iteration 33Q: 3 clusters Score -3036230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -3036228.500000 Penalty: 4946.638184
	Iteration 34Q: 3 clusters Score -3036228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3036232.000000 Penalty: 4946.638184
	Iteration 35Q: 3 clusters Score -3036232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -3036238.000000 Penalty: 4946.638184
	Iteration 36Q: 3 clusters Score -3036238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3036243.750000 Penalty: 4946.638184
	Iteration 37Q: 3 clusters Score -3036244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3036245.500000 Penalty: 4946.638184
	Iteration 38Q: 3 clusters Score -3036246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -3036263.250000 Penalty: 4946.638184
	Iteration 39Q: 3 clusters Score -3036263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -3036268.000000 Penalty: 4946.638184
	Iteration 40F: 3 clusters Score -3036268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3036274.750000 Penalty: 4946.638184
	Iteration 41Q: 3 clusters Score -3036275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3036274.750000 Penalty: 4946.638184
	Iteration 42Q: 3 clusters Score -3036275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3036277.750000 Penalty: 4946.638184
	Iteration 43Q: 3 clusters Score -3036278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3036277.750000 Penalty: 4946.638184
	Iteration 44F: 3 clusters Score -3036278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Entering Unmasked Estep 
Score: -4573593.000000 Penalty: 2574.755615
	Iteration 0F: 2 clusters Score -4573593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4551547.500000 Penalty: 5149.511230
	Iteration 0F: 3 clusters Score -4551548 nChanged 14747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4559620.000000 Penalty: 5149.511230
	Iteration 1F: 3 clusters Score -4559620 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -4560131.500000 Penalty: 5149.511230
	Iteration 2Q: 3 clusters Score -4560132 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4560701.000000 Penalty: 5149.511230
	Iteration 3Q: 3 clusters Score -4560701 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4561427.500000 Penalty: 5149.511230
	Iteration 4Q: 3 clusters Score -4561428 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4562433.000000 Penalty: 5149.511230
	Iteration 5F: 3 clusters Score -4562433 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4563803.500000 Penalty: 5149.511230
	Iteration 6F: 3 clusters Score -4563804 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -4565460.500000 Penalty: 5149.511230
	Iteration 7F: 3 clusters Score -4565460 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -4567169.500000 Penalty: 5149.511230
	Iteration 8F: 3 clusters Score -4567170 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -4568621.000000 Penalty: 5149.511230
	Iteration 9F: 3 clusters Score -4568621 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4569570.000000 Penalty: 5149.511230
	Iteration 10Q: 3 clusters Score -4569570 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4570144.500000 Penalty: 5149.511230
	Iteration 11Q: 3 clusters Score -4570144 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -4570530.000000 Penalty: 5149.511230
	Iteration 12Q: 3 clusters Score -4570530 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -4570754.500000 Penalty: 5149.511230
	Iteration 13Q: 3 clusters Score -4570754 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4570907.000000 Penalty: 5149.511230
	Iteration 14Q: 3 clusters Score -4570907 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -4571042.500000 Penalty: 5149.511230
	Iteration 15Q: 3 clusters Score -4571042 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4571150.000000 Penalty: 5149.511230
	Iteration 16Q: 3 clusters Score -4571150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4571245.000000 Penalty: 5149.511230
	Iteration 17Q: 3 clusters Score -4571245 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4571327.500000 Penalty: 5149.511230
	Iteration 18Q: 3 clusters Score -4571328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -4571382.500000 Penalty: 5149.511230
	Iteration 19Q: 3 clusters Score -4571382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4571427.000000 Penalty: 5149.511230
	Iteration 20F: 3 clusters Score -4571427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4571454.500000 Penalty: 5149.511230
	Iteration 21Q: 3 clusters Score -4571454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -4571479.500000 Penalty: 5149.511230
	Iteration 22Q: 3 clusters Score -4571480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -4571514.000000 Penalty: 5149.511230
	Iteration 23Q: 3 clusters Score -4571514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4571525.500000 Penalty: 5149.511230
	Iteration 24Q: 3 clusters Score -4571526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4571536.000000 Penalty: 5149.511230
	Iteration 25Q: 3 clusters Score -4571536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4571552.500000 Penalty: 5149.511230
	Iteration 26Q: 3 clusters Score -4571552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4571559.000000 Penalty: 5149.511230
	Iteration 27Q: 3 clusters Score -4571559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4571567.000000 Penalty: 5149.511230
	Iteration 28Q: 3 clusters Score -4571567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4571577.500000 Penalty: 5149.511230
	Iteration 29Q: 3 clusters Score -4571578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4571579.000000 Penalty: 5149.511230
	Iteration 30Q: 3 clusters Score -4571579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4571586.000000 Penalty: 5149.511230
	Iteration 31Q: 3 clusters Score -4571586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4571586.500000 Penalty: 5149.511230
	Iteration 32Q: 3 clusters Score -4571586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4571593.000000 Penalty: 5149.511230
	Iteration 33Q: 3 clusters Score -4571593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4571595.500000 Penalty: 5149.511230
	Iteration 34Q: 3 clusters Score -4571596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -4571600.000000 Penalty: 5149.511230
	Iteration 35Q: 3 clusters Score -4571600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4571603.000000 Penalty: 5149.511230
	Iteration 36Q: 3 clusters Score -4571603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4571607.000000 Penalty: 5149.511230
	Iteration 37Q: 3 clusters Score -4571607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4571605.000000 Penalty: 5149.511230
	Iteration 38Q: 3 clusters Score -4571605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4571605.000000 Penalty: 5149.511230
	Iteration 39F: 3 clusters Score -4571605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -16557.630859 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -16557.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15626.815430 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -15626.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15632.808594 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -15632.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15632.808594 Penalty: 2425.613037
	Iteration 2F: 3 clusters Score -15632.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -273400.843750 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -273400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -270821.375000 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -270821.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271241.750000 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -271241.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -271329.750000 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -271329.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -271384.968750 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -271385 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -271429.656250 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -271429.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -271458.031250 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -271458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271473.406250 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -271473.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -271482.718750 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -271482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -271490.593750 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -271490.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -271496.750000 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -271496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -271503.968750 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -271504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -271508.531250 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -271508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -271513.781250 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -271513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -271516.812500 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -271516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -271516.812500 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -271516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -271517.500000 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -271517.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -271517.500000 Penalty: 3766.313721
	Iteration 16F: 3 clusters Score -271517.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Entering Unmasked Estep 
Score: -4560159.000000 Penalty: 2573.801025
	Iteration 0F: 2 clusters Score -4560159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4538086.000000 Penalty: 5147.602051
	Iteration 0F: 3 clusters Score -4538086 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4545902.500000 Penalty: 5147.602051
	Iteration 1F: 3 clusters Score -4545902 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4546440.500000 Penalty: 5147.602051
	Iteration 2Q: 3 clusters Score -4546440 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4546972.500000 Penalty: 5147.602051
	Iteration 3Q: 3 clusters Score -4546972 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -4547635.000000 Penalty: 5147.602051
	Iteration 4Q: 3 clusters Score -4547635 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4548529.000000 Penalty: 5147.602051
	Iteration 5F: 3 clusters Score -4548529 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4549723.000000 Penalty: 5147.602051
	Iteration 6F: 3 clusters Score -4549723 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4551342.000000 Penalty: 5147.602051
	Iteration 7F: 3 clusters Score -4551342 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4553234.000000 Penalty: 5147.602051
	Iteration 8F: 3 clusters Score -4553234 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -4555085.000000 Penalty: 5147.602051
	Iteration 9F: 3 clusters Score -4555085 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -4556465.000000 Penalty: 5147.602051
	Iteration 10Q: 3 clusters Score -4556465 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -4557200.500000 Penalty: 5147.602051
	Iteration 11Q: 3 clusters Score -4557200 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -4557552.500000 Penalty: 5147.602051
	Iteration 12Q: 3 clusters Score -4557552 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -4557757.500000 Penalty: 5147.602051
	Iteration 13Q: 3 clusters Score -4557758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4557843.000000 Penalty: 5147.602051
	Iteration 14Q: 3 clusters Score -4557843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4557894.500000 Penalty: 5147.602051
	Iteration 15Q: 3 clusters Score -4557894 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -4557930.500000 Penalty: 5147.602051
	Iteration 16Q: 3 clusters Score -4557930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4557947.000000 Penalty: 5147.602051
	Iteration 17Q: 3 clusters Score -4557947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4557962.500000 Penalty: 5147.602051
	Iteration 18Q: 3 clusters Score -4557962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -4557970.500000 Penalty: 5147.602051
	Iteration 19Q: 3 clusters Score -4557970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4557983.000000 Penalty: 5147.602051
	Iteration 20F: 3 clusters Score -4557983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4557990.500000 Penalty: 5147.602051
	Iteration 21Q: 3 clusters Score -4557990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4557995.000000 Penalty: 5147.602051
	Iteration 22Q: 3 clusters Score -4557995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4558003.500000 Penalty: 5147.602051
	Iteration 23Q: 3 clusters Score -4558004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -4557999.500000 Penalty: 5147.602051
	Iteration 24Q: 3 clusters Score -4558000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -4558008.500000 Penalty: 5147.602051
	Iteration 25Q: 3 clusters Score -4558008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4558011.000000 Penalty: 5147.602051
	Iteration 26Q: 3 clusters Score -4558011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4558009.500000 Penalty: 5147.602051
	Iteration 27Q: 3 clusters Score -4558010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4558009.500000 Penalty: 5147.602051
	Iteration 28F: 3 clusters Score -4558010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Entering Unmasked Estep 
Score: -190463.750000 Penalty: 1801.999878
	Iteration 0F: 2 clusters Score -190463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -188253.781250 Penalty: 3603.999756
	Iteration 0F: 3 clusters Score -188253.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -188690.984375 Penalty: 3603.999756
	Iteration 1F: 3 clusters Score -188691 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188831.453125 Penalty: 3603.999756
	Iteration 2F: 3 clusters Score -188831.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -188936.031250 Penalty: 3603.999756
	Iteration 3F: 3 clusters Score -188936 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189020.359375 Penalty: 3603.999756
	Iteration 4Q: 3 clusters Score -189020.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -189081.312500 Penalty: 3603.999756
	Iteration 5Q: 3 clusters Score -189081.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -189141.812500 Penalty: 3603.999756
	Iteration 6Q: 3 clusters Score -189141.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -189200.156250 Penalty: 3603.999756
	Iteration 7Q: 3 clusters Score -189200.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -189244.093750 Penalty: 3603.999756
	Iteration 8Q: 3 clusters Score -189244.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189283.218750 Penalty: 3603.999756
	Iteration 9Q: 3 clusters Score -189283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -189318.890625 Penalty: 3603.999756
	Iteration 10Q: 3 clusters Score -189318.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -189350.953125 Penalty: 3603.999756
	Iteration 11Q: 3 clusters Score -189351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -189384.750000 Penalty: 3603.999756
	Iteration 12Q: 3 clusters Score -189384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -189406.234375 Penalty: 3603.999756
	Iteration 13Q: 3 clusters Score -189406.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -189432.781250 Penalty: 3603.999756
	Iteration 14Q: 3 clusters Score -189432.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -189455.265625 Penalty: 3603.999756
	Iteration 15Q: 3 clusters Score -189455.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -189486.640625 Penalty: 3603.999756
	Iteration 16Q: 3 clusters Score -189486.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -189505.640625 Penalty: 3603.999756
	Iteration 17Q: 3 clusters Score -189505.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -189544.656250 Penalty: 3603.999756
	Iteration 18Q: 3 clusters Score -189544.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -189567.031250 Penalty: 3603.999756
	Iteration 19Q: 3 clusters Score -189567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -189610.578125 Penalty: 3603.999756
	Iteration 20F: 3 clusters Score -189610.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -189664.578125 Penalty: 3603.999756
	Iteration 21Q: 3 clusters Score -189664.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -189685.781250 Penalty: 3603.999756
	Iteration 22Q: 3 clusters Score -189685.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -189696.796875 Penalty: 3603.999756
	Iteration 23Q: 3 clusters Score -189696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -189698.859375 Penalty: 3603.999756
	Iteration 24Q: 3 clusters Score -189698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -189701.859375 Penalty: 3603.999756
	Iteration 25Q: 3 clusters Score -189701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -189703.078125 Penalty: 3603.999756
	Iteration 26Q: 3 clusters Score -189703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -189703.078125 Penalty: 3603.999756
	Iteration 27F: 3 clusters Score -189703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Entering Unmasked Estep 
Score: -3517236.750000 Penalty: 2509.392334
	Iteration 0F: 2 clusters Score -3517237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3500059.250000 Penalty: 5018.784668
	Iteration 0F: 3 clusters Score -3500059 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -3505905.250000 Penalty: 5018.784668
	Iteration 1F: 3 clusters Score -3505905 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -3506340.500000 Penalty: 5018.784668
	Iteration 2F: 3 clusters Score -3506340 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3506763.000000 Penalty: 5018.784668
	Iteration 3Q: 3 clusters Score -3506763 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3507123.500000 Penalty: 5018.784668
	Iteration 4Q: 3 clusters Score -3507124 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3507514.750000 Penalty: 5018.784668
	Iteration 5Q: 3 clusters Score -3507515 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3507928.250000 Penalty: 5018.784668
	Iteration 6Q: 3 clusters Score -3507928 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3508404.500000 Penalty: 5018.784668
	Iteration 7Q: 3 clusters Score -3508404 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3508901.250000 Penalty: 5018.784668
	Iteration 8Q: 3 clusters Score -3508901 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -3509477.500000 Penalty: 5018.784668
	Iteration 9Q: 3 clusters Score -3509478 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3510141.000000 Penalty: 5018.784668
	Iteration 10Q: 3 clusters Score -3510141 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3510858.250000 Penalty: 5018.784668
	Iteration 11Q: 3 clusters Score -3510858 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3511669.500000 Penalty: 5018.784668
	Iteration 12Q: 3 clusters Score -3511670 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3512283.500000 Penalty: 5018.784668
	Iteration 13Q: 3 clusters Score -3512284 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3512745.500000 Penalty: 5018.784668
	Iteration 14Q: 3 clusters Score -3512746 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3513095.250000 Penalty: 5018.784668
	Iteration 15Q: 3 clusters Score -3513095 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3513425.500000 Penalty: 5018.784668
	Iteration 16Q: 3 clusters Score -3513426 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -3513700.750000 Penalty: 5018.784668
	Iteration 17Q: 3 clusters Score -3513701 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3513942.250000 Penalty: 5018.784668
	Iteration 18Q: 3 clusters Score -3513942 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3514106.500000 Penalty: 5018.784668
	Iteration 19Q: 3 clusters Score -3514106 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3514258.250000 Penalty: 5018.784668
	Iteration 20F: 3 clusters Score -3514258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -3514406.750000 Penalty: 5018.784668
	Iteration 21Q: 3 clusters Score -3514407 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3514525.250000 Penalty: 5018.784668
	Iteration 22Q: 3 clusters Score -3514525 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -3514620.750000 Penalty: 5018.784668
	Iteration 23Q: 3 clusters Score -3514621 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3514702.250000 Penalty: 5018.784668
	Iteration 24Q: 3 clusters Score -3514702 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3514774.750000 Penalty: 5018.784668
	Iteration 25Q: 3 clusters Score -3514775 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3514848.750000 Penalty: 5018.784668
	Iteration 26Q: 3 clusters Score -3514849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -3514904.250000 Penalty: 5018.784668
	Iteration 27Q: 3 clusters Score -3514904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3514941.000000 Penalty: 5018.784668
	Iteration 28Q: 3 clusters Score -3514941 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3514961.250000 Penalty: 5018.784668
	Iteration 29Q: 3 clusters Score -3514961 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3514989.000000 Penalty: 5018.784668
	Iteration 30Q: 3 clusters Score -3514989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3515015.750000 Penalty: 5018.784668
	Iteration 31Q: 3 clusters Score -3515016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -3515028.500000 Penalty: 5018.784668
	Iteration 32Q: 3 clusters Score -3515028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3515049.000000 Penalty: 5018.784668
	Iteration 33Q: 3 clusters Score -3515049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3515059.750000 Penalty: 5018.784668
	Iteration 34Q: 3 clusters Score -3515060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -3515070.750000 Penalty: 5018.784668
	Iteration 35Q: 3 clusters Score -3515071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3515079.500000 Penalty: 5018.784668
	Iteration 36Q: 3 clusters Score -3515080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3515090.750000 Penalty: 5018.784668
	Iteration 37Q: 3 clusters Score -3515091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3515104.250000 Penalty: 5018.784668
	Iteration 38Q: 3 clusters Score -3515104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3515112.500000 Penalty: 5018.784668
	Iteration 39Q: 3 clusters Score -3515112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -3515125.000000 Penalty: 5018.784668
	Iteration 40F: 3 clusters Score -3515125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3515127.000000 Penalty: 5018.784668
	Iteration 41Q: 3 clusters Score -3515127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3515128.250000 Penalty: 5018.784668
	Iteration 42Q: 3 clusters Score -3515128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3515130.250000 Penalty: 5018.784668
	Iteration 43Q: 3 clusters Score -3515130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3515126.750000 Penalty: 5018.784668
	Iteration 44Q: 3 clusters Score -3515127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -3515130.500000 Penalty: 5018.784668
	Iteration 45Q: 3 clusters Score -3515130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -3515136.500000 Penalty: 5018.784668
	Iteration 46Q: 3 clusters Score -3515136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3515135.000000 Penalty: 5018.784668
	Iteration 47Q: 3 clusters Score -3515135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3515134.750000 Penalty: 5018.784668
	Iteration 48Q: 3 clusters Score -3515135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -3515137.250000 Penalty: 5018.784668
	Iteration 49Q: 3 clusters Score -3515137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3515136.250000 Penalty: 5018.784668
	Iteration 50Q: 3 clusters Score -3515136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3515136.250000 Penalty: 5018.784668
	Iteration 51F: 3 clusters Score -3515136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82761 members 
Entering Unmasked Estep 
Score: -11651422.000000 Penalty: 2808.280762
	Iteration 0F: 2 clusters Score -1.165142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -11596229.000000 Penalty: 5616.561523
	Iteration 0F: 3 clusters Score -1.159623e+07 nChanged 38923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -11618201.000000 Penalty: 5616.561523
	Iteration 1F: 3 clusters Score -1.16182e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -11619072.000000 Penalty: 5616.561523
	Iteration 2Q: 3 clusters Score -1.161907e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -11620154.000000 Penalty: 5616.561523
	Iteration 3Q: 3 clusters Score -1.162015e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -11621675.000000 Penalty: 5616.561523
	Iteration 4Q: 3 clusters Score -1.162168e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -11623966.000000 Penalty: 5616.561523
	Iteration 5F: 3 clusters Score -1.162397e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 56477 members 
Entering Unmasked Estep 
Score: -11627343.000000 Penalty: 5616.561523
	Iteration 6F: 3 clusters Score -1.162734e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 62124 members 
Entering Unmasked Estep 
Score: -11632209.000000 Penalty: 5616.561523
	Iteration 7F: 3 clusters Score -1.163221e+07 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -11637706.000000 Penalty: 5616.561523
	Iteration 8F: 3 clusters Score -1.163771e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -11642456.000000 Penalty: 5616.561523
	Iteration 9F: 3 clusters Score -1.164246e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 75573 members 
Entering Unmasked Estep 
Score: -11645404.000000 Penalty: 5616.561523
	Iteration 10Q: 3 clusters Score -1.16454e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -11646797.000000 Penalty: 5616.561523
	Iteration 11Q: 3 clusters Score -1.16468e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -11647560.000000 Penalty: 5616.561523
	Iteration 12Q: 3 clusters Score -1.164756e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -11647926.000000 Penalty: 5616.561523
	Iteration 13Q: 3 clusters Score -1.164793e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -11648205.000000 Penalty: 5616.561523
	Iteration 14Q: 3 clusters Score -1.16482e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 79696 members 
Entering Unmasked Estep 
Score: -11648453.000000 Penalty: 5616.561523
	Iteration 15Q: 3 clusters Score -1.164845e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -11648591.000000 Penalty: 5616.561523
	Iteration 16Q: 3 clusters Score -1.164859e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -11648691.000000 Penalty: 5616.561523
	Iteration 17Q: 3 clusters Score -1.164869e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -11648780.000000 Penalty: 5616.561523
	Iteration 18Q: 3 clusters Score -1.164878e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 80646 members 
Entering Unmasked Estep 
Score: -11648851.000000 Penalty: 5616.561523
	Iteration 19Q: 3 clusters Score -1.164885e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 80768 members 
Entering Unmasked Estep 
Score: -11648878.000000 Penalty: 5616.561523
	Iteration 20F: 3 clusters Score -1.164888e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -11648901.000000 Penalty: 5616.561523
	Iteration 21Q: 3 clusters Score -1.16489e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -11648938.000000 Penalty: 5616.561523
	Iteration 22Q: 3 clusters Score -1.164894e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -11648967.000000 Penalty: 5616.561523
	Iteration 23Q: 3 clusters Score -1.164897e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -11649008.000000 Penalty: 5616.561523
	Iteration 24Q: 3 clusters Score -1.164901e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -11649025.000000 Penalty: 5616.561523
	Iteration 25Q: 3 clusters Score -1.164902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -11649026.000000 Penalty: 5616.561523
	Iteration 26Q: 3 clusters Score -1.164903e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -11649046.000000 Penalty: 5616.561523
	Iteration 27Q: 3 clusters Score -1.164905e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -11649059.000000 Penalty: 5616.561523
	Iteration 28Q: 3 clusters Score -1.164906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -11649063.000000 Penalty: 5616.561523
	Iteration 29Q: 3 clusters Score -1.164906e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -11649064.000000 Penalty: 5616.561523
	Iteration 30Q: 3 clusters Score -1.164906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -11649083.000000 Penalty: 5616.561523
	Iteration 31Q: 3 clusters Score -1.164908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -11649074.000000 Penalty: 5616.561523
	Iteration 32Q: 3 clusters Score -1.164907e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -11649070.000000 Penalty: 5616.561523
	Iteration 33Q: 3 clusters Score -1.164907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 81391 members 
Entering Unmasked Estep 
Score: -11649087.000000 Penalty: 5616.561523
	Iteration 34Q: 3 clusters Score -1.164909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 81406 members 
Entering Unmasked Estep 
Score: -11649098.000000 Penalty: 5616.561523
	Iteration 35Q: 3 clusters Score -1.16491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -11649079.000000 Penalty: 5616.561523
	Iteration 36Q: 3 clusters Score -1.164908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 81439 members 
Entering Unmasked Estep 
Score: -11649099.000000 Penalty: 5616.561523
	Iteration 37Q: 3 clusters Score -1.16491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -11649097.000000 Penalty: 5616.561523
	Iteration 38Q: 3 clusters Score -1.16491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -11649106.000000 Penalty: 5616.561523
	Iteration 39Q: 3 clusters Score -1.164911e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -11649098.000000 Penalty: 5616.561523
	Iteration 40F: 3 clusters Score -1.16491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 81474 members 
Entering Unmasked Estep 
Score: -11649117.000000 Penalty: 5616.561523
	Iteration 41Q: 3 clusters Score -1.164912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 81481 members 
Entering Unmasked Estep 
Score: -11649114.000000 Penalty: 5616.561523
	Iteration 42Q: 3 clusters Score -1.164911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -11649113.000000 Penalty: 5616.561523
	Iteration 43Q: 3 clusters Score -1.164911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -11649107.000000 Penalty: 5616.561523
	Iteration 44Q: 3 clusters Score -1.164911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 81498 members 
Entering Unmasked Estep 
Score: -11649114.000000 Penalty: 5616.561523
	Iteration 45Q: 3 clusters Score -1.164911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -11649129.000000 Penalty: 5616.561523
	Iteration 46Q: 3 clusters Score -1.164913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -11649131.000000 Penalty: 5616.561523
	Iteration 47Q: 3 clusters Score -1.164913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -11649138.000000 Penalty: 5616.561523
	Iteration 48Q: 3 clusters Score -1.164914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -11649127.000000 Penalty: 5616.561523
	Iteration 49Q: 3 clusters Score -1.164913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -11649127.000000 Penalty: 5616.561523
	Iteration 50Q: 3 clusters Score -1.164913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -11649131.000000 Penalty: 5616.561523
	Iteration 51Q: 3 clusters Score -1.164913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -11649126.000000 Penalty: 5616.561523
	Iteration 52Q: 3 clusters Score -1.164913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 81544 members 
Entering Unmasked Estep 
Score: -11649126.000000 Penalty: 5616.561523
	Iteration 53Q: 3 clusters Score -1.164913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 81545 members 
Entering Unmasked Estep 
Score: -11649137.000000 Penalty: 5616.561523
	Iteration 54Q: 3 clusters Score -1.164914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -11649132.000000 Penalty: 5616.561523
	Iteration 55Q: 3 clusters Score -1.164913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -11649132.000000 Penalty: 5616.561523
	Iteration 56F: 3 clusters Score -1.164913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Entering Unmasked Estep 
Score: -20927220.000000 Penalty: 2955.697998
	Iteration 0F: 2 clusters Score -2.092722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -20828300.000000 Penalty: 5911.395996
	Iteration 0F: 3 clusters Score -2.08283e+07 nChanged 72084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68639 members 
Mstep: Class 2 contains 81323 members 
Entering Unmasked Estep 
Score: -20870568.000000 Penalty: 5911.395996
	Iteration 1F: 3 clusters Score -2.087057e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -20872236.000000 Penalty: 5911.395996
	Iteration 2Q: 3 clusters Score -2.087224e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -20874746.000000 Penalty: 5911.395996
	Iteration 3Q: 3 clusters Score -2.087475e+07 nChanged 8961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -20879780.000000 Penalty: 5911.395996
	Iteration 4F: 3 clusters Score -2.087978e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -20889500.000000 Penalty: 5911.395996
	Iteration 5F: 3 clusters Score -2.08895e+07 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 126361 members 
Entering Unmasked Estep 
Score: -20903262.000000 Penalty: 5911.395996
	Iteration 6F: 3 clusters Score -2.090326e+07 nChanged 12349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 138650 members 
Entering Unmasked Estep 
Score: -20916110.000000 Penalty: 5911.395996
	Iteration 7F: 3 clusters Score -2.091611e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 145554 members 
Entering Unmasked Estep 
Score: -20922622.000000 Penalty: 5911.395996
	Iteration 8Q: 3 clusters Score -2.092262e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 147990 members 
Entering Unmasked Estep 
Score: -20924566.000000 Penalty: 5911.395996
	Iteration 9Q: 3 clusters Score -2.092457e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -20925212.000000 Penalty: 5911.395996
	Iteration 10Q: 3 clusters Score -2.092521e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -20925436.000000 Penalty: 5911.395996
	Iteration 11Q: 3 clusters Score -2.092544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148936 members 
Entering Unmasked Estep 
Score: -20925542.000000 Penalty: 5911.395996
	Iteration 12Q: 3 clusters Score -2.092554e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 148964 members 
Entering Unmasked Estep 
Score: -20925612.000000 Penalty: 5911.395996
	Iteration 13Q: 3 clusters Score -2.092561e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 148988 members 
Entering Unmasked Estep 
Score: -20925612.000000 Penalty: 5911.395996
	Iteration 14Q: 3 clusters Score -2.092561e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -20925650.000000 Penalty: 5911.395996
	Iteration 15Q: 3 clusters Score -2.092565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 149015 members 
Entering Unmasked Estep 
Score: -20925650.000000 Penalty: 5911.395996
	Iteration 16Q: 3 clusters Score -2.092565e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -20925632.000000 Penalty: 5911.395996
	Iteration 17Q: 3 clusters Score -2.092563e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -20925638.000000 Penalty: 5911.395996
	Iteration 18Q: 3 clusters Score -2.092564e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -20925646.000000 Penalty: 5911.395996
	Iteration 19Q: 3 clusters Score -2.092565e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925658.000000 Penalty: 5911.395996
	Iteration 20F: 3 clusters Score -2.092566e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -20925662.000000 Penalty: 5911.395996
	Iteration 21Q: 3 clusters Score -2.092566e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -20925672.000000 Penalty: 5911.395996
	Iteration 22Q: 3 clusters Score -2.092567e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -20925674.000000 Penalty: 5911.395996
	Iteration 23Q: 3 clusters Score -2.092567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -20925684.000000 Penalty: 5911.395996
	Iteration 24Q: 3 clusters Score -2.092568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925680.000000 Penalty: 5911.395996
	Iteration 25Q: 3 clusters Score -2.092568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925694.000000 Penalty: 5911.395996
	Iteration 26Q: 3 clusters Score -2.092569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -20925694.000000 Penalty: 5911.395996
	Iteration 27Q: 3 clusters Score -2.092569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925702.000000 Penalty: 5911.395996
	Iteration 28Q: 3 clusters Score -2.09257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925712.000000 Penalty: 5911.395996
	Iteration 29Q: 3 clusters Score -2.092571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925704.000000 Penalty: 5911.395996
	Iteration 30Q: 3 clusters Score -2.09257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -20925704.000000 Penalty: 5911.395996
	Iteration 31Q: 3 clusters Score -2.09257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -20925712.000000 Penalty: 5911.395996
	Iteration 32Q: 3 clusters Score -2.092571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -20925724.000000 Penalty: 5911.395996
	Iteration 33Q: 3 clusters Score -2.092572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -20925714.000000 Penalty: 5911.395996
	Iteration 34Q: 3 clusters Score -2.092571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -20925722.000000 Penalty: 5911.395996
	Iteration 35Q: 3 clusters Score -2.092572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 149038 members 
Entering Unmasked Estep 
Score: -20925714.000000 Penalty: 5911.395996
	Iteration 36Q: 3 clusters Score -2.092571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 149034 members 
Entering Unmasked Estep 
Score: -20925736.000000 Penalty: 5911.395996
	Iteration 37Q: 3 clusters Score -2.092574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -20925738.000000 Penalty: 5911.395996
	Iteration 38Q: 3 clusters Score -2.092574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 149032 members 
Entering Unmasked Estep 
Score: -20925740.000000 Penalty: 5911.395996
	Iteration 39Q: 3 clusters Score -2.092574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 149031 members 
Entering Unmasked Estep 
Score: -20925730.000000 Penalty: 5911.395996
	Iteration 40F: 3 clusters Score -2.092573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Entering Unmasked Estep 
Score: -277327.375000 Penalty: 1884.278687
	Iteration 0F: 2 clusters Score -277327.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -274698.687500 Penalty: 3768.557373
	Iteration 0F: 3 clusters Score -274698.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -275127.906250 Penalty: 3768.557373
	Iteration 1F: 3 clusters Score -275127.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275257.312500 Penalty: 3768.557373
	Iteration 2F: 3 clusters Score -275257.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -275312.250000 Penalty: 3768.557373
	Iteration 3Q: 3 clusters Score -275312.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275348.656250 Penalty: 3768.557373
	Iteration 4Q: 3 clusters Score -275348.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -275385.562500 Penalty: 3768.557373
	Iteration 5Q: 3 clusters Score -275385.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -275415.093750 Penalty: 3768.557373
	Iteration 6Q: 3 clusters Score -275415.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -275440.187500 Penalty: 3768.557373
	Iteration 7Q: 3 clusters Score -275440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -275450.968750 Penalty: 3768.557373
	Iteration 8Q: 3 clusters Score -275451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -275459.843750 Penalty: 3768.557373
	Iteration 9Q: 3 clusters Score -275459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275467.968750 Penalty: 3768.557373
	Iteration 10Q: 3 clusters Score -275468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -275473.656250 Penalty: 3768.557373
	Iteration 11Q: 3 clusters Score -275473.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -275475.656250 Penalty: 3768.557373
	Iteration 12Q: 3 clusters Score -275475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -275475.875000 Penalty: 3768.557373
	Iteration 13Q: 3 clusters Score -275475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -275478.031250 Penalty: 3768.557373
	Iteration 14Q: 3 clusters Score -275478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -275480.031250 Penalty: 3768.557373
	Iteration 15Q: 3 clusters Score -275480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -275483.125000 Penalty: 3768.557373
	Iteration 16Q: 3 clusters Score -275483.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275487.031250 Penalty: 3768.557373
	Iteration 17Q: 3 clusters Score -275487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -275491.687500 Penalty: 3768.557373
	Iteration 18Q: 3 clusters Score -275491.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275496.593750 Penalty: 3768.557373
	Iteration 19Q: 3 clusters Score -275496.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -275501.343750 Penalty: 3768.557373
	Iteration 20F: 3 clusters Score -275501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -275507.312500 Penalty: 3768.557373
	Iteration 21Q: 3 clusters Score -275507.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -275510.281250 Penalty: 3768.557373
	Iteration 22Q: 3 clusters Score -275510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275512.187500 Penalty: 3768.557373
	Iteration 23Q: 3 clusters Score -275512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275512.875000 Penalty: 3768.557373
	Iteration 24Q: 3 clusters Score -275512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -275512.906250 Penalty: 3768.557373
	Iteration 25Q: 3 clusters Score -275512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -275512.968750 Penalty: 3768.557373
	Iteration 26Q: 3 clusters Score -275513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -275513.562500 Penalty: 3768.557373
	Iteration 27Q: 3 clusters Score -275513.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -275514.250000 Penalty: 3768.557373
	Iteration 28Q: 3 clusters Score -275514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -275514.250000 Penalty: 3768.557373
	Iteration 29F: 3 clusters Score -275514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Entering Unmasked Estep 
Score: -3964101.000000 Penalty: 2549.109131
	Iteration 0F: 2 clusters Score -3964101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3944084.250000 Penalty: 5098.218262
	Iteration 0F: 3 clusters Score -3944084 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3952114.750000 Penalty: 5098.218262
	Iteration 1F: 3 clusters Score -3952115 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3953910.000000 Penalty: 5098.218262
	Iteration 2F: 3 clusters Score -3953910 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3955864.250000 Penalty: 5098.218262
	Iteration 3F: 3 clusters Score -3955864 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3957896.250000 Penalty: 5098.218262
	Iteration 4F: 3 clusters Score -3957896 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3959767.250000 Penalty: 5098.218262
	Iteration 5F: 3 clusters Score -3959767 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -3961137.250000 Penalty: 5098.218262
	Iteration 6F: 3 clusters Score -3961137 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3962099.500000 Penalty: 5098.218262
	Iteration 7Q: 3 clusters Score -3962100 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3962754.750000 Penalty: 5098.218262
	Iteration 8Q: 3 clusters Score -3962755 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3963166.250000 Penalty: 5098.218262
	Iteration 9Q: 3 clusters Score -3963166 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3963435.500000 Penalty: 5098.218262
	Iteration 10Q: 3 clusters Score -3963436 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3963649.500000 Penalty: 5098.218262
	Iteration 11Q: 3 clusters Score -3963650 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3963841.000000 Penalty: 5098.218262
	Iteration 12Q: 3 clusters Score -3963841 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3964049.000000 Penalty: 5098.218262
	Iteration 13Q: 3 clusters Score -3964049 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3964183.250000 Penalty: 5098.218262
	Iteration 14Q: 3 clusters Score -3964183 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3964235.500000 Penalty: 5098.218262
	Iteration 15Q: 3 clusters Score -3964236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3964258.000000 Penalty: 5098.218262
	Iteration 16Q: 3 clusters Score -3964258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3964264.750000 Penalty: 5098.218262
	Iteration 17Q: 3 clusters Score -3964265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3964271.250000 Penalty: 5098.218262
	Iteration 18Q: 3 clusters Score -3964271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3964273.250000 Penalty: 5098.218262
	Iteration 19Q: 3 clusters Score -3964273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3964277.000000 Penalty: 5098.218262
	Iteration 20F: 3 clusters Score -3964277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3964273.000000 Penalty: 5098.218262
	Iteration 21Q: 3 clusters Score -3964273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3964269.500000 Penalty: 5098.218262
	Iteration 22Q: 3 clusters Score -3964270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3964271.000000 Penalty: 5098.218262
	Iteration 23Q: 3 clusters Score -3964271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3964269.750000 Penalty: 5098.218262
	Iteration 24Q: 3 clusters Score -3964270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3964272.250000 Penalty: 5098.218262
	Iteration 25Q: 3 clusters Score -3964272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3964275.250000 Penalty: 5098.218262
	Iteration 26Q: 3 clusters Score -3964275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3964275.250000 Penalty: 5098.218262
	Iteration 27F: 3 clusters Score -3964275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 27748 members 
Mstep: Class 16 contains 32152 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 82761 members 
Mstep: Class 20 contains 149962 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1357 members 
Entering Unmasked Estep 
Score: -84936392.000000 Penalty: 69427.117188
Splitting cluster 23 changes total score from -84935856.000000 to -84936392.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11548 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21441 members 
Mstep: Class 10 contains 32276 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 16 contains 32152 members 
Mstep: Class 17 contains 1431 members 
Mstep: Class 18 contains 24798 members 
Mstep: Class 19 contains 82761 members 
Mstep: Class 20 contains 149962 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936560.000000 Penalty: 69427.117188
Iteration 79Q: 22 clusters Score -8.493656e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 30069 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21440 members 
Mstep: Class 10 contains 32277 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 27445 members 
Mstep: Class 16 contains 32188 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 24805 members 
Mstep: Class 19 contains 82754 members 
Mstep: Class 20 contains 150094 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84936704.000000 Penalty: 69427.117188
Iteration 80F: 22 clusters Score -8.49367e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166822 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 11517 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 30054 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21432 members 
Mstep: Class 10 contains 32282 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 28278 members 
Mstep: Class 16 contains 32211 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 24811 members 
Mstep: Class 19 contains 82736 members 
Mstep: Class 20 contains 149994 members 
Mstep: Class 22 contains 1994 members 
Mstep: Class 23 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937264.000000 Penalty: 69427.117188
Iteration 81Q: 22 clusters Score -8.493726e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 11493 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 30014 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21417 members 
Mstep: Class 10 contains 32266 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 28871 members 
Mstep: Class 16 contains 32211 members 
Mstep: Class 17 contains 1434 members 
Mstep: Class 18 contains 24810 members 
Mstep: Class 19 contains 82705 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 22 contains 1993 members 
Mstep: Class 23 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937704.000000 Penalty: 69427.117188
Iteration 82Q: 22 clusters Score -8.49377e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 11467 members 
Mstep: Class 5 contains 24407 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29962 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21399 members 
Mstep: Class 10 contains 32252 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 29325 members 
Mstep: Class 16 contains 32203 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 24787 members 
Mstep: Class 19 contains 82651 members 
Mstep: Class 20 contains 149761 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 1404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84937904.000000 Penalty: 69427.117188
Iteration 83Q: 22 clusters Score -8.49379e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166249 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 24411 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29919 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21387 members 
Mstep: Class 10 contains 32253 members 
Mstep: Class 11 contains 133 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 29614 members 
Mstep: Class 16 contains 32195 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 24761 members 
Mstep: Class 19 contains 82564 members 
Mstep: Class 20 contains 149679 members 
Mstep: Class 22 contains 1987 members 
Mstep: Class 23 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938104.000000 Penalty: 69427.117188
Iteration 84Q: 22 clusters Score -8.49381e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166354 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11413 members 
Mstep: Class 5 contains 24412 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29881 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21373 members 
Mstep: Class 10 contains 32255 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 29838 members 
Mstep: Class 16 contains 32173 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 24735 members 
Mstep: Class 19 contains 82467 members 
Mstep: Class 20 contains 149559 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938160.000000 Penalty: 69427.117188
Iteration 85Q: 22 clusters Score -8.493816e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11387 members 
Mstep: Class 5 contains 24408 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29858 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21352 members 
Mstep: Class 10 contains 32245 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30022 members 
Mstep: Class 16 contains 32170 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 24712 members 
Mstep: Class 19 contains 82366 members 
Mstep: Class 20 contains 149478 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938296.000000 Penalty: 69427.117188
Iteration 86Q: 22 clusters Score -8.49383e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166562 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11372 members 
Mstep: Class 5 contains 24406 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29825 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21326 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30177 members 
Mstep: Class 16 contains 32172 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 24678 members 
Mstep: Class 19 contains 82264 members 
Mstep: Class 20 contains 149418 members 
Mstep: Class 22 contains 1978 members 
Mstep: Class 23 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938032.000000 Penalty: 69427.117188
Iteration 87Q: 22 clusters Score -8.493803e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11363 members 
Mstep: Class 5 contains 24399 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29784 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21319 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30317 members 
Mstep: Class 16 contains 32162 members 
Mstep: Class 17 contains 1435 members 
Mstep: Class 18 contains 24643 members 
Mstep: Class 19 contains 82155 members 
Mstep: Class 20 contains 149389 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938064.000000 Penalty: 69427.117188
Iteration 88Q: 22 clusters Score -8.493806e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166705 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11351 members 
Mstep: Class 5 contains 24385 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29748 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21308 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30441 members 
Mstep: Class 16 contains 32157 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24613 members 
Mstep: Class 19 contains 82067 members 
Mstep: Class 20 contains 149379 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938080.000000 Penalty: 69427.117188
Iteration 89Q: 22 clusters Score -8.493808e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166764 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11337 members 
Mstep: Class 5 contains 24375 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29730 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30553 members 
Mstep: Class 16 contains 32157 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24589 members 
Mstep: Class 19 contains 81976 members 
Mstep: Class 20 contains 149367 members 
Mstep: Class 22 contains 1979 members 
Mstep: Class 23 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938120.000000 Penalty: 69427.117188
Iteration 90Q: 22 clusters Score -8.493812e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166839 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 24363 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29712 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21282 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30652 members 
Mstep: Class 16 contains 32156 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24570 members 
Mstep: Class 19 contains 81878 members 
Mstep: Class 20 contains 149373 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938192.000000 Penalty: 69427.117188
Iteration 91Q: 22 clusters Score -8.493819e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11293 members 
Mstep: Class 5 contains 24352 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29693 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21282 members 
Mstep: Class 10 contains 32222 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 16 contains 32141 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24559 members 
Mstep: Class 19 contains 81787 members 
Mstep: Class 20 contains 149354 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938256.000000 Penalty: 69427.117188
Iteration 92Q: 22 clusters Score -8.493826e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 166981 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11275 members 
Mstep: Class 5 contains 24342 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29681 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 32214 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30860 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24553 members 
Mstep: Class 19 contains 81715 members 
Mstep: Class 20 contains 149317 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938384.000000 Penalty: 69427.117188
Iteration 93Q: 22 clusters Score -8.493838e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 11257 members 
Mstep: Class 5 contains 24336 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29672 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21271 members 
Mstep: Class 10 contains 32205 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1987 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 30957 members 
Mstep: Class 16 contains 32120 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24546 members 
Mstep: Class 19 contains 81653 members 
Mstep: Class 20 contains 149312 members 
Mstep: Class 22 contains 1980 members 
Mstep: Class 23 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938472.000000 Penalty: 69427.117188
Iteration 94Q: 22 clusters Score -8.493847e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167029 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 11246 members 
Mstep: Class 5 contains 24323 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29665 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21271 members 
Mstep: Class 10 contains 32198 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31021 members 
Mstep: Class 16 contains 32117 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24531 members 
Mstep: Class 19 contains 81594 members 
Mstep: Class 20 contains 149319 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938424.000000 Penalty: 69427.117188
Iteration 95Q: 22 clusters Score -8.493842e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167031 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 11238 members 
Mstep: Class 5 contains 24305 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29666 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21269 members 
Mstep: Class 10 contains 32187 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31076 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24521 members 
Mstep: Class 19 contains 81553 members 
Mstep: Class 20 contains 149337 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938504.000000 Penalty: 69427.117188
Iteration 96Q: 22 clusters Score -8.49385e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167043 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 11232 members 
Mstep: Class 5 contains 24298 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29658 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31121 members 
Mstep: Class 16 contains 32116 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24512 members 
Mstep: Class 19 contains 81517 members 
Mstep: Class 20 contains 149350 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938560.000000 Penalty: 69427.117188
Iteration 97Q: 22 clusters Score -8.493856e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167040 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 11226 members 
Mstep: Class 5 contains 24291 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29653 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21276 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31176 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24504 members 
Mstep: Class 19 contains 81478 members 
Mstep: Class 20 contains 149375 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938616.000000 Penalty: 69427.117188
Iteration 98Q: 22 clusters Score -8.493862e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11210 members 
Mstep: Class 5 contains 24285 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29645 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21275 members 
Mstep: Class 10 contains 32145 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31234 members 
Mstep: Class 16 contains 32114 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24504 members 
Mstep: Class 19 contains 81445 members 
Mstep: Class 20 contains 149366 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938880.000000 Penalty: 69427.117188
Iteration 99Q: 22 clusters Score -8.493888e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167074 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11199 members 
Mstep: Class 5 contains 24272 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29637 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21279 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31282 members 
Mstep: Class 16 contains 32115 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24495 members 
Mstep: Class 19 contains 81403 members 
Mstep: Class 20 contains 149368 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938888.000000 Penalty: 69427.117188
Iteration 100F: 22 clusters Score -8.493889e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11187 members 
Mstep: Class 5 contains 24265 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29632 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21273 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31331 members 
Mstep: Class 16 contains 32127 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24487 members 
Mstep: Class 19 contains 81375 members 
Mstep: Class 20 contains 149341 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938928.000000 Penalty: 69427.117188
Iteration 101Q: 22 clusters Score -8.493893e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11178 members 
Mstep: Class 5 contains 24259 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29630 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21266 members 
Mstep: Class 10 contains 32156 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31367 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24479 members 
Mstep: Class 19 contains 81338 members 
Mstep: Class 20 contains 149341 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1641 members 
Entering Unmasked Estep 
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Iteration 102Q: 22 clusters Score -8.493884e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167117 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11174 members 
Mstep: Class 5 contains 24258 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29632 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31406 members 
Mstep: Class 16 contains 32137 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24473 members 
Mstep: Class 19 contains 81316 members 
Mstep: Class 20 contains 149332 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1644 members 
Entering Unmasked Estep 
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Score: -84938680.000000 Penalty: 69427.117188
Iteration 103Q: 22 clusters Score -8.493868e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167111 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 11170 members 
Mstep: Class 5 contains 24260 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29629 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31431 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24476 members 
Mstep: Class 19 contains 81280 members 
Mstep: Class 20 contains 149345 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1649 members 
Entering Unmasked Estep 
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Iteration 104Q: 22 clusters Score -8.493868e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167122 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11164 members 
Mstep: Class 5 contains 24261 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29625 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31452 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24471 members 
Mstep: Class 19 contains 81244 members 
Mstep: Class 20 contains 149359 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1653 members 
Entering Unmasked Estep 
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Iteration 105Q: 22 clusters Score -8.49389e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11155 members 
Mstep: Class 5 contains 24258 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29621 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21267 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31475 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24466 members 
Mstep: Class 19 contains 81211 members 
Mstep: Class 20 contains 149371 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938912.000000 Penalty: 69427.117188
Iteration 106Q: 22 clusters Score -8.493891e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167155 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11149 members 
Mstep: Class 5 contains 24257 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21267 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31500 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24461 members 
Mstep: Class 19 contains 81192 members 
Mstep: Class 20 contains 149343 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84938968.000000 Penalty: 69427.117188
Iteration 107Q: 22 clusters Score -8.493897e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11140 members 
Mstep: Class 5 contains 24257 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29615 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21264 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31526 members 
Mstep: Class 16 contains 32137 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24458 members 
Mstep: Class 19 contains 81179 members 
Mstep: Class 20 contains 149367 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939000.000000 Penalty: 69427.117188
Iteration 108Q: 22 clusters Score -8.4939e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167132 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11130 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29617 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32158 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31550 members 
Mstep: Class 16 contains 32134 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24453 members 
Mstep: Class 19 contains 81166 members 
Mstep: Class 20 contains 149385 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939080.000000 Penalty: 69427.117188
Iteration 109Q: 22 clusters Score -8.493908e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167134 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 24246 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29611 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21266 members 
Mstep: Class 10 contains 32149 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 16 contains 32133 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24447 members 
Mstep: Class 19 contains 81153 members 
Mstep: Class 20 contains 149385 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939128.000000 Penalty: 69427.117188
Iteration 110Q: 22 clusters Score -8.493913e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11113 members 
Mstep: Class 5 contains 24243 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29610 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21263 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31622 members 
Mstep: Class 16 contains 32132 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24442 members 
Mstep: Class 19 contains 81147 members 
Mstep: Class 20 contains 149378 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939184.000000 Penalty: 69427.117188
Iteration 111Q: 22 clusters Score -8.493918e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 24235 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29617 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32149 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31658 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24430 members 
Mstep: Class 19 contains 81136 members 
Mstep: Class 20 contains 149382 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939096.000000 Penalty: 69427.117188
Iteration 112Q: 22 clusters Score -8.49391e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11098 members 
Mstep: Class 5 contains 24225 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29615 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31681 members 
Mstep: Class 16 contains 32128 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24419 members 
Mstep: Class 19 contains 81112 members 
Mstep: Class 20 contains 149399 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 113Q: 22 clusters Score -8.493925e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11091 members 
Mstep: Class 5 contains 24218 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29617 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31704 members 
Mstep: Class 16 contains 32130 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24413 members 
Mstep: Class 19 contains 81096 members 
Mstep: Class 20 contains 149412 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939384.000000 Penalty: 69427.117188
Iteration 114Q: 22 clusters Score -8.493938e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167154 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 24213 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31719 members 
Mstep: Class 16 contains 32125 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24404 members 
Mstep: Class 19 contains 81083 members 
Mstep: Class 20 contains 149428 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939344.000000 Penalty: 69427.117188
Iteration 115Q: 22 clusters Score -8.493934e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11078 members 
Mstep: Class 5 contains 24210 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29618 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31742 members 
Mstep: Class 16 contains 32126 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24399 members 
Mstep: Class 19 contains 81065 members 
Mstep: Class 20 contains 149435 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 116Q: 22 clusters Score -8.493932e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167147 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11070 members 
Mstep: Class 5 contains 24204 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29613 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32157 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31760 members 
Mstep: Class 16 contains 32131 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 81064 members 
Mstep: Class 20 contains 149439 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939432.000000 Penalty: 69427.117188
Iteration 117Q: 22 clusters Score -8.493943e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167151 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 24196 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29612 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31775 members 
Mstep: Class 16 contains 32131 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24383 members 
Mstep: Class 19 contains 81053 members 
Mstep: Class 20 contains 149443 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939512.000000 Penalty: 69427.117188
Iteration 118Q: 22 clusters Score -8.493951e+07 nChanged 163
Entering ConstructFrom: 
Score: -84939512.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167168 members 
Entering Unmasked Estep 
Score: -23305040.000000 Penalty: 2982.635010
	Iteration 0F: 2 clusters Score -2.330504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 83467 members 
Entering Unmasked Estep 
Score: -23196286.000000 Penalty: 5965.270020
	Iteration 0F: 3 clusters Score -2.319629e+07 nChanged 80166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 82165 members 
Entering Unmasked Estep 
Score: -23243108.000000 Penalty: 5965.270020
	Iteration 1F: 3 clusters Score -2.324311e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -23244006.000000 Penalty: 5965.270020
	Iteration 2Q: 3 clusters Score -2.324401e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -23245520.000000 Penalty: 5965.270020
	Iteration 3Q: 3 clusters Score -2.324552e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -23247980.000000 Penalty: 5965.270020
	Iteration 4Q: 3 clusters Score -2.324798e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96518 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -23252192.000000 Penalty: 5965.270020
	Iteration 5Q: 3 clusters Score -2.325219e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104128 members 
Mstep: Class 2 contains 63040 members 
Entering Unmasked Estep 
Score: -23259070.000000 Penalty: 5965.270020
	Iteration 6F: 3 clusters Score -2.325907e+07 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -23269930.000000 Penalty: 5965.270020
	Iteration 7F: 3 clusters Score -2.326993e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -23281774.000000 Penalty: 5965.270020
	Iteration 8F: 3 clusters Score -2.328177e+07 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129495 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -23290572.000000 Penalty: 5965.270020
	Iteration 9F: 3 clusters Score -2.329057e+07 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133265 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -23294940.000000 Penalty: 5965.270020
	Iteration 10Q: 3 clusters Score -2.329494e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135921 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -23296826.000000 Penalty: 5965.270020
	Iteration 11Q: 3 clusters Score -2.329683e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138141 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -23298058.000000 Penalty: 5965.270020
	Iteration 12Q: 3 clusters Score -2.329806e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140173 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -23298888.000000 Penalty: 5965.270020
	Iteration 13Q: 3 clusters Score -2.329889e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142056 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -23299536.000000 Penalty: 5965.270020
	Iteration 14Q: 3 clusters Score -2.329954e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143740 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -23300282.000000 Penalty: 5965.270020
	Iteration 15Q: 3 clusters Score -2.330028e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -23300916.000000 Penalty: 5965.270020
	Iteration 16Q: 3 clusters Score -2.330092e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146662 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -23301460.000000 Penalty: 5965.270020
	Iteration 17Q: 3 clusters Score -2.330146e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -23301990.000000 Penalty: 5965.270020
	Iteration 18Q: 3 clusters Score -2.330199e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149435 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -23302510.000000 Penalty: 5965.270020
	Iteration 19Q: 3 clusters Score -2.330251e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150841 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -23303080.000000 Penalty: 5965.270020
	Iteration 20F: 3 clusters Score -2.330308e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -23303462.000000 Penalty: 5965.270020
	Iteration 21Q: 3 clusters Score -2.330346e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -23303766.000000 Penalty: 5965.270020
	Iteration 22Q: 3 clusters Score -2.330377e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -23304024.000000 Penalty: 5965.270020
	Iteration 23Q: 3 clusters Score -2.330402e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155823 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -23304132.000000 Penalty: 5965.270020
	Iteration 24Q: 3 clusters Score -2.330413e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156845 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -23304192.000000 Penalty: 5965.270020
	Iteration 25Q: 3 clusters Score -2.330419e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157783 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -23304262.000000 Penalty: 5965.270020
	Iteration 26Q: 3 clusters Score -2.330426e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158607 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -23304302.000000 Penalty: 5965.270020
	Iteration 27Q: 3 clusters Score -2.33043e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159362 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -23304232.000000 Penalty: 5965.270020
	Iteration 28Q: 3 clusters Score -2.330423e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160021 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -23304242.000000 Penalty: 5965.270020
	Iteration 29Q: 3 clusters Score -2.330424e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160625 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -23304188.000000 Penalty: 5965.270020
	Iteration 30Q: 3 clusters Score -2.330419e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161135 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -23304170.000000 Penalty: 5965.270020
	Iteration 31Q: 3 clusters Score -2.330417e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161554 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -23304132.000000 Penalty: 5965.270020
	Iteration 32Q: 3 clusters Score -2.330413e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161950 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -23304078.000000 Penalty: 5965.270020
	Iteration 33Q: 3 clusters Score -2.330408e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162288 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -23304076.000000 Penalty: 5965.270020
	Iteration 34Q: 3 clusters Score -2.330408e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162619 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -23304092.000000 Penalty: 5965.270020
	Iteration 35Q: 3 clusters Score -2.330409e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162930 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -23304106.000000 Penalty: 5965.270020
	Iteration 36Q: 3 clusters Score -2.330411e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -23304092.000000 Penalty: 5965.270020
	Iteration 37Q: 3 clusters Score -2.330409e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -23304082.000000 Penalty: 5965.270020
	Iteration 38Q: 3 clusters Score -2.330408e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -23304012.000000 Penalty: 5965.270020
	Iteration 39Q: 3 clusters Score -2.330401e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -23303998.000000 Penalty: 5965.270020
	Iteration 40F: 3 clusters Score -2.3304e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163886 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -23303964.000000 Penalty: 5965.270020
	Iteration 41Q: 3 clusters Score -2.330396e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164013 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -23303948.000000 Penalty: 5965.270020
	Iteration 42Q: 3 clusters Score -2.330395e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164124 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -23303938.000000 Penalty: 5965.270020
	Iteration 43Q: 3 clusters Score -2.330394e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -23303900.000000 Penalty: 5965.270020
	Iteration 44Q: 3 clusters Score -2.33039e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -23303886.000000 Penalty: 5965.270020
	Iteration 45Q: 3 clusters Score -2.330389e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164361 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23303852.000000 Penalty: 5965.270020
	Iteration 46Q: 3 clusters Score -2.330385e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164421 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -23303858.000000 Penalty: 5965.270020
	Iteration 47Q: 3 clusters Score -2.330386e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164464 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23303832.000000 Penalty: 5965.270020
	Iteration 48Q: 3 clusters Score -2.330383e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164501 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -23303806.000000 Penalty: 5965.270020
	Iteration 49Q: 3 clusters Score -2.330381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -23303814.000000 Penalty: 5965.270020
	Iteration 50Q: 3 clusters Score -2.330381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164558 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -23303812.000000 Penalty: 5965.270020
	Iteration 51Q: 3 clusters Score -2.330381e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164593 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -23303778.000000 Penalty: 5965.270020
	Iteration 52Q: 3 clusters Score -2.330378e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164624 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -23303796.000000 Penalty: 5965.270020
	Iteration 53Q: 3 clusters Score -2.33038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23303746.000000 Penalty: 5965.270020
	Iteration 54Q: 3 clusters Score -2.330375e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164672 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -23303744.000000 Penalty: 5965.270020
	Iteration 55Q: 3 clusters Score -2.330374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164685 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -23303742.000000 Penalty: 5965.270020
	Iteration 56Q: 3 clusters Score -2.330374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -23303738.000000 Penalty: 5965.270020
	Iteration 57Q: 3 clusters Score -2.330374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164721 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -23303734.000000 Penalty: 5965.270020
	Iteration 58Q: 3 clusters Score -2.330373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164734 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -23303750.000000 Penalty: 5965.270020
	Iteration 59Q: 3 clusters Score -2.330375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164750 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -23303732.000000 Penalty: 5965.270020
	Iteration 60F: 3 clusters Score -2.330373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164762 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -23303740.000000 Penalty: 5965.270020
	Iteration 61Q: 3 clusters Score -2.330374e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164781 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -23303766.000000 Penalty: 5965.270020
	Iteration 62Q: 3 clusters Score -2.330377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164795 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -23303782.000000 Penalty: 5965.270020
	Iteration 63Q: 3 clusters Score -2.330378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164812 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23303766.000000 Penalty: 5965.270020
	Iteration 64Q: 3 clusters Score -2.330377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164824 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -23303768.000000 Penalty: 5965.270020
	Iteration 65Q: 3 clusters Score -2.330377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23303758.000000 Penalty: 5965.270020
	Iteration 66Q: 3 clusters Score -2.330376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164853 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -23303742.000000 Penalty: 5965.270020
	Iteration 67Q: 3 clusters Score -2.330374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164871 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -23303762.000000 Penalty: 5965.270020
	Iteration 68Q: 3 clusters Score -2.330376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164885 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -23303748.000000 Penalty: 5965.270020
	Iteration 69Q: 3 clusters Score -2.330375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23303758.000000 Penalty: 5965.270020
	Iteration 70Q: 3 clusters Score -2.330376e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164905 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -23303742.000000 Penalty: 5965.270020
	Iteration 71Q: 3 clusters Score -2.330374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164917 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -23303736.000000 Penalty: 5965.270020
	Iteration 72Q: 3 clusters Score -2.330374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164923 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -23303712.000000 Penalty: 5965.270020
	Iteration 73Q: 3 clusters Score -2.330371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164928 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -23303728.000000 Penalty: 5965.270020
	Iteration 74Q: 3 clusters Score -2.330373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -23303750.000000 Penalty: 5965.270020
	Iteration 75Q: 3 clusters Score -2.330375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164944 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -23303742.000000 Penalty: 5965.270020
	Iteration 76Q: 3 clusters Score -2.330374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164953 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -23303736.000000 Penalty: 5965.270020
	Iteration 77Q: 3 clusters Score -2.330374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164961 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -23303732.000000 Penalty: 5965.270020
	Iteration 78Q: 3 clusters Score -2.330373e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164971 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -23303726.000000 Penalty: 5965.270020
	Iteration 79Q: 3 clusters Score -2.330373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164987 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -23303752.000000 Penalty: 5965.270020
	Iteration 80F: 3 clusters Score -2.330375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165004 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23303744.000000 Penalty: 5965.270020
	Iteration 81Q: 3 clusters Score -2.330374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -23303766.000000 Penalty: 5965.270020
	Iteration 82Q: 3 clusters Score -2.330377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165026 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23303752.000000 Penalty: 5965.270020
	Iteration 83Q: 3 clusters Score -2.330375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -23303732.000000 Penalty: 5965.270020
	Iteration 84Q: 3 clusters Score -2.330373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165049 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23303720.000000 Penalty: 5965.270020
	Iteration 85Q: 3 clusters Score -2.330372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -23303720.000000 Penalty: 5965.270020
	Iteration 86Q: 3 clusters Score -2.330372e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165064 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -23303712.000000 Penalty: 5965.270020
	Iteration 87Q: 3 clusters Score -2.330371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165067 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23303712.000000 Penalty: 5965.270020
	Iteration 88Q: 3 clusters Score -2.330371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165070 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -23303724.000000 Penalty: 5965.270020
	Iteration 89Q: 3 clusters Score -2.330372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23303726.000000 Penalty: 5965.270020
	Iteration 90Q: 3 clusters Score -2.330373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165076 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23303726.000000 Penalty: 5965.270020
	Iteration 91Q: 3 clusters Score -2.330373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165079 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -23303724.000000 Penalty: 5965.270020
	Iteration 92Q: 3 clusters Score -2.330372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -23303728.000000 Penalty: 5965.270020
	Iteration 93Q: 3 clusters Score -2.330373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23303732.000000 Penalty: 5965.270020
	Iteration 94Q: 3 clusters Score -2.330373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165089 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -23303736.000000 Penalty: 5965.270020
	Iteration 95Q: 3 clusters Score -2.330374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165094 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -23303718.000000 Penalty: 5965.270020
	Iteration 96Q: 3 clusters Score -2.330372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23303724.000000 Penalty: 5965.270020
	Iteration 97Q: 3 clusters Score -2.330372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165104 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -23303696.000000 Penalty: 5965.270020
	Iteration 98Q: 3 clusters Score -2.33037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165106 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23303712.000000 Penalty: 5965.270020
	Iteration 99Q: 3 clusters Score -2.330371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165109 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -23303704.000000 Penalty: 5965.270020
	Iteration 100F: 3 clusters Score -2.33037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165111 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23303716.000000 Penalty: 5965.270020
	Iteration 101Q: 3 clusters Score -2.330372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165114 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -23303692.000000 Penalty: 5965.270020
	Iteration 102Q: 3 clusters Score -2.330369e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165115 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23303710.000000 Penalty: 5965.270020
	Iteration 103Q: 3 clusters Score -2.330371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -23303698.000000 Penalty: 5965.270020
	Iteration 104Q: 3 clusters Score -2.33037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165116 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -23303698.000000 Penalty: 5965.270020
	Iteration 105F: 3 clusters Score -2.33037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95067.906250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95067.91 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -95391.726562 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95391.73 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95588.742188 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95588.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95757.429688 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95757.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95916.921875 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95916.92 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -95996.859375 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95996.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96072.906250 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -96072.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96133.390625 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -96133.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96202.921875 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96202.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -96276.750000 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96276.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -96435.492188 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96435.49 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -96959.671875 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96959.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97109.632812 Penalty: 3306.179199
	Iteration 12F: 3 clusters Score -97109.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97219.507812 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -97219.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97389.398438 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -97389.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97451.546875 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -97451.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97456.960938 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -97456.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97458.578125 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -97458.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97458.578125 Penalty: 3306.179199
	Iteration 18F: 3 clusters Score -97458.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 461 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 24190 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29607 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32154 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31783 members 
Mstep: Class 15 contains 324 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 81051 members 
Mstep: Class 20 contains 149447 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
Score: -84938440.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939512.000000 to -84938440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -246653.062500 Penalty: 1855.984009
	Iteration 0F: 2 clusters Score -246653.1 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 876 members 
Entering Unmasked Estep 
Score: -244130.796875 Penalty: 3711.968018
	Iteration 0F: 3 clusters Score -244130.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -244529.078125 Penalty: 3711.968018
	Iteration 1F: 3 clusters Score -244529.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244627.453125 Penalty: 3711.968018
	Iteration 2F: 3 clusters Score -244627.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244678.453125 Penalty: 3711.968018
	Iteration 3Q: 3 clusters Score -244678.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -244728.218750 Penalty: 3711.968018
	Iteration 4Q: 3 clusters Score -244728.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244764.171875 Penalty: 3711.968018
	Iteration 5Q: 3 clusters Score -244764.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244783.421875 Penalty: 3711.968018
	Iteration 6Q: 3 clusters Score -244783.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244798.796875 Penalty: 3711.968018
	Iteration 7Q: 3 clusters Score -244798.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244809.140625 Penalty: 3711.968018
	Iteration 8Q: 3 clusters Score -244809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -244822.234375 Penalty: 3711.968018
	Iteration 9Q: 3 clusters Score -244822.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244834.000000 Penalty: 3711.968018
	Iteration 10Q: 3 clusters Score -244834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -244840.078125 Penalty: 3711.968018
	Iteration 11Q: 3 clusters Score -244840.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -244845.218750 Penalty: 3711.968018
	Iteration 12Q: 3 clusters Score -244845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -244847.515625 Penalty: 3711.968018
	Iteration 13Q: 3 clusters Score -244847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -244850.406250 Penalty: 3711.968018
	Iteration 14Q: 3 clusters Score -244850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244852.140625 Penalty: 3711.968018
	Iteration 15Q: 3 clusters Score -244852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244852.640625 Penalty: 3711.968018
	Iteration 16Q: 3 clusters Score -244852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -244853.031250 Penalty: 3711.968018
	Iteration 17Q: 3 clusters Score -244853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -244853.031250 Penalty: 3711.968018
	Iteration 18F: 3 clusters Score -244853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Entering Unmasked Estep 
Score: -1574572.625000 Penalty: 2309.329590
	Iteration 0F: 2 clusters Score -1574573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1566247.875000 Penalty: 4618.659180
	Iteration 0F: 3 clusters Score -1566248 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1568804.500000 Penalty: 4618.659180
	Iteration 1F: 3 clusters Score -1568804 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1569081.250000 Penalty: 4618.659180
	Iteration 2F: 3 clusters Score -1569081 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1569265.375000 Penalty: 4618.659180
	Iteration 3Q: 3 clusters Score -1569265 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1569427.375000 Penalty: 4618.659180
	Iteration 4Q: 3 clusters Score -1569427 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1569587.125000 Penalty: 4618.659180
	Iteration 5Q: 3 clusters Score -1569587 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1569731.500000 Penalty: 4618.659180
	Iteration 6Q: 3 clusters Score -1569732 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1569857.000000 Penalty: 4618.659180
	Iteration 7Q: 3 clusters Score -1569857 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1569992.250000 Penalty: 4618.659180
	Iteration 8Q: 3 clusters Score -1569992 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1570115.625000 Penalty: 4618.659180
	Iteration 9Q: 3 clusters Score -1570116 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1570250.125000 Penalty: 4618.659180
	Iteration 10Q: 3 clusters Score -1570250 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1570404.625000 Penalty: 4618.659180
	Iteration 11Q: 3 clusters Score -1570405 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1570572.875000 Penalty: 4618.659180
	Iteration 12Q: 3 clusters Score -1570573 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1570753.750000 Penalty: 4618.659180
	Iteration 13Q: 3 clusters Score -1570754 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1570919.000000 Penalty: 4618.659180
	Iteration 14Q: 3 clusters Score -1570919 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1571074.625000 Penalty: 4618.659180
	Iteration 15Q: 3 clusters Score -1571075 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1571213.250000 Penalty: 4618.659180
	Iteration 16Q: 3 clusters Score -1571213 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1571339.500000 Penalty: 4618.659180
	Iteration 17Q: 3 clusters Score -1571340 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1571434.625000 Penalty: 4618.659180
	Iteration 18Q: 3 clusters Score -1571435 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1571509.625000 Penalty: 4618.659180
	Iteration 19Q: 3 clusters Score -1571510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1571570.750000 Penalty: 4618.659180
	Iteration 20F: 3 clusters Score -1571571 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1571597.250000 Penalty: 4618.659180
	Iteration 21Q: 3 clusters Score -1571597 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1571626.375000 Penalty: 4618.659180
	Iteration 22Q: 3 clusters Score -1571626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1571648.250000 Penalty: 4618.659180
	Iteration 23Q: 3 clusters Score -1571648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1571663.500000 Penalty: 4618.659180
	Iteration 24Q: 3 clusters Score -1571664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1571682.375000 Penalty: 4618.659180
	Iteration 25Q: 3 clusters Score -1571682 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1571700.250000 Penalty: 4618.659180
	Iteration 26Q: 3 clusters Score -1571700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1571710.000000 Penalty: 4618.659180
	Iteration 27Q: 3 clusters Score -1571710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1571721.625000 Penalty: 4618.659180
	Iteration 28Q: 3 clusters Score -1571722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1571733.625000 Penalty: 4618.659180
	Iteration 29Q: 3 clusters Score -1571734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1571742.000000 Penalty: 4618.659180
	Iteration 30Q: 3 clusters Score -1571742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1571752.000000 Penalty: 4618.659180
	Iteration 31Q: 3 clusters Score -1571752 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1571760.250000 Penalty: 4618.659180
	Iteration 32Q: 3 clusters Score -1571760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1571767.375000 Penalty: 4618.659180
	Iteration 33Q: 3 clusters Score -1571767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1571769.000000 Penalty: 4618.659180
	Iteration 34Q: 3 clusters Score -1571769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1571772.500000 Penalty: 4618.659180
	Iteration 35Q: 3 clusters Score -1571772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1571774.625000 Penalty: 4618.659180
	Iteration 36Q: 3 clusters Score -1571775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1571772.125000 Penalty: 4618.659180
	Iteration 37Q: 3 clusters Score -1571772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1571775.375000 Penalty: 4618.659180
	Iteration 38Q: 3 clusters Score -1571775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1571781.500000 Penalty: 4618.659180
	Iteration 39Q: 3 clusters Score -1571782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1571780.375000 Penalty: 4618.659180
	Iteration 40F: 3 clusters Score -1571780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1571782.750000 Penalty: 4618.659180
	Iteration 41Q: 3 clusters Score -1571783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1571786.000000 Penalty: 4618.659180
	Iteration 42Q: 3 clusters Score -1571786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1571787.250000 Penalty: 4618.659180
	Iteration 43Q: 3 clusters Score -1571787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1571795.000000 Penalty: 4618.659180
	Iteration 44Q: 3 clusters Score -1571795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1571795.875000 Penalty: 4618.659180
	Iteration 45Q: 3 clusters Score -1571796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1571802.875000 Penalty: 4618.659180
	Iteration 46Q: 3 clusters Score -1571803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1571805.875000 Penalty: 4618.659180
	Iteration 47Q: 3 clusters Score -1571806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1571809.375000 Penalty: 4618.659180
	Iteration 48Q: 3 clusters Score -1571809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1571809.000000 Penalty: 4618.659180
	Iteration 49Q: 3 clusters Score -1571809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1571812.750000 Penalty: 4618.659180
	Iteration 50Q: 3 clusters Score -1571813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1571816.625000 Penalty: 4618.659180
	Iteration 51Q: 3 clusters Score -1571817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1571820.000000 Penalty: 4618.659180
	Iteration 52Q: 3 clusters Score -1571820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1571821.250000 Penalty: 4618.659180
	Iteration 53Q: 3 clusters Score -1571821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1571821.875000 Penalty: 4618.659180
	Iteration 54Q: 3 clusters Score -1571822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1571824.625000 Penalty: 4618.659180
	Iteration 55Q: 3 clusters Score -1571825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1571825.875000 Penalty: 4618.659180
	Iteration 56Q: 3 clusters Score -1571826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1571823.125000 Penalty: 4618.659180
	Iteration 57Q: 3 clusters Score -1571823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1571826.250000 Penalty: 4618.659180
	Iteration 58Q: 3 clusters Score -1571826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1571831.875000 Penalty: 4618.659180
	Iteration 59Q: 3 clusters Score -1571832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1571830.750000 Penalty: 4618.659180
	Iteration 60F: 3 clusters Score -1571831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1571832.250000 Penalty: 4618.659180
	Iteration 61Q: 3 clusters Score -1571832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1571835.500000 Penalty: 4618.659180
	Iteration 62Q: 3 clusters Score -1571836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1571834.750000 Penalty: 4618.659180
	Iteration 63Q: 3 clusters Score -1571835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1571840.625000 Penalty: 4618.659180
	Iteration 64Q: 3 clusters Score -1571841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1571840.500000 Penalty: 4618.659180
	Iteration 65Q: 3 clusters Score -1571840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1571843.375000 Penalty: 4618.659180
	Iteration 66Q: 3 clusters Score -1571843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1571842.625000 Penalty: 4618.659180
	Iteration 67Q: 3 clusters Score -1571843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1571842.875000 Penalty: 4618.659180
	Iteration 68Q: 3 clusters Score -1571843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1571840.375000 Penalty: 4618.659180
	Iteration 69Q: 3 clusters Score -1571840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1571845.875000 Penalty: 4618.659180
	Iteration 70Q: 3 clusters Score -1571846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1571851.000000 Penalty: 4618.659180
	Iteration 71Q: 3 clusters Score -1571851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1571857.500000 Penalty: 4618.659180
	Iteration 72Q: 3 clusters Score -1571858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1571860.375000 Penalty: 4618.659180
	Iteration 73Q: 3 clusters Score -1571860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1571861.750000 Penalty: 4618.659180
	Iteration 74Q: 3 clusters Score -1571862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1571867.125000 Penalty: 4618.659180
	Iteration 75Q: 3 clusters Score -1571867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1571870.125000 Penalty: 4618.659180
	Iteration 76Q: 3 clusters Score -1571870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1571875.125000 Penalty: 4618.659180
	Iteration 77Q: 3 clusters Score -1571875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1571883.250000 Penalty: 4618.659180
	Iteration 78Q: 3 clusters Score -1571883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1571884.250000 Penalty: 4618.659180
	Iteration 79Q: 3 clusters Score -1571884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1571893.250000 Penalty: 4618.659180
	Iteration 80F: 3 clusters Score -1571893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1571890.625000 Penalty: 4618.659180
	Iteration 81Q: 3 clusters Score -1571891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1571892.875000 Penalty: 4618.659180
	Iteration 82Q: 3 clusters Score -1571893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1571896.625000 Penalty: 4618.659180
	Iteration 83Q: 3 clusters Score -1571897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1571909.000000 Penalty: 4618.659180
	Iteration 84Q: 3 clusters Score -1571909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1571917.375000 Penalty: 4618.659180
	Iteration 85Q: 3 clusters Score -1571917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1571920.625000 Penalty: 4618.659180
	Iteration 86Q: 3 clusters Score -1571921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1571924.625000 Penalty: 4618.659180
	Iteration 87Q: 3 clusters Score -1571925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1571930.625000 Penalty: 4618.659180
	Iteration 88Q: 3 clusters Score -1571931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1571927.250000 Penalty: 4618.659180
	Iteration 89Q: 3 clusters Score -1571927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1571934.375000 Penalty: 4618.659180
	Iteration 90Q: 3 clusters Score -1571934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1571943.125000 Penalty: 4618.659180
	Iteration 91Q: 3 clusters Score -1571943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1571945.125000 Penalty: 4618.659180
	Iteration 92Q: 3 clusters Score -1571945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1571948.750000 Penalty: 4618.659180
	Iteration 93Q: 3 clusters Score -1571949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1571951.625000 Penalty: 4618.659180
	Iteration 94Q: 3 clusters Score -1571952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1571956.500000 Penalty: 4618.659180
	Iteration 95Q: 3 clusters Score -1571956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1571957.375000 Penalty: 4618.659180
	Iteration 96Q: 3 clusters Score -1571957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1571962.500000 Penalty: 4618.659180
	Iteration 97Q: 3 clusters Score -1571962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1571966.750000 Penalty: 4618.659180
	Iteration 98Q: 3 clusters Score -1571967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1571967.500000 Penalty: 4618.659180
	Iteration 99Q: 3 clusters Score -1571968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1571972.875000 Penalty: 4618.659180
	Iteration 100F: 3 clusters Score -1571973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1571971.250000 Penalty: 4618.659180
	Iteration 101Q: 3 clusters Score -1571971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1571980.125000 Penalty: 4618.659180
	Iteration 102Q: 3 clusters Score -1571980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1571983.250000 Penalty: 4618.659180
	Iteration 103Q: 3 clusters Score -1571983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1571989.625000 Penalty: 4618.659180
	Iteration 104Q: 3 clusters Score -1571990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1571987.250000 Penalty: 4618.659180
	Iteration 105Q: 3 clusters Score -1571987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1571992.250000 Penalty: 4618.659180
	Iteration 106Q: 3 clusters Score -1571992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1571995.500000 Penalty: 4618.659180
	Iteration 107Q: 3 clusters Score -1571996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1572000.875000 Penalty: 4618.659180
	Iteration 108Q: 3 clusters Score -1572001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1572008.000000 Penalty: 4618.659180
	Iteration 109Q: 3 clusters Score -1572008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1572014.125000 Penalty: 4618.659180
	Iteration 110Q: 3 clusters Score -1572014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1572019.625000 Penalty: 4618.659180
	Iteration 111Q: 3 clusters Score -1572020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1572028.375000 Penalty: 4618.659180
	Iteration 112Q: 3 clusters Score -1572028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1572026.000000 Penalty: 4618.659180
	Iteration 113Q: 3 clusters Score -1572026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1572030.375000 Penalty: 4618.659180
	Iteration 114Q: 3 clusters Score -1572030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1572030.750000 Penalty: 4618.659180
	Iteration 115Q: 3 clusters Score -1572031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1572032.750000 Penalty: 4618.659180
	Iteration 116Q: 3 clusters Score -1572033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1572034.000000 Penalty: 4618.659180
	Iteration 117Q: 3 clusters Score -1572034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1572039.250000 Penalty: 4618.659180
	Iteration 118Q: 3 clusters Score -1572039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1572047.875000 Penalty: 4618.659180
	Iteration 119Q: 3 clusters Score -1572048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1572047.375000 Penalty: 4618.659180
	Iteration 120F: 3 clusters Score -1572047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1572054.625000 Penalty: 4618.659180
	Iteration 121Q: 3 clusters Score -1572055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1572056.500000 Penalty: 4618.659180
	Iteration 122Q: 3 clusters Score -1572056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1572063.500000 Penalty: 4618.659180
	Iteration 123Q: 3 clusters Score -1572064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1572060.625000 Penalty: 4618.659180
	Iteration 124Q: 3 clusters Score -1572061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1572063.000000 Penalty: 4618.659180
	Iteration 125Q: 3 clusters Score -1572063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1572065.500000 Penalty: 4618.659180
	Iteration 126Q: 3 clusters Score -1572066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1572065.750000 Penalty: 4618.659180
	Iteration 127Q: 3 clusters Score -1572066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1572067.750000 Penalty: 4618.659180
	Iteration 128Q: 3 clusters Score -1572068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1572068.250000 Penalty: 4618.659180
	Iteration 129Q: 3 clusters Score -1572068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1572067.875000 Penalty: 4618.659180
	Iteration 130Q: 3 clusters Score -1572068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1572066.875000 Penalty: 4618.659180
	Iteration 131Q: 3 clusters Score -1572067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1572068.250000 Penalty: 4618.659180
	Iteration 132Q: 3 clusters Score -1572068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1572069.500000 Penalty: 4618.659180
	Iteration 133Q: 3 clusters Score -1572070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1572067.875000 Penalty: 4618.659180
	Iteration 134Q: 3 clusters Score -1572068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1572068.875000 Penalty: 4618.659180
	Iteration 135Q: 3 clusters Score -1572069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1572068.875000 Penalty: 4618.659180
	Iteration 136F: 3 clusters Score -1572069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Entering Unmasked Estep 
Score: -3433995.750000 Penalty: 2503.236328
	Iteration 0F: 2 clusters Score -3433996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -3417290.500000 Penalty: 5006.472656
	Iteration 0F: 3 clusters Score -3417290 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -3423017.500000 Penalty: 5006.472656
	Iteration 1F: 3 clusters Score -3423018 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -3423369.750000 Penalty: 5006.472656
	Iteration 2Q: 3 clusters Score -3423370 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3423691.500000 Penalty: 5006.472656
	Iteration 3Q: 3 clusters Score -3423692 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3424055.750000 Penalty: 5006.472656
	Iteration 4Q: 3 clusters Score -3424056 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3424466.750000 Penalty: 5006.472656
	Iteration 5Q: 3 clusters Score -3424467 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3424954.250000 Penalty: 5006.472656
	Iteration 6Q: 3 clusters Score -3424954 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -3425563.500000 Penalty: 5006.472656
	Iteration 7Q: 3 clusters Score -3425564 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3426313.250000 Penalty: 5006.472656
	Iteration 8F: 3 clusters Score -3426313 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3427177.750000 Penalty: 5006.472656
	Iteration 9F: 3 clusters Score -3427178 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3428121.500000 Penalty: 5006.472656
	Iteration 10F: 3 clusters Score -3428122 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3428873.750000 Penalty: 5006.472656
	Iteration 11Q: 3 clusters Score -3428874 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3429422.500000 Penalty: 5006.472656
	Iteration 12Q: 3 clusters Score -3429422 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3429818.250000 Penalty: 5006.472656
	Iteration 13Q: 3 clusters Score -3429818 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -3430187.000000 Penalty: 5006.472656
	Iteration 14Q: 3 clusters Score -3430187 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3430426.000000 Penalty: 5006.472656
	Iteration 15Q: 3 clusters Score -3430426 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3430603.250000 Penalty: 5006.472656
	Iteration 16Q: 3 clusters Score -3430603 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3430733.500000 Penalty: 5006.472656
	Iteration 17Q: 3 clusters Score -3430734 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3430855.750000 Penalty: 5006.472656
	Iteration 18Q: 3 clusters Score -3430856 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3430977.250000 Penalty: 5006.472656
	Iteration 19Q: 3 clusters Score -3430977 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3431071.250000 Penalty: 5006.472656
	Iteration 20F: 3 clusters Score -3431071 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3431170.500000 Penalty: 5006.472656
	Iteration 21Q: 3 clusters Score -3431170 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3431245.750000 Penalty: 5006.472656
	Iteration 22Q: 3 clusters Score -3431246 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3431312.500000 Penalty: 5006.472656
	Iteration 23Q: 3 clusters Score -3431312 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3431346.000000 Penalty: 5006.472656
	Iteration 24Q: 3 clusters Score -3431346 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3431394.500000 Penalty: 5006.472656
	Iteration 25Q: 3 clusters Score -3431394 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3431436.750000 Penalty: 5006.472656
	Iteration 26Q: 3 clusters Score -3431437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3431475.250000 Penalty: 5006.472656
	Iteration 27Q: 3 clusters Score -3431475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3431512.000000 Penalty: 5006.472656
	Iteration 28Q: 3 clusters Score -3431512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3431534.750000 Penalty: 5006.472656
	Iteration 29Q: 3 clusters Score -3431535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3431554.250000 Penalty: 5006.472656
	Iteration 30Q: 3 clusters Score -3431554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3431571.000000 Penalty: 5006.472656
	Iteration 31Q: 3 clusters Score -3431571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3431590.500000 Penalty: 5006.472656
	Iteration 32Q: 3 clusters Score -3431590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3431611.750000 Penalty: 5006.472656
	Iteration 33Q: 3 clusters Score -3431612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3431630.500000 Penalty: 5006.472656
	Iteration 34Q: 3 clusters Score -3431630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3431647.500000 Penalty: 5006.472656
	Iteration 35Q: 3 clusters Score -3431648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3431664.250000 Penalty: 5006.472656
	Iteration 36Q: 3 clusters Score -3431664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3431676.250000 Penalty: 5006.472656
	Iteration 37Q: 3 clusters Score -3431676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3431688.500000 Penalty: 5006.472656
	Iteration 38Q: 3 clusters Score -3431688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3431696.750000 Penalty: 5006.472656
	Iteration 39Q: 3 clusters Score -3431697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3431706.750000 Penalty: 5006.472656
	Iteration 40F: 3 clusters Score -3431707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3431715.750000 Penalty: 5006.472656
	Iteration 41Q: 3 clusters Score -3431716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3431717.250000 Penalty: 5006.472656
	Iteration 42Q: 3 clusters Score -3431717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3431719.000000 Penalty: 5006.472656
	Iteration 43Q: 3 clusters Score -3431719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3431721.500000 Penalty: 5006.472656
	Iteration 44Q: 3 clusters Score -3431722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3431727.250000 Penalty: 5006.472656
	Iteration 45Q: 3 clusters Score -3431727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3431728.750000 Penalty: 5006.472656
	Iteration 46Q: 3 clusters Score -3431729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3431730.750000 Penalty: 5006.472656
	Iteration 47Q: 3 clusters Score -3431731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3431732.250000 Penalty: 5006.472656
	Iteration 48Q: 3 clusters Score -3431732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3431731.750000 Penalty: 5006.472656
	Iteration 49Q: 3 clusters Score -3431732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3431732.500000 Penalty: 5006.472656
	Iteration 50Q: 3 clusters Score -3431732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3431732.500000 Penalty: 5006.472656
	Iteration 51F: 3 clusters Score -3431732 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61711.664062 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61711.66 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61901.867188 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61901.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61995.839844 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61995.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62053.628906 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62053.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62127.894531 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62127.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62238.347656 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62238.35 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62369.699219 Penalty: 3116.930664
	Iteration 6F: 3 clusters Score -62369.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62512.929688 Penalty: 3116.930664
	Iteration 7F: 3 clusters Score -62512.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62707.968750 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -62707.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62860.820312 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62860.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62886.222656 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62886.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62891.875000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62891.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62891.875000 Penalty: 3116.930664
	Iteration 12F: 3 clusters Score -62891.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Entering Unmasked Estep 
Score: -4198934.000000 Penalty: 2553.349854
	Iteration 0F: 2 clusters Score -4198934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4178659.500000 Penalty: 5106.699707
	Iteration 0F: 3 clusters Score -4178660 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -4185885.750000 Penalty: 5106.699707
	Iteration 1F: 3 clusters Score -4185886 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4186269.000000 Penalty: 5106.699707
	Iteration 2Q: 3 clusters Score -4186269 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4186573.000000 Penalty: 5106.699707
	Iteration 3Q: 3 clusters Score -4186573 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -4186881.000000 Penalty: 5106.699707
	Iteration 4Q: 3 clusters Score -4186881 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4187189.000000 Penalty: 5106.699707
	Iteration 5Q: 3 clusters Score -4187189 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4187554.250000 Penalty: 5106.699707
	Iteration 6Q: 3 clusters Score -4187554 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4188039.000000 Penalty: 5106.699707
	Iteration 7Q: 3 clusters Score -4188039 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4188736.500000 Penalty: 5106.699707
	Iteration 8Q: 3 clusters Score -4188736 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -4189797.000000 Penalty: 5106.699707
	Iteration 9F: 3 clusters Score -4189797 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4191268.250000 Penalty: 5106.699707
	Iteration 10F: 3 clusters Score -4191268 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4192937.750000 Penalty: 5106.699707
	Iteration 11F: 3 clusters Score -4192938 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4194368.000000 Penalty: 5106.699707
	Iteration 12F: 3 clusters Score -4194368 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -4195349.000000 Penalty: 5106.699707
	Iteration 13Q: 3 clusters Score -4195349 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4195942.500000 Penalty: 5106.699707
	Iteration 14Q: 3 clusters Score -4195942 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -4196265.000000 Penalty: 5106.699707
	Iteration 15Q: 3 clusters Score -4196265 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4196431.000000 Penalty: 5106.699707
	Iteration 16Q: 3 clusters Score -4196431 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4196543.500000 Penalty: 5106.699707
	Iteration 17Q: 3 clusters Score -4196544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4196627.000000 Penalty: 5106.699707
	Iteration 18Q: 3 clusters Score -4196627 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4196666.500000 Penalty: 5106.699707
	Iteration 19Q: 3 clusters Score -4196666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -4196707.500000 Penalty: 5106.699707
	Iteration 20F: 3 clusters Score -4196708 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4196729.000000 Penalty: 5106.699707
	Iteration 21Q: 3 clusters Score -4196729 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4196757.000000 Penalty: 5106.699707
	Iteration 22Q: 3 clusters Score -4196757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -4196773.000000 Penalty: 5106.699707
	Iteration 23Q: 3 clusters Score -4196773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -4196791.000000 Penalty: 5106.699707
	Iteration 24Q: 3 clusters Score -4196791 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4196801.500000 Penalty: 5106.699707
	Iteration 25Q: 3 clusters Score -4196802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -4196804.000000 Penalty: 5106.699707
	Iteration 26Q: 3 clusters Score -4196804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4196821.000000 Penalty: 5106.699707
	Iteration 27Q: 3 clusters Score -4196821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -4196826.500000 Penalty: 5106.699707
	Iteration 28Q: 3 clusters Score -4196826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4196832.500000 Penalty: 5106.699707
	Iteration 29Q: 3 clusters Score -4196832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -4196834.000000 Penalty: 5106.699707
	Iteration 30Q: 3 clusters Score -4196834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -4196834.000000 Penalty: 5106.699707
	Iteration 31Q: 3 clusters Score -4196834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4196835.500000 Penalty: 5106.699707
	Iteration 32Q: 3 clusters Score -4196836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4196843.500000 Penalty: 5106.699707
	Iteration 33Q: 3 clusters Score -4196844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -4196845.000000 Penalty: 5106.699707
	Iteration 34Q: 3 clusters Score -4196845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -4196842.500000 Penalty: 5106.699707
	Iteration 35Q: 3 clusters Score -4196842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4196844.500000 Penalty: 5106.699707
	Iteration 36Q: 3 clusters Score -4196844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -4196847.000000 Penalty: 5106.699707
	Iteration 37Q: 3 clusters Score -4196847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4196850.500000 Penalty: 5106.699707
	Iteration 38Q: 3 clusters Score -4196850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -4196848.500000 Penalty: 5106.699707
	Iteration 39Q: 3 clusters Score -4196848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4196844.500000 Penalty: 5106.699707
	Iteration 40F: 3 clusters Score -4196844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4196851.000000 Penalty: 5106.699707
	Iteration 41Q: 3 clusters Score -4196851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4196859.500000 Penalty: 5106.699707
	Iteration 42Q: 3 clusters Score -4196860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4196864.000000 Penalty: 5106.699707
	Iteration 43Q: 3 clusters Score -4196864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4196873.500000 Penalty: 5106.699707
	Iteration 44Q: 3 clusters Score -4196874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -4196877.500000 Penalty: 5106.699707
	Iteration 45Q: 3 clusters Score -4196878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4196883.000000 Penalty: 5106.699707
	Iteration 46Q: 3 clusters Score -4196883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4196884.500000 Penalty: 5106.699707
	Iteration 47Q: 3 clusters Score -4196884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4196885.000000 Penalty: 5106.699707
	Iteration 48Q: 3 clusters Score -4196885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4196885.500000 Penalty: 5106.699707
	Iteration 49Q: 3 clusters Score -4196886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4196884.000000 Penalty: 5106.699707
	Iteration 50Q: 3 clusters Score -4196884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -4196887.500000 Penalty: 5106.699707
	Iteration 51Q: 3 clusters Score -4196888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -4196885.500000 Penalty: 5106.699707
	Iteration 52Q: 3 clusters Score -4196886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4196887.500000 Penalty: 5106.699707
	Iteration 53Q: 3 clusters Score -4196888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4196887.500000 Penalty: 5106.699707
	Iteration 54F: 3 clusters Score -4196888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 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 336 members 
Entering Unmasked Estep 
Score: -84883.023438 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84883.02 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85141.710938 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85141.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85223.304688 Penalty: 3242.917236
	Iteration 2Q: 3 clusters Score -85223.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85271.890625 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85271.89 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85335.796875 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85335.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85422.648438 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85422.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85461.625000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85461.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85497.273438 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85497.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85525.937500 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85525.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85545.593750 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85545.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85563.960938 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85563.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85576.703125 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85576.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85585.835938 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85585.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85593.031250 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85593.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85596.242188 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85596.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85601.265625 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85601.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85608.054688 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -85608.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85622.218750 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -85622.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85643.929688 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -85643.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85674.328125 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -85674.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85710.648438 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -85710.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85718.187500 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -85718.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85726.421875 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -85726.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85731.523438 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -85731.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85735.078125 Penalty: 3242.917236
	Iteration 24Q: 3 clusters Score -85735.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85735.078125 Penalty: 3242.917236
	Iteration 25F: 3 clusters Score -85735.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Entering Unmasked Estep 
Score: -3012913.000000 Penalty: 2471.216553
	Iteration 0F: 2 clusters Score -3012913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2997964.250000 Penalty: 4942.433105
	Iteration 0F: 3 clusters Score -2997964 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3003116.000000 Penalty: 4942.433105
	Iteration 1F: 3 clusters Score -3003116 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3003561.000000 Penalty: 4942.433105
	Iteration 2F: 3 clusters Score -3003561 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3003962.750000 Penalty: 4942.433105
	Iteration 3Q: 3 clusters Score -3003963 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3004385.250000 Penalty: 4942.433105
	Iteration 4Q: 3 clusters Score -3004385 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -3004853.250000 Penalty: 4942.433105
	Iteration 5Q: 3 clusters Score -3004853 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3005460.000000 Penalty: 4942.433105
	Iteration 6Q: 3 clusters Score -3005460 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3006217.500000 Penalty: 4942.433105
	Iteration 7F: 3 clusters Score -3006218 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3007105.500000 Penalty: 4942.433105
	Iteration 8F: 3 clusters Score -3007106 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3008034.000000 Penalty: 4942.433105
	Iteration 9F: 3 clusters Score -3008034 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3008837.500000 Penalty: 4942.433105
	Iteration 10Q: 3 clusters Score -3008838 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3009476.500000 Penalty: 4942.433105
	Iteration 11Q: 3 clusters Score -3009476 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3009934.500000 Penalty: 4942.433105
	Iteration 12Q: 3 clusters Score -3009934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3010233.750000 Penalty: 4942.433105
	Iteration 13Q: 3 clusters Score -3010234 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3010404.500000 Penalty: 4942.433105
	Iteration 14Q: 3 clusters Score -3010404 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3010524.250000 Penalty: 4942.433105
	Iteration 15Q: 3 clusters Score -3010524 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3010603.750000 Penalty: 4942.433105
	Iteration 16Q: 3 clusters Score -3010604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3010655.500000 Penalty: 4942.433105
	Iteration 17Q: 3 clusters Score -3010656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3010700.750000 Penalty: 4942.433105
	Iteration 18Q: 3 clusters Score -3010701 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3010728.500000 Penalty: 4942.433105
	Iteration 19Q: 3 clusters Score -3010728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3010753.500000 Penalty: 4942.433105
	Iteration 20F: 3 clusters Score -3010754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3010771.250000 Penalty: 4942.433105
	Iteration 21Q: 3 clusters Score -3010771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3010782.500000 Penalty: 4942.433105
	Iteration 22Q: 3 clusters Score -3010782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3010784.250000 Penalty: 4942.433105
	Iteration 23Q: 3 clusters Score -3010784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3010788.250000 Penalty: 4942.433105
	Iteration 24Q: 3 clusters Score -3010788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3010793.250000 Penalty: 4942.433105
	Iteration 25Q: 3 clusters Score -3010793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3010796.750000 Penalty: 4942.433105
	Iteration 26Q: 3 clusters Score -3010797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3010802.250000 Penalty: 4942.433105
	Iteration 27Q: 3 clusters Score -3010802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3010804.500000 Penalty: 4942.433105
	Iteration 28Q: 3 clusters Score -3010804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3010815.250000 Penalty: 4942.433105
	Iteration 29Q: 3 clusters Score -3010815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3010819.750000 Penalty: 4942.433105
	Iteration 30Q: 3 clusters Score -3010820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3010822.500000 Penalty: 4942.433105
	Iteration 31Q: 3 clusters Score -3010822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3010827.000000 Penalty: 4942.433105
	Iteration 32Q: 3 clusters Score -3010827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3010827.250000 Penalty: 4942.433105
	Iteration 33Q: 3 clusters Score -3010827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3010828.000000 Penalty: 4942.433105
	Iteration 34Q: 3 clusters Score -3010828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3010830.250000 Penalty: 4942.433105
	Iteration 35Q: 3 clusters Score -3010830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3010834.500000 Penalty: 4942.433105
	Iteration 36Q: 3 clusters Score -3010834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3010834.500000 Penalty: 4942.433105
	Iteration 37Q: 3 clusters Score -3010834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3010834.500000 Penalty: 4942.433105
	Iteration 38F: 3 clusters Score -3010834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Entering Unmasked Estep 
Score: -4556381.000000 Penalty: 2573.816406
	Iteration 0F: 2 clusters Score -4556381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -4534534.500000 Penalty: 5147.632812
	Iteration 0F: 3 clusters Score -4534534 nChanged 14507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -4542193.000000 Penalty: 5147.632812
	Iteration 1F: 3 clusters Score -4542193 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4542572.000000 Penalty: 5147.632812
	Iteration 2Q: 3 clusters Score -4542572 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4542871.500000 Penalty: 5147.632812
	Iteration 3Q: 3 clusters Score -4542872 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -4543146.500000 Penalty: 5147.632812
	Iteration 4Q: 3 clusters Score -4543146 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4543372.000000 Penalty: 5147.632812
	Iteration 5Q: 3 clusters Score -4543372 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4543618.000000 Penalty: 5147.632812
	Iteration 6Q: 3 clusters Score -4543618 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4543958.000000 Penalty: 5147.632812
	Iteration 7Q: 3 clusters Score -4543958 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -4544336.000000 Penalty: 5147.632812
	Iteration 8Q: 3 clusters Score -4544336 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4544862.500000 Penalty: 5147.632812
	Iteration 9Q: 3 clusters Score -4544862 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4545580.500000 Penalty: 5147.632812
	Iteration 10Q: 3 clusters Score -4545580 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4546652.500000 Penalty: 5147.632812
	Iteration 11F: 3 clusters Score -4546652 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4548149.000000 Penalty: 5147.632812
	Iteration 12F: 3 clusters Score -4548149 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4549847.500000 Penalty: 5147.632812
	Iteration 13F: 3 clusters Score -4549848 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4551464.000000 Penalty: 5147.632812
	Iteration 14F: 3 clusters Score -4551464 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4552596.000000 Penalty: 5147.632812
	Iteration 15Q: 3 clusters Score -4552596 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -4553307.000000 Penalty: 5147.632812
	Iteration 16Q: 3 clusters Score -4553307 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4553702.500000 Penalty: 5147.632812
	Iteration 17Q: 3 clusters Score -4553702 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4553945.000000 Penalty: 5147.632812
	Iteration 18Q: 3 clusters Score -4553945 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4554052.000000 Penalty: 5147.632812
	Iteration 19Q: 3 clusters Score -4554052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4554116.500000 Penalty: 5147.632812
	Iteration 20F: 3 clusters Score -4554116 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4554193.000000 Penalty: 5147.632812
	Iteration 21Q: 3 clusters Score -4554193 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4554227.500000 Penalty: 5147.632812
	Iteration 22Q: 3 clusters Score -4554228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4554262.000000 Penalty: 5147.632812
	Iteration 23Q: 3 clusters Score -4554262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4554280.500000 Penalty: 5147.632812
	Iteration 24Q: 3 clusters Score -4554280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4554302.500000 Penalty: 5147.632812
	Iteration 25Q: 3 clusters Score -4554302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4554323.500000 Penalty: 5147.632812
	Iteration 26Q: 3 clusters Score -4554324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4554330.500000 Penalty: 5147.632812
	Iteration 27Q: 3 clusters Score -4554330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4554349.500000 Penalty: 5147.632812
	Iteration 28Q: 3 clusters Score -4554350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4554353.000000 Penalty: 5147.632812
	Iteration 29Q: 3 clusters Score -4554353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4554358.000000 Penalty: 5147.632812
	Iteration 30Q: 3 clusters Score -4554358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4554368.000000 Penalty: 5147.632812
	Iteration 31Q: 3 clusters Score -4554368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4554375.500000 Penalty: 5147.632812
	Iteration 32Q: 3 clusters Score -4554376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4554379.500000 Penalty: 5147.632812
	Iteration 33Q: 3 clusters Score -4554380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4554378.500000 Penalty: 5147.632812
	Iteration 34Q: 3 clusters Score -4554378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4554381.500000 Penalty: 5147.632812
	Iteration 35Q: 3 clusters Score -4554382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4554381.500000 Penalty: 5147.632812
	Iteration 36Q: 3 clusters Score -4554382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4554379.500000 Penalty: 5147.632812
	Iteration 37Q: 3 clusters Score -4554380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4554385.500000 Penalty: 5147.632812
	Iteration 38Q: 3 clusters Score -4554386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4554380.000000 Penalty: 5147.632812
	Iteration 39Q: 3 clusters Score -4554380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4554385.000000 Penalty: 5147.632812
	Iteration 40F: 3 clusters Score -4554385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4554387.500000 Penalty: 5147.632812
	Iteration 41Q: 3 clusters Score -4554388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4554388.000000 Penalty: 5147.632812
	Iteration 42Q: 3 clusters Score -4554388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4554388.500000 Penalty: 5147.632812
	Iteration 43Q: 3 clusters Score -4554388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4554391.500000 Penalty: 5147.632812
	Iteration 44Q: 3 clusters Score -4554392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4554392.500000 Penalty: 5147.632812
	Iteration 45Q: 3 clusters Score -4554392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4554394.000000 Penalty: 5147.632812
	Iteration 46Q: 3 clusters Score -4554394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4554394.000000 Penalty: 5147.632812
	Iteration 47Q: 3 clusters Score -4554394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4554399.000000 Penalty: 5147.632812
	Iteration 48Q: 3 clusters Score -4554399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4554395.000000 Penalty: 5147.632812
	Iteration 49Q: 3 clusters Score -4554395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4554396.500000 Penalty: 5147.632812
	Iteration 50Q: 3 clusters Score -4554396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4554397.500000 Penalty: 5147.632812
	Iteration 51Q: 3 clusters Score -4554398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4554403.500000 Penalty: 5147.632812
	Iteration 52Q: 3 clusters Score -4554404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4554398.500000 Penalty: 5147.632812
	Iteration 53Q: 3 clusters Score -4554398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4554394.500000 Penalty: 5147.632812
	Iteration 54Q: 3 clusters Score -4554394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4554394.500000 Penalty: 5147.632812
	Iteration 55F: 3 clusters Score -4554394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -15449.261719 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15449.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15460.818359 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15460.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15460.818359 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15460.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -273270.250000 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -273270.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -270642.125000 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -270642.1 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -271124.781250 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -271124.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -271247.125000 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -271247.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -271319.531250 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -271319.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -271363.343750 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -271363.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271390.406250 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -271390.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271401.500000 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -271401.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271408.031250 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -271408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271413.562500 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -271413.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -271417.281250 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -271417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -271418.437500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -271418.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -271420.000000 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -271420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271422.031250 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -271422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -271425.093750 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -271425.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -271426.125000 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -271426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -271426.125000 Penalty: 3766.063721
	Iteration 15F: 3 clusters Score -271426.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78258.007812 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78258.01 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -78659.929688 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78659.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78927.515625 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78927.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79170.414062 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -79170.41 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79369.906250 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -79369.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79482.585938 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -79482.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79517.437500 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -79517.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -79547.796875 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -79547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -79575.367188 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79575.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79582.906250 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79582.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79585.500000 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -79585.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -79585.500000 Penalty: 3219.398926
	Iteration 11F: 3 clusters Score -79585.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Entering Unmasked Estep 
Score: -4349881.000000 Penalty: 2570.938232
	Iteration 0F: 2 clusters Score -4349881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -4328134.500000 Penalty: 5141.876465
	Iteration 0F: 3 clusters Score -4328134 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -4335781.000000 Penalty: 5141.876465
	Iteration 1F: 3 clusters Score -4335781 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4336160.500000 Penalty: 5141.876465
	Iteration 2Q: 3 clusters Score -4336160 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -4336498.500000 Penalty: 5141.876465
	Iteration 3Q: 3 clusters Score -4336498 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -4336853.000000 Penalty: 5141.876465
	Iteration 4Q: 3 clusters Score -4336853 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4337299.500000 Penalty: 5141.876465
	Iteration 5Q: 3 clusters Score -4337300 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4337816.000000 Penalty: 5141.876465
	Iteration 6Q: 3 clusters Score -4337816 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4338519.000000 Penalty: 5141.876465
	Iteration 7Q: 3 clusters Score -4338519 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4339540.000000 Penalty: 5141.876465
	Iteration 8F: 3 clusters Score -4339540 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4340890.500000 Penalty: 5141.876465
	Iteration 9F: 3 clusters Score -4340890 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4342520.500000 Penalty: 5141.876465
	Iteration 10F: 3 clusters Score -4342520 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4344204.500000 Penalty: 5141.876465
	Iteration 11F: 3 clusters Score -4344204 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4345656.500000 Penalty: 5141.876465
	Iteration 12F: 3 clusters Score -4345656 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4346679.000000 Penalty: 5141.876465
	Iteration 13Q: 3 clusters Score -4346679 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4347196.000000 Penalty: 5141.876465
	Iteration 14Q: 3 clusters Score -4347196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4347419.000000 Penalty: 5141.876465
	Iteration 15Q: 3 clusters Score -4347419 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4347538.500000 Penalty: 5141.876465
	Iteration 16Q: 3 clusters Score -4347538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4347594.500000 Penalty: 5141.876465
	Iteration 17Q: 3 clusters Score -4347594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4347624.500000 Penalty: 5141.876465
	Iteration 18Q: 3 clusters Score -4347624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4347639.500000 Penalty: 5141.876465
	Iteration 19Q: 3 clusters Score -4347640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4347655.000000 Penalty: 5141.876465
	Iteration 20F: 3 clusters Score -4347655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4347658.000000 Penalty: 5141.876465
	Iteration 21Q: 3 clusters Score -4347658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -4347668.000000 Penalty: 5141.876465
	Iteration 22Q: 3 clusters Score -4347668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4347674.000000 Penalty: 5141.876465
	Iteration 23Q: 3 clusters Score -4347674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4347681.500000 Penalty: 5141.876465
	Iteration 24Q: 3 clusters Score -4347682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4347680.500000 Penalty: 5141.876465
	Iteration 25Q: 3 clusters Score -4347680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4347683.000000 Penalty: 5141.876465
	Iteration 26Q: 3 clusters Score -4347683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4347683.000000 Penalty: 5141.876465
	Iteration 27Q: 3 clusters Score -4347683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4347683.000000 Penalty: 5141.876465
	Iteration 28F: 3 clusters Score -4347683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Entering Unmasked Estep 
Score: -4556971.000000 Penalty: 2573.623535
	Iteration 0F: 2 clusters Score -4556971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -4535022.500000 Penalty: 5147.247070
	Iteration 0F: 3 clusters Score -4535022 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -4543034.500000 Penalty: 5147.247070
	Iteration 1F: 3 clusters Score -4543034 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4543621.000000 Penalty: 5147.247070
	Iteration 2Q: 3 clusters Score -4543621 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -4544450.500000 Penalty: 5147.247070
	Iteration 3F: 3 clusters Score -4544450 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4545601.500000 Penalty: 5147.247070
	Iteration 4F: 3 clusters Score -4545602 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4547405.500000 Penalty: 5147.247070
	Iteration 5F: 3 clusters Score -4547406 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4549762.500000 Penalty: 5147.247070
	Iteration 6F: 3 clusters Score -4549762 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4552051.500000 Penalty: 5147.247070
	Iteration 7F: 3 clusters Score -4552052 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -4553648.000000 Penalty: 5147.247070
	Iteration 8Q: 3 clusters Score -4553648 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4554392.000000 Penalty: 5147.247070
	Iteration 9Q: 3 clusters Score -4554392 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -4554709.000000 Penalty: 5147.247070
	Iteration 10Q: 3 clusters Score -4554709 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4554886.000000 Penalty: 5147.247070
	Iteration 11Q: 3 clusters Score -4554886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -4554958.000000 Penalty: 5147.247070
	Iteration 12Q: 3 clusters Score -4554958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -4554998.000000 Penalty: 5147.247070
	Iteration 13Q: 3 clusters Score -4554998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4555013.000000 Penalty: 5147.247070
	Iteration 14Q: 3 clusters Score -4555013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4555025.000000 Penalty: 5147.247070
	Iteration 15Q: 3 clusters Score -4555025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4555038.000000 Penalty: 5147.247070
	Iteration 16Q: 3 clusters Score -4555038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4555040.000000 Penalty: 5147.247070
	Iteration 17Q: 3 clusters Score -4555040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4555037.500000 Penalty: 5147.247070
	Iteration 18Q: 3 clusters Score -4555038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -4555042.000000 Penalty: 5147.247070
	Iteration 19Q: 3 clusters Score -4555042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4555044.000000 Penalty: 5147.247070
	Iteration 20F: 3 clusters Score -4555044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -4555040.000000 Penalty: 5147.247070
	Iteration 21Q: 3 clusters Score -4555040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4555038.500000 Penalty: 5147.247070
	Iteration 22Q: 3 clusters Score -4555038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -4555042.000000 Penalty: 5147.247070
	Iteration 23Q: 3 clusters Score -4555042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4555043.000000 Penalty: 5147.247070
	Iteration 24Q: 3 clusters Score -4555043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -4555048.500000 Penalty: 5147.247070
	Iteration 25Q: 3 clusters Score -4555048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4555056.500000 Penalty: 5147.247070
	Iteration 26Q: 3 clusters Score -4555056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -4555054.500000 Penalty: 5147.247070
	Iteration 27Q: 3 clusters Score -4555054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -4555061.500000 Penalty: 5147.247070
	Iteration 28Q: 3 clusters Score -4555062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4555061.500000 Penalty: 5147.247070
	Iteration 29Q: 3 clusters Score -4555062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4555057.500000 Penalty: 5147.247070
	Iteration 30Q: 3 clusters Score -4555058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4555057.500000 Penalty: 5147.247070
	Iteration 31F: 3 clusters Score -4555058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191385.968750 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189200.906250 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189200.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -189636.906250 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189636.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189806.265625 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -189806.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -189979.562500 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -189979.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -190158.437500 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -190158.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -190320.187500 Penalty: 3606.420166
	Iteration 5F: 3 clusters Score -190320.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190451.656250 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -190451.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -190525.625000 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -190525.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -190562.625000 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -190562.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -190604.562500 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -190604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -190624.953125 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -190625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -190644.187500 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -190644.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -190665.500000 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -190665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190679.390625 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -190679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -190687.296875 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -190687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -190694.328125 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -190694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -190699.171875 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -190699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -190706.953125 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -190707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -190710.000000 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -190710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -190710.828125 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -190710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -190712.578125 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -190712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -190715.281250 Penalty: 3606.420166
	Iteration 21Q: 3 clusters Score -190715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -190715.281250 Penalty: 3606.420166
	Iteration 22F: 3 clusters Score -190715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Entering Unmasked Estep 
Score: -3457793.250000 Penalty: 2505.125732
	Iteration 0F: 2 clusters Score -3457793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -3440834.000000 Penalty: 5010.251465
	Iteration 0F: 3 clusters Score -3440834 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3446697.500000 Penalty: 5010.251465
	Iteration 1F: 3 clusters Score -3446698 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3447089.750000 Penalty: 5010.251465
	Iteration 2Q: 3 clusters Score -3447090 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3447486.750000 Penalty: 5010.251465
	Iteration 3Q: 3 clusters Score -3447487 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -3447902.250000 Penalty: 5010.251465
	Iteration 4Q: 3 clusters Score -3447902 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3448316.750000 Penalty: 5010.251465
	Iteration 5Q: 3 clusters Score -3448317 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3448841.750000 Penalty: 5010.251465
	Iteration 6Q: 3 clusters Score -3448842 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3449594.250000 Penalty: 5010.251465
	Iteration 7F: 3 clusters Score -3449594 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3450652.000000 Penalty: 5010.251465
	Iteration 8F: 3 clusters Score -3450652 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3452014.000000 Penalty: 5010.251465
	Iteration 9F: 3 clusters Score -3452014 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3453292.250000 Penalty: 5010.251465
	Iteration 10F: 3 clusters Score -3453292 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3454314.750000 Penalty: 5010.251465
	Iteration 11Q: 3 clusters Score -3454315 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3454921.250000 Penalty: 5010.251465
	Iteration 12Q: 3 clusters Score -3454921 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3455227.250000 Penalty: 5010.251465
	Iteration 13Q: 3 clusters Score -3455227 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3455381.250000 Penalty: 5010.251465
	Iteration 14Q: 3 clusters Score -3455381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3455455.000000 Penalty: 5010.251465
	Iteration 15Q: 3 clusters Score -3455455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3455497.500000 Penalty: 5010.251465
	Iteration 16Q: 3 clusters Score -3455498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3455524.500000 Penalty: 5010.251465
	Iteration 17Q: 3 clusters Score -3455524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3455532.500000 Penalty: 5010.251465
	Iteration 18Q: 3 clusters Score -3455532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3455538.000000 Penalty: 5010.251465
	Iteration 19Q: 3 clusters Score -3455538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3455538.750000 Penalty: 5010.251465
	Iteration 20F: 3 clusters Score -3455539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3455539.750000 Penalty: 5010.251465
	Iteration 21Q: 3 clusters Score -3455540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3455548.250000 Penalty: 5010.251465
	Iteration 22Q: 3 clusters Score -3455548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3455555.500000 Penalty: 5010.251465
	Iteration 23Q: 3 clusters Score -3455556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3455565.250000 Penalty: 5010.251465
	Iteration 24Q: 3 clusters Score -3455565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3455578.500000 Penalty: 5010.251465
	Iteration 25Q: 3 clusters Score -3455578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3455581.000000 Penalty: 5010.251465
	Iteration 26Q: 3 clusters Score -3455581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3455588.000000 Penalty: 5010.251465
	Iteration 27Q: 3 clusters Score -3455588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3455596.750000 Penalty: 5010.251465
	Iteration 28Q: 3 clusters Score -3455597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3455596.750000 Penalty: 5010.251465
	Iteration 29Q: 3 clusters Score -3455597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3455600.750000 Penalty: 5010.251465
	Iteration 30Q: 3 clusters Score -3455601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3455611.000000 Penalty: 5010.251465
	Iteration 31Q: 3 clusters Score -3455611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3455613.750000 Penalty: 5010.251465
	Iteration 32Q: 3 clusters Score -3455614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3455617.500000 Penalty: 5010.251465
	Iteration 33Q: 3 clusters Score -3455618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3455617.500000 Penalty: 5010.251465
	Iteration 34F: 3 clusters Score -3455618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Entering Unmasked Estep 
Score: -11412106.000000 Penalty: 2803.102783
	Iteration 0F: 2 clusters Score -1.141211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -11357852.000000 Penalty: 5606.205566
	Iteration 0F: 3 clusters Score -1.135785e+07 nChanged 38174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -11379690.000000 Penalty: 5606.205566
	Iteration 1F: 3 clusters Score -1.137969e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -11380477.000000 Penalty: 5606.205566
	Iteration 2Q: 3 clusters Score -1.138048e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -11381436.000000 Penalty: 5606.205566
	Iteration 3Q: 3 clusters Score -1.138144e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -11382531.000000 Penalty: 5606.205566
	Iteration 4Q: 3 clusters Score -1.138253e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -11384008.000000 Penalty: 5606.205566
	Iteration 5Q: 3 clusters Score -1.138401e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -11385953.000000 Penalty: 5606.205566
	Iteration 6Q: 3 clusters Score -1.138595e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -11388415.000000 Penalty: 5606.205566
	Iteration 7F: 3 clusters Score -1.138842e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -11391578.000000 Penalty: 5606.205566
	Iteration 8F: 3 clusters Score -1.139158e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -11395113.000000 Penalty: 5606.205566
	Iteration 9F: 3 clusters Score -1.139511e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -11398226.000000 Penalty: 5606.205566
	Iteration 10F: 3 clusters Score -1.139823e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -11399889.000000 Penalty: 5606.205566
	Iteration 11Q: 3 clusters Score -1.139989e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -11400612.000000 Penalty: 5606.205566
	Iteration 12Q: 3 clusters Score -1.140061e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -11401136.000000 Penalty: 5606.205566
	Iteration 13Q: 3 clusters Score -1.140114e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -11401394.000000 Penalty: 5606.205566
	Iteration 14Q: 3 clusters Score -1.140139e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -11401694.000000 Penalty: 5606.205566
	Iteration 15Q: 3 clusters Score -1.140169e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -11401971.000000 Penalty: 5606.205566
	Iteration 16Q: 3 clusters Score -1.140197e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -11402242.000000 Penalty: 5606.205566
	Iteration 17Q: 3 clusters Score -1.140224e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -11402495.000000 Penalty: 5606.205566
	Iteration 18Q: 3 clusters Score -1.14025e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -11402865.000000 Penalty: 5606.205566
	Iteration 19Q: 3 clusters Score -1.140286e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -11403196.000000 Penalty: 5606.205566
	Iteration 20F: 3 clusters Score -1.14032e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -11403477.000000 Penalty: 5606.205566
	Iteration 21Q: 3 clusters Score -1.140348e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -11403765.000000 Penalty: 5606.205566
	Iteration 22Q: 3 clusters Score -1.140376e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -11404048.000000 Penalty: 5606.205566
	Iteration 23Q: 3 clusters Score -1.140405e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -11404316.000000 Penalty: 5606.205566
	Iteration 24Q: 3 clusters Score -1.140432e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -11404631.000000 Penalty: 5606.205566
	Iteration 25Q: 3 clusters Score -1.140463e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -11404940.000000 Penalty: 5606.205566
	Iteration 26Q: 3 clusters Score -1.140494e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -11405201.000000 Penalty: 5606.205566
	Iteration 27Q: 3 clusters Score -1.14052e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -11405479.000000 Penalty: 5606.205566
	Iteration 28Q: 3 clusters Score -1.140548e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -11405775.000000 Penalty: 5606.205566
	Iteration 29Q: 3 clusters Score -1.140578e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -11406081.000000 Penalty: 5606.205566
	Iteration 30Q: 3 clusters Score -1.140608e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -11406420.000000 Penalty: 5606.205566
	Iteration 31Q: 3 clusters Score -1.140642e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -11406720.000000 Penalty: 5606.205566
	Iteration 32Q: 3 clusters Score -1.140672e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -11407061.000000 Penalty: 5606.205566
	Iteration 33Q: 3 clusters Score -1.140706e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -11407387.000000 Penalty: 5606.205566
	Iteration 34Q: 3 clusters Score -1.140739e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -11407638.000000 Penalty: 5606.205566
	Iteration 35Q: 3 clusters Score -1.140764e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 73989 members 
Entering Unmasked Estep 
Score: -11407956.000000 Penalty: 5606.205566
	Iteration 36Q: 3 clusters Score -1.140796e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 74667 members 
Entering Unmasked Estep 
Score: -11408201.000000 Penalty: 5606.205566
	Iteration 37Q: 3 clusters Score -1.14082e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 75283 members 
Entering Unmasked Estep 
Score: -11408389.000000 Penalty: 5606.205566
	Iteration 38Q: 3 clusters Score -1.140839e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -11408575.000000 Penalty: 5606.205566
	Iteration 39Q: 3 clusters Score -1.140858e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -11408716.000000 Penalty: 5606.205566
	Iteration 40F: 3 clusters Score -1.140872e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 76703 members 
Entering Unmasked Estep 
Score: -11408881.000000 Penalty: 5606.205566
	Iteration 41Q: 3 clusters Score -1.140888e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 77085 members 
Entering Unmasked Estep 
Score: -11408997.000000 Penalty: 5606.205566
	Iteration 42Q: 3 clusters Score -1.1409e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -11409104.000000 Penalty: 5606.205566
	Iteration 43Q: 3 clusters Score -1.14091e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -11409193.000000 Penalty: 5606.205566
	Iteration 44Q: 3 clusters Score -1.140919e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 77939 members 
Entering Unmasked Estep 
Score: -11409280.000000 Penalty: 5606.205566
	Iteration 45Q: 3 clusters Score -1.140928e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
Score: -11409350.000000 Penalty: 5606.205566
	Iteration 46Q: 3 clusters Score -1.140935e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -11409414.000000 Penalty: 5606.205566
	Iteration 47Q: 3 clusters Score -1.140941e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -11409458.000000 Penalty: 5606.205566
	Iteration 48Q: 3 clusters Score -1.140946e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 78698 members 
Entering Unmasked Estep 
Score: -11409491.000000 Penalty: 5606.205566
	Iteration 49Q: 3 clusters Score -1.140949e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 78821 members 
Entering Unmasked Estep 
Score: -11409567.000000 Penalty: 5606.205566
	Iteration 50Q: 3 clusters Score -1.140957e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -11409595.000000 Penalty: 5606.205566
	Iteration 51Q: 3 clusters Score -1.14096e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 79023 members 
Entering Unmasked Estep 
Score: -11409666.000000 Penalty: 5606.205566
	Iteration 52Q: 3 clusters Score -1.140967e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -11409687.000000 Penalty: 5606.205566
	Iteration 53Q: 3 clusters Score -1.140969e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -11409688.000000 Penalty: 5606.205566
	Iteration 54Q: 3 clusters Score -1.140969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -11409699.000000 Penalty: 5606.205566
	Iteration 55Q: 3 clusters Score -1.14097e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -11409706.000000 Penalty: 5606.205566
	Iteration 56Q: 3 clusters Score -1.140971e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -11409738.000000 Penalty: 5606.205566
	Iteration 57Q: 3 clusters Score -1.140974e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11409776.000000 Penalty: 5606.205566
	Iteration 58Q: 3 clusters Score -1.140978e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -11409802.000000 Penalty: 5606.205566
	Iteration 59Q: 3 clusters Score -1.14098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 79466 members 
Entering Unmasked Estep 
Score: -11409810.000000 Penalty: 5606.205566
	Iteration 60F: 3 clusters Score -1.140981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -11409831.000000 Penalty: 5606.205566
	Iteration 61Q: 3 clusters Score -1.140983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -11409827.000000 Penalty: 5606.205566
	Iteration 62Q: 3 clusters Score -1.140983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -11409828.000000 Penalty: 5606.205566
	Iteration 63Q: 3 clusters Score -1.140983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -11409832.000000 Penalty: 5606.205566
	Iteration 64Q: 3 clusters Score -1.140983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -11409848.000000 Penalty: 5606.205566
	Iteration 65Q: 3 clusters Score -1.140985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -11409854.000000 Penalty: 5606.205566
	Iteration 66Q: 3 clusters Score -1.140985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79617 members 
Entering Unmasked Estep 
Score: -11409851.000000 Penalty: 5606.205566
	Iteration 67Q: 3 clusters Score -1.140985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -11409852.000000 Penalty: 5606.205566
	Iteration 68Q: 3 clusters Score -1.140985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -11409861.000000 Penalty: 5606.205566
	Iteration 69Q: 3 clusters Score -1.140986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 79627 members 
Entering Unmasked Estep 
Score: -11409865.000000 Penalty: 5606.205566
	Iteration 70Q: 3 clusters Score -1.140986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -11409865.000000 Penalty: 5606.205566
	Iteration 71Q: 3 clusters Score -1.140986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -11409857.000000 Penalty: 5606.205566
	Iteration 72Q: 3 clusters Score -1.140986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
Score: -11409857.000000 Penalty: 5606.205566
	Iteration 73Q: 3 clusters Score -1.140986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -11409862.000000 Penalty: 5606.205566
	Iteration 74Q: 3 clusters Score -1.140986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -11409867.000000 Penalty: 5606.205566
	Iteration 75Q: 3 clusters Score -1.140987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -11409854.000000 Penalty: 5606.205566
	Iteration 76Q: 3 clusters Score -1.140985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -11409861.000000 Penalty: 5606.205566
	Iteration 77Q: 3 clusters Score -1.140986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -11409847.000000 Penalty: 5606.205566
	Iteration 78Q: 3 clusters Score -1.140985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -11409857.000000 Penalty: 5606.205566
	Iteration 79Q: 3 clusters Score -1.140986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -11409858.000000 Penalty: 5606.205566
	Iteration 80F: 3 clusters Score -1.140986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -11409855.000000 Penalty: 5606.205566
	Iteration 81Q: 3 clusters Score -1.140986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -11409858.000000 Penalty: 5606.205566
	Iteration 82Q: 3 clusters Score -1.140986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 79678 members 
Entering Unmasked Estep 
Score: -11409858.000000 Penalty: 5606.205566
	Iteration 83F: 3 clusters Score -1.140986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149447 members 
Entering Unmasked Estep 
Score: -20853246.000000 Penalty: 2954.844727
	Iteration 0F: 2 clusters Score -2.085325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -20755040.000000 Penalty: 5909.689453
	Iteration 0F: 3 clusters Score -2.075504e+07 nChanged 71407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -20795928.000000 Penalty: 5909.689453
	Iteration 1F: 3 clusters Score -2.079593e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -20796796.000000 Penalty: 5909.689453
	Iteration 2Q: 3 clusters Score -2.07968e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 67734 members 
Entering Unmasked Estep 
Score: -20798006.000000 Penalty: 5909.689453
	Iteration 3Q: 3 clusters Score -2.079801e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85384 members 
Mstep: Class 2 contains 64063 members 
Entering Unmasked Estep 
Score: -20800064.000000 Penalty: 5909.689453
	Iteration 4Q: 3 clusters Score -2.080006e+07 nChanged 6916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90916 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -20803532.000000 Penalty: 5909.689453
	Iteration 5Q: 3 clusters Score -2.080353e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -20809162.000000 Penalty: 5909.689453
	Iteration 6F: 3 clusters Score -2.080916e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -20818314.000000 Penalty: 5909.689453
	Iteration 7F: 3 clusters Score -2.081831e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -20829908.000000 Penalty: 5909.689453
	Iteration 8F: 3 clusters Score -2.082991e+07 nChanged 10387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130884 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -20839902.000000 Penalty: 5909.689453
	Iteration 9F: 3 clusters Score -2.08399e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136797 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -20845912.000000 Penalty: 5909.689453
	Iteration 10Q: 3 clusters Score -2.084591e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -20848872.000000 Penalty: 5909.689453
	Iteration 11Q: 3 clusters Score -2.084887e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -20850346.000000 Penalty: 5909.689453
	Iteration 12Q: 3 clusters Score -2.085035e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142471 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -20851128.000000 Penalty: 5909.689453
	Iteration 13Q: 3 clusters Score -2.085113e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143211 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -20851624.000000 Penalty: 5909.689453
	Iteration 14Q: 3 clusters Score -2.085162e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143717 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -20851904.000000 Penalty: 5909.689453
	Iteration 15Q: 3 clusters Score -2.08519e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -20852070.000000 Penalty: 5909.689453
	Iteration 16Q: 3 clusters Score -2.085207e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144374 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -20852222.000000 Penalty: 5909.689453
	Iteration 17Q: 3 clusters Score -2.085222e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -20852298.000000 Penalty: 5909.689453
	Iteration 18Q: 3 clusters Score -2.08523e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -20852352.000000 Penalty: 5909.689453
	Iteration 19Q: 3 clusters Score -2.085235e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144978 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -20852360.000000 Penalty: 5909.689453
	Iteration 20F: 3 clusters Score -2.085236e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145095 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -20852382.000000 Penalty: 5909.689453
	Iteration 21Q: 3 clusters Score -2.085238e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145186 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -20852466.000000 Penalty: 5909.689453
	Iteration 22Q: 3 clusters Score -2.085247e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145268 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -20852442.000000 Penalty: 5909.689453
	Iteration 23Q: 3 clusters Score -2.085244e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -20852442.000000 Penalty: 5909.689453
	Iteration 24Q: 3 clusters Score -2.085244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -20852440.000000 Penalty: 5909.689453
	Iteration 25Q: 3 clusters Score -2.085244e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145433 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -20852462.000000 Penalty: 5909.689453
	Iteration 26Q: 3 clusters Score -2.085246e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145479 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -20852474.000000 Penalty: 5909.689453
	Iteration 27Q: 3 clusters Score -2.085247e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145508 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -20852468.000000 Penalty: 5909.689453
	Iteration 28Q: 3 clusters Score -2.085247e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -20852460.000000 Penalty: 5909.689453
	Iteration 29Q: 3 clusters Score -2.085246e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145577 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -20852466.000000 Penalty: 5909.689453
	Iteration 30Q: 3 clusters Score -2.085247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145600 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -20852458.000000 Penalty: 5909.689453
	Iteration 31Q: 3 clusters Score -2.085246e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145620 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -20852480.000000 Penalty: 5909.689453
	Iteration 32Q: 3 clusters Score -2.085248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145635 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -20852486.000000 Penalty: 5909.689453
	Iteration 33Q: 3 clusters Score -2.085249e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -20852462.000000 Penalty: 5909.689453
	Iteration 34Q: 3 clusters Score -2.085246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145664 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -20852470.000000 Penalty: 5909.689453
	Iteration 35Q: 3 clusters Score -2.085247e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -20852470.000000 Penalty: 5909.689453
	Iteration 36Q: 3 clusters Score -2.085247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145681 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -20852468.000000 Penalty: 5909.689453
	Iteration 37Q: 3 clusters Score -2.085247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145693 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -20852472.000000 Penalty: 5909.689453
	Iteration 38Q: 3 clusters Score -2.085247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145706 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -20852472.000000 Penalty: 5909.689453
	Iteration 39Q: 3 clusters Score -2.085247e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145722 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -20852468.000000 Penalty: 5909.689453
	Iteration 40F: 3 clusters Score -2.085247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145735 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -20852462.000000 Penalty: 5909.689453
	Iteration 41Q: 3 clusters Score -2.085246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -20852462.000000 Penalty: 5909.689453
	Iteration 42Q: 3 clusters Score -2.085246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145745 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -20852468.000000 Penalty: 5909.689453
	Iteration 43Q: 3 clusters Score -2.085247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -20852462.000000 Penalty: 5909.689453
	Iteration 44Q: 3 clusters Score -2.085246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -20852458.000000 Penalty: 5909.689453
	Iteration 45Q: 3 clusters Score -2.085246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -20852466.000000 Penalty: 5909.689453
	Iteration 46Q: 3 clusters Score -2.085247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -20852478.000000 Penalty: 5909.689453
	Iteration 47Q: 3 clusters Score -2.085248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -20852484.000000 Penalty: 5909.689453
	Iteration 48Q: 3 clusters Score -2.085248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -20852484.000000 Penalty: 5909.689453
	Iteration 49F: 3 clusters Score -2.085248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Entering Unmasked Estep 
Score: -275576.218750 Penalty: 1882.656616
	Iteration 0F: 2 clusters Score -275576.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -272968.687500 Penalty: 3765.313232
	Iteration 0F: 3 clusters Score -272968.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -273469.187500 Penalty: 3765.313232
	Iteration 1F: 3 clusters Score -273469.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -273601.937500 Penalty: 3765.313232
	Iteration 2F: 3 clusters Score -273601.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -273656.218750 Penalty: 3765.313232
	Iteration 3Q: 3 clusters Score -273656.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273679.062500 Penalty: 3765.313232
	Iteration 4Q: 3 clusters Score -273679.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -273691.687500 Penalty: 3765.313232
	Iteration 5Q: 3 clusters Score -273691.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -273703.687500 Penalty: 3765.313232
	Iteration 6Q: 3 clusters Score -273703.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273714.437500 Penalty: 3765.313232
	Iteration 7Q: 3 clusters Score -273714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -273721.843750 Penalty: 3765.313232
	Iteration 8Q: 3 clusters Score -273721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -273726.437500 Penalty: 3765.313232
	Iteration 9Q: 3 clusters Score -273726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -273732.343750 Penalty: 3765.313232
	Iteration 10Q: 3 clusters Score -273732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -273735.125000 Penalty: 3765.313232
	Iteration 11Q: 3 clusters Score -273735.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -273736.593750 Penalty: 3765.313232
	Iteration 12Q: 3 clusters Score -273736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -273737.968750 Penalty: 3765.313232
	Iteration 13Q: 3 clusters Score -273738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -273738.593750 Penalty: 3765.313232
	Iteration 14Q: 3 clusters Score -273738.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -273739.625000 Penalty: 3765.313232
	Iteration 15Q: 3 clusters Score -273739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -273741.125000 Penalty: 3765.313232
	Iteration 16Q: 3 clusters Score -273741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -273744.281250 Penalty: 3765.313232
	Iteration 17Q: 3 clusters Score -273744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -273745.031250 Penalty: 3765.313232
	Iteration 18Q: 3 clusters Score -273745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -273746.843750 Penalty: 3765.313232
	Iteration 19Q: 3 clusters Score -273746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -273747.468750 Penalty: 3765.313232
	Iteration 20F: 3 clusters Score -273747.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273747.656250 Penalty: 3765.313232
	Iteration 21Q: 3 clusters Score -273747.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273747.656250 Penalty: 3765.313232
	Iteration 22F: 3 clusters Score -273747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -225249.171875 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -225249.2 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 849 members 
Entering Unmasked Estep 
Score: -222797.843750 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -222797.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223158.687500 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -223158.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -223242.953125 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -223243 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -223295.312500 Penalty: 3683.863525
	Iteration 3Q: 3 clusters Score -223295.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -223341.734375 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -223341.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223368.031250 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -223368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -223390.562500 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -223390.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -223414.578125 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -223414.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -223429.140625 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -223429.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -223441.921875 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -223441.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -223462.734375 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -223462.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223499.656250 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -223499.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -223525.218750 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -223525.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -223544.234375 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -223544.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223556.171875 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -223556.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223566.843750 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -223566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -223576.750000 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -223576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -223583.296875 Penalty: 3683.863525
	Iteration 17Q: 3 clusters Score -223583.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -223585.609375 Penalty: 3683.863525
	Iteration 18Q: 3 clusters Score -223585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223589.109375 Penalty: 3683.863525
	Iteration 19Q: 3 clusters Score -223589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223591.343750 Penalty: 3683.863525
	Iteration 20F: 3 clusters Score -223591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -223593.812500 Penalty: 3683.863525
	Iteration 21Q: 3 clusters Score -223593.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223598.296875 Penalty: 3683.863525
	Iteration 22Q: 3 clusters Score -223598.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223606.203125 Penalty: 3683.863525
	Iteration 23Q: 3 clusters Score -223606.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223609.875000 Penalty: 3683.863525
	Iteration 24Q: 3 clusters Score -223609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223612.671875 Penalty: 3683.863525
	Iteration 25Q: 3 clusters Score -223612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -223615.812500 Penalty: 3683.863525
	Iteration 26Q: 3 clusters Score -223615.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -223619.375000 Penalty: 3683.863525
	Iteration 27Q: 3 clusters Score -223619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -223626.531250 Penalty: 3683.863525
	Iteration 28Q: 3 clusters Score -223626.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -223635.953125 Penalty: 3683.863525
	Iteration 29Q: 3 clusters Score -223636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -223648.500000 Penalty: 3683.863525
	Iteration 30Q: 3 clusters Score -223648.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -223657.781250 Penalty: 3683.863525
	Iteration 31Q: 3 clusters Score -223657.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -223666.703125 Penalty: 3683.863525
	Iteration 32Q: 3 clusters Score -223666.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -223677.718750 Penalty: 3683.863525
	Iteration 33Q: 3 clusters Score -223677.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223689.609375 Penalty: 3683.863525
	Iteration 34Q: 3 clusters Score -223689.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -223703.906250 Penalty: 3683.863525
	Iteration 35Q: 3 clusters Score -223703.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -223716.343750 Penalty: 3683.863525
	Iteration 36Q: 3 clusters Score -223716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223724.609375 Penalty: 3683.863525
	Iteration 37Q: 3 clusters Score -223724.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223727.609375 Penalty: 3683.863525
	Iteration 38Q: 3 clusters Score -223727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -223731.328125 Penalty: 3683.863525
	Iteration 39Q: 3 clusters Score -223731.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -223735.031250 Penalty: 3683.863525
	Iteration 40F: 3 clusters Score -223735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -223739.468750 Penalty: 3683.863525
	Iteration 41Q: 3 clusters Score -223739.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -223742.328125 Penalty: 3683.863525
	Iteration 42Q: 3 clusters Score -223742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -223743.640625 Penalty: 3683.863525
	Iteration 43Q: 3 clusters Score -223743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -223745.828125 Penalty: 3683.863525
	Iteration 44Q: 3 clusters Score -223745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223747.875000 Penalty: 3683.863525
	Iteration 45Q: 3 clusters Score -223747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223750.875000 Penalty: 3683.863525
	Iteration 46Q: 3 clusters Score -223750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -223756.156250 Penalty: 3683.863525
	Iteration 47Q: 3 clusters Score -223756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -223764.000000 Penalty: 3683.863525
	Iteration 48Q: 3 clusters Score -223764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -223767.312500 Penalty: 3683.863525
	Iteration 49Q: 3 clusters Score -223767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223771.406250 Penalty: 3683.863525
	Iteration 50Q: 3 clusters Score -223771.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -223774.328125 Penalty: 3683.863525
	Iteration 51Q: 3 clusters Score -223774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -223776.765625 Penalty: 3683.863525
	Iteration 52Q: 3 clusters Score -223776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -223779.031250 Penalty: 3683.863525
	Iteration 53Q: 3 clusters Score -223779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -223781.812500 Penalty: 3683.863525
	Iteration 54Q: 3 clusters Score -223781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -223786.828125 Penalty: 3683.863525
	Iteration 55Q: 3 clusters Score -223786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -223791.296875 Penalty: 3683.863525
	Iteration 56Q: 3 clusters Score -223791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -223791.578125 Penalty: 3683.863525
	Iteration 57Q: 3 clusters Score -223791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -223791.578125 Penalty: 3683.863525
	Iteration 58F: 3 clusters Score -223791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11068 members 
Mstep: Class 5 contains 24190 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29607 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32154 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31783 members 
Mstep: Class 16 contains 32129 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 81051 members 
Mstep: Class 20 contains 149447 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939472.000000 Penalty: 69427.117188
Iteration 119Q: 22 clusters Score -8.493947e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167168 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11063 members 
Mstep: Class 5 contains 24178 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29603 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31794 members 
Mstep: Class 16 contains 32125 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24371 members 
Mstep: Class 19 contains 81050 members 
Mstep: Class 20 contains 149463 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939384.000000 Penalty: 69427.117188
Iteration 120F: 22 clusters Score -8.493938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167189 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11059 members 
Mstep: Class 5 contains 24167 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29603 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21263 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31801 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 81038 members 
Mstep: Class 20 contains 149472 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939296.000000 Penalty: 69427.117188
Iteration 121Q: 22 clusters Score -8.49393e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167204 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11058 members 
Mstep: Class 5 contains 24162 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29605 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31809 members 
Mstep: Class 16 contains 32118 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 81023 members 
Mstep: Class 20 contains 149469 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939336.000000 Penalty: 69427.117188
Iteration 122Q: 22 clusters Score -8.493934e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167230 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11054 members 
Mstep: Class 5 contains 24154 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29607 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31818 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24367 members 
Mstep: Class 19 contains 81003 members 
Mstep: Class 20 contains 149467 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939336.000000 Penalty: 69427.117188
Iteration 123Q: 22 clusters Score -8.493934e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167249 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11049 members 
Mstep: Class 5 contains 24144 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29607 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32146 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31822 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24368 members 
Mstep: Class 19 contains 80987 members 
Mstep: Class 20 contains 149474 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 124Q: 22 clusters Score -8.493931e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11036 members 
Mstep: Class 5 contains 24137 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29604 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21264 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31829 members 
Mstep: Class 16 contains 32125 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24368 members 
Mstep: Class 19 contains 80974 members 
Mstep: Class 20 contains 149474 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939392.000000 Penalty: 69427.117188
Iteration 125Q: 22 clusters Score -8.493939e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29607 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31832 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24366 members 
Mstep: Class 19 contains 80964 members 
Mstep: Class 20 contains 149480 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939464.000000 Penalty: 69427.117188
Iteration 126Q: 22 clusters Score -8.493946e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11017 members 
Mstep: Class 5 contains 24127 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21263 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31835 members 
Mstep: Class 16 contains 32120 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24365 members 
Mstep: Class 19 contains 80959 members 
Mstep: Class 20 contains 149485 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939448.000000 Penalty: 69427.117188
Iteration 127Q: 22 clusters Score -8.493945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11010 members 
Mstep: Class 5 contains 24123 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29604 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21270 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31839 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24365 members 
Mstep: Class 19 contains 80956 members 
Mstep: Class 20 contains 149494 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 128Q: 22 clusters Score -8.493942e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167304 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 5 contains 24122 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29604 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21277 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31845 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24362 members 
Mstep: Class 19 contains 80947 members 
Mstep: Class 20 contains 149491 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 129Q: 22 clusters Score -8.493942e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167321 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 11000 members 
Mstep: Class 5 contains 24118 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21279 members 
Mstep: Class 10 contains 32144 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31853 members 
Mstep: Class 16 contains 32117 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24361 members 
Mstep: Class 19 contains 80942 members 
Mstep: Class 20 contains 149484 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939448.000000 Penalty: 69427.117188
Iteration 130Q: 22 clusters Score -8.493945e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 24116 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21279 members 
Mstep: Class 10 contains 32144 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31858 members 
Mstep: Class 16 contains 32115 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24363 members 
Mstep: Class 19 contains 80946 members 
Mstep: Class 20 contains 149477 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939344.000000 Penalty: 69427.117188
Iteration 131Q: 22 clusters Score -8.493934e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167320 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 24113 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29605 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21283 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31864 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24362 members 
Mstep: Class 19 contains 80936 members 
Mstep: Class 20 contains 149490 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 132Q: 22 clusters Score -8.493936e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167310 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 24109 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29602 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31870 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24359 members 
Mstep: Class 19 contains 80926 members 
Mstep: Class 20 contains 149509 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 133Q: 22 clusters Score -8.493929e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 10990 members 
Mstep: Class 5 contains 24103 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29596 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32145 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31879 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24354 members 
Mstep: Class 19 contains 80925 members 
Mstep: Class 20 contains 149523 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939232.000000 Penalty: 69427.117188
Iteration 134Q: 22 clusters Score -8.493923e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167312 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 10989 members 
Mstep: Class 5 contains 24096 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29594 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21285 members 
Mstep: Class 10 contains 32145 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31890 members 
Mstep: Class 16 contains 32114 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24355 members 
Mstep: Class 19 contains 80920 members 
Mstep: Class 20 contains 149525 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 135Q: 22 clusters Score -8.49392e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167302 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 24090 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29593 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32144 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31899 members 
Mstep: Class 16 contains 32114 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24354 members 
Mstep: Class 19 contains 80914 members 
Mstep: Class 20 contains 149542 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 136Q: 22 clusters Score -8.493922e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167294 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 24087 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29592 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32143 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24352 members 
Mstep: Class 19 contains 80911 members 
Mstep: Class 20 contains 149549 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 137Q: 22 clusters Score -8.493925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167286 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 24084 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29590 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21289 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31910 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24348 members 
Mstep: Class 19 contains 80907 members 
Mstep: Class 20 contains 149570 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 138Q: 22 clusters Score -8.493929e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167271 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 24085 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29589 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21288 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31914 members 
Mstep: Class 16 contains 32107 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24344 members 
Mstep: Class 19 contains 80908 members 
Mstep: Class 20 contains 149586 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939392.000000 Penalty: 69427.117188
Iteration 139Q: 22 clusters Score -8.493939e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167270 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 24082 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29587 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32140 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31915 members 
Mstep: Class 16 contains 32107 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24343 members 
Mstep: Class 19 contains 80909 members 
Mstep: Class 20 contains 149592 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939296.000000 Penalty: 69427.117188
Iteration 140F: 22 clusters Score -8.49393e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167274 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29581 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31917 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24342 members 
Mstep: Class 19 contains 80904 members 
Mstep: Class 20 contains 149600 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939296.000000 Penalty: 69427.117188
Iteration 141Q: 22 clusters Score -8.49393e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167290 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10983 members 
Mstep: Class 5 contains 24073 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29578 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31919 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24341 members 
Mstep: Class 19 contains 80899 members 
Mstep: Class 20 contains 149599 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 142Q: 22 clusters Score -8.493931e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167295 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 24073 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29573 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32133 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31927 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24338 members 
Mstep: Class 19 contains 80890 members 
Mstep: Class 20 contains 149605 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 143Q: 22 clusters Score -8.493929e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167298 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 24074 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29569 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21289 members 
Mstep: Class 10 contains 32132 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31939 members 
Mstep: Class 16 contains 32112 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24334 members 
Mstep: Class 19 contains 80879 members 
Mstep: Class 20 contains 149612 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 144Q: 22 clusters Score -8.493931e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10979 members 
Mstep: Class 5 contains 24075 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29566 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32126 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31944 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24335 members 
Mstep: Class 19 contains 80865 members 
Mstep: Class 20 contains 149620 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939384.000000 Penalty: 69427.117188
Iteration 145Q: 22 clusters Score -8.493938e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167309 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 24076 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29564 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32127 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31943 members 
Mstep: Class 16 contains 32113 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 24335 members 
Mstep: Class 19 contains 80857 members 
Mstep: Class 20 contains 149621 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939440.000000 Penalty: 69427.117188
Iteration 146Q: 22 clusters Score -8.493944e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167322 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10980 members 
Mstep: Class 5 contains 24072 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29563 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32126 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31946 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24333 members 
Mstep: Class 19 contains 80850 members 
Mstep: Class 20 contains 149626 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939496.000000 Penalty: 69427.117188
Iteration 147Q: 22 clusters Score -8.49395e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167315 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10979 members 
Mstep: Class 5 contains 24073 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29564 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32129 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31953 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24332 members 
Mstep: Class 19 contains 80842 members 
Mstep: Class 20 contains 149631 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 148Q: 22 clusters Score -8.493942e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 24078 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29560 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 32131 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24328 members 
Mstep: Class 19 contains 80839 members 
Mstep: Class 20 contains 149630 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 149Q: 22 clusters Score -8.493942e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167313 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 24073 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29558 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32134 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 16 contains 32111 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24325 members 
Mstep: Class 19 contains 80832 members 
Mstep: Class 20 contains 149642 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 150Q: 22 clusters Score -8.493936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167327 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 24068 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29559 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32139 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31963 members 
Mstep: Class 16 contains 32116 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24323 members 
Mstep: Class 19 contains 80816 members 
Mstep: Class 20 contains 149642 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939368.000000 Penalty: 69427.117188
Iteration 151Q: 22 clusters Score -8.493937e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167338 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 24062 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29558 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32142 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31971 members 
Mstep: Class 16 contains 32118 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24317 members 
Mstep: Class 19 contains 80808 members 
Mstep: Class 20 contains 149639 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 152Q: 22 clusters Score -8.493936e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167351 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10971 members 
Mstep: Class 5 contains 24052 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31973 members 
Mstep: Class 16 contains 32119 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24314 members 
Mstep: Class 19 contains 80799 members 
Mstep: Class 20 contains 149646 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939384.000000 Penalty: 69427.117188
Iteration 153Q: 22 clusters Score -8.493938e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167370 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10968 members 
Mstep: Class 5 contains 24042 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29552 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31974 members 
Mstep: Class 16 contains 32115 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24311 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149649 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 154Q: 22 clusters Score -8.493936e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167375 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 24029 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29548 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31977 members 
Mstep: Class 16 contains 32115 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24308 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149667 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939304.000000 Penalty: 69427.117188
Iteration 155Q: 22 clusters Score -8.49393e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10962 members 
Mstep: Class 5 contains 24021 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29549 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 16 contains 32110 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24305 members 
Mstep: Class 19 contains 80794 members 
Mstep: Class 20 contains 149672 members 
Mstep: Class 22 contains 1981 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 156Q: 22 clusters Score -8.493927e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167395 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 24012 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29549 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21291 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31984 members 
Mstep: Class 16 contains 32108 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24305 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149676 members 
Mstep: Class 22 contains 1982 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 157Q: 22 clusters Score -8.493933e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167394 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10953 members 
Mstep: Class 5 contains 24005 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29547 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31987 members 
Mstep: Class 16 contains 32103 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24301 members 
Mstep: Class 19 contains 80790 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 158Q: 22 clusters Score -8.493936e+07 nChanged 67
Entering ConstructFrom: 
Score: -84939360.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167401 members 
Entering Unmasked Estep 
Score: -23338390.000000 Penalty: 2982.980713
	Iteration 0F: 2 clusters Score -2.333839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -23229444.000000 Penalty: 5965.961426
	Iteration 0F: 3 clusters Score -2.322944e+07 nChanged 80559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78775 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -23276586.000000 Penalty: 5965.961426
	Iteration 1F: 3 clusters Score -2.327659e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75814 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -23277996.000000 Penalty: 5965.961426
	Iteration 2Q: 3 clusters Score -2.3278e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71320 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -23279780.000000 Penalty: 5965.961426
	Iteration 3Q: 3 clusters Score -2.327978e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 102749 members 
Entering Unmasked Estep 
Score: -23283434.000000 Penalty: 5965.961426
	Iteration 4Q: 3 clusters Score -2.328343e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 112181 members 
Entering Unmasked Estep 
Score: -23289876.000000 Penalty: 5965.961426
	Iteration 5F: 3 clusters Score -2.328988e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 124133 members 
Entering Unmasked Estep 
Score: -23300194.000000 Penalty: 5965.961426
	Iteration 6F: 3 clusters Score -2.330019e+07 nChanged 13329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 136748 members 
Entering Unmasked Estep 
Score: -23312472.000000 Penalty: 5965.961426
	Iteration 7F: 3 clusters Score -2.331247e+07 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 146929 members 
Entering Unmasked Estep 
Score: -23322770.000000 Penalty: 5965.961426
	Iteration 8F: 3 clusters Score -2.332277e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 153613 members 
Entering Unmasked Estep 
Score: -23329828.000000 Penalty: 5965.961426
	Iteration 9Q: 3 clusters Score -2.332983e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 158348 members 
Entering Unmasked Estep 
Score: -23333362.000000 Penalty: 5965.961426
	Iteration 10Q: 3 clusters Score -2.333336e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 161416 members 
Entering Unmasked Estep 
Score: -23335162.000000 Penalty: 5965.961426
	Iteration 11Q: 3 clusters Score -2.333516e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 163229 members 
Entering Unmasked Estep 
Score: -23335930.000000 Penalty: 5965.961426
	Iteration 12Q: 3 clusters Score -2.333593e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 164255 members 
Entering Unmasked Estep 
Score: -23336522.000000 Penalty: 5965.961426
	Iteration 13Q: 3 clusters Score -2.333652e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 164852 members 
Entering Unmasked Estep 
Score: -23336740.000000 Penalty: 5965.961426
	Iteration 14Q: 3 clusters Score -2.333674e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 165190 members 
Entering Unmasked Estep 
Score: -23336798.000000 Penalty: 5965.961426
	Iteration 15Q: 3 clusters Score -2.33368e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -23336802.000000 Penalty: 5965.961426
	Iteration 16Q: 3 clusters Score -2.33368e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -23336786.000000 Penalty: 5965.961426
	Iteration 17Q: 3 clusters Score -2.333679e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 165680 members 
Entering Unmasked Estep 
Score: -23336790.000000 Penalty: 5965.961426
	Iteration 18Q: 3 clusters Score -2.333679e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 165762 members 
Entering Unmasked Estep 
Score: -23336766.000000 Penalty: 5965.961426
	Iteration 19Q: 3 clusters Score -2.333677e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -23336770.000000 Penalty: 5965.961426
	Iteration 20F: 3 clusters Score -2.333677e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 165892 members 
Entering Unmasked Estep 
Score: -23336796.000000 Penalty: 5965.961426
	Iteration 21Q: 3 clusters Score -2.33368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 165939 members 
Entering Unmasked Estep 
Score: -23336810.000000 Penalty: 5965.961426
	Iteration 22Q: 3 clusters Score -2.333681e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -23336780.000000 Penalty: 5965.961426
	Iteration 23Q: 3 clusters Score -2.333678e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 166014 members 
Entering Unmasked Estep 
Score: -23336780.000000 Penalty: 5965.961426
	Iteration 24Q: 3 clusters Score -2.333678e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 166036 members 
Entering Unmasked Estep 
Score: -23336766.000000 Penalty: 5965.961426
	Iteration 25Q: 3 clusters Score -2.333677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 166058 members 
Entering Unmasked Estep 
Score: -23336786.000000 Penalty: 5965.961426
	Iteration 26Q: 3 clusters Score -2.333679e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 166073 members 
Entering Unmasked Estep 
Score: -23336766.000000 Penalty: 5965.961426
	Iteration 27Q: 3 clusters Score -2.333677e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 166089 members 
Entering Unmasked Estep 
Score: -23336738.000000 Penalty: 5965.961426
	Iteration 28Q: 3 clusters Score -2.333674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 166097 members 
Entering Unmasked Estep 
Score: -23336762.000000 Penalty: 5965.961426
	Iteration 29Q: 3 clusters Score -2.333676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 166105 members 
Entering Unmasked Estep 
Score: -23336758.000000 Penalty: 5965.961426
	Iteration 30Q: 3 clusters Score -2.333676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 166120 members 
Entering Unmasked Estep 
Score: -23336758.000000 Penalty: 5965.961426
	Iteration 31Q: 3 clusters Score -2.333676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -23336760.000000 Penalty: 5965.961426
	Iteration 32Q: 3 clusters Score -2.333676e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -23336750.000000 Penalty: 5965.961426
	Iteration 33Q: 3 clusters Score -2.333675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 166137 members 
Entering Unmasked Estep 
Score: -23336778.000000 Penalty: 5965.961426
	Iteration 34Q: 3 clusters Score -2.333678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 166143 members 
Entering Unmasked Estep 
Score: -23336770.000000 Penalty: 5965.961426
	Iteration 35Q: 3 clusters Score -2.333677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 166153 members 
Entering Unmasked Estep 
Score: -23336770.000000 Penalty: 5965.961426
	Iteration 36Q: 3 clusters Score -2.333677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 166164 members 
Entering Unmasked Estep 
Score: -23336776.000000 Penalty: 5965.961426
	Iteration 37Q: 3 clusters Score -2.333678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -23336762.000000 Penalty: 5965.961426
	Iteration 38Q: 3 clusters Score -2.333676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 166172 members 
Entering Unmasked Estep 
Score: -23336736.000000 Penalty: 5965.961426
	Iteration 39Q: 3 clusters Score -2.333674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -23336728.000000 Penalty: 5965.961426
	Iteration 40F: 3 clusters Score -2.333673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -23336728.000000 Penalty: 5965.961426
	Iteration 41Q: 3 clusters Score -2.333673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 166180 members 
Entering Unmasked Estep 
Score: -23336720.000000 Penalty: 5965.961426
	Iteration 42Q: 3 clusters Score -2.333672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 166182 members 
Entering Unmasked Estep 
Score: -23336734.000000 Penalty: 5965.961426
	Iteration 43Q: 3 clusters Score -2.333673e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 166187 members 
Entering Unmasked Estep 
Score: -23336712.000000 Penalty: 5965.961426
	Iteration 44Q: 3 clusters Score -2.333671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 166191 members 
Entering Unmasked Estep 
Score: -23336714.000000 Penalty: 5965.961426
	Iteration 45Q: 3 clusters Score -2.333671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 166194 members 
Entering Unmasked Estep 
Score: -23336710.000000 Penalty: 5965.961426
	Iteration 46Q: 3 clusters Score -2.333671e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -23336704.000000 Penalty: 5965.961426
	Iteration 47Q: 3 clusters Score -2.33367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 166197 members 
Entering Unmasked Estep 
Score: -23336690.000000 Penalty: 5965.961426
	Iteration 48Q: 3 clusters Score -2.333669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -23336690.000000 Penalty: 5965.961426
	Iteration 49Q: 3 clusters Score -2.333669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -23336690.000000 Penalty: 5965.961426
	Iteration 50F: 3 clusters Score -2.333669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 382 members 
Entering Unmasked Estep 
Score: -95050.453125 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95050.45 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95387.640625 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95387.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -95580.671875 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95580.67 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95725.609375 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95725.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -95885.273438 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95885.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96052.687500 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -96052.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96172.437500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -96172.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96280.578125 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -96280.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96363.757812 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96363.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96397.343750 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96397.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96403.281250 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96403.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96405.789062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96405.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96407.460938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -96407.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96412.453125 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -96412.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96417.015625 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -96417.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96417.015625 Penalty: 3306.179199
	Iteration 15F: 3 clusters Score -96417.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -245968.062500 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -245968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243477.500000 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -243477.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243855.281250 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -243855.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243952.906250 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -243952.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243995.359375 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -243995.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -244024.671875 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -244024.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244049.187500 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -244049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -244067.109375 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -244067.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244076.328125 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -244076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -244079.812500 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -244079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -244084.187500 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -244084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -244088.500000 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -244088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -244092.640625 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -244092.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -244097.437500 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -244097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -244102.609375 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -244102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -244104.437500 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -244104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -244105.265625 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -244105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -244105.265625 Penalty: 3710.572266
	Iteration 16F: 3 clusters Score -244105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -1557750.875000 Penalty: 2306.671631
	Iteration 0F: 2 clusters Score -1557751 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 5467 members 
Entering Unmasked Estep 
Score: -1549530.750000 Penalty: 4613.343262
	Iteration 0F: 3 clusters Score -1549531 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1552010.750000 Penalty: 4613.343262
	Iteration 1F: 3 clusters Score -1552011 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1552286.375000 Penalty: 4613.343262
	Iteration 2F: 3 clusters Score -1552286 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1552448.250000 Penalty: 4613.343262
	Iteration 3Q: 3 clusters Score -1552448 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1552572.000000 Penalty: 4613.343262
	Iteration 4Q: 3 clusters Score -1552572 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1552684.500000 Penalty: 4613.343262
	Iteration 5Q: 3 clusters Score -1552684 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1552808.250000 Penalty: 4613.343262
	Iteration 6Q: 3 clusters Score -1552808 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1552946.250000 Penalty: 4613.343262
	Iteration 7Q: 3 clusters Score -1552946 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1553110.000000 Penalty: 4613.343262
	Iteration 8Q: 3 clusters Score -1553110 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1553285.500000 Penalty: 4613.343262
	Iteration 9Q: 3 clusters Score -1553286 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1553465.875000 Penalty: 4613.343262
	Iteration 10Q: 3 clusters Score -1553466 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1553685.250000 Penalty: 4613.343262
	Iteration 11Q: 3 clusters Score -1553685 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1553936.875000 Penalty: 4613.343262
	Iteration 12Q: 3 clusters Score -1553937 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1554226.000000 Penalty: 4613.343262
	Iteration 13Q: 3 clusters Score -1554226 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1554476.000000 Penalty: 4613.343262
	Iteration 14Q: 3 clusters Score -1554476 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1554651.250000 Penalty: 4613.343262
	Iteration 15Q: 3 clusters Score -1554651 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1554769.750000 Penalty: 4613.343262
	Iteration 16Q: 3 clusters Score -1554770 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1554868.375000 Penalty: 4613.343262
	Iteration 17Q: 3 clusters Score -1554868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1554956.250000 Penalty: 4613.343262
	Iteration 18Q: 3 clusters Score -1554956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1555022.625000 Penalty: 4613.343262
	Iteration 19Q: 3 clusters Score -1555023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1555078.125000 Penalty: 4613.343262
	Iteration 20F: 3 clusters Score -1555078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1555122.125000 Penalty: 4613.343262
	Iteration 21Q: 3 clusters Score -1555122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1555161.875000 Penalty: 4613.343262
	Iteration 22Q: 3 clusters Score -1555162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1555190.875000 Penalty: 4613.343262
	Iteration 23Q: 3 clusters Score -1555191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1555215.125000 Penalty: 4613.343262
	Iteration 24Q: 3 clusters Score -1555215 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1555241.125000 Penalty: 4613.343262
	Iteration 25Q: 3 clusters Score -1555241 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1555266.250000 Penalty: 4613.343262
	Iteration 26Q: 3 clusters Score -1555266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1555284.875000 Penalty: 4613.343262
	Iteration 27Q: 3 clusters Score -1555285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1555309.875000 Penalty: 4613.343262
	Iteration 28Q: 3 clusters Score -1555310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1555324.000000 Penalty: 4613.343262
	Iteration 29Q: 3 clusters Score -1555324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1555338.000000 Penalty: 4613.343262
	Iteration 30Q: 3 clusters Score -1555338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1555353.750000 Penalty: 4613.343262
	Iteration 31Q: 3 clusters Score -1555354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1555371.625000 Penalty: 4613.343262
	Iteration 32Q: 3 clusters Score -1555372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1555380.500000 Penalty: 4613.343262
	Iteration 33Q: 3 clusters Score -1555380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1555391.750000 Penalty: 4613.343262
	Iteration 34Q: 3 clusters Score -1555392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1555404.750000 Penalty: 4613.343262
	Iteration 35Q: 3 clusters Score -1555405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1555418.375000 Penalty: 4613.343262
	Iteration 36Q: 3 clusters Score -1555418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1555429.875000 Penalty: 4613.343262
	Iteration 37Q: 3 clusters Score -1555430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1555442.375000 Penalty: 4613.343262
	Iteration 38Q: 3 clusters Score -1555442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1555451.500000 Penalty: 4613.343262
	Iteration 39Q: 3 clusters Score -1555452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1555456.500000 Penalty: 4613.343262
	Iteration 40F: 3 clusters Score -1555456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1555462.750000 Penalty: 4613.343262
	Iteration 41Q: 3 clusters Score -1555463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1555472.625000 Penalty: 4613.343262
	Iteration 42Q: 3 clusters Score -1555473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1555481.125000 Penalty: 4613.343262
	Iteration 43Q: 3 clusters Score -1555481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1555483.750000 Penalty: 4613.343262
	Iteration 44Q: 3 clusters Score -1555484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1555488.250000 Penalty: 4613.343262
	Iteration 45Q: 3 clusters Score -1555488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1555498.875000 Penalty: 4613.343262
	Iteration 46Q: 3 clusters Score -1555499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1555511.375000 Penalty: 4613.343262
	Iteration 47Q: 3 clusters Score -1555511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1555522.750000 Penalty: 4613.343262
	Iteration 48Q: 3 clusters Score -1555523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1555533.500000 Penalty: 4613.343262
	Iteration 49Q: 3 clusters Score -1555534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1555553.250000 Penalty: 4613.343262
	Iteration 50Q: 3 clusters Score -1555553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1555562.375000 Penalty: 4613.343262
	Iteration 51Q: 3 clusters Score -1555562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1555570.500000 Penalty: 4613.343262
	Iteration 52Q: 3 clusters Score -1555570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1555588.375000 Penalty: 4613.343262
	Iteration 53Q: 3 clusters Score -1555588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1555602.625000 Penalty: 4613.343262
	Iteration 54Q: 3 clusters Score -1555603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1555615.875000 Penalty: 4613.343262
	Iteration 55Q: 3 clusters Score -1555616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1555630.250000 Penalty: 4613.343262
	Iteration 56Q: 3 clusters Score -1555630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1555642.125000 Penalty: 4613.343262
	Iteration 57Q: 3 clusters Score -1555642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1555650.375000 Penalty: 4613.343262
	Iteration 58Q: 3 clusters Score -1555650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1555658.250000 Penalty: 4613.343262
	Iteration 59Q: 3 clusters Score -1555658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1555665.375000 Penalty: 4613.343262
	Iteration 60F: 3 clusters Score -1555665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1555671.250000 Penalty: 4613.343262
	Iteration 61Q: 3 clusters Score -1555671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1555673.750000 Penalty: 4613.343262
	Iteration 62Q: 3 clusters Score -1555674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1555677.500000 Penalty: 4613.343262
	Iteration 63Q: 3 clusters Score -1555678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1555687.375000 Penalty: 4613.343262
	Iteration 64Q: 3 clusters Score -1555687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1555690.375000 Penalty: 4613.343262
	Iteration 65Q: 3 clusters Score -1555690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1555693.625000 Penalty: 4613.343262
	Iteration 66Q: 3 clusters Score -1555694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1555698.250000 Penalty: 4613.343262
	Iteration 67Q: 3 clusters Score -1555698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1555701.375000 Penalty: 4613.343262
	Iteration 68Q: 3 clusters Score -1555701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1555705.125000 Penalty: 4613.343262
	Iteration 69Q: 3 clusters Score -1555705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1555705.875000 Penalty: 4613.343262
	Iteration 70Q: 3 clusters Score -1555706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1555706.250000 Penalty: 4613.343262
	Iteration 71Q: 3 clusters Score -1555706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1555704.625000 Penalty: 4613.343262
	Iteration 72Q: 3 clusters Score -1555705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1555705.250000 Penalty: 4613.343262
	Iteration 73Q: 3 clusters Score -1555705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1555705.625000 Penalty: 4613.343262
	Iteration 74Q: 3 clusters Score -1555706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1555705.125000 Penalty: 4613.343262
	Iteration 75Q: 3 clusters Score -1555705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1555705.625000 Penalty: 4613.343262
	Iteration 76Q: 3 clusters Score -1555706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1555706.500000 Penalty: 4613.343262
	Iteration 77Q: 3 clusters Score -1555706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1555708.125000 Penalty: 4613.343262
	Iteration 78Q: 3 clusters Score -1555708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1555711.250000 Penalty: 4613.343262
	Iteration 79Q: 3 clusters Score -1555711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1555713.250000 Penalty: 4613.343262
	Iteration 80F: 3 clusters Score -1555713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1555715.625000 Penalty: 4613.343262
	Iteration 81Q: 3 clusters Score -1555716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1555716.250000 Penalty: 4613.343262
	Iteration 82Q: 3 clusters Score -1555716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1555715.125000 Penalty: 4613.343262
	Iteration 83Q: 3 clusters Score -1555715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1555715.125000 Penalty: 4613.343262
	Iteration 84F: 3 clusters Score -1555715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Entering Unmasked Estep 
Score: -3406021.250000 Penalty: 2501.197998
	Iteration 0F: 2 clusters Score -3406021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3389302.750000 Penalty: 5002.395996
	Iteration 0F: 3 clusters Score -3389303 nChanged 10725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3395096.000000 Penalty: 5002.395996
	Iteration 1F: 3 clusters Score -3395096 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -3395572.250000 Penalty: 5002.395996
	Iteration 2Q: 3 clusters Score -3395572 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3396050.750000 Penalty: 5002.395996
	Iteration 3Q: 3 clusters Score -3396051 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3396627.500000 Penalty: 5002.395996
	Iteration 4Q: 3 clusters Score -3396628 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3397408.000000 Penalty: 5002.395996
	Iteration 5F: 3 clusters Score -3397408 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3398432.000000 Penalty: 5002.395996
	Iteration 6F: 3 clusters Score -3398432 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3399580.750000 Penalty: 5002.395996
	Iteration 7F: 3 clusters Score -3399581 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3400864.000000 Penalty: 5002.395996
	Iteration 8F: 3 clusters Score -3400864 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3402060.250000 Penalty: 5002.395996
	Iteration 9F: 3 clusters Score -3402060 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3402897.500000 Penalty: 5002.395996
	Iteration 10Q: 3 clusters Score -3402898 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3403374.000000 Penalty: 5002.395996
	Iteration 11Q: 3 clusters Score -3403374 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3403597.000000 Penalty: 5002.395996
	Iteration 12Q: 3 clusters Score -3403597 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3403695.750000 Penalty: 5002.395996
	Iteration 13Q: 3 clusters Score -3403696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3403745.000000 Penalty: 5002.395996
	Iteration 14Q: 3 clusters Score -3403745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3403786.500000 Penalty: 5002.395996
	Iteration 15Q: 3 clusters Score -3403786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3403802.500000 Penalty: 5002.395996
	Iteration 16Q: 3 clusters Score -3403802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3403825.000000 Penalty: 5002.395996
	Iteration 17Q: 3 clusters Score -3403825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3403844.000000 Penalty: 5002.395996
	Iteration 18Q: 3 clusters Score -3403844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3403849.500000 Penalty: 5002.395996
	Iteration 19Q: 3 clusters Score -3403850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3403852.250000 Penalty: 5002.395996
	Iteration 20F: 3 clusters Score -3403852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3403864.500000 Penalty: 5002.395996
	Iteration 21Q: 3 clusters Score -3403864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3403872.500000 Penalty: 5002.395996
	Iteration 22Q: 3 clusters Score -3403872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3403879.250000 Penalty: 5002.395996
	Iteration 23Q: 3 clusters Score -3403879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3403879.250000 Penalty: 5002.395996
	Iteration 24F: 3 clusters Score -3403879 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 263 members 
Entering Unmasked Estep 
Score: -61731.531250 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61731.53 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62009.078125 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62009.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -62181.492188 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62181.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62337.359375 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62337.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62535.082031 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62535.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62913.578125 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62913.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63095.734375 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63095.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63123.132812 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63123.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63139.812500 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63139.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63148.769531 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63148.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63148.769531 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -63148.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Entering Unmasked Estep 
Score: -4190614.000000 Penalty: 2552.846924
	Iteration 0F: 2 clusters Score -4190614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4170407.750000 Penalty: 5105.693848
	Iteration 0F: 3 clusters Score -4170408 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4177526.750000 Penalty: 5105.693848
	Iteration 1F: 3 clusters Score -4177527 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -4177962.000000 Penalty: 5105.693848
	Iteration 2Q: 3 clusters Score -4177962 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4178349.000000 Penalty: 5105.693848
	Iteration 3Q: 3 clusters Score -4178349 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4178725.500000 Penalty: 5105.693848
	Iteration 4Q: 3 clusters Score -4178726 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4179180.750000 Penalty: 5105.693848
	Iteration 5Q: 3 clusters Score -4179181 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -4179770.000000 Penalty: 5105.693848
	Iteration 6Q: 3 clusters Score -4179770 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4180558.250000 Penalty: 5105.693848
	Iteration 7Q: 3 clusters Score -4180558 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4181547.750000 Penalty: 5105.693848
	Iteration 8F: 3 clusters Score -4181548 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4182809.000000 Penalty: 5105.693848
	Iteration 9F: 3 clusters Score -4182809 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4184239.250000 Penalty: 5105.693848
	Iteration 10F: 3 clusters Score -4184239 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4185378.000000 Penalty: 5105.693848
	Iteration 11F: 3 clusters Score -4185378 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -4186377.750000 Penalty: 5105.693848
	Iteration 12Q: 3 clusters Score -4186378 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -4187140.250000 Penalty: 5105.693848
	Iteration 13Q: 3 clusters Score -4187140 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4187651.500000 Penalty: 5105.693848
	Iteration 14Q: 3 clusters Score -4187652 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -4187936.500000 Penalty: 5105.693848
	Iteration 15Q: 3 clusters Score -4187936 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4188109.500000 Penalty: 5105.693848
	Iteration 16Q: 3 clusters Score -4188110 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -4188214.750000 Penalty: 5105.693848
	Iteration 17Q: 3 clusters Score -4188215 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4188281.500000 Penalty: 5105.693848
	Iteration 18Q: 3 clusters Score -4188282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4188324.000000 Penalty: 5105.693848
	Iteration 19Q: 3 clusters Score -4188324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -4188341.750000 Penalty: 5105.693848
	Iteration 20F: 3 clusters Score -4188342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4188352.750000 Penalty: 5105.693848
	Iteration 21Q: 3 clusters Score -4188353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -4188362.750000 Penalty: 5105.693848
	Iteration 22Q: 3 clusters Score -4188363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4188364.000000 Penalty: 5105.693848
	Iteration 23Q: 3 clusters Score -4188364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -4188370.750000 Penalty: 5105.693848
	Iteration 24Q: 3 clusters Score -4188371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -4188369.500000 Penalty: 5105.693848
	Iteration 25Q: 3 clusters Score -4188370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -4188373.000000 Penalty: 5105.693848
	Iteration 26Q: 3 clusters Score -4188373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4188378.000000 Penalty: 5105.693848
	Iteration 27Q: 3 clusters Score -4188378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -4188377.500000 Penalty: 5105.693848
	Iteration 28Q: 3 clusters Score -4188378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4188377.250000 Penalty: 5105.693848
	Iteration 29Q: 3 clusters Score -4188377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4188381.000000 Penalty: 5105.693848
	Iteration 30Q: 3 clusters Score -4188381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -4188381.000000 Penalty: 5105.693848
	Iteration 31F: 3 clusters Score -4188381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84966.601562 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84966.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85237.375000 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85237.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85327.265625 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85327.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -85393.664062 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85393.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85439.281250 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85439.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85447.984375 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85447.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85450.671875 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85450.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85450.671875 Penalty: 3242.917236
	Iteration 7F: 3 clusters Score -85450.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Entering Unmasked Estep 
Score: -3017626.750000 Penalty: 2471.601318
	Iteration 0F: 2 clusters Score -3017627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3002755.000000 Penalty: 4943.202637
	Iteration 0F: 3 clusters Score -3002755 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -3007703.750000 Penalty: 4943.202637
	Iteration 1F: 3 clusters Score -3007704 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3008090.750000 Penalty: 4943.202637
	Iteration 2F: 3 clusters Score -3008091 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3008473.250000 Penalty: 4943.202637
	Iteration 3Q: 3 clusters Score -3008473 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3008811.750000 Penalty: 4943.202637
	Iteration 4Q: 3 clusters Score -3008812 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3009168.250000 Penalty: 4943.202637
	Iteration 5Q: 3 clusters Score -3009168 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3009569.250000 Penalty: 4943.202637
	Iteration 6Q: 3 clusters Score -3009569 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3010074.500000 Penalty: 4943.202637
	Iteration 7Q: 3 clusters Score -3010074 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3010743.500000 Penalty: 4943.202637
	Iteration 8F: 3 clusters Score -3010744 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3011649.250000 Penalty: 4943.202637
	Iteration 9F: 3 clusters Score -3011649 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3012649.500000 Penalty: 4943.202637
	Iteration 10F: 3 clusters Score -3012650 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -3013527.750000 Penalty: 4943.202637
	Iteration 11Q: 3 clusters Score -3013528 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3014191.750000 Penalty: 4943.202637
	Iteration 12Q: 3 clusters Score -3014192 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3014686.000000 Penalty: 4943.202637
	Iteration 13Q: 3 clusters Score -3014686 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3015008.000000 Penalty: 4943.202637
	Iteration 14Q: 3 clusters Score -3015008 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -3015225.250000 Penalty: 4943.202637
	Iteration 15Q: 3 clusters Score -3015225 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3015356.500000 Penalty: 4943.202637
	Iteration 16Q: 3 clusters Score -3015356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3015457.750000 Penalty: 4943.202637
	Iteration 17Q: 3 clusters Score -3015458 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3015556.000000 Penalty: 4943.202637
	Iteration 18Q: 3 clusters Score -3015556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -3015587.500000 Penalty: 4943.202637
	Iteration 19Q: 3 clusters Score -3015588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3015617.500000 Penalty: 4943.202637
	Iteration 20F: 3 clusters Score -3015618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3015632.500000 Penalty: 4943.202637
	Iteration 21Q: 3 clusters Score -3015632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3015648.250000 Penalty: 4943.202637
	Iteration 22Q: 3 clusters Score -3015648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3015653.000000 Penalty: 4943.202637
	Iteration 23Q: 3 clusters Score -3015653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -3015660.500000 Penalty: 4943.202637
	Iteration 24Q: 3 clusters Score -3015660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3015682.250000 Penalty: 4943.202637
	Iteration 25Q: 3 clusters Score -3015682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -3015690.500000 Penalty: 4943.202637
	Iteration 26Q: 3 clusters Score -3015690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3015707.250000 Penalty: 4943.202637
	Iteration 27Q: 3 clusters Score -3015707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -3015717.000000 Penalty: 4943.202637
	Iteration 28Q: 3 clusters Score -3015717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3015726.750000 Penalty: 4943.202637
	Iteration 29Q: 3 clusters Score -3015727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3015736.250000 Penalty: 4943.202637
	Iteration 30Q: 3 clusters Score -3015736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3015743.500000 Penalty: 4943.202637
	Iteration 31Q: 3 clusters Score -3015744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3015750.500000 Penalty: 4943.202637
	Iteration 32Q: 3 clusters Score -3015750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3015756.500000 Penalty: 4943.202637
	Iteration 33Q: 3 clusters Score -3015756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3015757.500000 Penalty: 4943.202637
	Iteration 34Q: 3 clusters Score -3015758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -3015766.000000 Penalty: 4943.202637
	Iteration 35Q: 3 clusters Score -3015766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3015770.250000 Penalty: 4943.202637
	Iteration 36Q: 3 clusters Score -3015770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -3015774.000000 Penalty: 4943.202637
	Iteration 37Q: 3 clusters Score -3015774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3015780.250000 Penalty: 4943.202637
	Iteration 38Q: 3 clusters Score -3015780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -3015780.000000 Penalty: 4943.202637
	Iteration 39Q: 3 clusters Score -3015780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3015787.250000 Penalty: 4943.202637
	Iteration 40F: 3 clusters Score -3015787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3015789.250000 Penalty: 4943.202637
	Iteration 41Q: 3 clusters Score -3015789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3015786.250000 Penalty: 4943.202637
	Iteration 42Q: 3 clusters Score -3015786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3015794.250000 Penalty: 4943.202637
	Iteration 43Q: 3 clusters Score -3015794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3015793.000000 Penalty: 4943.202637
	Iteration 44Q: 3 clusters Score -3015793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3015798.750000 Penalty: 4943.202637
	Iteration 45Q: 3 clusters Score -3015799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -3015798.750000 Penalty: 4943.202637
	Iteration 46F: 3 clusters Score -3015799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Entering Unmasked Estep 
Score: -4556581.000000 Penalty: 2573.824219
	Iteration 0F: 2 clusters Score -4556581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -4534596.500000 Penalty: 5147.648438
	Iteration 0F: 3 clusters Score -4534596 nChanged 14600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -4542529.500000 Penalty: 5147.648438
	Iteration 1F: 3 clusters Score -4542530 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4542977.500000 Penalty: 5147.648438
	Iteration 2Q: 3 clusters Score -4542978 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4543386.500000 Penalty: 5147.648438
	Iteration 3Q: 3 clusters Score -4543386 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4543815.000000 Penalty: 5147.648438
	Iteration 4Q: 3 clusters Score -4543815 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4544385.000000 Penalty: 5147.648438
	Iteration 5Q: 3 clusters Score -4544385 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4545089.000000 Penalty: 5147.648438
	Iteration 6Q: 3 clusters Score -4545089 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -4545971.000000 Penalty: 5147.648438
	Iteration 7F: 3 clusters Score -4545971 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4547154.000000 Penalty: 5147.648438
	Iteration 8F: 3 clusters Score -4547154 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4548821.000000 Penalty: 5147.648438
	Iteration 9F: 3 clusters Score -4548821 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4550589.500000 Penalty: 5147.648438
	Iteration 10F: 3 clusters Score -4550590 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4551749.000000 Penalty: 5147.648438
	Iteration 11Q: 3 clusters Score -4551749 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -4552277.500000 Penalty: 5147.648438
	Iteration 12Q: 3 clusters Score -4552278 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -4552534.000000 Penalty: 5147.648438
	Iteration 13Q: 3 clusters Score -4552534 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4552699.500000 Penalty: 5147.648438
	Iteration 14Q: 3 clusters Score -4552700 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4552834.000000 Penalty: 5147.648438
	Iteration 15Q: 3 clusters Score -4552834 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -4552955.000000 Penalty: 5147.648438
	Iteration 16Q: 3 clusters Score -4552955 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -4553051.000000 Penalty: 5147.648438
	Iteration 17Q: 3 clusters Score -4553051 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -4553134.000000 Penalty: 5147.648438
	Iteration 18Q: 3 clusters Score -4553134 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -4553217.000000 Penalty: 5147.648438
	Iteration 19Q: 3 clusters Score -4553217 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -4553315.500000 Penalty: 5147.648438
	Iteration 20F: 3 clusters Score -4553316 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4553360.500000 Penalty: 5147.648438
	Iteration 21Q: 3 clusters Score -4553360 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4553410.500000 Penalty: 5147.648438
	Iteration 22Q: 3 clusters Score -4553410 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4553444.500000 Penalty: 5147.648438
	Iteration 23Q: 3 clusters Score -4553444 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4553499.500000 Penalty: 5147.648438
	Iteration 24Q: 3 clusters Score -4553500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4553550.000000 Penalty: 5147.648438
	Iteration 25Q: 3 clusters Score -4553550 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4553595.500000 Penalty: 5147.648438
	Iteration 26Q: 3 clusters Score -4553596 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -4553642.000000 Penalty: 5147.648438
	Iteration 27Q: 3 clusters Score -4553642 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -4553693.500000 Penalty: 5147.648438
	Iteration 28Q: 3 clusters Score -4553694 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4553735.000000 Penalty: 5147.648438
	Iteration 29Q: 3 clusters Score -4553735 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4553793.000000 Penalty: 5147.648438
	Iteration 30Q: 3 clusters Score -4553793 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4553849.500000 Penalty: 5147.648438
	Iteration 31Q: 3 clusters Score -4553850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -4553901.500000 Penalty: 5147.648438
	Iteration 32Q: 3 clusters Score -4553902 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4553959.000000 Penalty: 5147.648438
	Iteration 33Q: 3 clusters Score -4553959 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4554012.500000 Penalty: 5147.648438
	Iteration 34Q: 3 clusters Score -4554012 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4554047.500000 Penalty: 5147.648438
	Iteration 35Q: 3 clusters Score -4554048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -4554086.500000 Penalty: 5147.648438
	Iteration 36Q: 3 clusters Score -4554086 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -4554113.000000 Penalty: 5147.648438
	Iteration 37Q: 3 clusters Score -4554113 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -4554136.500000 Penalty: 5147.648438
	Iteration 38Q: 3 clusters Score -4554136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4554159.500000 Penalty: 5147.648438
	Iteration 39Q: 3 clusters Score -4554160 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4554161.000000 Penalty: 5147.648438
	Iteration 40F: 3 clusters Score -4554161 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4554191.500000 Penalty: 5147.648438
	Iteration 41Q: 3 clusters Score -4554192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4554208.500000 Penalty: 5147.648438
	Iteration 42Q: 3 clusters Score -4554208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4554213.000000 Penalty: 5147.648438
	Iteration 43Q: 3 clusters Score -4554213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4554229.500000 Penalty: 5147.648438
	Iteration 44Q: 3 clusters Score -4554230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -4554264.500000 Penalty: 5147.648438
	Iteration 45Q: 3 clusters Score -4554264 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4554297.000000 Penalty: 5147.648438
	Iteration 46Q: 3 clusters Score -4554297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4554310.000000 Penalty: 5147.648438
	Iteration 47Q: 3 clusters Score -4554310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4554334.000000 Penalty: 5147.648438
	Iteration 48Q: 3 clusters Score -4554334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4554368.000000 Penalty: 5147.648438
	Iteration 49Q: 3 clusters Score -4554368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4554382.000000 Penalty: 5147.648438
	Iteration 50Q: 3 clusters Score -4554382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -4554403.000000 Penalty: 5147.648438
	Iteration 51Q: 3 clusters Score -4554403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4554416.500000 Penalty: 5147.648438
	Iteration 52Q: 3 clusters Score -4554416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4554438.000000 Penalty: 5147.648438
	Iteration 53Q: 3 clusters Score -4554438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -4554445.000000 Penalty: 5147.648438
	Iteration 54Q: 3 clusters Score -4554445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4554461.500000 Penalty: 5147.648438
	Iteration 55Q: 3 clusters Score -4554462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4554463.500000 Penalty: 5147.648438
	Iteration 56Q: 3 clusters Score -4554464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -4554476.500000 Penalty: 5147.648438
	Iteration 57Q: 3 clusters Score -4554476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4554470.500000 Penalty: 5147.648438
	Iteration 58Q: 3 clusters Score -4554470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4554482.500000 Penalty: 5147.648438
	Iteration 59Q: 3 clusters Score -4554482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4554496.500000 Penalty: 5147.648438
	Iteration 60F: 3 clusters Score -4554496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4554499.500000 Penalty: 5147.648438
	Iteration 61Q: 3 clusters Score -4554500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -4554493.500000 Penalty: 5147.648438
	Iteration 62Q: 3 clusters Score -4554494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -4554496.500000 Penalty: 5147.648438
	Iteration 63Q: 3 clusters Score -4554496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4554507.000000 Penalty: 5147.648438
	Iteration 64Q: 3 clusters Score -4554507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4554511.000000 Penalty: 5147.648438
	Iteration 65Q: 3 clusters Score -4554511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4554512.000000 Penalty: 5147.648438
	Iteration 66Q: 3 clusters Score -4554512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4554519.500000 Penalty: 5147.648438
	Iteration 67Q: 3 clusters Score -4554520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4554533.000000 Penalty: 5147.648438
	Iteration 68Q: 3 clusters Score -4554533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4554539.000000 Penalty: 5147.648438
	Iteration 69Q: 3 clusters Score -4554539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4554550.000000 Penalty: 5147.648438
	Iteration 70Q: 3 clusters Score -4554550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -4554553.000000 Penalty: 5147.648438
	Iteration 71Q: 3 clusters Score -4554553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -4554555.000000 Penalty: 5147.648438
	Iteration 72Q: 3 clusters Score -4554555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -4554556.500000 Penalty: 5147.648438
	Iteration 73Q: 3 clusters Score -4554556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4554553.500000 Penalty: 5147.648438
	Iteration 74Q: 3 clusters Score -4554554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4554560.000000 Penalty: 5147.648438
	Iteration 75Q: 3 clusters Score -4554560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -4554556.500000 Penalty: 5147.648438
	Iteration 76Q: 3 clusters Score -4554556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4554558.500000 Penalty: 5147.648438
	Iteration 77Q: 3 clusters Score -4554558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4554561.500000 Penalty: 5147.648438
	Iteration 78Q: 3 clusters Score -4554562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4554557.000000 Penalty: 5147.648438
	Iteration 79Q: 3 clusters Score -4554557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4554560.000000 Penalty: 5147.648438
	Iteration 80F: 3 clusters Score -4554560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4554562.500000 Penalty: 5147.648438
	Iteration 81Q: 3 clusters Score -4554562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -4554565.500000 Penalty: 5147.648438
	Iteration 82Q: 3 clusters Score -4554566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -4554567.000000 Penalty: 5147.648438
	Iteration 83Q: 3 clusters Score -4554567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -4554564.500000 Penalty: 5147.648438
	Iteration 84Q: 3 clusters Score -4554564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4554565.000000 Penalty: 5147.648438
	Iteration 85Q: 3 clusters Score -4554565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4554565.500000 Penalty: 5147.648438
	Iteration 86Q: 3 clusters Score -4554566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4554568.000000 Penalty: 5147.648438
	Iteration 87Q: 3 clusters Score -4554568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4554572.500000 Penalty: 5147.648438
	Iteration 88Q: 3 clusters Score -4554572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -4554572.000000 Penalty: 5147.648438
	Iteration 89Q: 3 clusters Score -4554572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -4554572.000000 Penalty: 5147.648438
	Iteration 90Q: 3 clusters Score -4554572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -4554572.000000 Penalty: 5147.648438
	Iteration 91F: 3 clusters Score -4554572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -15460.768555 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15460.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15465.333008 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15465.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -15465.333008 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15465.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -272716.031250 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -272716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -270091.343750 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -270091.3 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -270573.625000 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -270573.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -270690.093750 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -270690.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270759.000000 Penalty: 3765.062744
	Iteration 3Q: 3 clusters Score -270759 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270790.937500 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -270790.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270805.468750 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -270805.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -270817.875000 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -270817.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -270836.937500 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -270836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -270847.718750 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -270847.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270853.468750 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -270853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -270856.843750 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -270856.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -270860.062500 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -270860.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -270860.968750 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -270861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270860.937500 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -270860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270861.812500 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -270861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -270862.937500 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -270862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -270865.000000 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -270865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -270866.000000 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -270866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270866.562500 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -270866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -270866.562500 Penalty: 3765.062744
	Iteration 19F: 3 clusters Score -270866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78218.976562 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78218.98 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78512.703125 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78512.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78667.960938 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78667.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -78733.937500 Penalty: 3219.398926
	Iteration 3Q: 3 clusters Score -78733.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78773.585938 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -78773.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78817.406250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -78817.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78913.523438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -78913.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -78973.679688 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -78973.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79055.812500 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79055.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79177.718750 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79177.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79277.546875 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -79277.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79397.734375 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -79397.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79521.554688 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -79521.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79582.398438 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -79582.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -79656.804688 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -79656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79705.968750 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -79705.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79745.343750 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -79745.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79777.085938 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -79777.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79835.984375 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -79835.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79901.414062 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -79901.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79946.078125 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -79946.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80076.554688 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -80076.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80215.429688 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -80215.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80421.429688 Penalty: 3219.398926
	Iteration 23Q: 3 clusters Score -80421.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -80501.921875 Penalty: 3219.398926
	Iteration 24Q: 3 clusters Score -80501.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80504.398438 Penalty: 3219.398926
	Iteration 25Q: 3 clusters Score -80504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80505.625000 Penalty: 3219.398926
	Iteration 26Q: 3 clusters Score -80505.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80505.625000 Penalty: 3219.398926
	Iteration 27F: 3 clusters Score -80505.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167401 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 23992 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29547 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 150 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 32101 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24300 members 
Mstep: Class 19 contains 80786 members 
Mstep: Class 20 contains 149702 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
Score: -84938272.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939360.000000 to -84938272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (31990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Entering Unmasked Estep 
Score: -4378366.000000 Penalty: 2572.548340
	Iteration 0F: 2 clusters Score -4378366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -4356620.500000 Penalty: 5145.096680
	Iteration 0F: 3 clusters Score -4356620 nChanged 14374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4364307.000000 Penalty: 5145.096680
	Iteration 1F: 3 clusters Score -4364307 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4364675.000000 Penalty: 5145.096680
	Iteration 2Q: 3 clusters Score -4364675 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -4365024.000000 Penalty: 5145.096680
	Iteration 3Q: 3 clusters Score -4365024 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4365289.500000 Penalty: 5145.096680
	Iteration 4Q: 3 clusters Score -4365290 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -4365590.000000 Penalty: 5145.096680
	Iteration 5Q: 3 clusters Score -4365590 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -4365917.000000 Penalty: 5145.096680
	Iteration 6Q: 3 clusters Score -4365917 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4366232.500000 Penalty: 5145.096680
	Iteration 7Q: 3 clusters Score -4366232 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -4366619.500000 Penalty: 5145.096680
	Iteration 8Q: 3 clusters Score -4366620 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -4367036.500000 Penalty: 5145.096680
	Iteration 9Q: 3 clusters Score -4367036 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4367522.000000 Penalty: 5145.096680
	Iteration 10Q: 3 clusters Score -4367522 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -4368031.500000 Penalty: 5145.096680
	Iteration 11Q: 3 clusters Score -4368032 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4368555.000000 Penalty: 5145.096680
	Iteration 12Q: 3 clusters Score -4368555 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -4369231.500000 Penalty: 5145.096680
	Iteration 13Q: 3 clusters Score -4369232 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -4370058.000000 Penalty: 5145.096680
	Iteration 14Q: 3 clusters Score -4370058 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -4370915.500000 Penalty: 5145.096680
	Iteration 15Q: 3 clusters Score -4370916 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4371858.000000 Penalty: 5145.096680
	Iteration 16Q: 3 clusters Score -4371858 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4372815.500000 Penalty: 5145.096680
	Iteration 17Q: 3 clusters Score -4372816 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4373593.000000 Penalty: 5145.096680
	Iteration 18Q: 3 clusters Score -4373593 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4374171.000000 Penalty: 5145.096680
	Iteration 19Q: 3 clusters Score -4374171 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4374598.500000 Penalty: 5145.096680
	Iteration 20F: 3 clusters Score -4374598 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4374900.500000 Penalty: 5145.096680
	Iteration 21Q: 3 clusters Score -4374900 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4375154.000000 Penalty: 5145.096680
	Iteration 22Q: 3 clusters Score -4375154 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4375368.500000 Penalty: 5145.096680
	Iteration 23Q: 3 clusters Score -4375368 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4375524.500000 Penalty: 5145.096680
	Iteration 24Q: 3 clusters Score -4375524 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4375660.000000 Penalty: 5145.096680
	Iteration 25Q: 3 clusters Score -4375660 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -4375751.000000 Penalty: 5145.096680
	Iteration 26Q: 3 clusters Score -4375751 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4375820.500000 Penalty: 5145.096680
	Iteration 27Q: 3 clusters Score -4375820 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -4375917.500000 Penalty: 5145.096680
	Iteration 28Q: 3 clusters Score -4375918 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4375993.000000 Penalty: 5145.096680
	Iteration 29Q: 3 clusters Score -4375993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4376043.000000 Penalty: 5145.096680
	Iteration 30Q: 3 clusters Score -4376043 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4376075.500000 Penalty: 5145.096680
	Iteration 31Q: 3 clusters Score -4376076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -4376098.000000 Penalty: 5145.096680
	Iteration 32Q: 3 clusters Score -4376098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4376118.000000 Penalty: 5145.096680
	Iteration 33Q: 3 clusters Score -4376118 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4376132.500000 Penalty: 5145.096680
	Iteration 34Q: 3 clusters Score -4376132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -4376147.000000 Penalty: 5145.096680
	Iteration 35Q: 3 clusters Score -4376147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -4376159.500000 Penalty: 5145.096680
	Iteration 36Q: 3 clusters Score -4376160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -4376176.500000 Penalty: 5145.096680
	Iteration 37Q: 3 clusters Score -4376176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -4376187.000000 Penalty: 5145.096680
	Iteration 38Q: 3 clusters Score -4376187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -4376201.500000 Penalty: 5145.096680
	Iteration 39Q: 3 clusters Score -4376202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -4376201.500000 Penalty: 5145.096680
	Iteration 40F: 3 clusters Score -4376202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -4376199.500000 Penalty: 5145.096680
	Iteration 41Q: 3 clusters Score -4376200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4376209.500000 Penalty: 5145.096680
	Iteration 42Q: 3 clusters Score -4376210 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4376216.000000 Penalty: 5145.096680
	Iteration 43Q: 3 clusters Score -4376216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -4376220.500000 Penalty: 5145.096680
	Iteration 44Q: 3 clusters Score -4376220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4376214.500000 Penalty: 5145.096680
	Iteration 45Q: 3 clusters Score -4376214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4376215.000000 Penalty: 5145.096680
	Iteration 46Q: 3 clusters Score -4376215 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4376235.500000 Penalty: 5145.096680
	Iteration 47Q: 3 clusters Score -4376236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4376230.000000 Penalty: 5145.096680
	Iteration 48Q: 3 clusters Score -4376230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -4376233.000000 Penalty: 5145.096680
	Iteration 49Q: 3 clusters Score -4376233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4376236.500000 Penalty: 5145.096680
	Iteration 50Q: 3 clusters Score -4376236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -4376233.000000 Penalty: 5145.096680
	Iteration 51Q: 3 clusters Score -4376233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -4376244.500000 Penalty: 5145.096680
	Iteration 52Q: 3 clusters Score -4376244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4376244.000000 Penalty: 5145.096680
	Iteration 53Q: 3 clusters Score -4376244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4376259.000000 Penalty: 5145.096680
	Iteration 54Q: 3 clusters Score -4376259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -4376261.000000 Penalty: 5145.096680
	Iteration 55Q: 3 clusters Score -4376261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -4376262.000000 Penalty: 5145.096680
	Iteration 56Q: 3 clusters Score -4376262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4376270.000000 Penalty: 5145.096680
	Iteration 57Q: 3 clusters Score -4376270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -4376275.500000 Penalty: 5145.096680
	Iteration 58Q: 3 clusters Score -4376276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4376270.500000 Penalty: 5145.096680
	Iteration 59Q: 3 clusters Score -4376270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -4376281.000000 Penalty: 5145.096680
	Iteration 60F: 3 clusters Score -4376281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -4376283.500000 Penalty: 5145.096680
	Iteration 61Q: 3 clusters Score -4376284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -4376282.000000 Penalty: 5145.096680
	Iteration 62Q: 3 clusters Score -4376282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4376278.500000 Penalty: 5145.096680
	Iteration 63Q: 3 clusters Score -4376278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -4376282.500000 Penalty: 5145.096680
	Iteration 64Q: 3 clusters Score -4376282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -4376282.500000 Penalty: 5145.096680
	Iteration 65Q: 3 clusters Score -4376282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4376286.000000 Penalty: 5145.096680
	Iteration 66Q: 3 clusters Score -4376286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -4376285.500000 Penalty: 5145.096680
	Iteration 67Q: 3 clusters Score -4376286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4376280.000000 Penalty: 5145.096680
	Iteration 68Q: 3 clusters Score -4376280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -4376286.000000 Penalty: 5145.096680
	Iteration 69Q: 3 clusters Score -4376286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -4376291.500000 Penalty: 5145.096680
	Iteration 70Q: 3 clusters Score -4376292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -4376298.000000 Penalty: 5145.096680
	Iteration 71Q: 3 clusters Score -4376298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -4376300.000000 Penalty: 5145.096680
	Iteration 72Q: 3 clusters Score -4376300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4376304.000000 Penalty: 5145.096680
	Iteration 73Q: 3 clusters Score -4376304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4376307.500000 Penalty: 5145.096680
	Iteration 74Q: 3 clusters Score -4376308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4376304.000000 Penalty: 5145.096680
	Iteration 75Q: 3 clusters Score -4376304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -4376312.000000 Penalty: 5145.096680
	Iteration 76Q: 3 clusters Score -4376312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4376317.000000 Penalty: 5145.096680
	Iteration 77Q: 3 clusters Score -4376317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -4376321.000000 Penalty: 5145.096680
	Iteration 78Q: 3 clusters Score -4376321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -4376320.500000 Penalty: 5145.096680
	Iteration 79Q: 3 clusters Score -4376320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4376323.000000 Penalty: 5145.096680
	Iteration 80F: 3 clusters Score -4376323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4376326.000000 Penalty: 5145.096680
	Iteration 81Q: 3 clusters Score -4376326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -4376330.000000 Penalty: 5145.096680
	Iteration 82Q: 3 clusters Score -4376330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4376333.000000 Penalty: 5145.096680
	Iteration 83Q: 3 clusters Score -4376333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4376337.000000 Penalty: 5145.096680
	Iteration 84Q: 3 clusters Score -4376337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -4376332.000000 Penalty: 5145.096680
	Iteration 85Q: 3 clusters Score -4376332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4376341.500000 Penalty: 5145.096680
	Iteration 86Q: 3 clusters Score -4376342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -4376339.000000 Penalty: 5145.096680
	Iteration 87Q: 3 clusters Score -4376339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4376333.500000 Penalty: 5145.096680
	Iteration 88Q: 3 clusters Score -4376334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4376334.500000 Penalty: 5145.096680
	Iteration 89Q: 3 clusters Score -4376334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -4376339.000000 Penalty: 5145.096680
	Iteration 90Q: 3 clusters Score -4376339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4376340.000000 Penalty: 5145.096680
	Iteration 91Q: 3 clusters Score -4376340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -4376339.000000 Penalty: 5145.096680
	Iteration 92Q: 3 clusters Score -4376339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4376341.000000 Penalty: 5145.096680
	Iteration 93Q: 3 clusters Score -4376341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4376341.000000 Penalty: 5145.096680
	Iteration 94F: 3 clusters Score -4376341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Entering Unmasked Estep 
Score: -4553014.500000 Penalty: 2573.407227
	Iteration 0F: 2 clusters Score -4553014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4531089.000000 Penalty: 5146.814453
	Iteration 0F: 3 clusters Score -4531089 nChanged 14465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -4538861.000000 Penalty: 5146.814453
	Iteration 1F: 3 clusters Score -4538861 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4539185.500000 Penalty: 5146.814453
	Iteration 2Q: 3 clusters Score -4539186 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4539505.000000 Penalty: 5146.814453
	Iteration 3Q: 3 clusters Score -4539505 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4539772.000000 Penalty: 5146.814453
	Iteration 4Q: 3 clusters Score -4539772 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -4540065.500000 Penalty: 5146.814453
	Iteration 5Q: 3 clusters Score -4540066 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4540465.000000 Penalty: 5146.814453
	Iteration 6Q: 3 clusters Score -4540465 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4541033.500000 Penalty: 5146.814453
	Iteration 7Q: 3 clusters Score -4541034 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4542011.500000 Penalty: 5146.814453
	Iteration 8F: 3 clusters Score -4542012 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -4543608.000000 Penalty: 5146.814453
	Iteration 9F: 3 clusters Score -4543608 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -4545708.500000 Penalty: 5146.814453
	Iteration 10F: 3 clusters Score -4545708 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -4547922.500000 Penalty: 5146.814453
	Iteration 11F: 3 clusters Score -4547922 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -4549483.500000 Penalty: 5146.814453
	Iteration 12Q: 3 clusters Score -4549484 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4550301.000000 Penalty: 5146.814453
	Iteration 13Q: 3 clusters Score -4550301 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4550627.500000 Penalty: 5146.814453
	Iteration 14Q: 3 clusters Score -4550628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -4550744.000000 Penalty: 5146.814453
	Iteration 15Q: 3 clusters Score -4550744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4550806.500000 Penalty: 5146.814453
	Iteration 16Q: 3 clusters Score -4550806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -4550831.500000 Penalty: 5146.814453
	Iteration 17Q: 3 clusters Score -4550832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4550841.500000 Penalty: 5146.814453
	Iteration 18Q: 3 clusters Score -4550842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4550849.000000 Penalty: 5146.814453
	Iteration 19Q: 3 clusters Score -4550849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -4550858.500000 Penalty: 5146.814453
	Iteration 20F: 3 clusters Score -4550858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4550862.500000 Penalty: 5146.814453
	Iteration 21Q: 3 clusters Score -4550862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4550868.500000 Penalty: 5146.814453
	Iteration 22Q: 3 clusters Score -4550868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4550868.500000 Penalty: 5146.814453
	Iteration 23F: 3 clusters Score -4550868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191386.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -189238.921875 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189238.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -189845.000000 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189845 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -190107.812500 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -190107.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -190296.281250 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -190296.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -190451.906250 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -190451.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190550.812500 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -190550.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190606.015625 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -190606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190642.484375 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -190642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -190669.234375 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -190669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -190680.796875 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -190680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -190694.484375 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -190694.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190699.968750 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -190700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190708.312500 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -190708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -190712.906250 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -190712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -190712.906250 Penalty: 3606.420166
	Iteration 14F: 3 clusters Score -190712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Entering Unmasked Estep 
Score: -3447237.750000 Penalty: 2504.361328
	Iteration 0F: 2 clusters Score -3447238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -3430346.500000 Penalty: 5008.722656
	Iteration 0F: 3 clusters Score -3430346 nChanged 10740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3436110.500000 Penalty: 5008.722656
	Iteration 1F: 3 clusters Score -3436110 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3436497.750000 Penalty: 5008.722656
	Iteration 2Q: 3 clusters Score -3436498 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3436778.500000 Penalty: 5008.722656
	Iteration 3Q: 3 clusters Score -3436778 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -3437020.500000 Penalty: 5008.722656
	Iteration 4Q: 3 clusters Score -3437020 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3437224.500000 Penalty: 5008.722656
	Iteration 5Q: 3 clusters Score -3437224 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -3437417.750000 Penalty: 5008.722656
	Iteration 6Q: 3 clusters Score -3437418 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3437613.000000 Penalty: 5008.722656
	Iteration 7Q: 3 clusters Score -3437613 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3437827.000000 Penalty: 5008.722656
	Iteration 8Q: 3 clusters Score -3437827 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3438041.250000 Penalty: 5008.722656
	Iteration 9Q: 3 clusters Score -3438041 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -3438308.000000 Penalty: 5008.722656
	Iteration 10Q: 3 clusters Score -3438308 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3438659.750000 Penalty: 5008.722656
	Iteration 11Q: 3 clusters Score -3438660 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -3439190.250000 Penalty: 5008.722656
	Iteration 12Q: 3 clusters Score -3439190 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3439872.000000 Penalty: 5008.722656
	Iteration 13Q: 3 clusters Score -3439872 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3440699.250000 Penalty: 5008.722656
	Iteration 14F: 3 clusters Score -3440699 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3441621.000000 Penalty: 5008.722656
	Iteration 15F: 3 clusters Score -3441621 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3442595.750000 Penalty: 5008.722656
	Iteration 16F: 3 clusters Score -3442596 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3443368.750000 Penalty: 5008.722656
	Iteration 17Q: 3 clusters Score -3443369 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3443939.000000 Penalty: 5008.722656
	Iteration 18Q: 3 clusters Score -3443939 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3444351.750000 Penalty: 5008.722656
	Iteration 19Q: 3 clusters Score -3444352 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3444624.000000 Penalty: 5008.722656
	Iteration 20F: 3 clusters Score -3444624 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3444798.250000 Penalty: 5008.722656
	Iteration 21Q: 3 clusters Score -3444798 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3444938.250000 Penalty: 5008.722656
	Iteration 22Q: 3 clusters Score -3444938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3445023.250000 Penalty: 5008.722656
	Iteration 23Q: 3 clusters Score -3445023 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3445067.750000 Penalty: 5008.722656
	Iteration 24Q: 3 clusters Score -3445068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3445112.500000 Penalty: 5008.722656
	Iteration 25Q: 3 clusters Score -3445112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3445114.750000 Penalty: 5008.722656
	Iteration 26Q: 3 clusters Score -3445115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3445139.750000 Penalty: 5008.722656
	Iteration 27Q: 3 clusters Score -3445140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3445154.750000 Penalty: 5008.722656
	Iteration 28Q: 3 clusters Score -3445155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3445166.750000 Penalty: 5008.722656
	Iteration 29Q: 3 clusters Score -3445167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3445185.750000 Penalty: 5008.722656
	Iteration 30Q: 3 clusters Score -3445186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3445199.000000 Penalty: 5008.722656
	Iteration 31Q: 3 clusters Score -3445199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3445203.500000 Penalty: 5008.722656
	Iteration 32Q: 3 clusters Score -3445204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3445207.750000 Penalty: 5008.722656
	Iteration 33Q: 3 clusters Score -3445208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3445215.250000 Penalty: 5008.722656
	Iteration 34Q: 3 clusters Score -3445215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3445222.250000 Penalty: 5008.722656
	Iteration 35Q: 3 clusters Score -3445222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3445231.000000 Penalty: 5008.722656
	Iteration 36Q: 3 clusters Score -3445231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3445245.250000 Penalty: 5008.722656
	Iteration 37Q: 3 clusters Score -3445245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3445247.250000 Penalty: 5008.722656
	Iteration 38Q: 3 clusters Score -3445247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3445253.000000 Penalty: 5008.722656
	Iteration 39Q: 3 clusters Score -3445253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3445254.500000 Penalty: 5008.722656
	Iteration 40F: 3 clusters Score -3445254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3445257.750000 Penalty: 5008.722656
	Iteration 41Q: 3 clusters Score -3445258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3445253.500000 Penalty: 5008.722656
	Iteration 42Q: 3 clusters Score -3445254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3445254.000000 Penalty: 5008.722656
	Iteration 43Q: 3 clusters Score -3445254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3445254.000000 Penalty: 5008.722656
	Iteration 44F: 3 clusters Score -3445254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80786 members 
Entering Unmasked Estep 
Score: -11375123.000000 Penalty: 2802.290527
	Iteration 0F: 2 clusters Score -1.137512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -11321429.000000 Penalty: 5604.581055
	Iteration 0F: 3 clusters Score -1.132143e+07 nChanged 37695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -11342435.000000 Penalty: 5604.581055
	Iteration 1F: 3 clusters Score -1.134244e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -11343116.000000 Penalty: 5604.581055
	Iteration 2Q: 3 clusters Score -1.134312e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -11343819.000000 Penalty: 5604.581055
	Iteration 3Q: 3 clusters Score -1.134382e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -11344543.000000 Penalty: 5604.581055
	Iteration 4Q: 3 clusters Score -1.134454e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -11345430.000000 Penalty: 5604.581055
	Iteration 5Q: 3 clusters Score -1.134543e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -11346495.000000 Penalty: 5604.581055
	Iteration 6Q: 3 clusters Score -1.13465e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -11348041.000000 Penalty: 5604.581055
	Iteration 7Q: 3 clusters Score -1.134804e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -11350209.000000 Penalty: 5604.581055
	Iteration 8F: 3 clusters Score -1.135021e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -11353088.000000 Penalty: 5604.581055
	Iteration 9F: 3 clusters Score -1.135309e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -11356559.000000 Penalty: 5604.581055
	Iteration 10F: 3 clusters Score -1.135656e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -11359600.000000 Penalty: 5604.581055
	Iteration 11F: 3 clusters Score -1.13596e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -11361106.000000 Penalty: 5604.581055
	Iteration 12Q: 3 clusters Score -1.136111e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -11361730.000000 Penalty: 5604.581055
	Iteration 13Q: 3 clusters Score -1.136173e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -11361992.000000 Penalty: 5604.581055
	Iteration 14Q: 3 clusters Score -1.136199e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -11362207.000000 Penalty: 5604.581055
	Iteration 15Q: 3 clusters Score -1.136221e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -11362342.000000 Penalty: 5604.581055
	Iteration 16Q: 3 clusters Score -1.136234e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -11362500.000000 Penalty: 5604.581055
	Iteration 17Q: 3 clusters Score -1.13625e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -11362645.000000 Penalty: 5604.581055
	Iteration 18Q: 3 clusters Score -1.136264e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11362845.000000 Penalty: 5604.581055
	Iteration 19Q: 3 clusters Score -1.136284e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -11363039.000000 Penalty: 5604.581055
	Iteration 20F: 3 clusters Score -1.136304e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -11363204.000000 Penalty: 5604.581055
	Iteration 21Q: 3 clusters Score -1.13632e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -11363321.000000 Penalty: 5604.581055
	Iteration 22Q: 3 clusters Score -1.136332e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -11363506.000000 Penalty: 5604.581055
	Iteration 23Q: 3 clusters Score -1.136351e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -11363757.000000 Penalty: 5604.581055
	Iteration 24Q: 3 clusters Score -1.136376e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -11363956.000000 Penalty: 5604.581055
	Iteration 25Q: 3 clusters Score -1.136396e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -11364237.000000 Penalty: 5604.581055
	Iteration 26Q: 3 clusters Score -1.136424e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -11364497.000000 Penalty: 5604.581055
	Iteration 27Q: 3 clusters Score -1.13645e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -11364745.000000 Penalty: 5604.581055
	Iteration 28Q: 3 clusters Score -1.136474e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -11365074.000000 Penalty: 5604.581055
	Iteration 29Q: 3 clusters Score -1.136507e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -11365276.000000 Penalty: 5604.581055
	Iteration 30Q: 3 clusters Score -1.136528e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -11365561.000000 Penalty: 5604.581055
	Iteration 31Q: 3 clusters Score -1.136556e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -11365848.000000 Penalty: 5604.581055
	Iteration 32Q: 3 clusters Score -1.136585e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 58406 members 
Entering Unmasked Estep 
Score: -11366113.000000 Penalty: 5604.581055
	Iteration 33Q: 3 clusters Score -1.136611e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -11366427.000000 Penalty: 5604.581055
	Iteration 34Q: 3 clusters Score -1.136643e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -11366783.000000 Penalty: 5604.581055
	Iteration 35Q: 3 clusters Score -1.136678e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -11367086.000000 Penalty: 5604.581055
	Iteration 36Q: 3 clusters Score -1.136709e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -11367421.000000 Penalty: 5604.581055
	Iteration 37Q: 3 clusters Score -1.136742e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -11367747.000000 Penalty: 5604.581055
	Iteration 38Q: 3 clusters Score -1.136775e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 64836 members 
Entering Unmasked Estep 
Score: -11368058.000000 Penalty: 5604.581055
	Iteration 39Q: 3 clusters Score -1.136806e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -11368354.000000 Penalty: 5604.581055
	Iteration 40F: 3 clusters Score -1.136835e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -11368593.000000 Penalty: 5604.581055
	Iteration 41Q: 3 clusters Score -1.136859e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -11368829.000000 Penalty: 5604.581055
	Iteration 42Q: 3 clusters Score -1.136883e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 68778 members 
Entering Unmasked Estep 
Score: -11369144.000000 Penalty: 5604.581055
	Iteration 43Q: 3 clusters Score -1.136914e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -11369468.000000 Penalty: 5604.581055
	Iteration 44Q: 3 clusters Score -1.136947e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 70667 members 
Entering Unmasked Estep 
Score: -11369799.000000 Penalty: 5604.581055
	Iteration 45Q: 3 clusters Score -1.13698e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 71545 members 
Entering Unmasked Estep 
Score: -11370071.000000 Penalty: 5604.581055
	Iteration 46Q: 3 clusters Score -1.137007e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 72358 members 
Entering Unmasked Estep 
Score: -11370392.000000 Penalty: 5604.581055
	Iteration 47Q: 3 clusters Score -1.137039e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -11370710.000000 Penalty: 5604.581055
	Iteration 48Q: 3 clusters Score -1.137071e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -11370979.000000 Penalty: 5604.581055
	Iteration 49Q: 3 clusters Score -1.137098e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -11371215.000000 Penalty: 5604.581055
	Iteration 50Q: 3 clusters Score -1.137122e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -11371433.000000 Penalty: 5604.581055
	Iteration 51Q: 3 clusters Score -1.137143e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -11371593.000000 Penalty: 5604.581055
	Iteration 52Q: 3 clusters Score -1.137159e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 76085 members 
Entering Unmasked Estep 
Score: -11371729.000000 Penalty: 5604.581055
	Iteration 53Q: 3 clusters Score -1.137173e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -11371870.000000 Penalty: 5604.581055
	Iteration 54Q: 3 clusters Score -1.137187e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -11372035.000000 Penalty: 5604.581055
	Iteration 55Q: 3 clusters Score -1.137204e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -11372148.000000 Penalty: 5604.581055
	Iteration 56Q: 3 clusters Score -1.137215e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -11372239.000000 Penalty: 5604.581055
	Iteration 57Q: 3 clusters Score -1.137224e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -11372299.000000 Penalty: 5604.581055
	Iteration 58Q: 3 clusters Score -1.13723e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -11372365.000000 Penalty: 5604.581055
	Iteration 59Q: 3 clusters Score -1.137236e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 78174 members 
Entering Unmasked Estep 
Score: -11372402.000000 Penalty: 5604.581055
	Iteration 60F: 3 clusters Score -1.13724e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -11372483.000000 Penalty: 5604.581055
	Iteration 61Q: 3 clusters Score -1.137248e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 78488 members 
Entering Unmasked Estep 
Score: -11372514.000000 Penalty: 5604.581055
	Iteration 62Q: 3 clusters Score -1.137251e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -11372558.000000 Penalty: 5604.581055
	Iteration 63Q: 3 clusters Score -1.137256e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 78676 members 
Entering Unmasked Estep 
Score: -11372636.000000 Penalty: 5604.581055
	Iteration 64Q: 3 clusters Score -1.137264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -11372641.000000 Penalty: 5604.581055
	Iteration 65Q: 3 clusters Score -1.137264e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -11372674.000000 Penalty: 5604.581055
	Iteration 66Q: 3 clusters Score -1.137267e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -11372693.000000 Penalty: 5604.581055
	Iteration 67Q: 3 clusters Score -1.137269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -11372701.000000 Penalty: 5604.581055
	Iteration 68Q: 3 clusters Score -1.13727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -11372698.000000 Penalty: 5604.581055
	Iteration 69Q: 3 clusters Score -1.13727e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -11372722.000000 Penalty: 5604.581055
	Iteration 70Q: 3 clusters Score -1.137272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -11372724.000000 Penalty: 5604.581055
	Iteration 71Q: 3 clusters Score -1.137272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -11372744.000000 Penalty: 5604.581055
	Iteration 72Q: 3 clusters Score -1.137274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 79111 members 
Entering Unmasked Estep 
Score: -11372718.000000 Penalty: 5604.581055
	Iteration 73Q: 3 clusters Score -1.137272e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 79147 members 
Entering Unmasked Estep 
Score: -11372738.000000 Penalty: 5604.581055
	Iteration 74Q: 3 clusters Score -1.137274e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -11372736.000000 Penalty: 5604.581055
	Iteration 75Q: 3 clusters Score -1.137274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -11372758.000000 Penalty: 5604.581055
	Iteration 76Q: 3 clusters Score -1.137276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -11372763.000000 Penalty: 5604.581055
	Iteration 77Q: 3 clusters Score -1.137276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -11372780.000000 Penalty: 5604.581055
	Iteration 78Q: 3 clusters Score -1.137278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79298 members 
Entering Unmasked Estep 
Score: -11372797.000000 Penalty: 5604.581055
	Iteration 79Q: 3 clusters Score -1.13728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -11372807.000000 Penalty: 5604.581055
	Iteration 80F: 3 clusters Score -1.137281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -11372814.000000 Penalty: 5604.581055
	Iteration 81Q: 3 clusters Score -1.137281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -11372824.000000 Penalty: 5604.581055
	Iteration 82Q: 3 clusters Score -1.137282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11372816.000000 Penalty: 5604.581055
	Iteration 83Q: 3 clusters Score -1.137282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 79379 members 
Entering Unmasked Estep 
Score: -11372825.000000 Penalty: 5604.581055
	Iteration 84Q: 3 clusters Score -1.137282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -11372813.000000 Penalty: 5604.581055
	Iteration 85Q: 3 clusters Score -1.137281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -11372827.000000 Penalty: 5604.581055
	Iteration 86Q: 3 clusters Score -1.137283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -11372835.000000 Penalty: 5604.581055
	Iteration 87Q: 3 clusters Score -1.137284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -11372842.000000 Penalty: 5604.581055
	Iteration 88Q: 3 clusters Score -1.137284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -11372843.000000 Penalty: 5604.581055
	Iteration 89Q: 3 clusters Score -1.137284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -11372847.000000 Penalty: 5604.581055
	Iteration 90Q: 3 clusters Score -1.137285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -11372845.000000 Penalty: 5604.581055
	Iteration 91Q: 3 clusters Score -1.137284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -11372841.000000 Penalty: 5604.581055
	Iteration 92Q: 3 clusters Score -1.137284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -11372846.000000 Penalty: 5604.581055
	Iteration 93Q: 3 clusters Score -1.137285e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -11372852.000000 Penalty: 5604.581055
	Iteration 94Q: 3 clusters Score -1.137285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 79470 members 
Entering Unmasked Estep 
Score: -11372856.000000 Penalty: 5604.581055
	Iteration 95Q: 3 clusters Score -1.137286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -11372857.000000 Penalty: 5604.581055
	Iteration 96Q: 3 clusters Score -1.137286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -11372863.000000 Penalty: 5604.581055
	Iteration 97Q: 3 clusters Score -1.137286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -11372869.000000 Penalty: 5604.581055
	Iteration 98Q: 3 clusters Score -1.137287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -11372868.000000 Penalty: 5604.581055
	Iteration 99Q: 3 clusters Score -1.137287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 79480 members 
Entering Unmasked Estep 
Score: -11372862.000000 Penalty: 5604.581055
	Iteration 100F: 3 clusters Score -1.137286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149702 members 
Entering Unmasked Estep 
Score: -20888516.000000 Penalty: 2955.267578
	Iteration 0F: 2 clusters Score -2.088852e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -20790138.000000 Penalty: 5910.535156
	Iteration 0F: 3 clusters Score -2.079014e+07 nChanged 71442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 75971 members 
Entering Unmasked Estep 
Score: -20831292.000000 Penalty: 5910.535156
	Iteration 1F: 3 clusters Score -2.083129e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 76753 members 
Entering Unmasked Estep 
Score: -20832208.000000 Penalty: 5910.535156
	Iteration 2Q: 3 clusters Score -2.083221e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -20833134.000000 Penalty: 5910.535156
	Iteration 3Q: 3 clusters Score -2.083313e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70392 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -20834362.000000 Penalty: 5910.535156
	Iteration 4Q: 3 clusters Score -2.083436e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -20836090.000000 Penalty: 5910.535156
	Iteration 5Q: 3 clusters Score -2.083609e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -20838536.000000 Penalty: 5910.535156
	Iteration 6Q: 3 clusters Score -2.083854e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62120 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -20841596.000000 Penalty: 5910.535156
	Iteration 7Q: 3 clusters Score -2.08416e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 91910 members 
Entering Unmasked Estep 
Score: -20845808.000000 Penalty: 5910.535156
	Iteration 8Q: 3 clusters Score -2.084581e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 96830 members 
Entering Unmasked Estep 
Score: -20851226.000000 Penalty: 5910.535156
	Iteration 9F: 3 clusters Score -2.085123e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -20856624.000000 Penalty: 5910.535156
	Iteration 10F: 3 clusters Score -2.085662e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 106065 members 
Entering Unmasked Estep 
Score: -20861498.000000 Penalty: 5910.535156
	Iteration 11F: 3 clusters Score -2.08615e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -20865600.000000 Penalty: 5910.535156
	Iteration 12Q: 3 clusters Score -2.08656e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 112556 members 
Entering Unmasked Estep 
Score: -20868238.000000 Penalty: 5910.535156
	Iteration 13Q: 3 clusters Score -2.086824e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -20869836.000000 Penalty: 5910.535156
	Iteration 14Q: 3 clusters Score -2.086984e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 117770 members 
Entering Unmasked Estep 
Score: -20871178.000000 Penalty: 5910.535156
	Iteration 15Q: 3 clusters Score -2.087118e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 120458 members 
Entering Unmasked Estep 
Score: -20872306.000000 Penalty: 5910.535156
	Iteration 16Q: 3 clusters Score -2.087231e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -20873482.000000 Penalty: 5910.535156
	Iteration 17Q: 3 clusters Score -2.087348e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 126080 members 
Entering Unmasked Estep 
Score: -20874762.000000 Penalty: 5910.535156
	Iteration 18Q: 3 clusters Score -2.087476e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -20875958.000000 Penalty: 5910.535156
	Iteration 19Q: 3 clusters Score -2.087596e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 131620 members 
Entering Unmasked Estep 
Score: -20877260.000000 Penalty: 5910.535156
	Iteration 20F: 3 clusters Score -2.087726e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 134317 members 
Entering Unmasked Estep 
Score: -20878560.000000 Penalty: 5910.535156
	Iteration 21Q: 3 clusters Score -2.087856e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 137016 members 
Entering Unmasked Estep 
Score: -20880130.000000 Penalty: 5910.535156
	Iteration 22Q: 3 clusters Score -2.088013e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 139499 members 
Entering Unmasked Estep 
Score: -20881564.000000 Penalty: 5910.535156
	Iteration 23Q: 3 clusters Score -2.088156e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 141643 members 
Entering Unmasked Estep 
Score: -20882714.000000 Penalty: 5910.535156
	Iteration 24Q: 3 clusters Score -2.088271e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 143326 members 
Entering Unmasked Estep 
Score: -20883556.000000 Penalty: 5910.535156
	Iteration 25Q: 3 clusters Score -2.088356e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 144714 members 
Entering Unmasked Estep 
Score: -20884244.000000 Penalty: 5910.535156
	Iteration 26Q: 3 clusters Score -2.088424e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 145785 members 
Entering Unmasked Estep 
Score: -20884708.000000 Penalty: 5910.535156
	Iteration 27Q: 3 clusters Score -2.088471e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 146635 members 
Entering Unmasked Estep 
Score: -20885170.000000 Penalty: 5910.535156
	Iteration 28Q: 3 clusters Score -2.088517e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -20885408.000000 Penalty: 5910.535156
	Iteration 29Q: 3 clusters Score -2.088541e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -20885624.000000 Penalty: 5910.535156
	Iteration 30Q: 3 clusters Score -2.088562e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -20885722.000000 Penalty: 5910.535156
	Iteration 31Q: 3 clusters Score -2.088572e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 148239 members 
Entering Unmasked Estep 
Score: -20885812.000000 Penalty: 5910.535156
	Iteration 32Q: 3 clusters Score -2.088581e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 148395 members 
Entering Unmasked Estep 
Score: -20885880.000000 Penalty: 5910.535156
	Iteration 33Q: 3 clusters Score -2.088588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 148497 members 
Entering Unmasked Estep 
Score: -20885890.000000 Penalty: 5910.535156
	Iteration 34Q: 3 clusters Score -2.088589e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -20885936.000000 Penalty: 5910.535156
	Iteration 35Q: 3 clusters Score -2.088594e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -20885954.000000 Penalty: 5910.535156
	Iteration 36Q: 3 clusters Score -2.088595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 148664 members 
Entering Unmasked Estep 
Score: -20885978.000000 Penalty: 5910.535156
	Iteration 37Q: 3 clusters Score -2.088598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 148700 members 
Entering Unmasked Estep 
Score: -20886026.000000 Penalty: 5910.535156
	Iteration 38Q: 3 clusters Score -2.088603e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -20886040.000000 Penalty: 5910.535156
	Iteration 39Q: 3 clusters Score -2.088604e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -20886066.000000 Penalty: 5910.535156
	Iteration 40F: 3 clusters Score -2.088607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -20886068.000000 Penalty: 5910.535156
	Iteration 41Q: 3 clusters Score -2.088607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 148809 members 
Entering Unmasked Estep 
Score: -20886076.000000 Penalty: 5910.535156
	Iteration 42Q: 3 clusters Score -2.088608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -20886082.000000 Penalty: 5910.535156
	Iteration 43Q: 3 clusters Score -2.088608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
Score: -20886074.000000 Penalty: 5910.535156
	Iteration 44Q: 3 clusters Score -2.088607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 148842 members 
Entering Unmasked Estep 
Score: -20886080.000000 Penalty: 5910.535156
	Iteration 45Q: 3 clusters Score -2.088608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 148851 members 
Entering Unmasked Estep 
Score: -20886088.000000 Penalty: 5910.535156
	Iteration 46Q: 3 clusters Score -2.088609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -20886090.000000 Penalty: 5910.535156
	Iteration 47Q: 3 clusters Score -2.088609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 148868 members 
Entering Unmasked Estep 
Score: -20886106.000000 Penalty: 5910.535156
	Iteration 48Q: 3 clusters Score -2.088611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -20886110.000000 Penalty: 5910.535156
	Iteration 49Q: 3 clusters Score -2.088611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 148875 members 
Entering Unmasked Estep 
Score: -20886118.000000 Penalty: 5910.535156
	Iteration 50Q: 3 clusters Score -2.088612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 148879 members 
Entering Unmasked Estep 
Score: -20886116.000000 Penalty: 5910.535156
	Iteration 51Q: 3 clusters Score -2.088612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 148885 members 
Entering Unmasked Estep 
Score: -20886114.000000 Penalty: 5910.535156
	Iteration 52Q: 3 clusters Score -2.088611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 148893 members 
Entering Unmasked Estep 
Score: -20886124.000000 Penalty: 5910.535156
	Iteration 53Q: 3 clusters Score -2.088612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -20886106.000000 Penalty: 5910.535156
	Iteration 54Q: 3 clusters Score -2.088611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -20886112.000000 Penalty: 5910.535156
	Iteration 55Q: 3 clusters Score -2.088611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 148910 members 
Entering Unmasked Estep 
Score: -20886124.000000 Penalty: 5910.535156
	Iteration 56Q: 3 clusters Score -2.088612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -20886148.000000 Penalty: 5910.535156
	Iteration 57Q: 3 clusters Score -2.088615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -20886128.000000 Penalty: 5910.535156
	Iteration 58Q: 3 clusters Score -2.088613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 148915 members 
Entering Unmasked Estep 
Score: -20886128.000000 Penalty: 5910.535156
	Iteration 59F: 3 clusters Score -2.088613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -276137.750000 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -276137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -273476.593750 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -273476.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -273934.312500 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -273934.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -274072.343750 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -274072.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -274143.000000 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -274143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -274185.375000 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -274185.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -274210.718750 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -274210.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -274232.312500 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -274232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274241.968750 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -274242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274246.656250 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -274246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -274250.906250 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -274250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274256.968750 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -274257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274259.312500 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -274259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274261.281250 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -274261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274261.781250 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -274261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -274262.656250 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -274262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -274264.906250 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -274264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274266.875000 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -274266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274269.687500 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -274269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274272.093750 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -274272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274272.687500 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -274272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274273.093750 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -274273.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274273.562500 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -274273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274273.500000 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -274273.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -274273.500000 Penalty: 3766.313721
	Iteration 23F: 3 clusters Score -274273.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -227922.234375 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -227922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -225511.468750 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -225511.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225903.796875 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -225903.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -226027.421875 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -226027.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226110.125000 Penalty: 3689.729980
	Iteration 3Q: 3 clusters Score -226110.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226182.718750 Penalty: 3689.729980
	Iteration 4Q: 3 clusters Score -226182.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -226231.031250 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -226231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -226263.828125 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -226263.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -226287.140625 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -226287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -226301.890625 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -226301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -226314.046875 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -226314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -226322.515625 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -226322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -226328.546875 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -226328.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -226331.015625 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -226331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -226331.984375 Penalty: 3689.729980
	Iteration 13Q: 3 clusters Score -226332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -226334.390625 Penalty: 3689.729980
	Iteration 14Q: 3 clusters Score -226334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -226337.562500 Penalty: 3689.729980
	Iteration 15Q: 3 clusters Score -226337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -226340.343750 Penalty: 3689.729980
	Iteration 16Q: 3 clusters Score -226340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226342.171875 Penalty: 3689.729980
	Iteration 17Q: 3 clusters Score -226342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -226342.562500 Penalty: 3689.729980
	Iteration 18Q: 3 clusters Score -226342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -226342.562500 Penalty: 3689.729980
	Iteration 19F: 3 clusters Score -226342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167401 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10950 members 
Mstep: Class 5 contains 23992 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29547 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31990 members 
Mstep: Class 16 contains 32101 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24300 members 
Mstep: Class 19 contains 80786 members 
Mstep: Class 20 contains 149702 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939352.000000 Penalty: 69427.117188
Iteration 159Q: 22 clusters Score -8.493935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 23979 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29547 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31993 members 
Mstep: Class 16 contains 32097 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24302 members 
Mstep: Class 19 contains 80781 members 
Mstep: Class 20 contains 149706 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 160F: 22 clusters Score -8.493933e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 23974 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29546 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31995 members 
Mstep: Class 16 contains 32093 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24298 members 
Mstep: Class 19 contains 80777 members 
Mstep: Class 20 contains 149716 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 161Q: 22 clusters Score -8.493933e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 23970 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29545 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32147 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 31998 members 
Mstep: Class 16 contains 32089 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24299 members 
Mstep: Class 19 contains 80769 members 
Mstep: Class 20 contains 149725 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 162Q: 22 clusters Score -8.493922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 23966 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29549 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21294 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32004 members 
Mstep: Class 16 contains 32083 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24298 members 
Mstep: Class 19 contains 80758 members 
Mstep: Class 20 contains 149731 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 163Q: 22 clusters Score -8.493922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 23962 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29549 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32148 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32008 members 
Mstep: Class 16 contains 32084 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24297 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149735 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939208.000000 Penalty: 69427.117188
Iteration 164Q: 22 clusters Score -8.493921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 23959 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29550 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32149 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32010 members 
Mstep: Class 16 contains 32084 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24294 members 
Mstep: Class 19 contains 80745 members 
Mstep: Class 20 contains 149742 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 165Q: 22 clusters Score -8.493922e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 23956 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29551 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32150 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32010 members 
Mstep: Class 16 contains 32084 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24291 members 
Mstep: Class 19 contains 80737 members 
Mstep: Class 20 contains 149748 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 166Q: 22 clusters Score -8.493927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 23954 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29551 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32151 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32012 members 
Mstep: Class 16 contains 32083 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24288 members 
Mstep: Class 19 contains 80733 members 
Mstep: Class 20 contains 149749 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939280.000000 Penalty: 69427.117188
Iteration 167Q: 22 clusters Score -8.493928e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 23952 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29550 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32012 members 
Mstep: Class 16 contains 32082 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24284 members 
Mstep: Class 19 contains 80728 members 
Mstep: Class 20 contains 149763 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 168Q: 22 clusters Score -8.493922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 23950 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29551 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32155 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32014 members 
Mstep: Class 16 contains 32082 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24283 members 
Mstep: Class 19 contains 80724 members 
Mstep: Class 20 contains 149766 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 169Q: 22 clusters Score -8.493919e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10945 members 
Mstep: Class 5 contains 23946 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29552 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 32153 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32020 members 
Mstep: Class 16 contains 32077 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24282 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 149777 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939176.000000 Penalty: 69427.117188
Iteration 170Q: 22 clusters Score -8.493918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 23941 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29553 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32154 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32023 members 
Mstep: Class 16 contains 32074 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24280 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 149782 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 171Q: 22 clusters Score -8.493922e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 23935 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29555 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21292 members 
Mstep: Class 10 contains 32152 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 16 contains 32071 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24277 members 
Mstep: Class 19 contains 80718 members 
Mstep: Class 20 contains 149788 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 172Q: 22 clusters Score -8.493925e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 23923 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29550 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32154 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32035 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24272 members 
Mstep: Class 19 contains 80725 members 
Mstep: Class 20 contains 149798 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939232.000000 Penalty: 69427.117188
Iteration 173Q: 22 clusters Score -8.493923e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167453 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 23914 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29547 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32157 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32041 members 
Mstep: Class 16 contains 32068 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24270 members 
Mstep: Class 19 contains 80717 members 
Mstep: Class 20 contains 149817 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939112.000000 Penalty: 69427.117188
Iteration 174Q: 22 clusters Score -8.493911e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 23911 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29542 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21289 members 
Mstep: Class 10 contains 32159 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32043 members 
Mstep: Class 16 contains 32069 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24270 members 
Mstep: Class 19 contains 80722 members 
Mstep: Class 20 contains 149819 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939168.000000 Penalty: 69427.117188
Iteration 175Q: 22 clusters Score -8.493917e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 23905 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29542 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32162 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32046 members 
Mstep: Class 16 contains 32068 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24269 members 
Mstep: Class 19 contains 80726 members 
Mstep: Class 20 contains 149816 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939112.000000 Penalty: 69427.117188
Iteration 176Q: 22 clusters Score -8.493911e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 23901 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29540 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32051 members 
Mstep: Class 16 contains 32068 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24268 members 
Mstep: Class 19 contains 80724 members 
Mstep: Class 20 contains 149825 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939072.000000 Penalty: 69427.117188
Iteration 177Q: 22 clusters Score -8.493907e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 23899 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29540 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32057 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24268 members 
Mstep: Class 19 contains 80728 members 
Mstep: Class 20 contains 149825 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939056.000000 Penalty: 69427.117188
Iteration 178Q: 22 clusters Score -8.493906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 23897 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29539 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32057 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24264 members 
Mstep: Class 19 contains 80730 members 
Mstep: Class 20 contains 149825 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939056.000000 Penalty: 69427.117188
Iteration 179Q: 22 clusters Score -8.493906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167444 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 23898 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29536 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32060 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 80730 members 
Mstep: Class 20 contains 149824 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939000.000000 Penalty: 69427.117188
Iteration 180F: 22 clusters Score -8.4939e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167446 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 23900 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29535 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32062 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 80731 members 
Mstep: Class 20 contains 149823 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939024.000000 Penalty: 69427.117188
Iteration 181Q: 22 clusters Score -8.493902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 23896 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32063 members 
Mstep: Class 16 contains 32068 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 80739 members 
Mstep: Class 20 contains 149813 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939016.000000 Penalty: 69427.117188
Iteration 182Q: 22 clusters Score -8.493902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 23891 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32065 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 80749 members 
Mstep: Class 20 contains 149809 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939056.000000 Penalty: 69427.117188
Iteration 183Q: 22 clusters Score -8.493906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167463 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 23888 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21289 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32064 members 
Mstep: Class 16 contains 32066 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 80755 members 
Mstep: Class 20 contains 149805 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939096.000000 Penalty: 69427.117188
Iteration 184Q: 22 clusters Score -8.49391e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10934 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32066 members 
Mstep: Class 16 contains 32067 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 149802 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939104.000000 Penalty: 69427.117188
Iteration 185Q: 22 clusters Score -8.49391e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10934 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21290 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32069 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 149796 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939136.000000 Penalty: 69427.117188
Iteration 186Q: 22 clusters Score -8.493914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10933 members 
Mstep: Class 5 contains 23886 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21287 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32070 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 80762 members 
Mstep: Class 20 contains 149793 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939136.000000 Penalty: 69427.117188
Iteration 187Q: 22 clusters Score -8.493914e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10934 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29534 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21286 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32073 members 
Mstep: Class 16 contains 32065 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 80764 members 
Mstep: Class 20 contains 149794 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939120.000000 Penalty: 69427.117188
Iteration 188Q: 22 clusters Score -8.493912e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29534 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21280 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32078 members 
Mstep: Class 16 contains 32063 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 80765 members 
Mstep: Class 20 contains 149797 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 189Q: 22 clusters Score -8.49392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29534 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21278 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32079 members 
Mstep: Class 16 contains 32062 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 80765 members 
Mstep: Class 20 contains 149792 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939160.000000 Penalty: 69427.117188
Iteration 190Q: 22 clusters Score -8.493916e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167475 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 23886 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21274 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32086 members 
Mstep: Class 16 contains 32059 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 80767 members 
Mstep: Class 20 contains 149789 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939168.000000 Penalty: 69427.117188
Iteration 191Q: 22 clusters Score -8.493917e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 23886 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29532 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21270 members 
Mstep: Class 10 contains 32158 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32092 members 
Mstep: Class 16 contains 32058 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 80775 members 
Mstep: Class 20 contains 149781 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939160.000000 Penalty: 69427.117188
Iteration 192Q: 22 clusters Score -8.493916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29533 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21269 members 
Mstep: Class 10 contains 32158 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32100 members 
Mstep: Class 16 contains 32057 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 80775 members 
Mstep: Class 20 contains 149776 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939136.000000 Penalty: 69427.117188
Iteration 193Q: 22 clusters Score -8.493914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 23888 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29532 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21266 members 
Mstep: Class 10 contains 32160 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32109 members 
Mstep: Class 16 contains 32055 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 80779 members 
Mstep: Class 20 contains 149774 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939144.000000 Penalty: 69427.117188
Iteration 194Q: 22 clusters Score -8.493914e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29530 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32161 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32110 members 
Mstep: Class 16 contains 32054 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 80781 members 
Mstep: Class 20 contains 149779 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 195Q: 22 clusters Score -8.493919e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167488 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29528 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32112 members 
Mstep: Class 16 contains 32050 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 149764 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939184.000000 Penalty: 69427.117188
Iteration 196Q: 22 clusters Score -8.493918e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10927 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29526 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32112 members 
Mstep: Class 16 contains 32044 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 80786 members 
Mstep: Class 20 contains 149768 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 197Q: 22 clusters Score -8.493926e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29524 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32112 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149770 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 198Q: 22 clusters Score -8.493926e+07 nChanged 64
Entering ConstructFrom: 
Score: -84939256.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167487 members 
Entering Unmasked Estep 
Score: -23350722.000000 Penalty: 2983.107910
	Iteration 0F: 2 clusters Score -2.335072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83522 members 
Mstep: Class 2 contains 83965 members 
Entering Unmasked Estep 
Score: -23242218.000000 Penalty: 5966.215820
	Iteration 0F: 3 clusters Score -2.324222e+07 nChanged 80366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -23289506.000000 Penalty: 5966.215820
	Iteration 1F: 3 clusters Score -2.328951e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 89124 members 
Entering Unmasked Estep 
Score: -23290288.000000 Penalty: 5966.215820
	Iteration 2Q: 3 clusters Score -2.329029e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -23291518.000000 Penalty: 5966.215820
	Iteration 3Q: 3 clusters Score -2.329152e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 97148 members 
Entering Unmasked Estep 
Score: -23293770.000000 Penalty: 5966.215820
	Iteration 4Q: 3 clusters Score -2.329377e+07 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 103920 members 
Entering Unmasked Estep 
Score: -23297490.000000 Penalty: 5966.215820
	Iteration 5Q: 3 clusters Score -2.329749e+07 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 113346 members 
Entering Unmasked Estep 
Score: -23304626.000000 Penalty: 5966.215820
	Iteration 6F: 3 clusters Score -2.330463e+07 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 124710 members 
Entering Unmasked Estep 
Score: -23314492.000000 Penalty: 5966.215820
	Iteration 7F: 3 clusters Score -2.331449e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -23325148.000000 Penalty: 5966.215820
	Iteration 8F: 3 clusters Score -2.332515e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 145371 members 
Entering Unmasked Estep 
Score: -23333462.000000 Penalty: 5966.215820
	Iteration 9F: 3 clusters Score -2.333346e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 152088 members 
Entering Unmasked Estep 
Score: -23339000.000000 Penalty: 5966.215820
	Iteration 10Q: 3 clusters Score -2.3339e+07 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 156572 members 
Entering Unmasked Estep 
Score: -23342384.000000 Penalty: 5966.215820
	Iteration 11Q: 3 clusters Score -2.334238e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -23344092.000000 Penalty: 5966.215820
	Iteration 12Q: 3 clusters Score -2.334409e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -23345228.000000 Penalty: 5966.215820
	Iteration 13Q: 3 clusters Score -2.334523e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -23346190.000000 Penalty: 5966.215820
	Iteration 14Q: 3 clusters Score -2.334619e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 164188 members 
Entering Unmasked Estep 
Score: -23346858.000000 Penalty: 5966.215820
	Iteration 15Q: 3 clusters Score -2.334686e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -23347270.000000 Penalty: 5966.215820
	Iteration 16Q: 3 clusters Score -2.334727e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -23347548.000000 Penalty: 5966.215820
	Iteration 17Q: 3 clusters Score -2.334755e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -23347772.000000 Penalty: 5966.215820
	Iteration 18Q: 3 clusters Score -2.334777e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -23347870.000000 Penalty: 5966.215820
	Iteration 19Q: 3 clusters Score -2.334787e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -23347928.000000 Penalty: 5966.215820
	Iteration 20F: 3 clusters Score -2.334793e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 166357 members 
Entering Unmasked Estep 
Score: -23348020.000000 Penalty: 5966.215820
	Iteration 21Q: 3 clusters Score -2.334802e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 166454 members 
Entering Unmasked Estep 
Score: -23348036.000000 Penalty: 5966.215820
	Iteration 22Q: 3 clusters Score -2.334804e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -23348074.000000 Penalty: 5966.215820
	Iteration 23Q: 3 clusters Score -2.334807e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 166592 members 
Entering Unmasked Estep 
Score: -23348092.000000 Penalty: 5966.215820
	Iteration 24Q: 3 clusters Score -2.334809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -23348102.000000 Penalty: 5966.215820
	Iteration 25Q: 3 clusters Score -2.33481e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 166645 members 
Entering Unmasked Estep 
Score: -23348134.000000 Penalty: 5966.215820
	Iteration 26Q: 3 clusters Score -2.334813e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 166663 members 
Entering Unmasked Estep 
Score: -23348146.000000 Penalty: 5966.215820
	Iteration 27Q: 3 clusters Score -2.334815e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 166682 members 
Entering Unmasked Estep 
Score: -23348168.000000 Penalty: 5966.215820
	Iteration 28Q: 3 clusters Score -2.334817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 166704 members 
Entering Unmasked Estep 
Score: -23348178.000000 Penalty: 5966.215820
	Iteration 29Q: 3 clusters Score -2.334818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 166730 members 
Entering Unmasked Estep 
Score: -23348192.000000 Penalty: 5966.215820
	Iteration 30Q: 3 clusters Score -2.334819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 166746 members 
Entering Unmasked Estep 
Score: -23348184.000000 Penalty: 5966.215820
	Iteration 31Q: 3 clusters Score -2.334818e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -23348198.000000 Penalty: 5966.215820
	Iteration 32Q: 3 clusters Score -2.33482e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 166772 members 
Entering Unmasked Estep 
Score: -23348204.000000 Penalty: 5966.215820
	Iteration 33Q: 3 clusters Score -2.33482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 166779 members 
Entering Unmasked Estep 
Score: -23348208.000000 Penalty: 5966.215820
	Iteration 34Q: 3 clusters Score -2.334821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -23348210.000000 Penalty: 5966.215820
	Iteration 35Q: 3 clusters Score -2.334821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -23348224.000000 Penalty: 5966.215820
	Iteration 36Q: 3 clusters Score -2.334822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 166782 members 
Entering Unmasked Estep 
Score: -23348226.000000 Penalty: 5966.215820
	Iteration 37Q: 3 clusters Score -2.334823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -23348220.000000 Penalty: 5966.215820
	Iteration 38Q: 3 clusters Score -2.334822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 166786 members 
Entering Unmasked Estep 
Score: -23348228.000000 Penalty: 5966.215820
	Iteration 39Q: 3 clusters Score -2.334823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 166785 members 
Entering Unmasked Estep 
Score: -23348232.000000 Penalty: 5966.215820
	Iteration 40F: 3 clusters Score -2.334823e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 166783 members 
Entering Unmasked Estep 
Score: -23348218.000000 Penalty: 5966.215820
	Iteration 41Q: 3 clusters Score -2.334822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -23348238.000000 Penalty: 5966.215820
	Iteration 42Q: 3 clusters Score -2.334824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 166784 members 
Entering Unmasked Estep 
Score: -23348238.000000 Penalty: 5966.215820
	Iteration 43F: 3 clusters Score -2.334824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 346 members 
Entering Unmasked Estep 
Score: -95122.507812 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95122.51 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95375.375000 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95375.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95505.062500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95505.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -95728.843750 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -95728.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96323.304688 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -96323.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96533.625000 Penalty: 3306.179199
	Iteration 5F: 3 clusters Score -96533.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -96671.789062 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -96671.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -96845.640625 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -96845.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -96942.726562 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96942.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -96971.320312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96971.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -96987.835938 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96987.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97018.289062 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -97018.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -97047.242188 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -97047.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97095.414062 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -97095.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -97154.625000 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -97154.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97183.585938 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -97183.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -97197.242188 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -97197.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -97203.773438 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -97203.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -97208.796875 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -97208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -97229.968750 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -97229.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97265.054688 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -97265.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97287.015625 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -97287.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97293.031250 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -97293.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97311.234375 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -97311.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -97327.632812 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -97327.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -97360.148438 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -97360.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97371.351562 Penalty: 3306.179199
	Iteration 26Q: 3 clusters Score -97371.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97371.351562 Penalty: 3306.179199
	Iteration 27F: 3 clusters Score -97371.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 235 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29522 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32116 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 80789 members 
Mstep: Class 20 contains 149770 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
Score: -84938192.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939256.000000 to -84938192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.046875 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243734.390625 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243734.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -244149.421875 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244149.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244258.703125 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244258.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -244315.000000 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244340.046875 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244356.281250 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -244363.140625 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -244369.609375 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244369.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244375.781250 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244378.203125 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244384.125000 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244388.812500 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244388.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244396.671875 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244396.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244402.500000 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244409.984375 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -244413.953125 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -244414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244418.234375 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -244418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244419.890625 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -244419.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244420.921875 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -244420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -244421.578125 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -244421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244421.984375 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -244422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -244422.953125 Penalty: 3711.131104
	Iteration 21Q: 3 clusters Score -244423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -244423.968750 Penalty: 3711.131104
	Iteration 22Q: 3 clusters Score -244424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -244424.906250 Penalty: 3711.131104
	Iteration 23Q: 3 clusters Score -244424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -244425.000000 Penalty: 3711.131104
	Iteration 24Q: 3 clusters Score -244425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244427.234375 Penalty: 3711.131104
	Iteration 25Q: 3 clusters Score -244427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244428.890625 Penalty: 3711.131104
	Iteration 26Q: 3 clusters Score -244428.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -244428.890625 Penalty: 3711.131104
	Iteration 27F: 3 clusters Score -244428.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Entering Unmasked Estep 
Score: -1554172.625000 Penalty: 2306.104736
	Iteration 0F: 2 clusters Score -1554173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1545926.125000 Penalty: 4612.209473
	Iteration 0F: 3 clusters Score -1545926 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1548358.625000 Penalty: 4612.209473
	Iteration 1F: 3 clusters Score -1548359 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1548721.250000 Penalty: 4612.209473
	Iteration 2F: 3 clusters Score -1548721 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1548990.500000 Penalty: 4612.209473
	Iteration 3F: 3 clusters Score -1548990 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1549203.875000 Penalty: 4612.209473
	Iteration 4Q: 3 clusters Score -1549204 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1549437.125000 Penalty: 4612.209473
	Iteration 5Q: 3 clusters Score -1549437 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1549687.500000 Penalty: 4612.209473
	Iteration 6Q: 3 clusters Score -1549688 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1549954.500000 Penalty: 4612.209473
	Iteration 7Q: 3 clusters Score -1549954 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1550266.625000 Penalty: 4612.209473
	Iteration 8Q: 3 clusters Score -1550267 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1550578.625000 Penalty: 4612.209473
	Iteration 9Q: 3 clusters Score -1550579 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1550871.875000 Penalty: 4612.209473
	Iteration 10Q: 3 clusters Score -1550872 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1551131.625000 Penalty: 4612.209473
	Iteration 11Q: 3 clusters Score -1551132 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1551365.000000 Penalty: 4612.209473
	Iteration 12Q: 3 clusters Score -1551365 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1551528.250000 Penalty: 4612.209473
	Iteration 13Q: 3 clusters Score -1551528 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1551651.750000 Penalty: 4612.209473
	Iteration 14Q: 3 clusters Score -1551652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1551732.125000 Penalty: 4612.209473
	Iteration 15Q: 3 clusters Score -1551732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1551795.375000 Penalty: 4612.209473
	Iteration 16Q: 3 clusters Score -1551795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1551855.375000 Penalty: 4612.209473
	Iteration 17Q: 3 clusters Score -1551855 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1551893.125000 Penalty: 4612.209473
	Iteration 18Q: 3 clusters Score -1551893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1551936.625000 Penalty: 4612.209473
	Iteration 19Q: 3 clusters Score -1551937 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1551982.000000 Penalty: 4612.209473
	Iteration 20F: 3 clusters Score -1551982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1552009.875000 Penalty: 4612.209473
	Iteration 21Q: 3 clusters Score -1552010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1552044.250000 Penalty: 4612.209473
	Iteration 22Q: 3 clusters Score -1552044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1552074.000000 Penalty: 4612.209473
	Iteration 23Q: 3 clusters Score -1552074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1552098.375000 Penalty: 4612.209473
	Iteration 24Q: 3 clusters Score -1552098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1552113.625000 Penalty: 4612.209473
	Iteration 25Q: 3 clusters Score -1552114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1552128.250000 Penalty: 4612.209473
	Iteration 26Q: 3 clusters Score -1552128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1552141.625000 Penalty: 4612.209473
	Iteration 27Q: 3 clusters Score -1552142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1552159.125000 Penalty: 4612.209473
	Iteration 28Q: 3 clusters Score -1552159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1552169.000000 Penalty: 4612.209473
	Iteration 29Q: 3 clusters Score -1552169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1552175.250000 Penalty: 4612.209473
	Iteration 30Q: 3 clusters Score -1552175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1552177.625000 Penalty: 4612.209473
	Iteration 31Q: 3 clusters Score -1552178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1552183.500000 Penalty: 4612.209473
	Iteration 32Q: 3 clusters Score -1552184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1552192.000000 Penalty: 4612.209473
	Iteration 33Q: 3 clusters Score -1552192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1552199.625000 Penalty: 4612.209473
	Iteration 34Q: 3 clusters Score -1552200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1552199.875000 Penalty: 4612.209473
	Iteration 35Q: 3 clusters Score -1552200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1552211.875000 Penalty: 4612.209473
	Iteration 36Q: 3 clusters Score -1552212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1552218.625000 Penalty: 4612.209473
	Iteration 37Q: 3 clusters Score -1552219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1552222.875000 Penalty: 4612.209473
	Iteration 38Q: 3 clusters Score -1552223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1552227.500000 Penalty: 4612.209473
	Iteration 39Q: 3 clusters Score -1552228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1552229.625000 Penalty: 4612.209473
	Iteration 40F: 3 clusters Score -1552230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1552233.375000 Penalty: 4612.209473
	Iteration 41Q: 3 clusters Score -1552233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1552231.375000 Penalty: 4612.209473
	Iteration 42Q: 3 clusters Score -1552231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1552231.500000 Penalty: 4612.209473
	Iteration 43Q: 3 clusters Score -1552232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1552231.500000 Penalty: 4612.209473
	Iteration 44F: 3 clusters Score -1552232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Entering Unmasked Estep 
Score: -3390946.500000 Penalty: 2500.089600
	Iteration 0F: 2 clusters Score -3390946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3374390.250000 Penalty: 5000.179199
	Iteration 0F: 3 clusters Score -3374390 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3380047.250000 Penalty: 5000.179199
	Iteration 1F: 3 clusters Score -3380047 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3380460.750000 Penalty: 5000.179199
	Iteration 2F: 3 clusters Score -3380461 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3380804.250000 Penalty: 5000.179199
	Iteration 3Q: 3 clusters Score -3380804 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3381095.250000 Penalty: 5000.179199
	Iteration 4Q: 3 clusters Score -3381095 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3381377.250000 Penalty: 5000.179199
	Iteration 5Q: 3 clusters Score -3381377 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -3381713.000000 Penalty: 5000.179199
	Iteration 6Q: 3 clusters Score -3381713 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -3382168.750000 Penalty: 5000.179199
	Iteration 7Q: 3 clusters Score -3382169 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3382778.000000 Penalty: 5000.179199
	Iteration 8Q: 3 clusters Score -3382778 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3383614.000000 Penalty: 5000.179199
	Iteration 9F: 3 clusters Score -3383614 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3384614.000000 Penalty: 5000.179199
	Iteration 10F: 3 clusters Score -3384614 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3385628.250000 Penalty: 5000.179199
	Iteration 11F: 3 clusters Score -3385628 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -3386596.000000 Penalty: 5000.179199
	Iteration 12Q: 3 clusters Score -3386596 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3387345.250000 Penalty: 5000.179199
	Iteration 13Q: 3 clusters Score -3387345 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3387858.500000 Penalty: 5000.179199
	Iteration 14Q: 3 clusters Score -3387858 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3388185.250000 Penalty: 5000.179199
	Iteration 15Q: 3 clusters Score -3388185 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3388376.750000 Penalty: 5000.179199
	Iteration 16Q: 3 clusters Score -3388377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3388486.250000 Penalty: 5000.179199
	Iteration 17Q: 3 clusters Score -3388486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3388553.750000 Penalty: 5000.179199
	Iteration 18Q: 3 clusters Score -3388554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3388599.750000 Penalty: 5000.179199
	Iteration 19Q: 3 clusters Score -3388600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3388633.750000 Penalty: 5000.179199
	Iteration 20F: 3 clusters Score -3388634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3388650.000000 Penalty: 5000.179199
	Iteration 21Q: 3 clusters Score -3388650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3388661.000000 Penalty: 5000.179199
	Iteration 22Q: 3 clusters Score -3388661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3388672.250000 Penalty: 5000.179199
	Iteration 23Q: 3 clusters Score -3388672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3388677.750000 Penalty: 5000.179199
	Iteration 24Q: 3 clusters Score -3388678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3388683.000000 Penalty: 5000.179199
	Iteration 25Q: 3 clusters Score -3388683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3388697.750000 Penalty: 5000.179199
	Iteration 26Q: 3 clusters Score -3388698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3388705.250000 Penalty: 5000.179199
	Iteration 27Q: 3 clusters Score -3388705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3388703.750000 Penalty: 5000.179199
	Iteration 28Q: 3 clusters Score -3388704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3388711.750000 Penalty: 5000.179199
	Iteration 29Q: 3 clusters Score -3388712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3388710.500000 Penalty: 5000.179199
	Iteration 30Q: 3 clusters Score -3388710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3388713.000000 Penalty: 5000.179199
	Iteration 31Q: 3 clusters Score -3388713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3388713.000000 Penalty: 5000.179199
	Iteration 32F: 3 clusters Score -3388713 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 265 members 
Entering Unmasked Estep 
Score: -61724.011719 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61724.01 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61973.144531 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61973.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62061.839844 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62061.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -62105.515625 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62105.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62160.664062 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62160.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62206.250000 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62206.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62313.152344 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62313.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62571.996094 Penalty: 3116.930664
	Iteration 7F: 3 clusters Score -62572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62772.976562 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62772.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62931.460938 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62931.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63084.441406 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63084.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63135.046875 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63135.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63146.511719 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63146.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63152.421875 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63152.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63152.421875 Penalty: 3116.930664
	Iteration 14F: 3 clusters Score -63152.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Entering Unmasked Estep 
Score: -4187126.750000 Penalty: 2552.636963
	Iteration 0F: 2 clusters Score -4187127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4166883.250000 Penalty: 5105.273926
	Iteration 0F: 3 clusters Score -4166883 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4174082.500000 Penalty: 5105.273926
	Iteration 1F: 3 clusters Score -4174082 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4174511.000000 Penalty: 5105.273926
	Iteration 2Q: 3 clusters Score -4174511 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -4174807.250000 Penalty: 5105.273926
	Iteration 3Q: 3 clusters Score -4174807 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4175086.000000 Penalty: 5105.273926
	Iteration 4Q: 3 clusters Score -4175086 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4175366.250000 Penalty: 5105.273926
	Iteration 5Q: 3 clusters Score -4175366 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4175686.500000 Penalty: 5105.273926
	Iteration 6Q: 3 clusters Score -4175686 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4175994.000000 Penalty: 5105.273926
	Iteration 7Q: 3 clusters Score -4175994 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -4176347.750000 Penalty: 5105.273926
	Iteration 8Q: 3 clusters Score -4176348 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4176791.500000 Penalty: 5105.273926
	Iteration 9Q: 3 clusters Score -4176792 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4177385.750000 Penalty: 5105.273926
	Iteration 10Q: 3 clusters Score -4177386 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4178175.750000 Penalty: 5105.273926
	Iteration 11Q: 3 clusters Score -4178176 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4179163.750000 Penalty: 5105.273926
	Iteration 12Q: 3 clusters Score -4179164 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4180210.000000 Penalty: 5105.273926
	Iteration 13Q: 3 clusters Score -4180210 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4181239.000000 Penalty: 5105.273926
	Iteration 14Q: 3 clusters Score -4181239 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4182077.000000 Penalty: 5105.273926
	Iteration 15Q: 3 clusters Score -4182077 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4182701.250000 Penalty: 5105.273926
	Iteration 16Q: 3 clusters Score -4182701 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4183279.750000 Penalty: 5105.273926
	Iteration 17Q: 3 clusters Score -4183280 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4183720.750000 Penalty: 5105.273926
	Iteration 18Q: 3 clusters Score -4183721 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4184056.250000 Penalty: 5105.273926
	Iteration 19Q: 3 clusters Score -4184056 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -4184268.250000 Penalty: 5105.273926
	Iteration 20F: 3 clusters Score -4184268 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -4184415.250000 Penalty: 5105.273926
	Iteration 21Q: 3 clusters Score -4184415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4184526.750000 Penalty: 5105.273926
	Iteration 22Q: 3 clusters Score -4184527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -4184602.250000 Penalty: 5105.273926
	Iteration 23Q: 3 clusters Score -4184602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -4184661.750000 Penalty: 5105.273926
	Iteration 24Q: 3 clusters Score -4184662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -4184709.500000 Penalty: 5105.273926
	Iteration 25Q: 3 clusters Score -4184710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4184750.000000 Penalty: 5105.273926
	Iteration 26Q: 3 clusters Score -4184750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4184796.000000 Penalty: 5105.273926
	Iteration 27Q: 3 clusters Score -4184796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -4184824.000000 Penalty: 5105.273926
	Iteration 28Q: 3 clusters Score -4184824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -4184849.500000 Penalty: 5105.273926
	Iteration 29Q: 3 clusters Score -4184850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -4184859.500000 Penalty: 5105.273926
	Iteration 30Q: 3 clusters Score -4184860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4184865.750000 Penalty: 5105.273926
	Iteration 31Q: 3 clusters Score -4184866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -4184885.000000 Penalty: 5105.273926
	Iteration 32Q: 3 clusters Score -4184885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -4184901.500000 Penalty: 5105.273926
	Iteration 33Q: 3 clusters Score -4184902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -4184907.000000 Penalty: 5105.273926
	Iteration 34Q: 3 clusters Score -4184907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -4184921.250000 Penalty: 5105.273926
	Iteration 35Q: 3 clusters Score -4184921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -4184926.500000 Penalty: 5105.273926
	Iteration 36Q: 3 clusters Score -4184926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4184930.250000 Penalty: 5105.273926
	Iteration 37Q: 3 clusters Score -4184930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -4184930.250000 Penalty: 5105.273926
	Iteration 38Q: 3 clusters Score -4184930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -4184932.500000 Penalty: 5105.273926
	Iteration 39Q: 3 clusters Score -4184932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -4184937.000000 Penalty: 5105.273926
	Iteration 40F: 3 clusters Score -4184937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -4184940.750000 Penalty: 5105.273926
	Iteration 41Q: 3 clusters Score -4184941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -4184942.000000 Penalty: 5105.273926
	Iteration 42Q: 3 clusters Score -4184942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -4184947.500000 Penalty: 5105.273926
	Iteration 43Q: 3 clusters Score -4184948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4184945.500000 Penalty: 5105.273926
	Iteration 44Q: 3 clusters Score -4184946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -4184953.000000 Penalty: 5105.273926
	Iteration 45Q: 3 clusters Score -4184953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4184952.000000 Penalty: 5105.273926
	Iteration 46Q: 3 clusters Score -4184952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -4184955.000000 Penalty: 5105.273926
	Iteration 47Q: 3 clusters Score -4184955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -4184958.750000 Penalty: 5105.273926
	Iteration 48Q: 3 clusters Score -4184959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4184961.000000 Penalty: 5105.273926
	Iteration 49Q: 3 clusters Score -4184961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -4184962.250000 Penalty: 5105.273926
	Iteration 50Q: 3 clusters Score -4184962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -4184961.250000 Penalty: 5105.273926
	Iteration 51Q: 3 clusters Score -4184961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4184961.750000 Penalty: 5105.273926
	Iteration 52Q: 3 clusters Score -4184962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4184961.750000 Penalty: 5105.273926
	Iteration 53F: 3 clusters Score -4184962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84919.968750 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84919.97 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85161.539062 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85161.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85275.351562 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85275.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85354.695312 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85354.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85395.203125 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85395.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85422.539062 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85422.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85443.125000 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85443.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85447.867188 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85447.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85449.265625 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85449.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85449.265625 Penalty: 3242.917236
	Iteration 9F: 3 clusters Score -85449.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Entering Unmasked Estep 
Score: -3013197.000000 Penalty: 2471.239746
	Iteration 0F: 2 clusters Score -3013197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2998198.750000 Penalty: 4942.479492
	Iteration 0F: 3 clusters Score -2998199 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3003280.250000 Penalty: 4942.479492
	Iteration 1F: 3 clusters Score -3003280 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -3003645.500000 Penalty: 4942.479492
	Iteration 2Q: 3 clusters Score -3003646 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3003914.750000 Penalty: 4942.479492
	Iteration 3Q: 3 clusters Score -3003915 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3004177.000000 Penalty: 4942.479492
	Iteration 4Q: 3 clusters Score -3004177 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -3004444.750000 Penalty: 4942.479492
	Iteration 5Q: 3 clusters Score -3004445 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3004739.500000 Penalty: 4942.479492
	Iteration 6Q: 3 clusters Score -3004740 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -3005088.000000 Penalty: 4942.479492
	Iteration 7Q: 3 clusters Score -3005088 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -3005463.500000 Penalty: 4942.479492
	Iteration 8Q: 3 clusters Score -3005464 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3005877.750000 Penalty: 4942.479492
	Iteration 9Q: 3 clusters Score -3005878 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3006351.000000 Penalty: 4942.479492
	Iteration 10Q: 3 clusters Score -3006351 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -3006918.750000 Penalty: 4942.479492
	Iteration 11Q: 3 clusters Score -3006919 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3007560.250000 Penalty: 4942.479492
	Iteration 12Q: 3 clusters Score -3007560 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3008211.750000 Penalty: 4942.479492
	Iteration 13Q: 3 clusters Score -3008212 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -3008777.000000 Penalty: 4942.479492
	Iteration 14Q: 3 clusters Score -3008777 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3009263.750000 Penalty: 4942.479492
	Iteration 15Q: 3 clusters Score -3009264 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3009665.500000 Penalty: 4942.479492
	Iteration 16Q: 3 clusters Score -3009666 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -3009967.000000 Penalty: 4942.479492
	Iteration 17Q: 3 clusters Score -3009967 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3010196.500000 Penalty: 4942.479492
	Iteration 18Q: 3 clusters Score -3010196 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -3010381.500000 Penalty: 4942.479492
	Iteration 19Q: 3 clusters Score -3010382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3010509.250000 Penalty: 4942.479492
	Iteration 20F: 3 clusters Score -3010509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3010616.750000 Penalty: 4942.479492
	Iteration 21Q: 3 clusters Score -3010617 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3010697.250000 Penalty: 4942.479492
	Iteration 22Q: 3 clusters Score -3010697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3010786.250000 Penalty: 4942.479492
	Iteration 23Q: 3 clusters Score -3010786 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3010847.500000 Penalty: 4942.479492
	Iteration 24Q: 3 clusters Score -3010848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3010897.750000 Penalty: 4942.479492
	Iteration 25Q: 3 clusters Score -3010898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3010941.000000 Penalty: 4942.479492
	Iteration 26Q: 3 clusters Score -3010941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3010956.750000 Penalty: 4942.479492
	Iteration 27Q: 3 clusters Score -3010957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -3010983.000000 Penalty: 4942.479492
	Iteration 28Q: 3 clusters Score -3010983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -3010995.500000 Penalty: 4942.479492
	Iteration 29Q: 3 clusters Score -3010996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3011008.000000 Penalty: 4942.479492
	Iteration 30Q: 3 clusters Score -3011008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3011014.250000 Penalty: 4942.479492
	Iteration 31Q: 3 clusters Score -3011014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3011012.500000 Penalty: 4942.479492
	Iteration 32Q: 3 clusters Score -3011012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3011021.750000 Penalty: 4942.479492
	Iteration 33Q: 3 clusters Score -3011022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -3011025.000000 Penalty: 4942.479492
	Iteration 34Q: 3 clusters Score -3011025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -3011036.250000 Penalty: 4942.479492
	Iteration 35Q: 3 clusters Score -3011036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -3011044.500000 Penalty: 4942.479492
	Iteration 36Q: 3 clusters Score -3011044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -3011046.750000 Penalty: 4942.479492
	Iteration 37Q: 3 clusters Score -3011047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3011056.000000 Penalty: 4942.479492
	Iteration 38Q: 3 clusters Score -3011056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3011058.250000 Penalty: 4942.479492
	Iteration 39Q: 3 clusters Score -3011058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3011066.750000 Penalty: 4942.479492
	Iteration 40F: 3 clusters Score -3011067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -3011070.250000 Penalty: 4942.479492
	Iteration 41Q: 3 clusters Score -3011070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3011073.000000 Penalty: 4942.479492
	Iteration 42Q: 3 clusters Score -3011073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3011069.000000 Penalty: 4942.479492
	Iteration 43Q: 3 clusters Score -3011069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3011075.750000 Penalty: 4942.479492
	Iteration 44Q: 3 clusters Score -3011076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3011076.000000 Penalty: 4942.479492
	Iteration 45Q: 3 clusters Score -3011076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3011077.500000 Penalty: 4942.479492
	Iteration 46Q: 3 clusters Score -3011078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3011080.250000 Penalty: 4942.479492
	Iteration 47Q: 3 clusters Score -3011080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3011080.500000 Penalty: 4942.479492
	Iteration 48Q: 3 clusters Score -3011080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3011081.500000 Penalty: 4942.479492
	Iteration 49Q: 3 clusters Score -3011082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3011086.000000 Penalty: 4942.479492
	Iteration 50Q: 3 clusters Score -3011086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -3011087.000000 Penalty: 4942.479492
	Iteration 51Q: 3 clusters Score -3011087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3011084.250000 Penalty: 4942.479492
	Iteration 52Q: 3 clusters Score -3011084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -3011084.250000 Penalty: 4942.479492
	Iteration 53F: 3 clusters Score -3011084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Entering Unmasked Estep 
Score: -4558978.000000 Penalty: 2573.947510
	Iteration 0F: 2 clusters Score -4558978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4536966.000000 Penalty: 5147.895020
	Iteration 0F: 3 clusters Score -4536966 nChanged 14556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4544783.500000 Penalty: 5147.895020
	Iteration 1F: 3 clusters Score -4544784 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -4545233.000000 Penalty: 5147.895020
	Iteration 2Q: 3 clusters Score -4545233 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4545615.000000 Penalty: 5147.895020
	Iteration 3Q: 3 clusters Score -4545615 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -4546076.000000 Penalty: 5147.895020
	Iteration 4Q: 3 clusters Score -4546076 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -4546712.500000 Penalty: 5147.895020
	Iteration 5Q: 3 clusters Score -4546712 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4547685.000000 Penalty: 5147.895020
	Iteration 6F: 3 clusters Score -4547685 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4549154.000000 Penalty: 5147.895020
	Iteration 7F: 3 clusters Score -4549154 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4551200.000000 Penalty: 5147.895020
	Iteration 8F: 3 clusters Score -4551200 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -4553350.000000 Penalty: 5147.895020
	Iteration 9F: 3 clusters Score -4553350 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4555014.500000 Penalty: 5147.895020
	Iteration 10F: 3 clusters Score -4555014 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -4556001.500000 Penalty: 5147.895020
	Iteration 11Q: 3 clusters Score -4556002 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4556407.500000 Penalty: 5147.895020
	Iteration 12Q: 3 clusters Score -4556408 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4556664.000000 Penalty: 5147.895020
	Iteration 13Q: 3 clusters Score -4556664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4556793.000000 Penalty: 5147.895020
	Iteration 14Q: 3 clusters Score -4556793 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -4556865.000000 Penalty: 5147.895020
	Iteration 15Q: 3 clusters Score -4556865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4556897.000000 Penalty: 5147.895020
	Iteration 16Q: 3 clusters Score -4556897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4556915.500000 Penalty: 5147.895020
	Iteration 17Q: 3 clusters Score -4556916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31578 members 
Entering Unmasked Estep 
Score: -4556939.000000 Penalty: 5147.895020
	Iteration 18Q: 3 clusters Score -4556939 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -4556951.500000 Penalty: 5147.895020
	Iteration 19Q: 3 clusters Score -4556952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4556964.500000 Penalty: 5147.895020
	Iteration 20F: 3 clusters Score -4556964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4556987.500000 Penalty: 5147.895020
	Iteration 21Q: 3 clusters Score -4556988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4556994.500000 Penalty: 5147.895020
	Iteration 22Q: 3 clusters Score -4556994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4556999.500000 Penalty: 5147.895020
	Iteration 23Q: 3 clusters Score -4557000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4557003.500000 Penalty: 5147.895020
	Iteration 24Q: 3 clusters Score -4557004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4557005.000000 Penalty: 5147.895020
	Iteration 25Q: 3 clusters Score -4557005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -4557008.500000 Penalty: 5147.895020
	Iteration 26Q: 3 clusters Score -4557008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -4557007.500000 Penalty: 5147.895020
	Iteration 27Q: 3 clusters Score -4557008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4557011.000000 Penalty: 5147.895020
	Iteration 28Q: 3 clusters Score -4557011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4557011.000000 Penalty: 5147.895020
	Iteration 29F: 3 clusters Score -4557011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15446.875977 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15446.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15464.115234 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15464.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15464.115234 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15464.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -272716.906250 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -272716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -270103.687500 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -270103.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270547.093750 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -270547.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -270665.968750 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -270666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270723.468750 Penalty: 3765.062744
	Iteration 3Q: 3 clusters Score -270723.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -270763.562500 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -270763.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -270786.000000 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -270786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -270802.625000 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -270802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270819.031250 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -270819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270827.593750 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -270827.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270835.125000 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -270835.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -270840.031250 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -270840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -270849.125000 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -270849.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270857.375000 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -270857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -270865.843750 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -270865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270871.843750 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -270871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270875.937500 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -270875.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270877.031250 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -270877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270878.406250 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -270878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270880.468750 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -270880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270882.156250 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -270882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270884.562500 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -270884.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270885.687500 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -270885.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270888.937500 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -270888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -270890.656250 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -270890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270891.531250 Penalty: 3765.062744
	Iteration 24Q: 3 clusters Score -270891.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270891.875000 Penalty: 3765.062744
	Iteration 25Q: 3 clusters Score -270891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270892.718750 Penalty: 3765.062744
	Iteration 26Q: 3 clusters Score -270892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -270894.218750 Penalty: 3765.062744
	Iteration 27Q: 3 clusters Score -270894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270894.406250 Penalty: 3765.062744
	Iteration 28Q: 3 clusters Score -270894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270894.906250 Penalty: 3765.062744
	Iteration 29Q: 3 clusters Score -270894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270894.906250 Penalty: 3765.062744
	Iteration 30F: 3 clusters Score -270894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 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 336 members 
Entering Unmasked Estep 
Score: -78285.304688 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78285.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78666.609375 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78666.61 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78949.812500 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78949.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79277.171875 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -79277.17 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79861.882812 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -79861.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -80217.882812 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -80217.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -80348.406250 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -80348.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80375.375000 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -80375.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -80395.640625 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -80395.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -80408.312500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -80408.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80413.140625 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -80413.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -80417.304688 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -80417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -80417.304688 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -80417.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29522 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 32116 members 
Mstep: Class 15 contains 149 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 80789 members 
Mstep: Class 20 contains 149770 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
Score: -84938128.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939256.000000 to -84938128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Entering Unmasked Estep 
Score: -4395710.000000 Penalty: 2573.523193
	Iteration 0F: 2 clusters Score -4395710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -4373737.500000 Penalty: 5147.046387
	Iteration 0F: 3 clusters Score -4373738 nChanged 14509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4381541.000000 Penalty: 5147.046387
	Iteration 1F: 3 clusters Score -4381541 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -4381987.500000 Penalty: 5147.046387
	Iteration 2Q: 3 clusters Score -4381988 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -4382328.000000 Penalty: 5147.046387
	Iteration 3Q: 3 clusters Score -4382328 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4382583.000000 Penalty: 5147.046387
	Iteration 4Q: 3 clusters Score -4382583 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -4382791.000000 Penalty: 5147.046387
	Iteration 5Q: 3 clusters Score -4382791 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4382982.500000 Penalty: 5147.046387
	Iteration 6Q: 3 clusters Score -4382982 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -4383170.000000 Penalty: 5147.046387
	Iteration 7Q: 3 clusters Score -4383170 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4383321.500000 Penalty: 5147.046387
	Iteration 8Q: 3 clusters Score -4383322 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -4383511.500000 Penalty: 5147.046387
	Iteration 9Q: 3 clusters Score -4383512 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4383701.500000 Penalty: 5147.046387
	Iteration 10Q: 3 clusters Score -4383702 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -4383910.500000 Penalty: 5147.046387
	Iteration 11Q: 3 clusters Score -4383910 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -4384094.500000 Penalty: 5147.046387
	Iteration 12Q: 3 clusters Score -4384094 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4384303.500000 Penalty: 5147.046387
	Iteration 13Q: 3 clusters Score -4384304 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4384515.000000 Penalty: 5147.046387
	Iteration 14Q: 3 clusters Score -4384515 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4384755.500000 Penalty: 5147.046387
	Iteration 15Q: 3 clusters Score -4384756 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4385025.500000 Penalty: 5147.046387
	Iteration 16Q: 3 clusters Score -4385026 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -4385281.000000 Penalty: 5147.046387
	Iteration 17Q: 3 clusters Score -4385281 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -4385565.500000 Penalty: 5147.046387
	Iteration 18Q: 3 clusters Score -4385566 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4385822.000000 Penalty: 5147.046387
	Iteration 19Q: 3 clusters Score -4385822 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4386085.000000 Penalty: 5147.046387
	Iteration 20F: 3 clusters Score -4386085 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4386399.500000 Penalty: 5147.046387
	Iteration 21Q: 3 clusters Score -4386400 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4386858.500000 Penalty: 5147.046387
	Iteration 22Q: 3 clusters Score -4386858 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -4387380.500000 Penalty: 5147.046387
	Iteration 23Q: 3 clusters Score -4387380 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4387891.000000 Penalty: 5147.046387
	Iteration 24Q: 3 clusters Score -4387891 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -4388328.000000 Penalty: 5147.046387
	Iteration 25Q: 3 clusters Score -4388328 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4388649.500000 Penalty: 5147.046387
	Iteration 26Q: 3 clusters Score -4388650 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4388896.500000 Penalty: 5147.046387
	Iteration 27Q: 3 clusters Score -4388896 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4389085.000000 Penalty: 5147.046387
	Iteration 28Q: 3 clusters Score -4389085 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4389275.500000 Penalty: 5147.046387
	Iteration 29Q: 3 clusters Score -4389276 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -4389423.500000 Penalty: 5147.046387
	Iteration 30Q: 3 clusters Score -4389424 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4389608.500000 Penalty: 5147.046387
	Iteration 31Q: 3 clusters Score -4389608 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4389795.000000 Penalty: 5147.046387
	Iteration 32Q: 3 clusters Score -4389795 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -4389991.500000 Penalty: 5147.046387
	Iteration 33Q: 3 clusters Score -4389992 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4390218.500000 Penalty: 5147.046387
	Iteration 34Q: 3 clusters Score -4390218 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -4390440.500000 Penalty: 5147.046387
	Iteration 35Q: 3 clusters Score -4390440 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -4390692.000000 Penalty: 5147.046387
	Iteration 36Q: 3 clusters Score -4390692 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4390961.500000 Penalty: 5147.046387
	Iteration 37Q: 3 clusters Score -4390962 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -4391266.500000 Penalty: 5147.046387
	Iteration 38Q: 3 clusters Score -4391266 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4391576.500000 Penalty: 5147.046387
	Iteration 39Q: 3 clusters Score -4391576 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -4391856.500000 Penalty: 5147.046387
	Iteration 40F: 3 clusters Score -4391856 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4392179.000000 Penalty: 5147.046387
	Iteration 41Q: 3 clusters Score -4392179 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4392465.500000 Penalty: 5147.046387
	Iteration 42Q: 3 clusters Score -4392466 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4392701.500000 Penalty: 5147.046387
	Iteration 43Q: 3 clusters Score -4392702 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -4392891.500000 Penalty: 5147.046387
	Iteration 44Q: 3 clusters Score -4392892 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -4393036.500000 Penalty: 5147.046387
	Iteration 45Q: 3 clusters Score -4393036 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4393155.500000 Penalty: 5147.046387
	Iteration 46Q: 3 clusters Score -4393156 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -4393245.000000 Penalty: 5147.046387
	Iteration 47Q: 3 clusters Score -4393245 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4393327.000000 Penalty: 5147.046387
	Iteration 48Q: 3 clusters Score -4393327 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -4393397.000000 Penalty: 5147.046387
	Iteration 49Q: 3 clusters Score -4393397 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -4393450.000000 Penalty: 5147.046387
	Iteration 50Q: 3 clusters Score -4393450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4393486.500000 Penalty: 5147.046387
	Iteration 51Q: 3 clusters Score -4393486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4393514.500000 Penalty: 5147.046387
	Iteration 52Q: 3 clusters Score -4393514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4393532.500000 Penalty: 5147.046387
	Iteration 53Q: 3 clusters Score -4393532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -4393550.000000 Penalty: 5147.046387
	Iteration 54Q: 3 clusters Score -4393550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -4393570.500000 Penalty: 5147.046387
	Iteration 55Q: 3 clusters Score -4393570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4393579.000000 Penalty: 5147.046387
	Iteration 56Q: 3 clusters Score -4393579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4393596.500000 Penalty: 5147.046387
	Iteration 57Q: 3 clusters Score -4393596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -4393606.500000 Penalty: 5147.046387
	Iteration 58Q: 3 clusters Score -4393606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4393613.500000 Penalty: 5147.046387
	Iteration 59Q: 3 clusters Score -4393614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4393618.500000 Penalty: 5147.046387
	Iteration 60F: 3 clusters Score -4393618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -4393634.000000 Penalty: 5147.046387
	Iteration 61Q: 3 clusters Score -4393634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -4393627.500000 Penalty: 5147.046387
	Iteration 62Q: 3 clusters Score -4393628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4393628.000000 Penalty: 5147.046387
	Iteration 63Q: 3 clusters Score -4393628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4393633.000000 Penalty: 5147.046387
	Iteration 64Q: 3 clusters Score -4393633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -4393630.500000 Penalty: 5147.046387
	Iteration 65Q: 3 clusters Score -4393630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4393640.000000 Penalty: 5147.046387
	Iteration 66Q: 3 clusters Score -4393640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -4393646.000000 Penalty: 5147.046387
	Iteration 67Q: 3 clusters Score -4393646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -4393646.000000 Penalty: 5147.046387
	Iteration 68Q: 3 clusters Score -4393646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4393644.500000 Penalty: 5147.046387
	Iteration 69Q: 3 clusters Score -4393644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4393650.000000 Penalty: 5147.046387
	Iteration 70Q: 3 clusters Score -4393650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4393652.500000 Penalty: 5147.046387
	Iteration 71Q: 3 clusters Score -4393652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4393656.000000 Penalty: 5147.046387
	Iteration 72Q: 3 clusters Score -4393656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4393655.500000 Penalty: 5147.046387
	Iteration 73Q: 3 clusters Score -4393656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -4393655.000000 Penalty: 5147.046387
	Iteration 74Q: 3 clusters Score -4393655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4393658.500000 Penalty: 5147.046387
	Iteration 75Q: 3 clusters Score -4393658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4393654.500000 Penalty: 5147.046387
	Iteration 76Q: 3 clusters Score -4393654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -4393655.500000 Penalty: 5147.046387
	Iteration 77Q: 3 clusters Score -4393656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -4393656.000000 Penalty: 5147.046387
	Iteration 78Q: 3 clusters Score -4393656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4393653.000000 Penalty: 5147.046387
	Iteration 79Q: 3 clusters Score -4393653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -4393662.000000 Penalty: 5147.046387
	Iteration 80F: 3 clusters Score -4393662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4393662.500000 Penalty: 5147.046387
	Iteration 81Q: 3 clusters Score -4393662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4393664.500000 Penalty: 5147.046387
	Iteration 82Q: 3 clusters Score -4393664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -4393661.000000 Penalty: 5147.046387
	Iteration 83Q: 3 clusters Score -4393661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -4393664.500000 Penalty: 5147.046387
	Iteration 84Q: 3 clusters Score -4393664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4393662.000000 Penalty: 5147.046387
	Iteration 85Q: 3 clusters Score -4393662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -4393664.000000 Penalty: 5147.046387
	Iteration 86Q: 3 clusters Score -4393664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4393664.000000 Penalty: 5147.046387
	Iteration 87Q: 3 clusters Score -4393664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4393661.500000 Penalty: 5147.046387
	Iteration 88Q: 3 clusters Score -4393662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4393668.500000 Penalty: 5147.046387
	Iteration 89Q: 3 clusters Score -4393668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4393666.500000 Penalty: 5147.046387
	Iteration 90Q: 3 clusters Score -4393666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4393666.500000 Penalty: 5147.046387
	Iteration 91F: 3 clusters Score -4393666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Entering Unmasked Estep 
Score: -4544558.500000 Penalty: 2572.943359
	Iteration 0F: 2 clusters Score -4544558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -4522497.500000 Penalty: 5145.886719
	Iteration 0F: 3 clusters Score -4522498 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -4530498.000000 Penalty: 5145.886719
	Iteration 1F: 3 clusters Score -4530498 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -4530924.500000 Penalty: 5145.886719
	Iteration 2Q: 3 clusters Score -4530924 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -4531320.000000 Penalty: 5145.886719
	Iteration 3Q: 3 clusters Score -4531320 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -4531724.500000 Penalty: 5145.886719
	Iteration 4Q: 3 clusters Score -4531724 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -4532193.000000 Penalty: 5145.886719
	Iteration 5Q: 3 clusters Score -4532193 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -4532747.500000 Penalty: 5145.886719
	Iteration 6Q: 3 clusters Score -4532748 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -4533380.000000 Penalty: 5145.886719
	Iteration 7Q: 3 clusters Score -4533380 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -4534128.000000 Penalty: 5145.886719
	Iteration 8Q: 3 clusters Score -4534128 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -4535000.000000 Penalty: 5145.886719
	Iteration 9Q: 3 clusters Score -4535000 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4535955.500000 Penalty: 5145.886719
	Iteration 10Q: 3 clusters Score -4535956 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4536916.500000 Penalty: 5145.886719
	Iteration 11Q: 3 clusters Score -4536916 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4537786.000000 Penalty: 5145.886719
	Iteration 12Q: 3 clusters Score -4537786 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4538467.000000 Penalty: 5145.886719
	Iteration 13Q: 3 clusters Score -4538467 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4538970.000000 Penalty: 5145.886719
	Iteration 14Q: 3 clusters Score -4538970 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4539406.000000 Penalty: 5145.886719
	Iteration 15Q: 3 clusters Score -4539406 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -4539726.000000 Penalty: 5145.886719
	Iteration 16Q: 3 clusters Score -4539726 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -4540001.000000 Penalty: 5145.886719
	Iteration 17Q: 3 clusters Score -4540001 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -4540274.500000 Penalty: 5145.886719
	Iteration 18Q: 3 clusters Score -4540274 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4540521.500000 Penalty: 5145.886719
	Iteration 19Q: 3 clusters Score -4540522 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -4540774.000000 Penalty: 5145.886719
	Iteration 20F: 3 clusters Score -4540774 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -4541013.000000 Penalty: 5145.886719
	Iteration 21Q: 3 clusters Score -4541013 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4541211.000000 Penalty: 5145.886719
	Iteration 22Q: 3 clusters Score -4541211 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -4541388.500000 Penalty: 5145.886719
	Iteration 23Q: 3 clusters Score -4541388 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4541543.500000 Penalty: 5145.886719
	Iteration 24Q: 3 clusters Score -4541544 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -4541700.000000 Penalty: 5145.886719
	Iteration 25Q: 3 clusters Score -4541700 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4541850.500000 Penalty: 5145.886719
	Iteration 26Q: 3 clusters Score -4541850 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -4541975.500000 Penalty: 5145.886719
	Iteration 27Q: 3 clusters Score -4541976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4542055.500000 Penalty: 5145.886719
	Iteration 28Q: 3 clusters Score -4542056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4542125.000000 Penalty: 5145.886719
	Iteration 29Q: 3 clusters Score -4542125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -4542155.500000 Penalty: 5145.886719
	Iteration 30Q: 3 clusters Score -4542156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4542185.500000 Penalty: 5145.886719
	Iteration 31Q: 3 clusters Score -4542186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4542208.000000 Penalty: 5145.886719
	Iteration 32Q: 3 clusters Score -4542208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4542237.000000 Penalty: 5145.886719
	Iteration 33Q: 3 clusters Score -4542237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4542258.000000 Penalty: 5145.886719
	Iteration 34Q: 3 clusters Score -4542258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -4542268.500000 Penalty: 5145.886719
	Iteration 35Q: 3 clusters Score -4542268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -4542276.000000 Penalty: 5145.886719
	Iteration 36Q: 3 clusters Score -4542276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4542280.000000 Penalty: 5145.886719
	Iteration 37Q: 3 clusters Score -4542280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4542290.000000 Penalty: 5145.886719
	Iteration 38Q: 3 clusters Score -4542290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -4542296.500000 Penalty: 5145.886719
	Iteration 39Q: 3 clusters Score -4542296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4542300.500000 Penalty: 5145.886719
	Iteration 40F: 3 clusters Score -4542300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -4542311.500000 Penalty: 5145.886719
	Iteration 41Q: 3 clusters Score -4542312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -4542316.000000 Penalty: 5145.886719
	Iteration 42Q: 3 clusters Score -4542316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4542318.500000 Penalty: 5145.886719
	Iteration 43Q: 3 clusters Score -4542318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4542324.500000 Penalty: 5145.886719
	Iteration 44Q: 3 clusters Score -4542324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4542325.000000 Penalty: 5145.886719
	Iteration 45Q: 3 clusters Score -4542325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4542323.500000 Penalty: 5145.886719
	Iteration 46Q: 3 clusters Score -4542324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4542325.500000 Penalty: 5145.886719
	Iteration 47Q: 3 clusters Score -4542326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4542324.000000 Penalty: 5145.886719
	Iteration 48Q: 3 clusters Score -4542324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4542324.500000 Penalty: 5145.886719
	Iteration 49Q: 3 clusters Score -4542324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4542327.000000 Penalty: 5145.886719
	Iteration 50Q: 3 clusters Score -4542327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4542333.500000 Penalty: 5145.886719
	Iteration 51Q: 3 clusters Score -4542334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -4542334.500000 Penalty: 5145.886719
	Iteration 52Q: 3 clusters Score -4542334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -4542331.000000 Penalty: 5145.886719
	Iteration 53Q: 3 clusters Score -4542331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -4542332.000000 Penalty: 5145.886719
	Iteration 54Q: 3 clusters Score -4542332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4542331.500000 Penalty: 5145.886719
	Iteration 55Q: 3 clusters Score -4542332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4542332.000000 Penalty: 5145.886719
	Iteration 56Q: 3 clusters Score -4542332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4542332.000000 Penalty: 5145.886719
	Iteration 57F: 3 clusters Score -4542332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191386.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -189185.046875 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189185 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189608.718750 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189608.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -189752.109375 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -189752.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189876.609375 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -189876.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -189979.781250 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -189979.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190098.015625 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -190098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -190236.828125 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -190236.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -190346.984375 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -190347 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -190434.593750 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -190434.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -190476.031250 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -190476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -190505.796875 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -190505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -190538.968750 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -190539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -190579.265625 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -190579.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -190605.546875 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -190605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190619.437500 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -190619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -190626.078125 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -190626.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -190632.125000 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -190632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190636.484375 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -190636.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -190636.484375 Penalty: 3606.420166
	Iteration 18F: 3 clusters Score -190636.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Entering Unmasked Estep 
Score: -3438928.250000 Penalty: 2503.758545
	Iteration 0F: 2 clusters Score -3438928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -3422094.500000 Penalty: 5007.517090
	Iteration 0F: 3 clusters Score -3422094 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3427862.250000 Penalty: 5007.517090
	Iteration 1F: 3 clusters Score -3427862 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3428302.500000 Penalty: 5007.517090
	Iteration 2F: 3 clusters Score -3428302 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3428718.000000 Penalty: 5007.517090
	Iteration 3Q: 3 clusters Score -3428718 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3429179.500000 Penalty: 5007.517090
	Iteration 4Q: 3 clusters Score -3429180 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3429739.500000 Penalty: 5007.517090
	Iteration 5Q: 3 clusters Score -3429740 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -3430397.500000 Penalty: 5007.517090
	Iteration 6Q: 3 clusters Score -3430398 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3431217.750000 Penalty: 5007.517090
	Iteration 7F: 3 clusters Score -3431218 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3432116.000000 Penalty: 5007.517090
	Iteration 8F: 3 clusters Score -3432116 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -3433021.250000 Penalty: 5007.517090
	Iteration 9F: 3 clusters Score -3433021 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3433867.250000 Penalty: 5007.517090
	Iteration 10Q: 3 clusters Score -3433867 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3434624.000000 Penalty: 5007.517090
	Iteration 11Q: 3 clusters Score -3434624 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3435156.750000 Penalty: 5007.517090
	Iteration 12Q: 3 clusters Score -3435157 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3435527.500000 Penalty: 5007.517090
	Iteration 13Q: 3 clusters Score -3435528 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3435830.750000 Penalty: 5007.517090
	Iteration 14Q: 3 clusters Score -3435831 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3436059.250000 Penalty: 5007.517090
	Iteration 15Q: 3 clusters Score -3436059 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3436226.750000 Penalty: 5007.517090
	Iteration 16Q: 3 clusters Score -3436227 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3436339.750000 Penalty: 5007.517090
	Iteration 17Q: 3 clusters Score -3436340 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3436470.000000 Penalty: 5007.517090
	Iteration 18Q: 3 clusters Score -3436470 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3436543.250000 Penalty: 5007.517090
	Iteration 19Q: 3 clusters Score -3436543 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3436599.250000 Penalty: 5007.517090
	Iteration 20F: 3 clusters Score -3436599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3436650.250000 Penalty: 5007.517090
	Iteration 21Q: 3 clusters Score -3436650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3436686.250000 Penalty: 5007.517090
	Iteration 22Q: 3 clusters Score -3436686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3436729.500000 Penalty: 5007.517090
	Iteration 23Q: 3 clusters Score -3436730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3436751.500000 Penalty: 5007.517090
	Iteration 24Q: 3 clusters Score -3436752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3436759.500000 Penalty: 5007.517090
	Iteration 25Q: 3 clusters Score -3436760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3436777.500000 Penalty: 5007.517090
	Iteration 26Q: 3 clusters Score -3436778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3436793.000000 Penalty: 5007.517090
	Iteration 27Q: 3 clusters Score -3436793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3436804.000000 Penalty: 5007.517090
	Iteration 28Q: 3 clusters Score -3436804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3436811.000000 Penalty: 5007.517090
	Iteration 29Q: 3 clusters Score -3436811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3436817.750000 Penalty: 5007.517090
	Iteration 30Q: 3 clusters Score -3436818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3436818.500000 Penalty: 5007.517090
	Iteration 31Q: 3 clusters Score -3436818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3436819.250000 Penalty: 5007.517090
	Iteration 32Q: 3 clusters Score -3436819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3436824.750000 Penalty: 5007.517090
	Iteration 33Q: 3 clusters Score -3436825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3436819.000000 Penalty: 5007.517090
	Iteration 34Q: 3 clusters Score -3436819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3436819.000000 Penalty: 5007.517090
	Iteration 35F: 3 clusters Score -3436819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80789 members 
Entering Unmasked Estep 
Score: -11375757.000000 Penalty: 2802.299805
	Iteration 0F: 2 clusters Score -1.137576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -11321843.000000 Penalty: 5604.599609
	Iteration 0F: 3 clusters Score -1.132184e+07 nChanged 37962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -11343067.000000 Penalty: 5604.599609
	Iteration 1F: 3 clusters Score -1.134307e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -11343738.000000 Penalty: 5604.599609
	Iteration 2Q: 3 clusters Score -1.134374e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -11344322.000000 Penalty: 5604.599609
	Iteration 3Q: 3 clusters Score -1.134432e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -11344906.000000 Penalty: 5604.599609
	Iteration 4Q: 3 clusters Score -1.134491e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -11345674.000000 Penalty: 5604.599609
	Iteration 5Q: 3 clusters Score -1.134567e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -11346837.000000 Penalty: 5604.599609
	Iteration 6Q: 3 clusters Score -1.134684e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -11348275.000000 Penalty: 5604.599609
	Iteration 7Q: 3 clusters Score -1.134828e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -11350381.000000 Penalty: 5604.599609
	Iteration 8F: 3 clusters Score -1.135038e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -11353531.000000 Penalty: 5604.599609
	Iteration 9F: 3 clusters Score -1.135353e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -11357651.000000 Penalty: 5604.599609
	Iteration 10F: 3 clusters Score -1.135765e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -11362216.000000 Penalty: 5604.599609
	Iteration 11F: 3 clusters Score -1.136222e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -11365572.000000 Penalty: 5604.599609
	Iteration 12F: 3 clusters Score -1.136557e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -11367361.000000 Penalty: 5604.599609
	Iteration 13Q: 3 clusters Score -1.136736e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 65778 members 
Entering Unmasked Estep 
Score: -11368256.000000 Penalty: 5604.599609
	Iteration 14Q: 3 clusters Score -1.136826e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -11368927.000000 Penalty: 5604.599609
	Iteration 15Q: 3 clusters Score -1.136893e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 68112 members 
Entering Unmasked Estep 
Score: -11369428.000000 Penalty: 5604.599609
	Iteration 16Q: 3 clusters Score -1.136943e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 69120 members 
Entering Unmasked Estep 
Score: -11369852.000000 Penalty: 5604.599609
	Iteration 17Q: 3 clusters Score -1.136985e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -11370223.000000 Penalty: 5604.599609
	Iteration 18Q: 3 clusters Score -1.137022e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -11370536.000000 Penalty: 5604.599609
	Iteration 19Q: 3 clusters Score -1.137054e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -11370853.000000 Penalty: 5604.599609
	Iteration 20F: 3 clusters Score -1.137085e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -11371205.000000 Penalty: 5604.599609
	Iteration 21Q: 3 clusters Score -1.13712e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 73370 members 
Entering Unmasked Estep 
Score: -11371460.000000 Penalty: 5604.599609
	Iteration 22Q: 3 clusters Score -1.137146e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -11371700.000000 Penalty: 5604.599609
	Iteration 23Q: 3 clusters Score -1.13717e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 74638 members 
Entering Unmasked Estep 
Score: -11371898.000000 Penalty: 5604.599609
	Iteration 24Q: 3 clusters Score -1.13719e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -11372113.000000 Penalty: 5604.599609
	Iteration 25Q: 3 clusters Score -1.137211e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -11372200.000000 Penalty: 5604.599609
	Iteration 26Q: 3 clusters Score -1.13722e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -11372396.000000 Penalty: 5604.599609
	Iteration 27Q: 3 clusters Score -1.13724e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 76439 members 
Entering Unmasked Estep 
Score: -11372510.000000 Penalty: 5604.599609
	Iteration 28Q: 3 clusters Score -1.137251e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -11372642.000000 Penalty: 5604.599609
	Iteration 29Q: 3 clusters Score -1.137264e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -11372723.000000 Penalty: 5604.599609
	Iteration 30Q: 3 clusters Score -1.137272e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 77398 members 
Entering Unmasked Estep 
Score: -11372822.000000 Penalty: 5604.599609
	Iteration 31Q: 3 clusters Score -1.137282e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -11372892.000000 Penalty: 5604.599609
	Iteration 32Q: 3 clusters Score -1.137289e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 77895 members 
Entering Unmasked Estep 
Score: -11373000.000000 Penalty: 5604.599609
	Iteration 33Q: 3 clusters Score -1.1373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -11373067.000000 Penalty: 5604.599609
	Iteration 34Q: 3 clusters Score -1.137307e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 78262 members 
Entering Unmasked Estep 
Score: -11373123.000000 Penalty: 5604.599609
	Iteration 35Q: 3 clusters Score -1.137312e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -11373143.000000 Penalty: 5604.599609
	Iteration 36Q: 3 clusters Score -1.137314e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 78531 members 
Entering Unmasked Estep 
Score: -11373192.000000 Penalty: 5604.599609
	Iteration 37Q: 3 clusters Score -1.137319e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -11373212.000000 Penalty: 5604.599609
	Iteration 38Q: 3 clusters Score -1.137321e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 78703 members 
Entering Unmasked Estep 
Score: -11373226.000000 Penalty: 5604.599609
	Iteration 39Q: 3 clusters Score -1.137323e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -11373250.000000 Penalty: 5604.599609
	Iteration 40F: 3 clusters Score -1.137325e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -11373270.000000 Penalty: 5604.599609
	Iteration 41Q: 3 clusters Score -1.137327e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -11373296.000000 Penalty: 5604.599609
	Iteration 42Q: 3 clusters Score -1.13733e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -11373336.000000 Penalty: 5604.599609
	Iteration 43Q: 3 clusters Score -1.137334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 79016 members 
Entering Unmasked Estep 
Score: -11373357.000000 Penalty: 5604.599609
	Iteration 44Q: 3 clusters Score -1.137336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -11373364.000000 Penalty: 5604.599609
	Iteration 45Q: 3 clusters Score -1.137336e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 79112 members 
Entering Unmasked Estep 
Score: -11373388.000000 Penalty: 5604.599609
	Iteration 46Q: 3 clusters Score -1.137339e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -11373410.000000 Penalty: 5604.599609
	Iteration 47Q: 3 clusters Score -1.137341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -11373421.000000 Penalty: 5604.599609
	Iteration 48Q: 3 clusters Score -1.137342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 79206 members 
Entering Unmasked Estep 
Score: -11373411.000000 Penalty: 5604.599609
	Iteration 49Q: 3 clusters Score -1.137341e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -11373422.000000 Penalty: 5604.599609
	Iteration 50Q: 3 clusters Score -1.137342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -11373421.000000 Penalty: 5604.599609
	Iteration 51Q: 3 clusters Score -1.137342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -11373428.000000 Penalty: 5604.599609
	Iteration 52Q: 3 clusters Score -1.137343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -11373440.000000 Penalty: 5604.599609
	Iteration 53Q: 3 clusters Score -1.137344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -11373436.000000 Penalty: 5604.599609
	Iteration 54Q: 3 clusters Score -1.137344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -11373436.000000 Penalty: 5604.599609
	Iteration 55Q: 3 clusters Score -1.137344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -11373450.000000 Penalty: 5604.599609
	Iteration 56Q: 3 clusters Score -1.137345e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -11373447.000000 Penalty: 5604.599609
	Iteration 57Q: 3 clusters Score -1.137345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -11373459.000000 Penalty: 5604.599609
	Iteration 58Q: 3 clusters Score -1.137346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -11373467.000000 Penalty: 5604.599609
	Iteration 59Q: 3 clusters Score -1.137347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -11373468.000000 Penalty: 5604.599609
	Iteration 60F: 3 clusters Score -1.137347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -11373448.000000 Penalty: 5604.599609
	Iteration 61Q: 3 clusters Score -1.137345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -11373458.000000 Penalty: 5604.599609
	Iteration 62Q: 3 clusters Score -1.137346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -11373457.000000 Penalty: 5604.599609
	Iteration 63Q: 3 clusters Score -1.137346e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -11373454.000000 Penalty: 5604.599609
	Iteration 64Q: 3 clusters Score -1.137345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11373462.000000 Penalty: 5604.599609
	Iteration 65Q: 3 clusters Score -1.137346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 79372 members 
Entering Unmasked Estep 
Score: -11373456.000000 Penalty: 5604.599609
	Iteration 66Q: 3 clusters Score -1.137346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11373458.000000 Penalty: 5604.599609
	Iteration 67Q: 3 clusters Score -1.137346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -11373456.000000 Penalty: 5604.599609
	Iteration 68Q: 3 clusters Score -1.137346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -11373460.000000 Penalty: 5604.599609
	Iteration 69Q: 3 clusters Score -1.137346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -11373462.000000 Penalty: 5604.599609
	Iteration 70Q: 3 clusters Score -1.137346e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -11373462.000000 Penalty: 5604.599609
	Iteration 71F: 3 clusters Score -1.137346e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Entering Unmasked Estep 
Score: -20897818.000000 Penalty: 2955.380127
	Iteration 0F: 2 clusters Score -2.089782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75214 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -20799106.000000 Penalty: 5910.760254
	Iteration 0F: 3 clusters Score -2.079911e+07 nChanged 71466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 68126 members 
Entering Unmasked Estep 
Score: -20841384.000000 Penalty: 5910.760254
	Iteration 1F: 3 clusters Score -2.084138e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85484 members 
Mstep: Class 2 contains 64286 members 
Entering Unmasked Estep 
Score: -20842780.000000 Penalty: 5910.760254
	Iteration 2Q: 3 clusters Score -2.084278e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -20845478.000000 Penalty: 5910.760254
	Iteration 3Q: 3 clusters Score -2.084548e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99853 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -20850690.000000 Penalty: 5910.760254
	Iteration 4F: 3 clusters Score -2.085069e+07 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -20859910.000000 Penalty: 5910.760254
	Iteration 5F: 3 clusters Score -2.085991e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124686 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -20872938.000000 Penalty: 5910.760254
	Iteration 6F: 3 clusters Score -2.087294e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136290 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -20885010.000000 Penalty: 5910.760254
	Iteration 7F: 3 clusters Score -2.088501e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143133 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -20892014.000000 Penalty: 5910.760254
	Iteration 8Q: 3 clusters Score -2.089201e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145986 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -20894722.000000 Penalty: 5910.760254
	Iteration 9Q: 3 clusters Score -2.089472e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146953 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -20895848.000000 Penalty: 5910.760254
	Iteration 10Q: 3 clusters Score -2.089585e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147307 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -20896212.000000 Penalty: 5910.760254
	Iteration 11Q: 3 clusters Score -2.089621e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147514 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -20896330.000000 Penalty: 5910.760254
	Iteration 12Q: 3 clusters Score -2.089633e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -20896356.000000 Penalty: 5910.760254
	Iteration 13Q: 3 clusters Score -2.089636e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -20896354.000000 Penalty: 5910.760254
	Iteration 14Q: 3 clusters Score -2.089635e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147863 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -20896364.000000 Penalty: 5910.760254
	Iteration 15Q: 3 clusters Score -2.089636e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147920 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -20896320.000000 Penalty: 5910.760254
	Iteration 16Q: 3 clusters Score -2.089632e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147973 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20896302.000000 Penalty: 5910.760254
	Iteration 17Q: 3 clusters Score -2.08963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -20896298.000000 Penalty: 5910.760254
	Iteration 18Q: 3 clusters Score -2.08963e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148037 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -20896292.000000 Penalty: 5910.760254
	Iteration 19Q: 3 clusters Score -2.089629e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148062 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -20896306.000000 Penalty: 5910.760254
	Iteration 20F: 3 clusters Score -2.089631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148074 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -20896318.000000 Penalty: 5910.760254
	Iteration 21Q: 3 clusters Score -2.089632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148084 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -20896322.000000 Penalty: 5910.760254
	Iteration 22Q: 3 clusters Score -2.089632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148094 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -20896294.000000 Penalty: 5910.760254
	Iteration 23Q: 3 clusters Score -2.089629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148107 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20896298.000000 Penalty: 5910.760254
	Iteration 24Q: 3 clusters Score -2.08963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148118 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20896328.000000 Penalty: 5910.760254
	Iteration 25Q: 3 clusters Score -2.089633e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -20896328.000000 Penalty: 5910.760254
	Iteration 26Q: 3 clusters Score -2.089633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148147 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20896312.000000 Penalty: 5910.760254
	Iteration 27Q: 3 clusters Score -2.089631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -20896314.000000 Penalty: 5910.760254
	Iteration 28Q: 3 clusters Score -2.089631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148161 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -20896312.000000 Penalty: 5910.760254
	Iteration 29Q: 3 clusters Score -2.089631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -20896312.000000 Penalty: 5910.760254
	Iteration 30Q: 3 clusters Score -2.089631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148166 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20896314.000000 Penalty: 5910.760254
	Iteration 31Q: 3 clusters Score -2.089631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148170 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20896316.000000 Penalty: 5910.760254
	Iteration 32Q: 3 clusters Score -2.089632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148173 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -20896312.000000 Penalty: 5910.760254
	Iteration 33Q: 3 clusters Score -2.089631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148175 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -20896312.000000 Penalty: 5910.760254
	Iteration 34Q: 3 clusters Score -2.089631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148179 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20896288.000000 Penalty: 5910.760254
	Iteration 35Q: 3 clusters Score -2.089629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20896294.000000 Penalty: 5910.760254
	Iteration 36Q: 3 clusters Score -2.089629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148180 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -20896294.000000 Penalty: 5910.760254
	Iteration 37F: 3 clusters Score -2.089629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Entering Unmasked Estep 
Score: -276137.750000 Penalty: 1883.156860
	Iteration 0F: 2 clusters Score -276137.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -273504.906250 Penalty: 3766.313721
	Iteration 0F: 3 clusters Score -273504.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -273927.625000 Penalty: 3766.313721
	Iteration 1F: 3 clusters Score -273927.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -274016.875000 Penalty: 3766.313721
	Iteration 2F: 3 clusters Score -274016.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -274072.062500 Penalty: 3766.313721
	Iteration 3Q: 3 clusters Score -274072.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -274108.656250 Penalty: 3766.313721
	Iteration 4Q: 3 clusters Score -274108.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -274133.156250 Penalty: 3766.313721
	Iteration 5Q: 3 clusters Score -274133.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -274155.812500 Penalty: 3766.313721
	Iteration 6Q: 3 clusters Score -274155.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -274175.843750 Penalty: 3766.313721
	Iteration 7Q: 3 clusters Score -274175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -274190.375000 Penalty: 3766.313721
	Iteration 8Q: 3 clusters Score -274190.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274200.437500 Penalty: 3766.313721
	Iteration 9Q: 3 clusters Score -274200.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -274208.875000 Penalty: 3766.313721
	Iteration 10Q: 3 clusters Score -274208.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274213.906250 Penalty: 3766.313721
	Iteration 11Q: 3 clusters Score -274213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -274216.937500 Penalty: 3766.313721
	Iteration 12Q: 3 clusters Score -274216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -274219.156250 Penalty: 3766.313721
	Iteration 13Q: 3 clusters Score -274219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274220.531250 Penalty: 3766.313721
	Iteration 14Q: 3 clusters Score -274220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -274221.812500 Penalty: 3766.313721
	Iteration 15Q: 3 clusters Score -274221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -274226.218750 Penalty: 3766.313721
	Iteration 16Q: 3 clusters Score -274226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274229.500000 Penalty: 3766.313721
	Iteration 17Q: 3 clusters Score -274229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -274234.125000 Penalty: 3766.313721
	Iteration 18Q: 3 clusters Score -274234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -274237.437500 Penalty: 3766.313721
	Iteration 19Q: 3 clusters Score -274237.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -274240.687500 Penalty: 3766.313721
	Iteration 20F: 3 clusters Score -274240.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -274244.250000 Penalty: 3766.313721
	Iteration 21Q: 3 clusters Score -274244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -274244.687500 Penalty: 3766.313721
	Iteration 22Q: 3 clusters Score -274244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -274247.000000 Penalty: 3766.313721
	Iteration 23Q: 3 clusters Score -274247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -274248.250000 Penalty: 3766.313721
	Iteration 24Q: 3 clusters Score -274248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -274248.718750 Penalty: 3766.313721
	Iteration 25Q: 3 clusters Score -274248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -274248.718750 Penalty: 3766.313721
	Iteration 26F: 3 clusters Score -274248.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -228737.781250 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -228737.8 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 854 members 
Entering Unmasked Estep 
Score: -226323.843750 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -226323.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226719.234375 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -226719.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -226809.156250 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -226809.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -226860.921875 Penalty: 3691.476318
	Iteration 3Q: 3 clusters Score -226860.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226903.140625 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -226903.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -226932.796875 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -226932.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -226962.171875 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -226962.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226983.765625 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -226983.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227009.937500 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -227009.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227025.453125 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -227025.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227036.906250 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -227036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -227045.796875 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -227045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -227051.812500 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -227051.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -227056.765625 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -227056.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227064.734375 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -227064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -227071.796875 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -227071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -227080.484375 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -227080.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227087.078125 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -227087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227090.890625 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -227090.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227094.203125 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -227094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -227097.218750 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -227097.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227098.984375 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -227099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227100.062500 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -227100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227101.093750 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -227101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -227101.093750 Penalty: 3691.476318
	Iteration 24F: 3 clusters Score -227101.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29522 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21262 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32116 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 80789 members 
Mstep: Class 20 contains 149770 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 199Q: 22 clusters Score -8.493932e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 23885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29521 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32117 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 80789 members 
Mstep: Class 20 contains 149778 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 200F: 22 clusters Score -8.493922e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 23887 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29519 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21261 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32118 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 80791 members 
Mstep: Class 20 contains 149791 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 201Q: 22 clusters Score -8.493926e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 23886 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29516 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32120 members 
Mstep: Class 16 contains 32037 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 80794 members 
Mstep: Class 20 contains 149809 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939176.000000 Penalty: 69427.117188
Iteration 202Q: 22 clusters Score -8.493918e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 23882 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29513 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32170 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32126 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149817 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939112.000000 Penalty: 69427.117188
Iteration 203Q: 22 clusters Score -8.493911e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167435 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 23878 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29513 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32132 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149822 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939160.000000 Penalty: 69427.117188
Iteration 204Q: 22 clusters Score -8.493916e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 23874 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29512 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32135 members 
Mstep: Class 16 contains 32038 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149830 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939152.000000 Penalty: 69427.117188
Iteration 205Q: 22 clusters Score -8.493915e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 23873 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29511 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32140 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149843 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939136.000000 Penalty: 69427.117188
Iteration 206Q: 22 clusters Score -8.493914e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 23873 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29511 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32143 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 80805 members 
Mstep: Class 20 contains 149835 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 207Q: 22 clusters Score -8.493922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 23872 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29511 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32146 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 80809 members 
Mstep: Class 20 contains 149832 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939120.000000 Penalty: 69427.117188
Iteration 208Q: 22 clusters Score -8.493912e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167421 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 23868 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29509 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32146 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 80813 members 
Mstep: Class 20 contains 149829 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939144.000000 Penalty: 69427.117188
Iteration 209Q: 22 clusters Score -8.493914e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 23866 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29510 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32147 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24227 members 
Mstep: Class 19 contains 80817 members 
Mstep: Class 20 contains 149832 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939160.000000 Penalty: 69427.117188
Iteration 210Q: 22 clusters Score -8.493916e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 23866 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29507 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32151 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24226 members 
Mstep: Class 19 contains 80820 members 
Mstep: Class 20 contains 149842 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939136.000000 Penalty: 69427.117188
Iteration 211Q: 22 clusters Score -8.493914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 23867 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29508 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32157 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24222 members 
Mstep: Class 19 contains 80820 members 
Mstep: Class 20 contains 149841 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939184.000000 Penalty: 69427.117188
Iteration 212Q: 22 clusters Score -8.493918e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 23869 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29511 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32161 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24222 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149847 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 213Q: 22 clusters Score -8.493924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10921 members 
Mstep: Class 5 contains 23867 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29513 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32163 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24223 members 
Mstep: Class 19 contains 80820 members 
Mstep: Class 20 contains 149844 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 214Q: 22 clusters Score -8.493924e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29517 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32171 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24222 members 
Mstep: Class 19 contains 80820 members 
Mstep: Class 20 contains 149844 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939184.000000 Penalty: 69427.117188
Iteration 215Q: 22 clusters Score -8.493918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167378 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10918 members 
Mstep: Class 5 contains 23857 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29517 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32170 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32179 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24220 members 
Mstep: Class 19 contains 80821 members 
Mstep: Class 20 contains 149849 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 216Q: 22 clusters Score -8.493922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167373 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10915 members 
Mstep: Class 5 contains 23851 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29515 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32186 members 
Mstep: Class 16 contains 32042 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24215 members 
Mstep: Class 19 contains 80821 members 
Mstep: Class 20 contains 149861 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 217Q: 22 clusters Score -8.493919e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167380 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29510 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32187 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24210 members 
Mstep: Class 19 contains 80821 members 
Mstep: Class 20 contains 149865 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 218Q: 22 clusters Score -8.493922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10913 members 
Mstep: Class 5 contains 23845 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29509 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21260 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32188 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24204 members 
Mstep: Class 19 contains 80822 members 
Mstep: Class 20 contains 149869 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 219Q: 22 clusters Score -8.493924e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 23843 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29507 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21259 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32189 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24200 members 
Mstep: Class 19 contains 80826 members 
Mstep: Class 20 contains 149881 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939280.000000 Penalty: 69427.117188
Iteration 220F: 22 clusters Score -8.493928e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167385 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10907 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29504 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32169 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32190 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24198 members 
Mstep: Class 19 contains 80831 members 
Mstep: Class 20 contains 149885 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 221Q: 22 clusters Score -8.493926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167389 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10905 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29504 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32190 members 
Mstep: Class 16 contains 32042 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24197 members 
Mstep: Class 19 contains 80830 members 
Mstep: Class 20 contains 149887 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 222Q: 22 clusters Score -8.493932e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167397 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10903 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29500 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32192 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24198 members 
Mstep: Class 19 contains 80834 members 
Mstep: Class 20 contains 149879 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939232.000000 Penalty: 69427.117188
Iteration 223Q: 22 clusters Score -8.493923e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167399 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29493 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32196 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24199 members 
Mstep: Class 19 contains 80835 members 
Mstep: Class 20 contains 149876 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 224Q: 22 clusters Score -8.493926e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32198 members 
Mstep: Class 16 contains 32038 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24198 members 
Mstep: Class 19 contains 80841 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 225Q: 22 clusters Score -8.49392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32201 members 
Mstep: Class 16 contains 32036 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24200 members 
Mstep: Class 19 contains 80840 members 
Mstep: Class 20 contains 149872 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939160.000000 Penalty: 69427.117188
Iteration 226Q: 22 clusters Score -8.493916e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32206 members 
Mstep: Class 16 contains 32034 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24199 members 
Mstep: Class 19 contains 80837 members 
Mstep: Class 20 contains 149872 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939304.000000 Penalty: 69427.117188
Iteration 227Q: 22 clusters Score -8.49393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29480 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32209 members 
Mstep: Class 16 contains 32030 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24198 members 
Mstep: Class 19 contains 80835 members 
Mstep: Class 20 contains 149875 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 228Q: 22 clusters Score -8.493926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167420 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29481 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32213 members 
Mstep: Class 16 contains 32030 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24195 members 
Mstep: Class 19 contains 80835 members 
Mstep: Class 20 contains 149869 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 229Q: 22 clusters Score -8.493926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167425 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29482 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32218 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24193 members 
Mstep: Class 19 contains 80829 members 
Mstep: Class 20 contains 149869 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 230Q: 22 clusters Score -8.493926e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29482 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32223 members 
Mstep: Class 16 contains 32026 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24192 members 
Mstep: Class 19 contains 80831 members 
Mstep: Class 20 contains 149867 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939280.000000 Penalty: 69427.117188
Iteration 231Q: 22 clusters Score -8.493928e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29483 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32226 members 
Mstep: Class 16 contains 32028 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24191 members 
Mstep: Class 19 contains 80831 members 
Mstep: Class 20 contains 149863 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 232Q: 22 clusters Score -8.493933e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32230 members 
Mstep: Class 16 contains 32026 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24191 members 
Mstep: Class 19 contains 80831 members 
Mstep: Class 20 contains 149860 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 233Q: 22 clusters Score -8.493924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167424 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29483 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32231 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24189 members 
Mstep: Class 19 contains 80833 members 
Mstep: Class 20 contains 149864 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 234Q: 22 clusters Score -8.493927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167415 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29483 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32171 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32235 members 
Mstep: Class 16 contains 32031 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80831 members 
Mstep: Class 20 contains 149871 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939304.000000 Penalty: 69427.117188
Iteration 235Q: 22 clusters Score -8.49393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167407 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10892 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29485 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32239 members 
Mstep: Class 16 contains 32031 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24189 members 
Mstep: Class 19 contains 80829 members 
Mstep: Class 20 contains 149875 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 236Q: 22 clusters Score -8.493932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10892 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21258 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32241 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24188 members 
Mstep: Class 19 contains 80832 members 
Mstep: Class 20 contains 149864 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939296.000000 Penalty: 69427.117188
Iteration 237Q: 22 clusters Score -8.49393e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32173 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32242 members 
Mstep: Class 16 contains 32028 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24188 members 
Mstep: Class 19 contains 80837 members 
Mstep: Class 20 contains 149860 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 238Q: 22 clusters Score -8.493931e+07 nChanged 60
Entering ConstructFrom: 
Score: -84939312.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167406 members 
Entering Unmasked Estep 
Score: -23340232.000000 Penalty: 2982.988037
	Iteration 0F: 2 clusters Score -2.334023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -23231442.000000 Penalty: 5965.976074
	Iteration 0F: 3 clusters Score -2.323144e+07 nChanged 80162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 88050 members 
Entering Unmasked Estep 
Score: -23278610.000000 Penalty: 5965.976074
	Iteration 1F: 3 clusters Score -2.327861e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -23279972.000000 Penalty: 5965.976074
	Iteration 2Q: 3 clusters Score -2.327997e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73644 members 
Mstep: Class 2 contains 93762 members 
Entering Unmasked Estep 
Score: -23282076.000000 Penalty: 5965.976074
	Iteration 3Q: 3 clusters Score -2.328208e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68292 members 
Mstep: Class 2 contains 99114 members 
Entering Unmasked Estep 
Score: -23285890.000000 Penalty: 5965.976074
	Iteration 4Q: 3 clusters Score -2.328589e+07 nChanged 10182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -23292390.000000 Penalty: 5965.976074
	Iteration 5F: 3 clusters Score -2.329239e+07 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -23302534.000000 Penalty: 5965.976074
	Iteration 6F: 3 clusters Score -2.330253e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 124299 members 
Entering Unmasked Estep 
Score: -23314000.000000 Penalty: 5965.976074
	Iteration 7F: 3 clusters Score -2.3314e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 130044 members 
Entering Unmasked Estep 
Score: -23322370.000000 Penalty: 5965.976074
	Iteration 8F: 3 clusters Score -2.332237e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 133527 members 
Entering Unmasked Estep 
Score: -23326644.000000 Penalty: 5965.976074
	Iteration 9Q: 3 clusters Score -2.332664e+07 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -23328868.000000 Penalty: 5965.976074
	Iteration 10Q: 3 clusters Score -2.332887e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 138690 members 
Entering Unmasked Estep 
Score: -23330420.000000 Penalty: 5965.976074
	Iteration 11Q: 3 clusters Score -2.333042e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 140962 members 
Entering Unmasked Estep 
Score: -23331980.000000 Penalty: 5965.976074
	Iteration 12Q: 3 clusters Score -2.333198e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 143059 members 
Entering Unmasked Estep 
Score: -23333128.000000 Penalty: 5965.976074
	Iteration 13Q: 3 clusters Score -2.333313e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 144881 members 
Entering Unmasked Estep 
Score: -23334304.000000 Penalty: 5965.976074
	Iteration 14Q: 3 clusters Score -2.33343e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 146537 members 
Entering Unmasked Estep 
Score: -23335200.000000 Penalty: 5965.976074
	Iteration 15Q: 3 clusters Score -2.33352e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 148038 members 
Entering Unmasked Estep 
Score: -23336266.000000 Penalty: 5965.976074
	Iteration 16Q: 3 clusters Score -2.333627e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 149537 members 
Entering Unmasked Estep 
Score: -23337038.000000 Penalty: 5965.976074
	Iteration 17Q: 3 clusters Score -2.333704e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -23337688.000000 Penalty: 5965.976074
	Iteration 18Q: 3 clusters Score -2.333769e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -23338312.000000 Penalty: 5965.976074
	Iteration 19Q: 3 clusters Score -2.333831e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -23338650.000000 Penalty: 5965.976074
	Iteration 20F: 3 clusters Score -2.333865e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 155046 members 
Entering Unmasked Estep 
Score: -23339024.000000 Penalty: 5965.976074
	Iteration 21Q: 3 clusters Score -2.333902e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 156172 members 
Entering Unmasked Estep 
Score: -23339150.000000 Penalty: 5965.976074
	Iteration 22Q: 3 clusters Score -2.333915e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 157165 members 
Entering Unmasked Estep 
Score: -23339304.000000 Penalty: 5965.976074
	Iteration 23Q: 3 clusters Score -2.33393e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 158107 members 
Entering Unmasked Estep 
Score: -23339546.000000 Penalty: 5965.976074
	Iteration 24Q: 3 clusters Score -2.333955e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 158919 members 
Entering Unmasked Estep 
Score: -23339576.000000 Penalty: 5965.976074
	Iteration 25Q: 3 clusters Score -2.333958e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 159623 members 
Entering Unmasked Estep 
Score: -23339562.000000 Penalty: 5965.976074
	Iteration 26Q: 3 clusters Score -2.333956e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -23339508.000000 Penalty: 5965.976074
	Iteration 27Q: 3 clusters Score -2.333951e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 160846 members 
Entering Unmasked Estep 
Score: -23339424.000000 Penalty: 5965.976074
	Iteration 28Q: 3 clusters Score -2.333942e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 161355 members 
Entering Unmasked Estep 
Score: -23339346.000000 Penalty: 5965.976074
	Iteration 29Q: 3 clusters Score -2.333935e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 161809 members 
Entering Unmasked Estep 
Score: -23339376.000000 Penalty: 5965.976074
	Iteration 30Q: 3 clusters Score -2.333938e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -23339312.000000 Penalty: 5965.976074
	Iteration 31Q: 3 clusters Score -2.333931e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 162554 members 
Entering Unmasked Estep 
Score: -23339346.000000 Penalty: 5965.976074
	Iteration 32Q: 3 clusters Score -2.333935e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 162869 members 
Entering Unmasked Estep 
Score: -23339318.000000 Penalty: 5965.976074
	Iteration 33Q: 3 clusters Score -2.333932e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -23339288.000000 Penalty: 5965.976074
	Iteration 34Q: 3 clusters Score -2.333929e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -23339282.000000 Penalty: 5965.976074
	Iteration 35Q: 3 clusters Score -2.333928e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 163642 members 
Entering Unmasked Estep 
Score: -23339176.000000 Penalty: 5965.976074
	Iteration 36Q: 3 clusters Score -2.333918e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -23339164.000000 Penalty: 5965.976074
	Iteration 37Q: 3 clusters Score -2.333916e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 163968 members 
Entering Unmasked Estep 
Score: -23339164.000000 Penalty: 5965.976074
	Iteration 38Q: 3 clusters Score -2.333916e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 164124 members 
Entering Unmasked Estep 
Score: -23339124.000000 Penalty: 5965.976074
	Iteration 39Q: 3 clusters Score -2.333912e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -23339088.000000 Penalty: 5965.976074
	Iteration 40F: 3 clusters Score -2.333909e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -23339072.000000 Penalty: 5965.976074
	Iteration 41Q: 3 clusters Score -2.333907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 164491 members 
Entering Unmasked Estep 
Score: -23339076.000000 Penalty: 5965.976074
	Iteration 42Q: 3 clusters Score -2.333908e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 164569 members 
Entering Unmasked Estep 
Score: -23339020.000000 Penalty: 5965.976074
	Iteration 43Q: 3 clusters Score -2.333902e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -23338996.000000 Penalty: 5965.976074
	Iteration 44Q: 3 clusters Score -2.3339e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 164719 members 
Entering Unmasked Estep 
Score: -23338958.000000 Penalty: 5965.976074
	Iteration 45Q: 3 clusters Score -2.333896e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 164779 members 
Entering Unmasked Estep 
Score: -23338982.000000 Penalty: 5965.976074
	Iteration 46Q: 3 clusters Score -2.333898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 164819 members 
Entering Unmasked Estep 
Score: -23338990.000000 Penalty: 5965.976074
	Iteration 47Q: 3 clusters Score -2.333899e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 164856 members 
Entering Unmasked Estep 
Score: -23338968.000000 Penalty: 5965.976074
	Iteration 48Q: 3 clusters Score -2.333897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 164887 members 
Entering Unmasked Estep 
Score: -23338964.000000 Penalty: 5965.976074
	Iteration 49Q: 3 clusters Score -2.333896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 164912 members 
Entering Unmasked Estep 
Score: -23338936.000000 Penalty: 5965.976074
	Iteration 50Q: 3 clusters Score -2.333894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 164931 members 
Entering Unmasked Estep 
Score: -23338968.000000 Penalty: 5965.976074
	Iteration 51Q: 3 clusters Score -2.333897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
Score: -23338960.000000 Penalty: 5965.976074
	Iteration 52Q: 3 clusters Score -2.333896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 164948 members 
Entering Unmasked Estep 
Score: -23338948.000000 Penalty: 5965.976074
	Iteration 53Q: 3 clusters Score -2.333895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -23338942.000000 Penalty: 5965.976074
	Iteration 54Q: 3 clusters Score -2.333894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -23338974.000000 Penalty: 5965.976074
	Iteration 55Q: 3 clusters Score -2.333897e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23338974.000000 Penalty: 5965.976074
	Iteration 56Q: 3 clusters Score -2.333897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 164997 members 
Entering Unmasked Estep 
Score: -23338976.000000 Penalty: 5965.976074
	Iteration 57Q: 3 clusters Score -2.333898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 165012 members 
Entering Unmasked Estep 
Score: -23338966.000000 Penalty: 5965.976074
	Iteration 58Q: 3 clusters Score -2.333897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165029 members 
Entering Unmasked Estep 
Score: -23338956.000000 Penalty: 5965.976074
	Iteration 59Q: 3 clusters Score -2.333896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 165043 members 
Entering Unmasked Estep 
Score: -23338944.000000 Penalty: 5965.976074
	Iteration 60F: 3 clusters Score -2.333894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 165053 members 
Entering Unmasked Estep 
Score: -23338942.000000 Penalty: 5965.976074
	Iteration 61Q: 3 clusters Score -2.333894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -23338942.000000 Penalty: 5965.976074
	Iteration 62Q: 3 clusters Score -2.333894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -23338954.000000 Penalty: 5965.976074
	Iteration 63Q: 3 clusters Score -2.333895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 165075 members 
Entering Unmasked Estep 
Score: -23338930.000000 Penalty: 5965.976074
	Iteration 64Q: 3 clusters Score -2.333893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 165084 members 
Entering Unmasked Estep 
Score: -23338946.000000 Penalty: 5965.976074
	Iteration 65Q: 3 clusters Score -2.333895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -23338942.000000 Penalty: 5965.976074
	Iteration 66Q: 3 clusters Score -2.333894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 165107 members 
Entering Unmasked Estep 
Score: -23338952.000000 Penalty: 5965.976074
	Iteration 67Q: 3 clusters Score -2.333895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 165113 members 
Entering Unmasked Estep 
Score: -23338940.000000 Penalty: 5965.976074
	Iteration 68Q: 3 clusters Score -2.333894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 165118 members 
Entering Unmasked Estep 
Score: -23338948.000000 Penalty: 5965.976074
	Iteration 69Q: 3 clusters Score -2.333895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 165125 members 
Entering Unmasked Estep 
Score: -23338966.000000 Penalty: 5965.976074
	Iteration 70Q: 3 clusters Score -2.333897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -23338962.000000 Penalty: 5965.976074
	Iteration 71Q: 3 clusters Score -2.333896e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 165140 members 
Entering Unmasked Estep 
Score: -23338924.000000 Penalty: 5965.976074
	Iteration 72Q: 3 clusters Score -2.333892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 165147 members 
Entering Unmasked Estep 
Score: -23338928.000000 Penalty: 5965.976074
	Iteration 73Q: 3 clusters Score -2.333893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -23338918.000000 Penalty: 5965.976074
	Iteration 74Q: 3 clusters Score -2.333892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -23338934.000000 Penalty: 5965.976074
	Iteration 75Q: 3 clusters Score -2.333893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 165162 members 
Entering Unmasked Estep 
Score: -23338924.000000 Penalty: 5965.976074
	Iteration 76Q: 3 clusters Score -2.333892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -23338922.000000 Penalty: 5965.976074
	Iteration 77Q: 3 clusters Score -2.333892e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -23338904.000000 Penalty: 5965.976074
	Iteration 78Q: 3 clusters Score -2.33389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 165175 members 
Entering Unmasked Estep 
Score: -23338920.000000 Penalty: 5965.976074
	Iteration 79Q: 3 clusters Score -2.333892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 165176 members 
Entering Unmasked Estep 
Score: -23338908.000000 Penalty: 5965.976074
	Iteration 80F: 3 clusters Score -2.333891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -23338910.000000 Penalty: 5965.976074
	Iteration 81Q: 3 clusters Score -2.333891e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -23338902.000000 Penalty: 5965.976074
	Iteration 82Q: 3 clusters Score -2.33389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -23338902.000000 Penalty: 5965.976074
	Iteration 83F: 3 clusters Score -2.33389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95078.140625 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95078.14 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95451.500000 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95451.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95793.289062 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95793.29 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96442.546875 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -96442.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96648.390625 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -96648.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -96812.062500 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -96812.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96998.437500 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -96998.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97109.460938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -97109.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -97142.203125 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -97142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -97151.195312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -97151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97159.304688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -97159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97168.460938 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -97168.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -97176.890625 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -97176.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97190.765625 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -97190.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -97202.648438 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -97202.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -97212.359375 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -97212.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97213.765625 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -97213.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -97213.765625 Penalty: 3306.179199
	Iteration 17F: 3 clusters Score -97213.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 388 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10886 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32248 members 
Mstep: Class 15 contains 397 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80837 members 
Mstep: Class 20 contains 149866 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
Score: -84938040.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939312.000000 to -84938040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.046875 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -243755.000000 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243755 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -244161.859375 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244161.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -244268.093750 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244268.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -244325.203125 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244325.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -244362.546875 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244362.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -244391.578125 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244391.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -244405.234375 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244405.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -244418.968750 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -244425.015625 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -244426.015625 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -244427.140625 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244427.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244428.515625 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -244430.312500 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244433.828125 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244434.312500 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244434.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244434.937500 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -244434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -244434.937500 Penalty: 3711.131104
	Iteration 16F: 3 clusters Score -244434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Entering Unmasked Estep 
Score: -1548613.625000 Penalty: 2305.217773
	Iteration 0F: 2 clusters Score -1548614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1540340.750000 Penalty: 4610.435547
	Iteration 0F: 3 clusters Score -1540341 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1542650.125000 Penalty: 4610.435547
	Iteration 1F: 3 clusters Score -1542650 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1542932.250000 Penalty: 4610.435547
	Iteration 2F: 3 clusters Score -1542932 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1543109.500000 Penalty: 4610.435547
	Iteration 3Q: 3 clusters Score -1543110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1543250.375000 Penalty: 4610.435547
	Iteration 4Q: 3 clusters Score -1543250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1543362.625000 Penalty: 4610.435547
	Iteration 5Q: 3 clusters Score -1543363 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1543455.125000 Penalty: 4610.435547
	Iteration 6Q: 3 clusters Score -1543455 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1543551.250000 Penalty: 4610.435547
	Iteration 7Q: 3 clusters Score -1543551 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1543640.625000 Penalty: 4610.435547
	Iteration 8Q: 3 clusters Score -1543641 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1543722.875000 Penalty: 4610.435547
	Iteration 9Q: 3 clusters Score -1543723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1543801.875000 Penalty: 4610.435547
	Iteration 10Q: 3 clusters Score -1543802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1543886.625000 Penalty: 4610.435547
	Iteration 11Q: 3 clusters Score -1543887 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1543990.875000 Penalty: 4610.435547
	Iteration 12Q: 3 clusters Score -1543991 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1544122.250000 Penalty: 4610.435547
	Iteration 13Q: 3 clusters Score -1544122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1544251.250000 Penalty: 4610.435547
	Iteration 14Q: 3 clusters Score -1544251 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1544400.000000 Penalty: 4610.435547
	Iteration 15Q: 3 clusters Score -1544400 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1544558.875000 Penalty: 4610.435547
	Iteration 16Q: 3 clusters Score -1544559 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1544737.000000 Penalty: 4610.435547
	Iteration 17Q: 3 clusters Score -1544737 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1544952.000000 Penalty: 4610.435547
	Iteration 18Q: 3 clusters Score -1544952 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1545173.625000 Penalty: 4610.435547
	Iteration 19Q: 3 clusters Score -1545174 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1545376.000000 Penalty: 4610.435547
	Iteration 20F: 3 clusters Score -1545376 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1545558.375000 Penalty: 4610.435547
	Iteration 21Q: 3 clusters Score -1545558 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1545710.625000 Penalty: 4610.435547
	Iteration 22Q: 3 clusters Score -1545711 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1545871.500000 Penalty: 4610.435547
	Iteration 23Q: 3 clusters Score -1545872 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1545997.625000 Penalty: 4610.435547
	Iteration 24Q: 3 clusters Score -1545998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1546094.000000 Penalty: 4610.435547
	Iteration 25Q: 3 clusters Score -1546094 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1546161.375000 Penalty: 4610.435547
	Iteration 26Q: 3 clusters Score -1546161 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1546222.500000 Penalty: 4610.435547
	Iteration 27Q: 3 clusters Score -1546222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1546262.875000 Penalty: 4610.435547
	Iteration 28Q: 3 clusters Score -1546263 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1546315.875000 Penalty: 4610.435547
	Iteration 29Q: 3 clusters Score -1546316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1546366.500000 Penalty: 4610.435547
	Iteration 30Q: 3 clusters Score -1546366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1546406.625000 Penalty: 4610.435547
	Iteration 31Q: 3 clusters Score -1546407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1546441.500000 Penalty: 4610.435547
	Iteration 32Q: 3 clusters Score -1546442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1546460.375000 Penalty: 4610.435547
	Iteration 33Q: 3 clusters Score -1546460 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1546480.750000 Penalty: 4610.435547
	Iteration 34Q: 3 clusters Score -1546481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1546498.625000 Penalty: 4610.435547
	Iteration 35Q: 3 clusters Score -1546499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1546517.000000 Penalty: 4610.435547
	Iteration 36Q: 3 clusters Score -1546517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1546527.750000 Penalty: 4610.435547
	Iteration 37Q: 3 clusters Score -1546528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1546539.125000 Penalty: 4610.435547
	Iteration 38Q: 3 clusters Score -1546539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1546547.500000 Penalty: 4610.435547
	Iteration 39Q: 3 clusters Score -1546548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1546555.375000 Penalty: 4610.435547
	Iteration 40F: 3 clusters Score -1546555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1546560.000000 Penalty: 4610.435547
	Iteration 41Q: 3 clusters Score -1546560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1546562.750000 Penalty: 4610.435547
	Iteration 42Q: 3 clusters Score -1546563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1546569.625000 Penalty: 4610.435547
	Iteration 43Q: 3 clusters Score -1546570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1546574.875000 Penalty: 4610.435547
	Iteration 44Q: 3 clusters Score -1546575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1546586.250000 Penalty: 4610.435547
	Iteration 45Q: 3 clusters Score -1546586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1546586.125000 Penalty: 4610.435547
	Iteration 46Q: 3 clusters Score -1546586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1546588.000000 Penalty: 4610.435547
	Iteration 47Q: 3 clusters Score -1546588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1546590.750000 Penalty: 4610.435547
	Iteration 48Q: 3 clusters Score -1546591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1546590.125000 Penalty: 4610.435547
	Iteration 49Q: 3 clusters Score -1546590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1546591.125000 Penalty: 4610.435547
	Iteration 50Q: 3 clusters Score -1546591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1546596.000000 Penalty: 4610.435547
	Iteration 51Q: 3 clusters Score -1546596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1546602.500000 Penalty: 4610.435547
	Iteration 52Q: 3 clusters Score -1546602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1546604.125000 Penalty: 4610.435547
	Iteration 53Q: 3 clusters Score -1546604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1546611.625000 Penalty: 4610.435547
	Iteration 54Q: 3 clusters Score -1546612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1546613.500000 Penalty: 4610.435547
	Iteration 55Q: 3 clusters Score -1546614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1546620.375000 Penalty: 4610.435547
	Iteration 56Q: 3 clusters Score -1546620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1546623.375000 Penalty: 4610.435547
	Iteration 57Q: 3 clusters Score -1546623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1546625.125000 Penalty: 4610.435547
	Iteration 58Q: 3 clusters Score -1546625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1546627.125000 Penalty: 4610.435547
	Iteration 59Q: 3 clusters Score -1546627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1546631.250000 Penalty: 4610.435547
	Iteration 60F: 3 clusters Score -1546631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1546632.875000 Penalty: 4610.435547
	Iteration 61Q: 3 clusters Score -1546633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1546638.750000 Penalty: 4610.435547
	Iteration 62Q: 3 clusters Score -1546639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1546641.125000 Penalty: 4610.435547
	Iteration 63Q: 3 clusters Score -1546641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1546643.750000 Penalty: 4610.435547
	Iteration 64Q: 3 clusters Score -1546644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1546649.750000 Penalty: 4610.435547
	Iteration 65Q: 3 clusters Score -1546650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1546650.375000 Penalty: 4610.435547
	Iteration 66Q: 3 clusters Score -1546650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1546654.500000 Penalty: 4610.435547
	Iteration 67Q: 3 clusters Score -1546654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1546656.250000 Penalty: 4610.435547
	Iteration 68Q: 3 clusters Score -1546656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1546656.875000 Penalty: 4610.435547
	Iteration 69Q: 3 clusters Score -1546657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1546657.625000 Penalty: 4610.435547
	Iteration 70Q: 3 clusters Score -1546658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1546658.875000 Penalty: 4610.435547
	Iteration 71Q: 3 clusters Score -1546659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1546660.625000 Penalty: 4610.435547
	Iteration 72Q: 3 clusters Score -1546661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1546664.000000 Penalty: 4610.435547
	Iteration 73Q: 3 clusters Score -1546664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1546665.250000 Penalty: 4610.435547
	Iteration 74Q: 3 clusters Score -1546665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1546666.875000 Penalty: 4610.435547
	Iteration 75Q: 3 clusters Score -1546667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1546670.375000 Penalty: 4610.435547
	Iteration 76Q: 3 clusters Score -1546670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1546671.750000 Penalty: 4610.435547
	Iteration 77Q: 3 clusters Score -1546672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1546671.750000 Penalty: 4610.435547
	Iteration 78Q: 3 clusters Score -1546672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1546671.750000 Penalty: 4610.435547
	Iteration 79F: 3 clusters Score -1546672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -3383438.500000 Penalty: 2499.538574
	Iteration 0F: 2 clusters Score -3383438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3366839.000000 Penalty: 4999.077148
	Iteration 0F: 3 clusters Score -3366839 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3372568.500000 Penalty: 4999.077148
	Iteration 1F: 3 clusters Score -3372568 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -3373042.000000 Penalty: 4999.077148
	Iteration 2F: 3 clusters Score -3373042 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3373495.750000 Penalty: 4999.077148
	Iteration 3Q: 3 clusters Score -3373496 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3373976.000000 Penalty: 4999.077148
	Iteration 4Q: 3 clusters Score -3373976 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -3374571.250000 Penalty: 4999.077148
	Iteration 5Q: 3 clusters Score -3374571 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -3375365.750000 Penalty: 4999.077148
	Iteration 6F: 3 clusters Score -3375366 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3376457.250000 Penalty: 4999.077148
	Iteration 7F: 3 clusters Score -3376457 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3377692.500000 Penalty: 4999.077148
	Iteration 8F: 3 clusters Score -3377692 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3378879.750000 Penalty: 4999.077148
	Iteration 9F: 3 clusters Score -3378880 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3379833.500000 Penalty: 4999.077148
	Iteration 10Q: 3 clusters Score -3379834 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3380449.000000 Penalty: 4999.077148
	Iteration 11Q: 3 clusters Score -3380449 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3380790.500000 Penalty: 4999.077148
	Iteration 12Q: 3 clusters Score -3380790 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3380978.500000 Penalty: 4999.077148
	Iteration 13Q: 3 clusters Score -3380978 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3381042.750000 Penalty: 4999.077148
	Iteration 14Q: 3 clusters Score -3381043 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3381101.750000 Penalty: 4999.077148
	Iteration 15Q: 3 clusters Score -3381102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3381140.500000 Penalty: 4999.077148
	Iteration 16Q: 3 clusters Score -3381140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3381164.500000 Penalty: 4999.077148
	Iteration 17Q: 3 clusters Score -3381164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3381177.750000 Penalty: 4999.077148
	Iteration 18Q: 3 clusters Score -3381178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3381186.750000 Penalty: 4999.077148
	Iteration 19Q: 3 clusters Score -3381187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3381191.750000 Penalty: 4999.077148
	Iteration 20F: 3 clusters Score -3381192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3381200.000000 Penalty: 4999.077148
	Iteration 21Q: 3 clusters Score -3381200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3381204.750000 Penalty: 4999.077148
	Iteration 22Q: 3 clusters Score -3381205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3381210.500000 Penalty: 4999.077148
	Iteration 23Q: 3 clusters Score -3381210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3381220.500000 Penalty: 4999.077148
	Iteration 24Q: 3 clusters Score -3381220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3381225.750000 Penalty: 4999.077148
	Iteration 25Q: 3 clusters Score -3381226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3381240.250000 Penalty: 4999.077148
	Iteration 26Q: 3 clusters Score -3381240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3381245.000000 Penalty: 4999.077148
	Iteration 27Q: 3 clusters Score -3381245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3381241.250000 Penalty: 4999.077148
	Iteration 28Q: 3 clusters Score -3381241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3381254.000000 Penalty: 4999.077148
	Iteration 29Q: 3 clusters Score -3381254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3381261.750000 Penalty: 4999.077148
	Iteration 30Q: 3 clusters Score -3381262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3381262.750000 Penalty: 4999.077148
	Iteration 31Q: 3 clusters Score -3381263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3381266.250000 Penalty: 4999.077148
	Iteration 32Q: 3 clusters Score -3381266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3381267.000000 Penalty: 4999.077148
	Iteration 33Q: 3 clusters Score -3381267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3381267.750000 Penalty: 4999.077148
	Iteration 34Q: 3 clusters Score -3381268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3381267.750000 Penalty: 4999.077148
	Iteration 35F: 3 clusters Score -3381268 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 282 members 
Entering Unmasked Estep 
Score: -61768.351562 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61768.35 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62100.042969 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62100.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -62365.187500 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62365.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62748.660156 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62748.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63062.566406 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -63062.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -63280.464844 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -63280.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63477.027344 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63477.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63497.894531 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63497.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63497.894531 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -63497.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10886 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 149 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32248 members 
Mstep: Class 15 contains 387 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80837 members 
Mstep: Class 20 contains 149866 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
Score: -84937792.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939312.000000 to -84937792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Entering Unmasked Estep 
Score: -4182096.250000 Penalty: 2552.342773
	Iteration 0F: 2 clusters Score -4182096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4161712.250000 Penalty: 5104.685547
	Iteration 0F: 3 clusters Score -4161712 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4168862.500000 Penalty: 5104.685547
	Iteration 1F: 3 clusters Score -4168862 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4169350.750000 Penalty: 5104.685547
	Iteration 2Q: 3 clusters Score -4169351 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -4169821.500000 Penalty: 5104.685547
	Iteration 3Q: 3 clusters Score -4169822 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -4170324.000000 Penalty: 5104.685547
	Iteration 4Q: 3 clusters Score -4170324 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -4170882.250000 Penalty: 5104.685547
	Iteration 5Q: 3 clusters Score -4170882 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4171566.250000 Penalty: 5104.685547
	Iteration 6Q: 3 clusters Score -4171566 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -4172363.250000 Penalty: 5104.685547
	Iteration 7Q: 3 clusters Score -4172363 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -4173235.500000 Penalty: 5104.685547
	Iteration 8Q: 3 clusters Score -4173236 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -4174253.250000 Penalty: 5104.685547
	Iteration 9Q: 3 clusters Score -4174253 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -4175277.500000 Penalty: 5104.685547
	Iteration 10Q: 3 clusters Score -4175278 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -4176162.250000 Penalty: 5104.685547
	Iteration 11Q: 3 clusters Score -4176162 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4176884.500000 Penalty: 5104.685547
	Iteration 12Q: 3 clusters Score -4176884 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -4177413.250000 Penalty: 5104.685547
	Iteration 13Q: 3 clusters Score -4177413 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4177838.250000 Penalty: 5104.685547
	Iteration 14Q: 3 clusters Score -4177838 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4178209.250000 Penalty: 5104.685547
	Iteration 15Q: 3 clusters Score -4178209 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4178518.000000 Penalty: 5104.685547
	Iteration 16Q: 3 clusters Score -4178518 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4178729.500000 Penalty: 5104.685547
	Iteration 17Q: 3 clusters Score -4178730 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4178915.250000 Penalty: 5104.685547
	Iteration 18Q: 3 clusters Score -4178915 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4179083.500000 Penalty: 5104.685547
	Iteration 19Q: 3 clusters Score -4179084 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4179209.500000 Penalty: 5104.685547
	Iteration 20F: 3 clusters Score -4179210 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4179291.000000 Penalty: 5104.685547
	Iteration 21Q: 3 clusters Score -4179291 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4179381.250000 Penalty: 5104.685547
	Iteration 22Q: 3 clusters Score -4179381 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4179470.250000 Penalty: 5104.685547
	Iteration 23Q: 3 clusters Score -4179470 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4179568.750000 Penalty: 5104.685547
	Iteration 24Q: 3 clusters Score -4179569 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4179625.750000 Penalty: 5104.685547
	Iteration 25Q: 3 clusters Score -4179626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4179674.000000 Penalty: 5104.685547
	Iteration 26Q: 3 clusters Score -4179674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4179718.750000 Penalty: 5104.685547
	Iteration 27Q: 3 clusters Score -4179719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4179748.750000 Penalty: 5104.685547
	Iteration 28Q: 3 clusters Score -4179749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4179774.500000 Penalty: 5104.685547
	Iteration 29Q: 3 clusters Score -4179774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4179812.750000 Penalty: 5104.685547
	Iteration 30Q: 3 clusters Score -4179813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4179833.500000 Penalty: 5104.685547
	Iteration 31Q: 3 clusters Score -4179834 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4179857.000000 Penalty: 5104.685547
	Iteration 32Q: 3 clusters Score -4179857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4179864.750000 Penalty: 5104.685547
	Iteration 33Q: 3 clusters Score -4179865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4179877.000000 Penalty: 5104.685547
	Iteration 34Q: 3 clusters Score -4179877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4179885.000000 Penalty: 5104.685547
	Iteration 35Q: 3 clusters Score -4179885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4179896.000000 Penalty: 5104.685547
	Iteration 36Q: 3 clusters Score -4179896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4179898.250000 Penalty: 5104.685547
	Iteration 37Q: 3 clusters Score -4179898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4179906.250000 Penalty: 5104.685547
	Iteration 38Q: 3 clusters Score -4179906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4179907.000000 Penalty: 5104.685547
	Iteration 39Q: 3 clusters Score -4179907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4179912.250000 Penalty: 5104.685547
	Iteration 40F: 3 clusters Score -4179912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4179907.750000 Penalty: 5104.685547
	Iteration 41Q: 3 clusters Score -4179908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4179919.250000 Penalty: 5104.685547
	Iteration 42Q: 3 clusters Score -4179919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4179927.000000 Penalty: 5104.685547
	Iteration 43Q: 3 clusters Score -4179927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4179930.500000 Penalty: 5104.685547
	Iteration 44Q: 3 clusters Score -4179930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4179935.000000 Penalty: 5104.685547
	Iteration 45Q: 3 clusters Score -4179935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4179934.500000 Penalty: 5104.685547
	Iteration 46Q: 3 clusters Score -4179934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4179934.500000 Penalty: 5104.685547
	Iteration 47F: 3 clusters Score -4179934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84895.359375 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84895.36 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85190.890625 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85190.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85297.156250 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85297.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85365.820312 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85365.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85410.953125 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85410.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85458.554688 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85458.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85486.468750 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85486.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85504.632812 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85504.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85510.289062 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85510.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85514.031250 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85514.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85522.000000 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85528.210938 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85528.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85541.140625 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85541.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85545.648438 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85545.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85548.601562 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85553.226562 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85553.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85553.226562 Penalty: 3242.917236
	Iteration 16F: 3 clusters Score -85553.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Entering Unmasked Estep 
Score: -3012190.750000 Penalty: 2471.158203
	Iteration 0F: 2 clusters Score -3012191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2997232.250000 Penalty: 4942.316406
	Iteration 0F: 3 clusters Score -2997232 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3002535.000000 Penalty: 4942.316406
	Iteration 1F: 3 clusters Score -3002535 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -3002972.000000 Penalty: 4942.316406
	Iteration 2F: 3 clusters Score -3002972 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -3003422.500000 Penalty: 4942.316406
	Iteration 3Q: 3 clusters Score -3003422 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3003811.000000 Penalty: 4942.316406
	Iteration 4Q: 3 clusters Score -3003811 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3004224.000000 Penalty: 4942.316406
	Iteration 5Q: 3 clusters Score -3004224 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -3004676.000000 Penalty: 4942.316406
	Iteration 6Q: 3 clusters Score -3004676 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -3005262.500000 Penalty: 4942.316406
	Iteration 7Q: 3 clusters Score -3005262 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3005864.000000 Penalty: 4942.316406
	Iteration 8Q: 3 clusters Score -3005864 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -3006478.750000 Penalty: 4942.316406
	Iteration 9Q: 3 clusters Score -3006479 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3007013.500000 Penalty: 4942.316406
	Iteration 10Q: 3 clusters Score -3007014 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -3007434.750000 Penalty: 4942.316406
	Iteration 11Q: 3 clusters Score -3007435 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -3007710.000000 Penalty: 4942.316406
	Iteration 12Q: 3 clusters Score -3007710 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -3007860.750000 Penalty: 4942.316406
	Iteration 13Q: 3 clusters Score -3007861 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3007949.750000 Penalty: 4942.316406
	Iteration 14Q: 3 clusters Score -3007950 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3008018.500000 Penalty: 4942.316406
	Iteration 15Q: 3 clusters Score -3008018 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3008044.000000 Penalty: 4942.316406
	Iteration 16Q: 3 clusters Score -3008044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3008078.000000 Penalty: 4942.316406
	Iteration 17Q: 3 clusters Score -3008078 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3008105.500000 Penalty: 4942.316406
	Iteration 18Q: 3 clusters Score -3008106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3008130.500000 Penalty: 4942.316406
	Iteration 19Q: 3 clusters Score -3008130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -3008148.000000 Penalty: 4942.316406
	Iteration 20F: 3 clusters Score -3008148 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3008160.000000 Penalty: 4942.316406
	Iteration 21Q: 3 clusters Score -3008160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -3008178.000000 Penalty: 4942.316406
	Iteration 22Q: 3 clusters Score -3008178 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3008186.250000 Penalty: 4942.316406
	Iteration 23Q: 3 clusters Score -3008186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3008184.000000 Penalty: 4942.316406
	Iteration 24Q: 3 clusters Score -3008184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3008188.000000 Penalty: 4942.316406
	Iteration 25Q: 3 clusters Score -3008188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3008198.500000 Penalty: 4942.316406
	Iteration 26Q: 3 clusters Score -3008198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3008215.000000 Penalty: 4942.316406
	Iteration 27Q: 3 clusters Score -3008215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -3008223.000000 Penalty: 4942.316406
	Iteration 28Q: 3 clusters Score -3008223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3008236.750000 Penalty: 4942.316406
	Iteration 29Q: 3 clusters Score -3008237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -3008242.000000 Penalty: 4942.316406
	Iteration 30Q: 3 clusters Score -3008242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3008259.750000 Penalty: 4942.316406
	Iteration 31Q: 3 clusters Score -3008260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -3008275.000000 Penalty: 4942.316406
	Iteration 32Q: 3 clusters Score -3008275 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -3008282.500000 Penalty: 4942.316406
	Iteration 33Q: 3 clusters Score -3008282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3008304.250000 Penalty: 4942.316406
	Iteration 34Q: 3 clusters Score -3008304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3008328.750000 Penalty: 4942.316406
	Iteration 35Q: 3 clusters Score -3008329 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3008338.000000 Penalty: 4942.316406
	Iteration 36Q: 3 clusters Score -3008338 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3008352.500000 Penalty: 4942.316406
	Iteration 37Q: 3 clusters Score -3008352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3008361.750000 Penalty: 4942.316406
	Iteration 38Q: 3 clusters Score -3008362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3008383.250000 Penalty: 4942.316406
	Iteration 39Q: 3 clusters Score -3008383 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3008418.750000 Penalty: 4942.316406
	Iteration 40F: 3 clusters Score -3008419 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3008429.250000 Penalty: 4942.316406
	Iteration 41Q: 3 clusters Score -3008429 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3008449.000000 Penalty: 4942.316406
	Iteration 42Q: 3 clusters Score -3008449 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -3008475.000000 Penalty: 4942.316406
	Iteration 43Q: 3 clusters Score -3008475 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3008513.250000 Penalty: 4942.316406
	Iteration 44Q: 3 clusters Score -3008513 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -3008540.250000 Penalty: 4942.316406
	Iteration 45Q: 3 clusters Score -3008540 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3008568.250000 Penalty: 4942.316406
	Iteration 46Q: 3 clusters Score -3008568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -3008606.250000 Penalty: 4942.316406
	Iteration 47Q: 3 clusters Score -3008606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -3008646.500000 Penalty: 4942.316406
	Iteration 48Q: 3 clusters Score -3008646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3008667.500000 Penalty: 4942.316406
	Iteration 49Q: 3 clusters Score -3008668 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -3008698.250000 Penalty: 4942.316406
	Iteration 50Q: 3 clusters Score -3008698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3008725.500000 Penalty: 4942.316406
	Iteration 51Q: 3 clusters Score -3008726 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3008760.000000 Penalty: 4942.316406
	Iteration 52Q: 3 clusters Score -3008760 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3008792.000000 Penalty: 4942.316406
	Iteration 53Q: 3 clusters Score -3008792 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3008823.750000 Penalty: 4942.316406
	Iteration 54Q: 3 clusters Score -3008824 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3008863.500000 Penalty: 4942.316406
	Iteration 55Q: 3 clusters Score -3008864 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -3008911.250000 Penalty: 4942.316406
	Iteration 56Q: 3 clusters Score -3008911 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3008972.500000 Penalty: 4942.316406
	Iteration 57Q: 3 clusters Score -3008972 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3009024.250000 Penalty: 4942.316406
	Iteration 58Q: 3 clusters Score -3009024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3009103.000000 Penalty: 4942.316406
	Iteration 59Q: 3 clusters Score -3009103 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -3009179.500000 Penalty: 4942.316406
	Iteration 60F: 3 clusters Score -3009180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3009270.250000 Penalty: 4942.316406
	Iteration 61Q: 3 clusters Score -3009270 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -3009364.500000 Penalty: 4942.316406
	Iteration 62Q: 3 clusters Score -3009364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3009435.750000 Penalty: 4942.316406
	Iteration 63Q: 3 clusters Score -3009436 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3009524.500000 Penalty: 4942.316406
	Iteration 64Q: 3 clusters Score -3009524 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3009618.250000 Penalty: 4942.316406
	Iteration 65Q: 3 clusters Score -3009618 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -3009703.000000 Penalty: 4942.316406
	Iteration 66Q: 3 clusters Score -3009703 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3009791.000000 Penalty: 4942.316406
	Iteration 67Q: 3 clusters Score -3009791 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3009840.500000 Penalty: 4942.316406
	Iteration 68Q: 3 clusters Score -3009840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -3009880.250000 Penalty: 4942.316406
	Iteration 69Q: 3 clusters Score -3009880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3009909.500000 Penalty: 4942.316406
	Iteration 70Q: 3 clusters Score -3009910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3009933.500000 Penalty: 4942.316406
	Iteration 71Q: 3 clusters Score -3009934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3009971.750000 Penalty: 4942.316406
	Iteration 72Q: 3 clusters Score -3009972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3010006.000000 Penalty: 4942.316406
	Iteration 73Q: 3 clusters Score -3010006 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3010038.750000 Penalty: 4942.316406
	Iteration 74Q: 3 clusters Score -3010039 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3010062.500000 Penalty: 4942.316406
	Iteration 75Q: 3 clusters Score -3010062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3010080.000000 Penalty: 4942.316406
	Iteration 76Q: 3 clusters Score -3010080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3010107.000000 Penalty: 4942.316406
	Iteration 77Q: 3 clusters Score -3010107 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -3010120.750000 Penalty: 4942.316406
	Iteration 78Q: 3 clusters Score -3010121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3010128.750000 Penalty: 4942.316406
	Iteration 79Q: 3 clusters Score -3010129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3010142.250000 Penalty: 4942.316406
	Iteration 80F: 3 clusters Score -3010142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3010150.000000 Penalty: 4942.316406
	Iteration 81Q: 3 clusters Score -3010150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3010154.500000 Penalty: 4942.316406
	Iteration 82Q: 3 clusters Score -3010154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3010160.750000 Penalty: 4942.316406
	Iteration 83Q: 3 clusters Score -3010161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3010170.750000 Penalty: 4942.316406
	Iteration 84Q: 3 clusters Score -3010171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3010177.250000 Penalty: 4942.316406
	Iteration 85Q: 3 clusters Score -3010177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3010180.250000 Penalty: 4942.316406
	Iteration 86Q: 3 clusters Score -3010180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3010183.000000 Penalty: 4942.316406
	Iteration 87Q: 3 clusters Score -3010183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -3010182.750000 Penalty: 4942.316406
	Iteration 88Q: 3 clusters Score -3010183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3010191.750000 Penalty: 4942.316406
	Iteration 89Q: 3 clusters Score -3010192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3010193.500000 Penalty: 4942.316406
	Iteration 90Q: 3 clusters Score -3010194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3010200.000000 Penalty: 4942.316406
	Iteration 91Q: 3 clusters Score -3010200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3010208.750000 Penalty: 4942.316406
	Iteration 92Q: 3 clusters Score -3010209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3010208.000000 Penalty: 4942.316406
	Iteration 93Q: 3 clusters Score -3010208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -3010217.500000 Penalty: 4942.316406
	Iteration 94Q: 3 clusters Score -3010218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -3010223.500000 Penalty: 4942.316406
	Iteration 95Q: 3 clusters Score -3010224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3010229.750000 Penalty: 4942.316406
	Iteration 96Q: 3 clusters Score -3010230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3010232.750000 Penalty: 4942.316406
	Iteration 97Q: 3 clusters Score -3010233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3010234.000000 Penalty: 4942.316406
	Iteration 98Q: 3 clusters Score -3010234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3010243.500000 Penalty: 4942.316406
	Iteration 99Q: 3 clusters Score -3010244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -3010245.250000 Penalty: 4942.316406
	Iteration 100F: 3 clusters Score -3010245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -3010248.000000 Penalty: 4942.316406
	Iteration 101Q: 3 clusters Score -3010248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3010256.500000 Penalty: 4942.316406
	Iteration 102Q: 3 clusters Score -3010256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3010253.500000 Penalty: 4942.316406
	Iteration 103Q: 3 clusters Score -3010254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3010254.750000 Penalty: 4942.316406
	Iteration 104Q: 3 clusters Score -3010255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -3010253.000000 Penalty: 4942.316406
	Iteration 105Q: 3 clusters Score -3010253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3010255.250000 Penalty: 4942.316406
	Iteration 106Q: 3 clusters Score -3010255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3010257.000000 Penalty: 4942.316406
	Iteration 107Q: 3 clusters Score -3010257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3010257.000000 Penalty: 4942.316406
	Iteration 108Q: 3 clusters Score -3010257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3010258.250000 Penalty: 4942.316406
	Iteration 109Q: 3 clusters Score -3010258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -3010253.750000 Penalty: 4942.316406
	Iteration 110Q: 3 clusters Score -3010254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3010253.000000 Penalty: 4942.316406
	Iteration 111Q: 3 clusters Score -3010253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3010254.500000 Penalty: 4942.316406
	Iteration 112Q: 3 clusters Score -3010254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3010256.750000 Penalty: 4942.316406
	Iteration 113Q: 3 clusters Score -3010257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3010258.000000 Penalty: 4942.316406
	Iteration 114Q: 3 clusters Score -3010258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3010260.250000 Penalty: 4942.316406
	Iteration 115Q: 3 clusters Score -3010260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3010261.500000 Penalty: 4942.316406
	Iteration 116Q: 3 clusters Score -3010262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3010265.750000 Penalty: 4942.316406
	Iteration 117Q: 3 clusters Score -3010266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3010269.750000 Penalty: 4942.316406
	Iteration 118Q: 3 clusters Score -3010270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3010275.000000 Penalty: 4942.316406
	Iteration 119Q: 3 clusters Score -3010275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3010279.250000 Penalty: 4942.316406
	Iteration 120F: 3 clusters Score -3010279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3010280.000000 Penalty: 4942.316406
	Iteration 121Q: 3 clusters Score -3010280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3010280.250000 Penalty: 4942.316406
	Iteration 122Q: 3 clusters Score -3010280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3010281.500000 Penalty: 4942.316406
	Iteration 123Q: 3 clusters Score -3010282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -3010286.750000 Penalty: 4942.316406
	Iteration 124Q: 3 clusters Score -3010287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -3010289.500000 Penalty: 4942.316406
	Iteration 125Q: 3 clusters Score -3010290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3010287.750000 Penalty: 4942.316406
	Iteration 126Q: 3 clusters Score -3010288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3010289.750000 Penalty: 4942.316406
	Iteration 127Q: 3 clusters Score -3010290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -3010285.750000 Penalty: 4942.316406
	Iteration 128Q: 3 clusters Score -3010286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3010294.750000 Penalty: 4942.316406
	Iteration 129Q: 3 clusters Score -3010295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3010296.250000 Penalty: 4942.316406
	Iteration 130Q: 3 clusters Score -3010296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3010296.250000 Penalty: 4942.316406
	Iteration 131F: 3 clusters Score -3010296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Entering Unmasked Estep 
Score: -4559726.000000 Penalty: 2573.978516
	Iteration 0F: 2 clusters Score -4559726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -4537802.000000 Penalty: 5147.957031
	Iteration 0F: 3 clusters Score -4537802 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4545509.500000 Penalty: 5147.957031
	Iteration 1F: 3 clusters Score -4545510 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -4545980.000000 Penalty: 5147.957031
	Iteration 2Q: 3 clusters Score -4545980 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -4546463.500000 Penalty: 5147.957031
	Iteration 3Q: 3 clusters Score -4546464 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4546918.500000 Penalty: 5147.957031
	Iteration 4Q: 3 clusters Score -4546918 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4547438.000000 Penalty: 5147.957031
	Iteration 5Q: 3 clusters Score -4547438 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -4547999.000000 Penalty: 5147.957031
	Iteration 6Q: 3 clusters Score -4547999 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4548627.000000 Penalty: 5147.957031
	Iteration 7Q: 3 clusters Score -4548627 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4549335.500000 Penalty: 5147.957031
	Iteration 8Q: 3 clusters Score -4549336 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4550144.500000 Penalty: 5147.957031
	Iteration 9Q: 3 clusters Score -4550144 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -4551035.500000 Penalty: 5147.957031
	Iteration 10Q: 3 clusters Score -4551036 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4552105.500000 Penalty: 5147.957031
	Iteration 11F: 3 clusters Score -4552106 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -4553087.500000 Penalty: 5147.957031
	Iteration 12F: 3 clusters Score -4553088 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4553727.000000 Penalty: 5147.957031
	Iteration 13Q: 3 clusters Score -4553727 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4554023.000000 Penalty: 5147.957031
	Iteration 14Q: 3 clusters Score -4554023 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4554168.500000 Penalty: 5147.957031
	Iteration 15Q: 3 clusters Score -4554168 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -4554266.500000 Penalty: 5147.957031
	Iteration 16Q: 3 clusters Score -4554266 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -4554337.000000 Penalty: 5147.957031
	Iteration 17Q: 3 clusters Score -4554337 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4554393.500000 Penalty: 5147.957031
	Iteration 18Q: 3 clusters Score -4554394 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -4554427.000000 Penalty: 5147.957031
	Iteration 19Q: 3 clusters Score -4554427 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4554489.500000 Penalty: 5147.957031
	Iteration 20F: 3 clusters Score -4554490 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4554530.500000 Penalty: 5147.957031
	Iteration 21Q: 3 clusters Score -4554530 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -4554568.500000 Penalty: 5147.957031
	Iteration 22Q: 3 clusters Score -4554568 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4554591.500000 Penalty: 5147.957031
	Iteration 23Q: 3 clusters Score -4554592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4554607.500000 Penalty: 5147.957031
	Iteration 24Q: 3 clusters Score -4554608 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4554625.500000 Penalty: 5147.957031
	Iteration 25Q: 3 clusters Score -4554626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4554664.000000 Penalty: 5147.957031
	Iteration 26Q: 3 clusters Score -4554664 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4554660.500000 Penalty: 5147.957031
	Iteration 27Q: 3 clusters Score -4554660 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -4554678.000000 Penalty: 5147.957031
	Iteration 28Q: 3 clusters Score -4554678 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -4554675.500000 Penalty: 5147.957031
	Iteration 29Q: 3 clusters Score -4554676 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4554698.000000 Penalty: 5147.957031
	Iteration 30Q: 3 clusters Score -4554698 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -4554701.000000 Penalty: 5147.957031
	Iteration 31Q: 3 clusters Score -4554701 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -4554697.500000 Penalty: 5147.957031
	Iteration 32Q: 3 clusters Score -4554698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4554710.500000 Penalty: 5147.957031
	Iteration 33Q: 3 clusters Score -4554710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -4554717.500000 Penalty: 5147.957031
	Iteration 34Q: 3 clusters Score -4554718 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4554720.500000 Penalty: 5147.957031
	Iteration 35Q: 3 clusters Score -4554720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -4554738.000000 Penalty: 5147.957031
	Iteration 36Q: 3 clusters Score -4554738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -4554744.000000 Penalty: 5147.957031
	Iteration 37Q: 3 clusters Score -4554744 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -4554758.500000 Penalty: 5147.957031
	Iteration 38Q: 3 clusters Score -4554758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4554758.000000 Penalty: 5147.957031
	Iteration 39Q: 3 clusters Score -4554758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -4554765.500000 Penalty: 5147.957031
	Iteration 40F: 3 clusters Score -4554766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -4554768.000000 Penalty: 5147.957031
	Iteration 41Q: 3 clusters Score -4554768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4554762.500000 Penalty: 5147.957031
	Iteration 42Q: 3 clusters Score -4554762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4554768.000000 Penalty: 5147.957031
	Iteration 43Q: 3 clusters Score -4554768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -4554772.500000 Penalty: 5147.957031
	Iteration 44Q: 3 clusters Score -4554772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4554783.500000 Penalty: 5147.957031
	Iteration 45Q: 3 clusters Score -4554784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4554789.000000 Penalty: 5147.957031
	Iteration 46Q: 3 clusters Score -4554789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4554786.500000 Penalty: 5147.957031
	Iteration 47Q: 3 clusters Score -4554786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4554791.000000 Penalty: 5147.957031
	Iteration 48Q: 3 clusters Score -4554791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -4554793.000000 Penalty: 5147.957031
	Iteration 49Q: 3 clusters Score -4554793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4554786.500000 Penalty: 5147.957031
	Iteration 50Q: 3 clusters Score -4554786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4554789.000000 Penalty: 5147.957031
	Iteration 51Q: 3 clusters Score -4554789 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -4554793.500000 Penalty: 5147.957031
	Iteration 52Q: 3 clusters Score -4554794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4554797.000000 Penalty: 5147.957031
	Iteration 53Q: 3 clusters Score -4554797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4554791.000000 Penalty: 5147.957031
	Iteration 54Q: 3 clusters Score -4554791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4554802.000000 Penalty: 5147.957031
	Iteration 55Q: 3 clusters Score -4554802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -4554797.000000 Penalty: 5147.957031
	Iteration 56Q: 3 clusters Score -4554797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4554789.000000 Penalty: 5147.957031
	Iteration 57Q: 3 clusters Score -4554789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -4554787.500000 Penalty: 5147.957031
	Iteration 58Q: 3 clusters Score -4554788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4554792.000000 Penalty: 5147.957031
	Iteration 59Q: 3 clusters Score -4554792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -4554788.500000 Penalty: 5147.957031
	Iteration 60F: 3 clusters Score -4554788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4554779.000000 Penalty: 5147.957031
	Iteration 61Q: 3 clusters Score -4554779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -4554792.000000 Penalty: 5147.957031
	Iteration 62Q: 3 clusters Score -4554792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4554790.500000 Penalty: 5147.957031
	Iteration 63Q: 3 clusters Score -4554790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4554787.000000 Penalty: 5147.957031
	Iteration 64Q: 3 clusters Score -4554787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4554790.500000 Penalty: 5147.957031
	Iteration 65Q: 3 clusters Score -4554790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4554793.500000 Penalty: 5147.957031
	Iteration 66Q: 3 clusters Score -4554794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -4554790.500000 Penalty: 5147.957031
	Iteration 67Q: 3 clusters Score -4554790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4554792.000000 Penalty: 5147.957031
	Iteration 68Q: 3 clusters Score -4554792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4554792.500000 Penalty: 5147.957031
	Iteration 69Q: 3 clusters Score -4554792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4554790.000000 Penalty: 5147.957031
	Iteration 70Q: 3 clusters Score -4554790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -4554784.500000 Penalty: 5147.957031
	Iteration 71Q: 3 clusters Score -4554784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4554789.000000 Penalty: 5147.957031
	Iteration 72Q: 3 clusters Score -4554789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4554786.500000 Penalty: 5147.957031
	Iteration 73Q: 3 clusters Score -4554786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4554786.500000 Penalty: 5147.957031
	Iteration 74F: 3 clusters Score -4554786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -15484.883789 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15484.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15505.048828 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15505.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15505.048828 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15505.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Entering Unmasked Estep 
Score: -272716.906250 Penalty: 1882.531372
	Iteration 0F: 2 clusters Score -272716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -270116.375000 Penalty: 3765.062744
	Iteration 0F: 3 clusters Score -270116.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270556.875000 Penalty: 3765.062744
	Iteration 1F: 3 clusters Score -270556.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -270663.593750 Penalty: 3765.062744
	Iteration 2F: 3 clusters Score -270663.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -270729.812500 Penalty: 3765.062744
	Iteration 3Q: 3 clusters Score -270729.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -270768.468750 Penalty: 3765.062744
	Iteration 4Q: 3 clusters Score -270768.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -270800.000000 Penalty: 3765.062744
	Iteration 5Q: 3 clusters Score -270800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -270816.000000 Penalty: 3765.062744
	Iteration 6Q: 3 clusters Score -270816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270828.250000 Penalty: 3765.062744
	Iteration 7Q: 3 clusters Score -270828.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -270842.250000 Penalty: 3765.062744
	Iteration 8Q: 3 clusters Score -270842.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -270853.000000 Penalty: 3765.062744
	Iteration 9Q: 3 clusters Score -270853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -270866.031250 Penalty: 3765.062744
	Iteration 10Q: 3 clusters Score -270866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -270876.375000 Penalty: 3765.062744
	Iteration 11Q: 3 clusters Score -270876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270885.875000 Penalty: 3765.062744
	Iteration 12Q: 3 clusters Score -270885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -270893.312500 Penalty: 3765.062744
	Iteration 13Q: 3 clusters Score -270893.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -270899.031250 Penalty: 3765.062744
	Iteration 14Q: 3 clusters Score -270899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -270903.312500 Penalty: 3765.062744
	Iteration 15Q: 3 clusters Score -270903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -270906.781250 Penalty: 3765.062744
	Iteration 16Q: 3 clusters Score -270906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270910.718750 Penalty: 3765.062744
	Iteration 17Q: 3 clusters Score -270910.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270912.812500 Penalty: 3765.062744
	Iteration 18Q: 3 clusters Score -270912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270913.468750 Penalty: 3765.062744
	Iteration 19Q: 3 clusters Score -270913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270915.562500 Penalty: 3765.062744
	Iteration 20F: 3 clusters Score -270915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -270917.500000 Penalty: 3765.062744
	Iteration 21Q: 3 clusters Score -270917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -270920.843750 Penalty: 3765.062744
	Iteration 22Q: 3 clusters Score -270920.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -270924.312500 Penalty: 3765.062744
	Iteration 23Q: 3 clusters Score -270924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270925.437500 Penalty: 3765.062744
	Iteration 24Q: 3 clusters Score -270925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -270926.500000 Penalty: 3765.062744
	Iteration 25Q: 3 clusters Score -270926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270927.937500 Penalty: 3765.062744
	Iteration 26Q: 3 clusters Score -270927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270927.937500 Penalty: 3765.062744
	Iteration 27F: 3 clusters Score -270927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 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 338 members 
Entering Unmasked Estep 
Score: -78223.125000 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78223.12 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78583.445312 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78583.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78824.085938 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78824.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78962.718750 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -78962.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79037.976562 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -79037.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79115.187500 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -79115.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -79170.156250 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -79170.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -79241.656250 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -79241.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -79307.203125 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79307.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79378.312500 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79378.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79456.046875 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -79456.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -79501.179688 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -79501.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -79528.539062 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -79528.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79540.765625 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -79540.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79551.242188 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -79551.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79551.617188 Penalty: 3219.398926
	Iteration 15F: 3 clusters Score -79551.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79553.906250 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -79553.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -79553.906250 Penalty: 3219.398926
	Iteration 17F: 3 clusters Score -79553.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Entering Unmasked Estep 
Score: -4413780.000000 Penalty: 2574.540283
	Iteration 0F: 2 clusters Score -4413780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -4391827.500000 Penalty: 5149.080566
	Iteration 0F: 3 clusters Score -4391828 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4399474.000000 Penalty: 5149.080566
	Iteration 1F: 3 clusters Score -4399474 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4399853.500000 Penalty: 5149.080566
	Iteration 2Q: 3 clusters Score -4399854 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -4400184.500000 Penalty: 5149.080566
	Iteration 3Q: 3 clusters Score -4400184 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -4400474.000000 Penalty: 5149.080566
	Iteration 4Q: 3 clusters Score -4400474 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4400727.500000 Penalty: 5149.080566
	Iteration 5Q: 3 clusters Score -4400728 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4400965.500000 Penalty: 5149.080566
	Iteration 6Q: 3 clusters Score -4400966 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4401284.500000 Penalty: 5149.080566
	Iteration 7Q: 3 clusters Score -4401284 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -4401642.500000 Penalty: 5149.080566
	Iteration 8Q: 3 clusters Score -4401642 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4402157.500000 Penalty: 5149.080566
	Iteration 9Q: 3 clusters Score -4402158 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4402894.500000 Penalty: 5149.080566
	Iteration 10Q: 3 clusters Score -4402894 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4403879.000000 Penalty: 5149.080566
	Iteration 11F: 3 clusters Score -4403879 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -4405122.000000 Penalty: 5149.080566
	Iteration 12F: 3 clusters Score -4405122 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4406540.500000 Penalty: 5149.080566
	Iteration 13F: 3 clusters Score -4406540 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -4407993.000000 Penalty: 5149.080566
	Iteration 14F: 3 clusters Score -4407993 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -4409283.000000 Penalty: 5149.080566
	Iteration 15Q: 3 clusters Score -4409283 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4410291.000000 Penalty: 5149.080566
	Iteration 16Q: 3 clusters Score -4410291 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4410884.000000 Penalty: 5149.080566
	Iteration 17Q: 3 clusters Score -4410884 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4411178.000000 Penalty: 5149.080566
	Iteration 18Q: 3 clusters Score -4411178 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -4411363.500000 Penalty: 5149.080566
	Iteration 19Q: 3 clusters Score -4411364 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -4411469.500000 Penalty: 5149.080566
	Iteration 20F: 3 clusters Score -4411470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4411527.500000 Penalty: 5149.080566
	Iteration 21Q: 3 clusters Score -4411528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -4411554.000000 Penalty: 5149.080566
	Iteration 22Q: 3 clusters Score -4411554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -4411564.000000 Penalty: 5149.080566
	Iteration 23Q: 3 clusters Score -4411564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4411573.000000 Penalty: 5149.080566
	Iteration 24Q: 3 clusters Score -4411573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4411583.000000 Penalty: 5149.080566
	Iteration 25Q: 3 clusters Score -4411583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -4411592.000000 Penalty: 5149.080566
	Iteration 26Q: 3 clusters Score -4411592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4411592.500000 Penalty: 5149.080566
	Iteration 27Q: 3 clusters Score -4411592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4411608.000000 Penalty: 5149.080566
	Iteration 28Q: 3 clusters Score -4411608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4411618.000000 Penalty: 5149.080566
	Iteration 29Q: 3 clusters Score -4411618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4411628.500000 Penalty: 5149.080566
	Iteration 30Q: 3 clusters Score -4411628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4411634.500000 Penalty: 5149.080566
	Iteration 31Q: 3 clusters Score -4411634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4411643.500000 Penalty: 5149.080566
	Iteration 32Q: 3 clusters Score -4411644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4411648.000000 Penalty: 5149.080566
	Iteration 33Q: 3 clusters Score -4411648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -4411649.000000 Penalty: 5149.080566
	Iteration 34Q: 3 clusters Score -4411649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4411651.500000 Penalty: 5149.080566
	Iteration 35Q: 3 clusters Score -4411652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4411651.500000 Penalty: 5149.080566
	Iteration 36F: 3 clusters Score -4411652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Entering Unmasked Estep 
Score: -4542786.000000 Penalty: 2572.850586
	Iteration 0F: 2 clusters Score -4542786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4520863.000000 Penalty: 5145.701172
	Iteration 0F: 3 clusters Score -4520863 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -4528711.500000 Penalty: 5145.701172
	Iteration 1F: 3 clusters Score -4528712 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4529122.000000 Penalty: 5145.701172
	Iteration 2Q: 3 clusters Score -4529122 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4529479.500000 Penalty: 5145.701172
	Iteration 3Q: 3 clusters Score -4529480 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4529821.500000 Penalty: 5145.701172
	Iteration 4Q: 3 clusters Score -4529822 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4530193.000000 Penalty: 5145.701172
	Iteration 5Q: 3 clusters Score -4530193 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4530673.500000 Penalty: 5145.701172
	Iteration 6Q: 3 clusters Score -4530674 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -4531376.500000 Penalty: 5145.701172
	Iteration 7Q: 3 clusters Score -4531376 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4532497.500000 Penalty: 5145.701172
	Iteration 8F: 3 clusters Score -4532498 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -4533947.500000 Penalty: 5145.701172
	Iteration 9F: 3 clusters Score -4533948 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -4535720.500000 Penalty: 5145.701172
	Iteration 10F: 3 clusters Score -4535720 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4537447.500000 Penalty: 5145.701172
	Iteration 11F: 3 clusters Score -4537448 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -4538772.000000 Penalty: 5145.701172
	Iteration 12Q: 3 clusters Score -4538772 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -4539626.000000 Penalty: 5145.701172
	Iteration 13Q: 3 clusters Score -4539626 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4540122.000000 Penalty: 5145.701172
	Iteration 14Q: 3 clusters Score -4540122 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4540410.000000 Penalty: 5145.701172
	Iteration 15Q: 3 clusters Score -4540410 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4540562.500000 Penalty: 5145.701172
	Iteration 16Q: 3 clusters Score -4540562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -4540642.500000 Penalty: 5145.701172
	Iteration 17Q: 3 clusters Score -4540642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4540687.500000 Penalty: 5145.701172
	Iteration 18Q: 3 clusters Score -4540688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -4540734.000000 Penalty: 5145.701172
	Iteration 19Q: 3 clusters Score -4540734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4540766.500000 Penalty: 5145.701172
	Iteration 20F: 3 clusters Score -4540766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4540812.500000 Penalty: 5145.701172
	Iteration 21Q: 3 clusters Score -4540812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4540821.000000 Penalty: 5145.701172
	Iteration 22Q: 3 clusters Score -4540821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4540837.500000 Penalty: 5145.701172
	Iteration 23Q: 3 clusters Score -4540838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4540855.000000 Penalty: 5145.701172
	Iteration 24Q: 3 clusters Score -4540855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -4540870.000000 Penalty: 5145.701172
	Iteration 25Q: 3 clusters Score -4540870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -4540874.000000 Penalty: 5145.701172
	Iteration 26Q: 3 clusters Score -4540874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4540883.500000 Penalty: 5145.701172
	Iteration 27Q: 3 clusters Score -4540884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4540889.500000 Penalty: 5145.701172
	Iteration 28Q: 3 clusters Score -4540890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4540896.000000 Penalty: 5145.701172
	Iteration 29Q: 3 clusters Score -4540896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -4540901.000000 Penalty: 5145.701172
	Iteration 30Q: 3 clusters Score -4540901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4540901.500000 Penalty: 5145.701172
	Iteration 31Q: 3 clusters Score -4540902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -4540901.500000 Penalty: 5145.701172
	Iteration 32F: 3 clusters Score -4540902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191386.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -189152.468750 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189152.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -189557.187500 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189557.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189660.343750 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -189660.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -189698.546875 Penalty: 3606.420166
	Iteration 3Q: 3 clusters Score -189698.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -189721.875000 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -189721.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -189743.718750 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -189743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -189754.171875 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -189754.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -189766.953125 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -189767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -189775.375000 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -189775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -189780.625000 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -189780.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -189782.921875 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -189782.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189786.468750 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -189786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189791.953125 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -189792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189797.640625 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -189797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -189799.718750 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -189799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -189801.703125 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -189801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189804.296875 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -189804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189806.671875 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -189806.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189809.578125 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -189809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189812.515625 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -189812.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -189817.906250 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -189817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189822.296875 Penalty: 3606.420166
	Iteration 21Q: 3 clusters Score -189822.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -189823.437500 Penalty: 3606.420166
	Iteration 22Q: 3 clusters Score -189823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -189823.437500 Penalty: 3606.420166
	Iteration 23F: 3 clusters Score -189823.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Entering Unmasked Estep 
Score: -3431373.250000 Penalty: 2503.205566
	Iteration 0F: 2 clusters Score -3431373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -3414685.000000 Penalty: 5006.411133
	Iteration 0F: 3 clusters Score -3414685 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3420269.000000 Penalty: 5006.411133
	Iteration 1F: 3 clusters Score -3420269 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3420645.500000 Penalty: 5006.411133
	Iteration 2Q: 3 clusters Score -3420646 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3420929.000000 Penalty: 5006.411133
	Iteration 3Q: 3 clusters Score -3420929 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3421196.750000 Penalty: 5006.411133
	Iteration 4Q: 3 clusters Score -3421197 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -3421404.750000 Penalty: 5006.411133
	Iteration 5Q: 3 clusters Score -3421405 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3421623.500000 Penalty: 5006.411133
	Iteration 6Q: 3 clusters Score -3421624 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3421824.000000 Penalty: 5006.411133
	Iteration 7Q: 3 clusters Score -3421824 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3422065.000000 Penalty: 5006.411133
	Iteration 8Q: 3 clusters Score -3422065 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3422332.750000 Penalty: 5006.411133
	Iteration 9Q: 3 clusters Score -3422333 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3422673.000000 Penalty: 5006.411133
	Iteration 10Q: 3 clusters Score -3422673 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3423120.000000 Penalty: 5006.411133
	Iteration 11Q: 3 clusters Score -3423120 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3423784.250000 Penalty: 5006.411133
	Iteration 12Q: 3 clusters Score -3423784 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3424562.500000 Penalty: 5006.411133
	Iteration 13Q: 3 clusters Score -3424562 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3425484.750000 Penalty: 5006.411133
	Iteration 14F: 3 clusters Score -3425485 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3426464.500000 Penalty: 5006.411133
	Iteration 15Q: 3 clusters Score -3426464 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3427321.500000 Penalty: 5006.411133
	Iteration 16Q: 3 clusters Score -3427322 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3427941.250000 Penalty: 5006.411133
	Iteration 17Q: 3 clusters Score -3427941 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3428373.250000 Penalty: 5006.411133
	Iteration 18Q: 3 clusters Score -3428373 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -3428666.750000 Penalty: 5006.411133
	Iteration 19Q: 3 clusters Score -3428667 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3428858.250000 Penalty: 5006.411133
	Iteration 20F: 3 clusters Score -3428858 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -3428969.250000 Penalty: 5006.411133
	Iteration 21Q: 3 clusters Score -3428969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3429031.500000 Penalty: 5006.411133
	Iteration 22Q: 3 clusters Score -3429032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -3429064.500000 Penalty: 5006.411133
	Iteration 23Q: 3 clusters Score -3429064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -3429089.000000 Penalty: 5006.411133
	Iteration 24Q: 3 clusters Score -3429089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3429105.500000 Penalty: 5006.411133
	Iteration 25Q: 3 clusters Score -3429106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3429120.000000 Penalty: 5006.411133
	Iteration 26Q: 3 clusters Score -3429120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3429125.250000 Penalty: 5006.411133
	Iteration 27Q: 3 clusters Score -3429125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3429137.500000 Penalty: 5006.411133
	Iteration 28Q: 3 clusters Score -3429138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3429146.250000 Penalty: 5006.411133
	Iteration 29Q: 3 clusters Score -3429146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3429148.250000 Penalty: 5006.411133
	Iteration 30Q: 3 clusters Score -3429148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3429152.750000 Penalty: 5006.411133
	Iteration 31Q: 3 clusters Score -3429153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3429155.000000 Penalty: 5006.411133
	Iteration 32Q: 3 clusters Score -3429155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3429162.000000 Penalty: 5006.411133
	Iteration 33Q: 3 clusters Score -3429162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -3429159.750000 Penalty: 5006.411133
	Iteration 34Q: 3 clusters Score -3429160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3429164.750000 Penalty: 5006.411133
	Iteration 35Q: 3 clusters Score -3429165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -3429168.000000 Penalty: 5006.411133
	Iteration 36Q: 3 clusters Score -3429168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -3429171.000000 Penalty: 5006.411133
	Iteration 37Q: 3 clusters Score -3429171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3429173.500000 Penalty: 5006.411133
	Iteration 38Q: 3 clusters Score -3429174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3429179.500000 Penalty: 5006.411133
	Iteration 39Q: 3 clusters Score -3429180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3429181.750000 Penalty: 5006.411133
	Iteration 40F: 3 clusters Score -3429182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3429180.500000 Penalty: 5006.411133
	Iteration 41Q: 3 clusters Score -3429180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -3429182.500000 Penalty: 5006.411133
	Iteration 42Q: 3 clusters Score -3429182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -3429180.750000 Penalty: 5006.411133
	Iteration 43Q: 3 clusters Score -3429181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3429181.250000 Penalty: 5006.411133
	Iteration 44Q: 3 clusters Score -3429181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -3429181.250000 Penalty: 5006.411133
	Iteration 45F: 3 clusters Score -3429181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Entering Unmasked Estep 
Score: -11382619.000000 Penalty: 2802.447021
	Iteration 0F: 2 clusters Score -1.138262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -11328561.000000 Penalty: 5604.894043
	Iteration 0F: 3 clusters Score -1.132856e+07 nChanged 38134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -11349897.000000 Penalty: 5604.894043
	Iteration 1F: 3 clusters Score -1.13499e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -11350659.000000 Penalty: 5604.894043
	Iteration 2Q: 3 clusters Score -1.135066e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -11351533.000000 Penalty: 5604.894043
	Iteration 3Q: 3 clusters Score -1.135153e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -11352897.000000 Penalty: 5604.894043
	Iteration 4Q: 3 clusters Score -1.13529e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -11355074.000000 Penalty: 5604.894043
	Iteration 5F: 3 clusters Score -1.135507e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -11358880.000000 Penalty: 5604.894043
	Iteration 6F: 3 clusters Score -1.135888e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -11364785.000000 Penalty: 5604.894043
	Iteration 7F: 3 clusters Score -1.136478e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 71770 members 
Entering Unmasked Estep 
Score: -11371374.000000 Penalty: 5604.894043
	Iteration 8F: 3 clusters Score -1.137137e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 76698 members 
Entering Unmasked Estep 
Score: -11376304.000000 Penalty: 5604.894043
	Iteration 9F: 3 clusters Score -1.13763e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -11378788.000000 Penalty: 5604.894043
	Iteration 10Q: 3 clusters Score -1.137879e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -11379677.000000 Penalty: 5604.894043
	Iteration 11Q: 3 clusters Score -1.137968e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -11380040.000000 Penalty: 5604.894043
	Iteration 12Q: 3 clusters Score -1.138004e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -11380144.000000 Penalty: 5604.894043
	Iteration 13Q: 3 clusters Score -1.138014e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -11380193.000000 Penalty: 5604.894043
	Iteration 14Q: 3 clusters Score -1.138019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -11380224.000000 Penalty: 5604.894043
	Iteration 15Q: 3 clusters Score -1.138022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -11380245.000000 Penalty: 5604.894043
	Iteration 16Q: 3 clusters Score -1.138024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 80497 members 
Entering Unmasked Estep 
Score: -11380263.000000 Penalty: 5604.894043
	Iteration 17Q: 3 clusters Score -1.138026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -11380279.000000 Penalty: 5604.894043
	Iteration 18Q: 3 clusters Score -1.138028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -11380283.000000 Penalty: 5604.894043
	Iteration 19Q: 3 clusters Score -1.138028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -11380285.000000 Penalty: 5604.894043
	Iteration 20F: 3 clusters Score -1.138028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -11380290.000000 Penalty: 5604.894043
	Iteration 21Q: 3 clusters Score -1.138029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80513 members 
Entering Unmasked Estep 
Score: -11380295.000000 Penalty: 5604.894043
	Iteration 22Q: 3 clusters Score -1.13803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 80514 members 
Entering Unmasked Estep 
Score: -11380292.000000 Penalty: 5604.894043
	Iteration 23Q: 3 clusters Score -1.138029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -11380301.000000 Penalty: 5604.894043
	Iteration 24Q: 3 clusters Score -1.13803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 80519 members 
Entering Unmasked Estep 
Score: -11380304.000000 Penalty: 5604.894043
	Iteration 25Q: 3 clusters Score -1.13803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -11380302.000000 Penalty: 5604.894043
	Iteration 26Q: 3 clusters Score -1.13803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 80522 members 
Entering Unmasked Estep 
Score: -11380317.000000 Penalty: 5604.894043
	Iteration 27Q: 3 clusters Score -1.138032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -11380317.000000 Penalty: 5604.894043
	Iteration 28Q: 3 clusters Score -1.138032e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -11380317.000000 Penalty: 5604.894043
	Iteration 29F: 3 clusters Score -1.138032e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149866 members 
Entering Unmasked Estep 
Score: -20910934.000000 Penalty: 2955.539062
	Iteration 0F: 2 clusters Score -2.091093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 75038 members 
Entering Unmasked Estep 
Score: -20811926.000000 Penalty: 5911.078125
	Iteration 0F: 3 clusters Score -2.081193e+07 nChanged 71789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71043 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -20853802.000000 Penalty: 5911.078125
	Iteration 1F: 3 clusters Score -2.08538e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68874 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
Score: -20855042.000000 Penalty: 5911.078125
	Iteration 2Q: 3 clusters Score -2.085504e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -20857096.000000 Penalty: 5911.078125
	Iteration 3Q: 3 clusters Score -2.08571e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -20860728.000000 Penalty: 5911.078125
	Iteration 4F: 3 clusters Score -2.086073e+07 nChanged 9840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 96999 members 
Entering Unmasked Estep 
Score: -20867102.000000 Penalty: 5911.078125
	Iteration 5F: 3 clusters Score -2.08671e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 106224 members 
Entering Unmasked Estep 
Score: -20876356.000000 Penalty: 5911.078125
	Iteration 6F: 3 clusters Score -2.087636e+07 nChanged 11649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 115717 members 
Entering Unmasked Estep 
Score: -20887308.000000 Penalty: 5911.078125
	Iteration 7F: 3 clusters Score -2.088731e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 122972 members 
Entering Unmasked Estep 
Score: -20896994.000000 Penalty: 5911.078125
	Iteration 8F: 3 clusters Score -2.089699e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 126876 members 
Entering Unmasked Estep 
Score: -20902258.000000 Penalty: 5911.078125
	Iteration 9Q: 3 clusters Score -2.090226e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 129085 members 
Entering Unmasked Estep 
Score: -20904106.000000 Penalty: 5911.078125
	Iteration 10Q: 3 clusters Score -2.090411e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -20905050.000000 Penalty: 5911.078125
	Iteration 11Q: 3 clusters Score -2.090505e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 132591 members 
Entering Unmasked Estep 
Score: -20905692.000000 Penalty: 5911.078125
	Iteration 12Q: 3 clusters Score -2.090569e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 134143 members 
Entering Unmasked Estep 
Score: -20906330.000000 Penalty: 5911.078125
	Iteration 13Q: 3 clusters Score -2.090633e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 135525 members 
Entering Unmasked Estep 
Score: -20906890.000000 Penalty: 5911.078125
	Iteration 14Q: 3 clusters Score -2.090689e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 136798 members 
Entering Unmasked Estep 
Score: -20907472.000000 Penalty: 5911.078125
	Iteration 15Q: 3 clusters Score -2.090747e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 137944 members 
Entering Unmasked Estep 
Score: -20907748.000000 Penalty: 5911.078125
	Iteration 16Q: 3 clusters Score -2.090775e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 138972 members 
Entering Unmasked Estep 
Score: -20908080.000000 Penalty: 5911.078125
	Iteration 17Q: 3 clusters Score -2.090808e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 139928 members 
Entering Unmasked Estep 
Score: -20908386.000000 Penalty: 5911.078125
	Iteration 18Q: 3 clusters Score -2.090839e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 140810 members 
Entering Unmasked Estep 
Score: -20908732.000000 Penalty: 5911.078125
	Iteration 19Q: 3 clusters Score -2.090873e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 141612 members 
Entering Unmasked Estep 
Score: -20908938.000000 Penalty: 5911.078125
	Iteration 20F: 3 clusters Score -2.090894e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 142341 members 
Entering Unmasked Estep 
Score: -20909270.000000 Penalty: 5911.078125
	Iteration 21Q: 3 clusters Score -2.090927e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -20909388.000000 Penalty: 5911.078125
	Iteration 22Q: 3 clusters Score -2.090939e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 143455 members 
Entering Unmasked Estep 
Score: -20909404.000000 Penalty: 5911.078125
	Iteration 23Q: 3 clusters Score -2.09094e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 143952 members 
Entering Unmasked Estep 
Score: -20909416.000000 Penalty: 5911.078125
	Iteration 24Q: 3 clusters Score -2.090942e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 144404 members 
Entering Unmasked Estep 
Score: -20909448.000000 Penalty: 5911.078125
	Iteration 25Q: 3 clusters Score -2.090945e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 144814 members 
Entering Unmasked Estep 
Score: -20909492.000000 Penalty: 5911.078125
	Iteration 26Q: 3 clusters Score -2.090949e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 145192 members 
Entering Unmasked Estep 
Score: -20909472.000000 Penalty: 5911.078125
	Iteration 27Q: 3 clusters Score -2.090947e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 145562 members 
Entering Unmasked Estep 
Score: -20909544.000000 Penalty: 5911.078125
	Iteration 28Q: 3 clusters Score -2.090954e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -20909564.000000 Penalty: 5911.078125
	Iteration 29Q: 3 clusters Score -2.090956e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -20909630.000000 Penalty: 5911.078125
	Iteration 30Q: 3 clusters Score -2.090963e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 146374 members 
Entering Unmasked Estep 
Score: -20909652.000000 Penalty: 5911.078125
	Iteration 31Q: 3 clusters Score -2.090965e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -20909654.000000 Penalty: 5911.078125
	Iteration 32Q: 3 clusters Score -2.090965e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 146732 members 
Entering Unmasked Estep 
Score: -20909698.000000 Penalty: 5911.078125
	Iteration 33Q: 3 clusters Score -2.09097e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -20909688.000000 Penalty: 5911.078125
	Iteration 34Q: 3 clusters Score -2.090969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 146995 members 
Entering Unmasked Estep 
Score: -20909712.000000 Penalty: 5911.078125
	Iteration 35Q: 3 clusters Score -2.090971e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -20909726.000000 Penalty: 5911.078125
	Iteration 36Q: 3 clusters Score -2.090973e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -20909702.000000 Penalty: 5911.078125
	Iteration 37Q: 3 clusters Score -2.09097e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 147296 members 
Entering Unmasked Estep 
Score: -20909688.000000 Penalty: 5911.078125
	Iteration 38Q: 3 clusters Score -2.090969e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -20909668.000000 Penalty: 5911.078125
	Iteration 39Q: 3 clusters Score -2.090967e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -20909664.000000 Penalty: 5911.078125
	Iteration 40F: 3 clusters Score -2.090966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 147467 members 
Entering Unmasked Estep 
Score: -20909640.000000 Penalty: 5911.078125
	Iteration 41Q: 3 clusters Score -2.090964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -20909622.000000 Penalty: 5911.078125
	Iteration 42Q: 3 clusters Score -2.090962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 147538 members 
Entering Unmasked Estep 
Score: -20909628.000000 Penalty: 5911.078125
	Iteration 43Q: 3 clusters Score -2.090963e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 147573 members 
Entering Unmasked Estep 
Score: -20909596.000000 Penalty: 5911.078125
	Iteration 44Q: 3 clusters Score -2.09096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 147601 members 
Entering Unmasked Estep 
Score: -20909598.000000 Penalty: 5911.078125
	Iteration 45Q: 3 clusters Score -2.09096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -20909598.000000 Penalty: 5911.078125
	Iteration 46Q: 3 clusters Score -2.09096e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -20909602.000000 Penalty: 5911.078125
	Iteration 47Q: 3 clusters Score -2.09096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 147694 members 
Entering Unmasked Estep 
Score: -20909582.000000 Penalty: 5911.078125
	Iteration 48Q: 3 clusters Score -2.090958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 147724 members 
Entering Unmasked Estep 
Score: -20909576.000000 Penalty: 5911.078125
	Iteration 49Q: 3 clusters Score -2.090958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -20909592.000000 Penalty: 5911.078125
	Iteration 50Q: 3 clusters Score -2.090959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -20909594.000000 Penalty: 5911.078125
	Iteration 51Q: 3 clusters Score -2.090959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 147797 members 
Entering Unmasked Estep 
Score: -20909596.000000 Penalty: 5911.078125
	Iteration 52Q: 3 clusters Score -2.09096e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 147818 members 
Entering Unmasked Estep 
Score: -20909578.000000 Penalty: 5911.078125
	Iteration 53Q: 3 clusters Score -2.090958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -20909558.000000 Penalty: 5911.078125
	Iteration 54Q: 3 clusters Score -2.090956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 147854 members 
Entering Unmasked Estep 
Score: -20909572.000000 Penalty: 5911.078125
	Iteration 55Q: 3 clusters Score -2.090957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 147868 members 
Entering Unmasked Estep 
Score: -20909566.000000 Penalty: 5911.078125
	Iteration 56Q: 3 clusters Score -2.090957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 147880 members 
Entering Unmasked Estep 
Score: -20909556.000000 Penalty: 5911.078125
	Iteration 57Q: 3 clusters Score -2.090956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -20909568.000000 Penalty: 5911.078125
	Iteration 58Q: 3 clusters Score -2.090957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 147905 members 
Entering Unmasked Estep 
Score: -20909584.000000 Penalty: 5911.078125
	Iteration 59Q: 3 clusters Score -2.090958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 147915 members 
Entering Unmasked Estep 
Score: -20909568.000000 Penalty: 5911.078125
	Iteration 60F: 3 clusters Score -2.090957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 147921 members 
Entering Unmasked Estep 
Score: -20909548.000000 Penalty: 5911.078125
	Iteration 61Q: 3 clusters Score -2.090955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 147923 members 
Entering Unmasked Estep 
Score: -20909550.000000 Penalty: 5911.078125
	Iteration 62Q: 3 clusters Score -2.090955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -20909554.000000 Penalty: 5911.078125
	Iteration 63Q: 3 clusters Score -2.090955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 147924 members 
Entering Unmasked Estep 
Score: -20909554.000000 Penalty: 5911.078125
	Iteration 64F: 3 clusters Score -2.090955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -276270.906250 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -276270.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -273663.468750 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -273663.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -274087.625000 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -274087.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274214.125000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -274214.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -274273.343750 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -274273.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -274308.531250 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -274308.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -274332.593750 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -274332.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -274350.906250 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -274350.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -274357.750000 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -274357.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -274362.625000 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -274362.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -274366.500000 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -274366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274371.250000 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -274371.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -274377.156250 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -274377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -274379.843750 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -274379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -274382.031250 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -274382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -274384.062500 Penalty: 3766.563477
	Iteration 14Q: 3 clusters Score -274384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -274386.093750 Penalty: 3766.563477
	Iteration 15Q: 3 clusters Score -274386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -274387.375000 Penalty: 3766.563477
	Iteration 16Q: 3 clusters Score -274387.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -274387.906250 Penalty: 3766.563477
	Iteration 17Q: 3 clusters Score -274387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -274388.781250 Penalty: 3766.563477
	Iteration 18Q: 3 clusters Score -274388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -274388.781250 Penalty: 3766.563477
	Iteration 19F: 3 clusters Score -274388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -228737.781250 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -228737.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226285.328125 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -226285.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -226680.343750 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -226680.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226777.859375 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -226777.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -226834.281250 Penalty: 3691.476318
	Iteration 3Q: 3 clusters Score -226834.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -226877.812500 Penalty: 3691.476318
	Iteration 4Q: 3 clusters Score -226877.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226923.781250 Penalty: 3691.476318
	Iteration 5Q: 3 clusters Score -226923.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -226961.140625 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -226961.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -226986.125000 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -226986.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227006.515625 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -227006.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227029.812500 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -227029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -227051.687500 Penalty: 3691.476318
	Iteration 10Q: 3 clusters Score -227051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227062.031250 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -227062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -227072.671875 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -227072.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -227083.078125 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -227083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -227090.156250 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -227090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -227097.562500 Penalty: 3691.476318
	Iteration 15Q: 3 clusters Score -227097.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -227109.109375 Penalty: 3691.476318
	Iteration 16Q: 3 clusters Score -227109.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -227121.718750 Penalty: 3691.476318
	Iteration 17Q: 3 clusters Score -227121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -227130.515625 Penalty: 3691.476318
	Iteration 18Q: 3 clusters Score -227130.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -227140.640625 Penalty: 3691.476318
	Iteration 19Q: 3 clusters Score -227140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -227146.937500 Penalty: 3691.476318
	Iteration 20F: 3 clusters Score -227146.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -227156.343750 Penalty: 3691.476318
	Iteration 21Q: 3 clusters Score -227156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -227163.218750 Penalty: 3691.476318
	Iteration 22Q: 3 clusters Score -227163.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -227171.937500 Penalty: 3691.476318
	Iteration 23Q: 3 clusters Score -227171.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -227181.656250 Penalty: 3691.476318
	Iteration 24Q: 3 clusters Score -227181.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -227196.437500 Penalty: 3691.476318
	Iteration 25Q: 3 clusters Score -227196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -227206.015625 Penalty: 3691.476318
	Iteration 26Q: 3 clusters Score -227206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227221.656250 Penalty: 3691.476318
	Iteration 27Q: 3 clusters Score -227221.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -227237.187500 Penalty: 3691.476318
	Iteration 28Q: 3 clusters Score -227237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -227247.890625 Penalty: 3691.476318
	Iteration 29Q: 3 clusters Score -227247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227253.734375 Penalty: 3691.476318
	Iteration 30Q: 3 clusters Score -227253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -227256.140625 Penalty: 3691.476318
	Iteration 31Q: 3 clusters Score -227256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227258.437500 Penalty: 3691.476318
	Iteration 32Q: 3 clusters Score -227258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -227259.296875 Penalty: 3691.476318
	Iteration 33Q: 3 clusters Score -227259.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -227259.453125 Penalty: 3691.476318
	Iteration 34Q: 3 clusters Score -227259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -227262.468750 Penalty: 3691.476318
	Iteration 35Q: 3 clusters Score -227262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -227263.468750 Penalty: 3691.476318
	Iteration 36Q: 3 clusters Score -227263.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -227264.718750 Penalty: 3691.476318
	Iteration 37Q: 3 clusters Score -227264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227267.375000 Penalty: 3691.476318
	Iteration 38Q: 3 clusters Score -227267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -227269.750000 Penalty: 3691.476318
	Iteration 39Q: 3 clusters Score -227269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -227269.750000 Penalty: 3691.476318
	Iteration 40F: 3 clusters Score -227269.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167406 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10886 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32248 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80837 members 
Mstep: Class 20 contains 149866 members 
Mstep: Class 22 contains 1986 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 239Q: 22 clusters Score -8.493933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32256 members 
Mstep: Class 16 contains 32030 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80839 members 
Mstep: Class 20 contains 149859 members 
Mstep: Class 22 contains 1985 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 240F: 22 clusters Score -8.493922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167405 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21257 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32263 members 
Mstep: Class 16 contains 32032 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24187 members 
Mstep: Class 19 contains 80834 members 
Mstep: Class 20 contains 149857 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939232.000000 Penalty: 69427.117188
Iteration 241Q: 22 clusters Score -8.493923e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167408 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32177 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32271 members 
Mstep: Class 16 contains 32033 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24184 members 
Mstep: Class 19 contains 80830 members 
Mstep: Class 20 contains 149856 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 242Q: 22 clusters Score -8.493922e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167412 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10877 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29492 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32182 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1979 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32274 members 
Mstep: Class 16 contains 32037 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24184 members 
Mstep: Class 19 contains 80828 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939168.000000 Penalty: 69427.117188
Iteration 243Q: 22 clusters Score -8.493917e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167418 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10878 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29493 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32184 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32279 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80824 members 
Mstep: Class 20 contains 149827 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 244Q: 22 clusters Score -8.493926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167423 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29495 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32187 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32281 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149814 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 245Q: 22 clusters Score -8.493929e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29496 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21256 members 
Mstep: Class 10 contains 32192 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32286 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80818 members 
Mstep: Class 20 contains 149798 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939336.000000 Penalty: 69427.117188
Iteration 246Q: 22 clusters Score -8.493934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167431 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29496 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21255 members 
Mstep: Class 10 contains 32197 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32288 members 
Mstep: Class 16 contains 32038 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149789 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 247Q: 22 clusters Score -8.493929e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167428 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29495 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32291 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149785 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 248Q: 22 clusters Score -8.493932e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29495 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32296 members 
Mstep: Class 16 contains 32039 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24177 members 
Mstep: Class 19 contains 80820 members 
Mstep: Class 20 contains 149768 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939408.000000 Penalty: 69427.117188
Iteration 249Q: 22 clusters Score -8.493941e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167439 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29494 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21254 members 
Mstep: Class 10 contains 32219 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32305 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149745 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 250Q: 22 clusters Score -8.493936e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167443 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 23839 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29494 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21252 members 
Mstep: Class 10 contains 32223 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32314 members 
Mstep: Class 16 contains 32041 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24177 members 
Mstep: Class 19 contains 80823 members 
Mstep: Class 20 contains 149728 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939488.000000 Penalty: 69427.117188
Iteration 251Q: 22 clusters Score -8.493949e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10877 members 
Mstep: Class 5 contains 23840 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29494 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21249 members 
Mstep: Class 10 contains 32223 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32323 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 80821 members 
Mstep: Class 20 contains 149720 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939432.000000 Penalty: 69427.117188
Iteration 252Q: 22 clusters Score -8.493943e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29492 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32223 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32327 members 
Mstep: Class 16 contains 32048 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80819 members 
Mstep: Class 20 contains 149719 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939344.000000 Penalty: 69427.117188
Iteration 253Q: 22 clusters Score -8.493934e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29491 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32226 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32327 members 
Mstep: Class 16 contains 32051 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80821 members 
Mstep: Class 20 contains 149722 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939408.000000 Penalty: 69427.117188
Iteration 254Q: 22 clusters Score -8.493941e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167427 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32329 members 
Mstep: Class 16 contains 32049 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80817 members 
Mstep: Class 20 contains 149728 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 255Q: 22 clusters Score -8.493932e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167433 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 16 contains 32048 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80811 members 
Mstep: Class 20 contains 149730 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 256Q: 22 clusters Score -8.493932e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167440 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 16 contains 32049 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80807 members 
Mstep: Class 20 contains 149727 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 257Q: 22 clusters Score -8.493933e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32332 members 
Mstep: Class 16 contains 32050 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80803 members 
Mstep: Class 20 contains 149719 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939352.000000 Penalty: 69427.117188
Iteration 258Q: 22 clusters Score -8.493935e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32331 members 
Mstep: Class 16 contains 32051 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80801 members 
Mstep: Class 20 contains 149713 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 259Q: 22 clusters Score -8.493942e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32335 members 
Mstep: Class 16 contains 32048 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 149716 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939368.000000 Penalty: 69427.117188
Iteration 260F: 22 clusters Score -8.493937e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32338 members 
Mstep: Class 16 contains 32049 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149713 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 261Q: 22 clusters Score -8.493942e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167461 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10883 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29485 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1981 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32341 members 
Mstep: Class 16 contains 32049 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80790 members 
Mstep: Class 20 contains 149720 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939440.000000 Penalty: 69427.117188
Iteration 262Q: 22 clusters Score -8.493944e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10884 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21241 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1982 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32344 members 
Mstep: Class 16 contains 32048 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149710 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 263Q: 22 clusters Score -8.493942e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32352 members 
Mstep: Class 16 contains 32046 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80802 members 
Mstep: Class 20 contains 149698 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939400.000000 Penalty: 69427.117188
Iteration 264Q: 22 clusters Score -8.49394e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29485 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32233 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32357 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80804 members 
Mstep: Class 20 contains 149701 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 265Q: 22 clusters Score -8.493942e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21241 members 
Mstep: Class 10 contains 32233 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32360 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80804 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939376.000000 Penalty: 69427.117188
Iteration 266Q: 22 clusters Score -8.493938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167456 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32361 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80803 members 
Mstep: Class 20 contains 149694 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939368.000000 Penalty: 69427.117188
Iteration 267Q: 22 clusters Score -8.493937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32363 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80805 members 
Mstep: Class 20 contains 149694 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 268Q: 22 clusters Score -8.493931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32237 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32364 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80806 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 269Q: 22 clusters Score -8.493933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32238 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32364 members 
Mstep: Class 16 contains 32046 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80807 members 
Mstep: Class 20 contains 149692 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 270Q: 22 clusters Score -8.493927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167464 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10871 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32364 members 
Mstep: Class 16 contains 32044 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 80805 members 
Mstep: Class 20 contains 149684 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 271Q: 22 clusters Score -8.493926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167465 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10871 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32240 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32367 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24178 members 
Mstep: Class 19 contains 80803 members 
Mstep: Class 20 contains 149681 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 272Q: 22 clusters Score -8.493925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10871 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32368 members 
Mstep: Class 16 contains 32044 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80800 members 
Mstep: Class 20 contains 149682 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 273Q: 22 clusters Score -8.493919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167455 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32242 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32369 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80798 members 
Mstep: Class 20 contains 149681 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 274Q: 22 clusters Score -8.49392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32242 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32369 members 
Mstep: Class 16 contains 32045 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 149686 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 275Q: 22 clusters Score -8.493919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167449 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29490 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 32243 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32369 members 
Mstep: Class 16 contains 32046 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149687 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 276Q: 22 clusters Score -8.49392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167451 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29491 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32242 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32372 members 
Mstep: Class 16 contains 32046 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149680 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939208.000000 Penalty: 69427.117188
Iteration 277Q: 22 clusters Score -8.493921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167458 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32375 members 
Mstep: Class 16 contains 32046 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80792 members 
Mstep: Class 20 contains 149675 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 278Q: 22 clusters Score -8.493925e+07 nChanged 37
Entering ConstructFrom: 
Score: -84939248.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167467 members 
Entering Unmasked Estep 
Score: -23348956.000000 Penalty: 2983.078369
	Iteration 0F: 2 clusters Score -2.334896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 83888 members 
Entering Unmasked Estep 
Score: -23240238.000000 Penalty: 5966.156738
	Iteration 0F: 3 clusters Score -2.324024e+07 nChanged 79920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -23286966.000000 Penalty: 5966.156738
	Iteration 1F: 3 clusters Score -2.328697e+07 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -23288280.000000 Penalty: 5966.156738
	Iteration 2Q: 3 clusters Score -2.328828e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74054 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -23290536.000000 Penalty: 5966.156738
	Iteration 3Q: 3 clusters Score -2.329054e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68634 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -23293982.000000 Penalty: 5966.156738
	Iteration 4Q: 3 clusters Score -2.329398e+07 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60667 members 
Mstep: Class 2 contains 106800 members 
Entering Unmasked Estep 
Score: -23300356.000000 Penalty: 5966.156738
	Iteration 5F: 3 clusters Score -2.330036e+07 nChanged 13222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 117532 members 
Entering Unmasked Estep 
Score: -23309568.000000 Penalty: 5966.156738
	Iteration 6F: 3 clusters Score -2.330957e+07 nChanged 13694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 129390 members 
Entering Unmasked Estep 
Score: -23322116.000000 Penalty: 5966.156738
	Iteration 7F: 3 clusters Score -2.332212e+07 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 139219 members 
Entering Unmasked Estep 
Score: -23334878.000000 Penalty: 5966.156738
	Iteration 8F: 3 clusters Score -2.333488e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -23342808.000000 Penalty: 5966.156738
	Iteration 9Q: 3 clusters Score -2.334281e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 146555 members 
Entering Unmasked Estep 
Score: -23345230.000000 Penalty: 5966.156738
	Iteration 10Q: 3 clusters Score -2.334523e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -23346166.000000 Penalty: 5966.156738
	Iteration 11Q: 3 clusters Score -2.334617e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -23346806.000000 Penalty: 5966.156738
	Iteration 12Q: 3 clusters Score -2.334681e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 151012 members 
Entering Unmasked Estep 
Score: -23347330.000000 Penalty: 5966.156738
	Iteration 13Q: 3 clusters Score -2.334733e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 152308 members 
Entering Unmasked Estep 
Score: -23347684.000000 Penalty: 5966.156738
	Iteration 14Q: 3 clusters Score -2.334768e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 153558 members 
Entering Unmasked Estep 
Score: -23348000.000000 Penalty: 5966.156738
	Iteration 15Q: 3 clusters Score -2.3348e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 154746 members 
Entering Unmasked Estep 
Score: -23348262.000000 Penalty: 5966.156738
	Iteration 16Q: 3 clusters Score -2.334826e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 155813 members 
Entering Unmasked Estep 
Score: -23348392.000000 Penalty: 5966.156738
	Iteration 17Q: 3 clusters Score -2.334839e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 156729 members 
Entering Unmasked Estep 
Score: -23348476.000000 Penalty: 5966.156738
	Iteration 18Q: 3 clusters Score -2.334848e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -23348470.000000 Penalty: 5966.156738
	Iteration 19Q: 3 clusters Score -2.334847e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -23348512.000000 Penalty: 5966.156738
	Iteration 20F: 3 clusters Score -2.334851e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 158937 members 
Entering Unmasked Estep 
Score: -23348550.000000 Penalty: 5966.156738
	Iteration 21Q: 3 clusters Score -2.334855e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 159522 members 
Entering Unmasked Estep 
Score: -23348454.000000 Penalty: 5966.156738
	Iteration 22Q: 3 clusters Score -2.334845e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 160074 members 
Entering Unmasked Estep 
Score: -23348364.000000 Penalty: 5966.156738
	Iteration 23Q: 3 clusters Score -2.334836e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 160581 members 
Entering Unmasked Estep 
Score: -23348278.000000 Penalty: 5966.156738
	Iteration 24Q: 3 clusters Score -2.334828e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 161064 members 
Entering Unmasked Estep 
Score: -23348170.000000 Penalty: 5966.156738
	Iteration 25Q: 3 clusters Score -2.334817e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 161515 members 
Entering Unmasked Estep 
Score: -23348078.000000 Penalty: 5966.156738
	Iteration 26Q: 3 clusters Score -2.334808e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 161916 members 
Entering Unmasked Estep 
Score: -23348072.000000 Penalty: 5966.156738
	Iteration 27Q: 3 clusters Score -2.334807e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -23348064.000000 Penalty: 5966.156738
	Iteration 28Q: 3 clusters Score -2.334806e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 162598 members 
Entering Unmasked Estep 
Score: -23347992.000000 Penalty: 5966.156738
	Iteration 29Q: 3 clusters Score -2.334799e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -23348068.000000 Penalty: 5966.156738
	Iteration 30Q: 3 clusters Score -2.334807e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 163156 members 
Entering Unmasked Estep 
Score: -23348018.000000 Penalty: 5966.156738
	Iteration 31Q: 3 clusters Score -2.334802e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 163410 members 
Entering Unmasked Estep 
Score: -23347932.000000 Penalty: 5966.156738
	Iteration 32Q: 3 clusters Score -2.334793e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 163626 members 
Entering Unmasked Estep 
Score: -23347904.000000 Penalty: 5966.156738
	Iteration 33Q: 3 clusters Score -2.33479e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 163793 members 
Entering Unmasked Estep 
Score: -23347906.000000 Penalty: 5966.156738
	Iteration 34Q: 3 clusters Score -2.334791e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 163951 members 
Entering Unmasked Estep 
Score: -23347880.000000 Penalty: 5966.156738
	Iteration 35Q: 3 clusters Score -2.334788e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 164100 members 
Entering Unmasked Estep 
Score: -23347854.000000 Penalty: 5966.156738
	Iteration 36Q: 3 clusters Score -2.334785e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 164230 members 
Entering Unmasked Estep 
Score: -23347852.000000 Penalty: 5966.156738
	Iteration 37Q: 3 clusters Score -2.334785e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 164351 members 
Entering Unmasked Estep 
Score: -23347902.000000 Penalty: 5966.156738
	Iteration 38Q: 3 clusters Score -2.33479e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -23347880.000000 Penalty: 5966.156738
	Iteration 39Q: 3 clusters Score -2.334788e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 164577 members 
Entering Unmasked Estep 
Score: -23347878.000000 Penalty: 5966.156738
	Iteration 40F: 3 clusters Score -2.334788e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -23347838.000000 Penalty: 5966.156738
	Iteration 41Q: 3 clusters Score -2.334784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 164727 members 
Entering Unmasked Estep 
Score: -23347842.000000 Penalty: 5966.156738
	Iteration 42Q: 3 clusters Score -2.334784e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 164780 members 
Entering Unmasked Estep 
Score: -23347826.000000 Penalty: 5966.156738
	Iteration 43Q: 3 clusters Score -2.334783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 164820 members 
Entering Unmasked Estep 
Score: -23347830.000000 Penalty: 5966.156738
	Iteration 44Q: 3 clusters Score -2.334783e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 164850 members 
Entering Unmasked Estep 
Score: -23347800.000000 Penalty: 5966.156738
	Iteration 45Q: 3 clusters Score -2.33478e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 164867 members 
Entering Unmasked Estep 
Score: -23347812.000000 Penalty: 5966.156738
	Iteration 46Q: 3 clusters Score -2.334781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -23347788.000000 Penalty: 5966.156738
	Iteration 47Q: 3 clusters Score -2.334779e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 164893 members 
Entering Unmasked Estep 
Score: -23347782.000000 Penalty: 5966.156738
	Iteration 48Q: 3 clusters Score -2.334778e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 164905 members 
Entering Unmasked Estep 
Score: -23347776.000000 Penalty: 5966.156738
	Iteration 49Q: 3 clusters Score -2.334778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -23347764.000000 Penalty: 5966.156738
	Iteration 50Q: 3 clusters Score -2.334776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 164934 members 
Entering Unmasked Estep 
Score: -23347750.000000 Penalty: 5966.156738
	Iteration 51Q: 3 clusters Score -2.334775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 164954 members 
Entering Unmasked Estep 
Score: -23347774.000000 Penalty: 5966.156738
	Iteration 52Q: 3 clusters Score -2.334777e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 164978 members 
Entering Unmasked Estep 
Score: -23347748.000000 Penalty: 5966.156738
	Iteration 53Q: 3 clusters Score -2.334775e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -23347732.000000 Penalty: 5966.156738
	Iteration 54Q: 3 clusters Score -2.334773e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 165018 members 
Entering Unmasked Estep 
Score: -23347766.000000 Penalty: 5966.156738
	Iteration 55Q: 3 clusters Score -2.334777e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 165038 members 
Entering Unmasked Estep 
Score: -23347722.000000 Penalty: 5966.156738
	Iteration 56Q: 3 clusters Score -2.334772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 165054 members 
Entering Unmasked Estep 
Score: -23347714.000000 Penalty: 5966.156738
	Iteration 57Q: 3 clusters Score -2.334771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -23347718.000000 Penalty: 5966.156738
	Iteration 58Q: 3 clusters Score -2.334772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -23347702.000000 Penalty: 5966.156738
	Iteration 59Q: 3 clusters Score -2.33477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -23347704.000000 Penalty: 5966.156738
	Iteration 60F: 3 clusters Score -2.33477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 165093 members 
Entering Unmasked Estep 
Score: -23347708.000000 Penalty: 5966.156738
	Iteration 61Q: 3 clusters Score -2.334771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 165106 members 
Entering Unmasked Estep 
Score: -23347690.000000 Penalty: 5966.156738
	Iteration 62Q: 3 clusters Score -2.334769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 165119 members 
Entering Unmasked Estep 
Score: -23347688.000000 Penalty: 5966.156738
	Iteration 63Q: 3 clusters Score -2.334769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -23347672.000000 Penalty: 5966.156738
	Iteration 64Q: 3 clusters Score -2.334767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 165142 members 
Entering Unmasked Estep 
Score: -23347662.000000 Penalty: 5966.156738
	Iteration 65Q: 3 clusters Score -2.334766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -23347654.000000 Penalty: 5966.156738
	Iteration 66Q: 3 clusters Score -2.334765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -23347660.000000 Penalty: 5966.156738
	Iteration 67Q: 3 clusters Score -2.334766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 165169 members 
Entering Unmasked Estep 
Score: -23347658.000000 Penalty: 5966.156738
	Iteration 68Q: 3 clusters Score -2.334766e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 165179 members 
Entering Unmasked Estep 
Score: -23347660.000000 Penalty: 5966.156738
	Iteration 69Q: 3 clusters Score -2.334766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -23347652.000000 Penalty: 5966.156738
	Iteration 70Q: 3 clusters Score -2.334765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 165200 members 
Entering Unmasked Estep 
Score: -23347618.000000 Penalty: 5966.156738
	Iteration 71Q: 3 clusters Score -2.334762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -23347642.000000 Penalty: 5966.156738
	Iteration 72Q: 3 clusters Score -2.334764e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 165223 members 
Entering Unmasked Estep 
Score: -23347628.000000 Penalty: 5966.156738
	Iteration 73Q: 3 clusters Score -2.334763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 165237 members 
Entering Unmasked Estep 
Score: -23347628.000000 Penalty: 5966.156738
	Iteration 74Q: 3 clusters Score -2.334763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 165249 members 
Entering Unmasked Estep 
Score: -23347634.000000 Penalty: 5966.156738
	Iteration 75Q: 3 clusters Score -2.334763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 165262 members 
Entering Unmasked Estep 
Score: -23347600.000000 Penalty: 5966.156738
	Iteration 76Q: 3 clusters Score -2.33476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -23347580.000000 Penalty: 5966.156738
	Iteration 77Q: 3 clusters Score -2.334758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -23347576.000000 Penalty: 5966.156738
	Iteration 78Q: 3 clusters Score -2.334758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -23347562.000000 Penalty: 5966.156738
	Iteration 79Q: 3 clusters Score -2.334756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 165292 members 
Entering Unmasked Estep 
Score: -23347596.000000 Penalty: 5966.156738
	Iteration 80F: 3 clusters Score -2.33476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 165301 members 
Entering Unmasked Estep 
Score: -23347580.000000 Penalty: 5966.156738
	Iteration 81Q: 3 clusters Score -2.334758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 165308 members 
Entering Unmasked Estep 
Score: -23347568.000000 Penalty: 5966.156738
	Iteration 82Q: 3 clusters Score -2.334757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 165315 members 
Entering Unmasked Estep 
Score: -23347564.000000 Penalty: 5966.156738
	Iteration 83Q: 3 clusters Score -2.334756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 165319 members 
Entering Unmasked Estep 
Score: -23347558.000000 Penalty: 5966.156738
	Iteration 84Q: 3 clusters Score -2.334756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -23347574.000000 Penalty: 5966.156738
	Iteration 85Q: 3 clusters Score -2.334757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 165326 members 
Entering Unmasked Estep 
Score: -23347558.000000 Penalty: 5966.156738
	Iteration 86Q: 3 clusters Score -2.334756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 165330 members 
Entering Unmasked Estep 
Score: -23347534.000000 Penalty: 5966.156738
	Iteration 87Q: 3 clusters Score -2.334753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 165332 members 
Entering Unmasked Estep 
Score: -23347558.000000 Penalty: 5966.156738
	Iteration 88Q: 3 clusters Score -2.334756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 165333 members 
Entering Unmasked Estep 
Score: -23347554.000000 Penalty: 5966.156738
	Iteration 89Q: 3 clusters Score -2.334755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 165335 members 
Entering Unmasked Estep 
Score: -23347558.000000 Penalty: 5966.156738
	Iteration 90Q: 3 clusters Score -2.334756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -23347548.000000 Penalty: 5966.156738
	Iteration 91Q: 3 clusters Score -2.334755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -23347548.000000 Penalty: 5966.156738
	Iteration 92F: 3 clusters Score -2.334755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 396 members 
Entering Unmasked Estep 
Score: -95075.156250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95075.16 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95378.125000 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95378.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95508.632812 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95508.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95583.679688 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -95583.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95637.140625 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95637.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -95695.984375 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95695.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95747.429688 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -95747.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95796.203125 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -95796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -95877.210938 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -95877.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -96068.320312 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96068.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96429.992188 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96429.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96735.429688 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96735.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96830.218750 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -96830.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96908.218750 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -96908.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -96967.718750 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -96967.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -97014.187500 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -97014.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97076.546875 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -97076.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97102.781250 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -97102.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97115.039062 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -97115.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97119.523438 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -97119.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97128.929688 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -97128.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -97138.585938 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -97138.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97155.328125 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -97155.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97180.562500 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -97180.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97193.898438 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -97193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -97203.484375 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -97203.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97227.039062 Penalty: 3306.179199
	Iteration 26Q: 3 clusters Score -97227.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -97290.843750 Penalty: 3306.179199
	Iteration 27Q: 3 clusters Score -97290.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -97332.148438 Penalty: 3306.179199
	Iteration 28Q: 3 clusters Score -97332.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -97388.273438 Penalty: 3306.179199
	Iteration 29Q: 3 clusters Score -97388.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -97407.023438 Penalty: 3306.179199
	Iteration 30Q: 3 clusters Score -97407.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97408.703125 Penalty: 3306.179199
	Iteration 31Q: 3 clusters Score -97408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -97408.703125 Penalty: 3306.179199
	Iteration 32F: 3 clusters Score -97408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 288 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32375 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149672 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
Score: -84938144.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939248.000000 to -84938144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.046875 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -243784.453125 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243784.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -244188.578125 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244188.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -244297.093750 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244297.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -244351.328125 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244351.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -244381.937500 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244381.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244403.312500 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244403.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -244418.406250 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244418.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244428.578125 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244428.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -244441.375000 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244441.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -244449.156250 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244449.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -244451.562500 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244452.609375 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244453.468750 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244453.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -244454.437500 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244454.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244455.093750 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244455.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -244455.093750 Penalty: 3711.131104
	Iteration 15F: 3 clusters Score -244455.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -1546794.875000 Penalty: 2304.921387
	Iteration 0F: 2 clusters Score -1546795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1538512.250000 Penalty: 4609.842773
	Iteration 0F: 3 clusters Score -1538512 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1541020.250000 Penalty: 4609.842773
	Iteration 1F: 3 clusters Score -1541020 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1541302.625000 Penalty: 4609.842773
	Iteration 2F: 3 clusters Score -1541303 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1541522.750000 Penalty: 4609.842773
	Iteration 3Q: 3 clusters Score -1541523 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1541721.750000 Penalty: 4609.842773
	Iteration 4Q: 3 clusters Score -1541722 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1541927.375000 Penalty: 4609.842773
	Iteration 5Q: 3 clusters Score -1541927 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1542132.875000 Penalty: 4609.842773
	Iteration 6Q: 3 clusters Score -1542133 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1542367.125000 Penalty: 4609.842773
	Iteration 7Q: 3 clusters Score -1542367 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1542633.875000 Penalty: 4609.842773
	Iteration 8Q: 3 clusters Score -1542634 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1542931.500000 Penalty: 4609.842773
	Iteration 9Q: 3 clusters Score -1542932 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1543249.125000 Penalty: 4609.842773
	Iteration 10Q: 3 clusters Score -1543249 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1543580.375000 Penalty: 4609.842773
	Iteration 11Q: 3 clusters Score -1543580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1543881.125000 Penalty: 4609.842773
	Iteration 12Q: 3 clusters Score -1543881 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1544076.000000 Penalty: 4609.842773
	Iteration 13Q: 3 clusters Score -1544076 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1544241.500000 Penalty: 4609.842773
	Iteration 14Q: 3 clusters Score -1544242 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1544382.375000 Penalty: 4609.842773
	Iteration 15Q: 3 clusters Score -1544382 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1544486.500000 Penalty: 4609.842773
	Iteration 16Q: 3 clusters Score -1544486 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1544562.375000 Penalty: 4609.842773
	Iteration 17Q: 3 clusters Score -1544562 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1544612.000000 Penalty: 4609.842773
	Iteration 18Q: 3 clusters Score -1544612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1544647.375000 Penalty: 4609.842773
	Iteration 19Q: 3 clusters Score -1544647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1544678.250000 Penalty: 4609.842773
	Iteration 20F: 3 clusters Score -1544678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1544701.250000 Penalty: 4609.842773
	Iteration 21Q: 3 clusters Score -1544701 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1544718.125000 Penalty: 4609.842773
	Iteration 22Q: 3 clusters Score -1544718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1544722.500000 Penalty: 4609.842773
	Iteration 23Q: 3 clusters Score -1544722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1544732.625000 Penalty: 4609.842773
	Iteration 24Q: 3 clusters Score -1544733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1544747.500000 Penalty: 4609.842773
	Iteration 25Q: 3 clusters Score -1544748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1544762.250000 Penalty: 4609.842773
	Iteration 26Q: 3 clusters Score -1544762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1544767.500000 Penalty: 4609.842773
	Iteration 27Q: 3 clusters Score -1544768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1544777.375000 Penalty: 4609.842773
	Iteration 28Q: 3 clusters Score -1544777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1544785.125000 Penalty: 4609.842773
	Iteration 29Q: 3 clusters Score -1544785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1544798.250000 Penalty: 4609.842773
	Iteration 30Q: 3 clusters Score -1544798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1544800.375000 Penalty: 4609.842773
	Iteration 31Q: 3 clusters Score -1544800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1544806.750000 Penalty: 4609.842773
	Iteration 32Q: 3 clusters Score -1544807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1544809.625000 Penalty: 4609.842773
	Iteration 33Q: 3 clusters Score -1544810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1544812.500000 Penalty: 4609.842773
	Iteration 34Q: 3 clusters Score -1544812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1544813.750000 Penalty: 4609.842773
	Iteration 35Q: 3 clusters Score -1544814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1544813.000000 Penalty: 4609.842773
	Iteration 36Q: 3 clusters Score -1544813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1544814.125000 Penalty: 4609.842773
	Iteration 37Q: 3 clusters Score -1544814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1544816.875000 Penalty: 4609.842773
	Iteration 38Q: 3 clusters Score -1544817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1544819.625000 Penalty: 4609.842773
	Iteration 39Q: 3 clusters Score -1544820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1544820.625000 Penalty: 4609.842773
	Iteration 40F: 3 clusters Score -1544821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1544825.125000 Penalty: 4609.842773
	Iteration 41Q: 3 clusters Score -1544825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1544829.125000 Penalty: 4609.842773
	Iteration 42Q: 3 clusters Score -1544829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1544829.000000 Penalty: 4609.842773
	Iteration 43Q: 3 clusters Score -1544829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1544829.125000 Penalty: 4609.842773
	Iteration 44Q: 3 clusters Score -1544829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1544829.125000 Penalty: 4609.842773
	Iteration 45F: 3 clusters Score -1544829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Entering Unmasked Estep 
Score: -3382573.500000 Penalty: 2499.476318
	Iteration 0F: 2 clusters Score -3382574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -3366089.750000 Penalty: 4998.952637
	Iteration 0F: 3 clusters Score -3366090 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -3371440.500000 Penalty: 4998.952637
	Iteration 1F: 3 clusters Score -3371440 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3371779.000000 Penalty: 4998.952637
	Iteration 2Q: 3 clusters Score -3371779 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3372081.750000 Penalty: 4998.952637
	Iteration 3Q: 3 clusters Score -3372082 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3372346.750000 Penalty: 4998.952637
	Iteration 4Q: 3 clusters Score -3372347 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3372620.000000 Penalty: 4998.952637
	Iteration 5Q: 3 clusters Score -3372620 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -3372928.250000 Penalty: 4998.952637
	Iteration 6Q: 3 clusters Score -3372928 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3373318.750000 Penalty: 4998.952637
	Iteration 7Q: 3 clusters Score -3373319 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3373798.000000 Penalty: 4998.952637
	Iteration 8Q: 3 clusters Score -3373798 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3374486.000000 Penalty: 4998.952637
	Iteration 9Q: 3 clusters Score -3374486 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3375411.750000 Penalty: 4998.952637
	Iteration 10F: 3 clusters Score -3375412 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3376502.750000 Penalty: 4998.952637
	Iteration 11F: 3 clusters Score -3376503 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3377634.250000 Penalty: 4998.952637
	Iteration 12F: 3 clusters Score -3377634 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3378615.500000 Penalty: 4998.952637
	Iteration 13Q: 3 clusters Score -3378616 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3379329.750000 Penalty: 4998.952637
	Iteration 14Q: 3 clusters Score -3379330 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3379757.750000 Penalty: 4998.952637
	Iteration 15Q: 3 clusters Score -3379758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3379998.000000 Penalty: 4998.952637
	Iteration 16Q: 3 clusters Score -3379998 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3380126.000000 Penalty: 4998.952637
	Iteration 17Q: 3 clusters Score -3380126 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3380192.500000 Penalty: 4998.952637
	Iteration 18Q: 3 clusters Score -3380192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3380248.500000 Penalty: 4998.952637
	Iteration 19Q: 3 clusters Score -3380248 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3380297.500000 Penalty: 4998.952637
	Iteration 20F: 3 clusters Score -3380298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3380339.750000 Penalty: 4998.952637
	Iteration 21Q: 3 clusters Score -3380340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3380365.250000 Penalty: 4998.952637
	Iteration 22Q: 3 clusters Score -3380365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3380378.000000 Penalty: 4998.952637
	Iteration 23Q: 3 clusters Score -3380378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3380384.500000 Penalty: 4998.952637
	Iteration 24Q: 3 clusters Score -3380384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3380391.000000 Penalty: 4998.952637
	Iteration 25Q: 3 clusters Score -3380391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3380396.000000 Penalty: 4998.952637
	Iteration 26Q: 3 clusters Score -3380396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3380395.750000 Penalty: 4998.952637
	Iteration 27Q: 3 clusters Score -3380396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3380399.500000 Penalty: 4998.952637
	Iteration 28Q: 3 clusters Score -3380400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3380402.000000 Penalty: 4998.952637
	Iteration 29Q: 3 clusters Score -3380402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3380402.750000 Penalty: 4998.952637
	Iteration 30Q: 3 clusters Score -3380403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3380409.250000 Penalty: 4998.952637
	Iteration 31Q: 3 clusters Score -3380409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3380412.250000 Penalty: 4998.952637
	Iteration 32Q: 3 clusters Score -3380412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3380419.000000 Penalty: 4998.952637
	Iteration 33Q: 3 clusters Score -3380419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3380421.000000 Penalty: 4998.952637
	Iteration 34Q: 3 clusters Score -3380421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3380426.250000 Penalty: 4998.952637
	Iteration 35Q: 3 clusters Score -3380426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3380424.500000 Penalty: 4998.952637
	Iteration 36Q: 3 clusters Score -3380424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3380427.250000 Penalty: 4998.952637
	Iteration 37Q: 3 clusters Score -3380427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3380430.500000 Penalty: 4998.952637
	Iteration 38Q: 3 clusters Score -3380430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3380430.500000 Penalty: 4998.952637
	Iteration 39F: 3 clusters Score -3380430 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61795.210938 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61795.21 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62121.421875 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62121.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62373.144531 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62373.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62576.375000 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62576.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62705.582031 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62705.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62777.382812 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62777.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62856.429688 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62856.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -62929.789062 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62929.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62988.937500 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62988.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63043.617188 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63043.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63077.367188 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63077.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63113.300781 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63113.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63138.445312 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63138.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63148.046875 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63148.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63153.105469 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63153.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63161.195312 Penalty: 3116.930664
	Iteration 15F: 3 clusters Score -63161.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -63223.886719 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -63223.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63291.632812 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63291.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63367.933594 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -63367.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63484.667969 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63484.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -63513.335938 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63513.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -63605.011719 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -63605.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63608.937500 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -63608.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -63608.937500 Penalty: 3116.930664
	Iteration 23F: 3 clusters Score -63608.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 158 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32375 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149672 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
Score: -84937776.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939248.000000 to -84937776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Entering Unmasked Estep 
Score: -4182482.500000 Penalty: 2552.359619
	Iteration 0F: 2 clusters Score -4182482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4162146.500000 Penalty: 5104.719238
	Iteration 0F: 3 clusters Score -4162146 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4169281.500000 Penalty: 5104.719238
	Iteration 1F: 3 clusters Score -4169282 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4169690.250000 Penalty: 5104.719238
	Iteration 2Q: 3 clusters Score -4169690 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4170056.250000 Penalty: 5104.719238
	Iteration 3Q: 3 clusters Score -4170056 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4170364.500000 Penalty: 5104.719238
	Iteration 4Q: 3 clusters Score -4170364 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -4170643.000000 Penalty: 5104.719238
	Iteration 5Q: 3 clusters Score -4170643 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -4170957.000000 Penalty: 5104.719238
	Iteration 6Q: 3 clusters Score -4170957 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -4171281.000000 Penalty: 5104.719238
	Iteration 7Q: 3 clusters Score -4171281 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4171710.250000 Penalty: 5104.719238
	Iteration 8Q: 3 clusters Score -4171710 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4172272.750000 Penalty: 5104.719238
	Iteration 9Q: 3 clusters Score -4172273 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4173022.500000 Penalty: 5104.719238
	Iteration 10Q: 3 clusters Score -4173022 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4174080.500000 Penalty: 5104.719238
	Iteration 11F: 3 clusters Score -4174080 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4175529.000000 Penalty: 5104.719238
	Iteration 12F: 3 clusters Score -4175529 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4177064.750000 Penalty: 5104.719238
	Iteration 13F: 3 clusters Score -4177065 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4178394.250000 Penalty: 5104.719238
	Iteration 14Q: 3 clusters Score -4178394 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4179122.000000 Penalty: 5104.719238
	Iteration 15Q: 3 clusters Score -4179122 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -4179438.250000 Penalty: 5104.719238
	Iteration 16Q: 3 clusters Score -4179438 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4179617.250000 Penalty: 5104.719238
	Iteration 17Q: 3 clusters Score -4179617 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4179720.000000 Penalty: 5104.719238
	Iteration 18Q: 3 clusters Score -4179720 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4179798.500000 Penalty: 5104.719238
	Iteration 19Q: 3 clusters Score -4179798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4179860.250000 Penalty: 5104.719238
	Iteration 20F: 3 clusters Score -4179860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4179920.500000 Penalty: 5104.719238
	Iteration 21Q: 3 clusters Score -4179920 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4179968.750000 Penalty: 5104.719238
	Iteration 22Q: 3 clusters Score -4179969 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4180025.000000 Penalty: 5104.719238
	Iteration 23Q: 3 clusters Score -4180025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4180065.500000 Penalty: 5104.719238
	Iteration 24Q: 3 clusters Score -4180066 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4180091.000000 Penalty: 5104.719238
	Iteration 25Q: 3 clusters Score -4180091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4180120.750000 Penalty: 5104.719238
	Iteration 26Q: 3 clusters Score -4180121 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4180119.250000 Penalty: 5104.719238
	Iteration 27Q: 3 clusters Score -4180119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4180155.250000 Penalty: 5104.719238
	Iteration 28Q: 3 clusters Score -4180155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4180176.000000 Penalty: 5104.719238
	Iteration 29Q: 3 clusters Score -4180176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4180181.750000 Penalty: 5104.719238
	Iteration 30Q: 3 clusters Score -4180182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4180206.500000 Penalty: 5104.719238
	Iteration 31Q: 3 clusters Score -4180206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4180217.250000 Penalty: 5104.719238
	Iteration 32Q: 3 clusters Score -4180217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4180229.250000 Penalty: 5104.719238
	Iteration 33Q: 3 clusters Score -4180229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4180240.500000 Penalty: 5104.719238
	Iteration 34Q: 3 clusters Score -4180240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4180248.250000 Penalty: 5104.719238
	Iteration 35Q: 3 clusters Score -4180248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4180255.750000 Penalty: 5104.719238
	Iteration 36Q: 3 clusters Score -4180256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4180262.750000 Penalty: 5104.719238
	Iteration 37Q: 3 clusters Score -4180263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4180270.750000 Penalty: 5104.719238
	Iteration 38Q: 3 clusters Score -4180271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -4180280.500000 Penalty: 5104.719238
	Iteration 39Q: 3 clusters Score -4180280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4180281.500000 Penalty: 5104.719238
	Iteration 40F: 3 clusters Score -4180282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4180283.500000 Penalty: 5104.719238
	Iteration 41Q: 3 clusters Score -4180284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4180282.500000 Penalty: 5104.719238
	Iteration 42Q: 3 clusters Score -4180282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4180284.750000 Penalty: 5104.719238
	Iteration 43Q: 3 clusters Score -4180285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4180284.250000 Penalty: 5104.719238
	Iteration 44Q: 3 clusters Score -4180284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4180284.750000 Penalty: 5104.719238
	Iteration 45Q: 3 clusters Score -4180285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4180287.250000 Penalty: 5104.719238
	Iteration 46Q: 3 clusters Score -4180287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4180290.250000 Penalty: 5104.719238
	Iteration 47Q: 3 clusters Score -4180290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4180293.000000 Penalty: 5104.719238
	Iteration 48Q: 3 clusters Score -4180293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4180296.500000 Penalty: 5104.719238
	Iteration 49Q: 3 clusters Score -4180296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4180298.500000 Penalty: 5104.719238
	Iteration 50Q: 3 clusters Score -4180298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4180297.500000 Penalty: 5104.719238
	Iteration 51Q: 3 clusters Score -4180298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4180296.500000 Penalty: 5104.719238
	Iteration 52Q: 3 clusters Score -4180296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4180294.250000 Penalty: 5104.719238
	Iteration 53Q: 3 clusters Score -4180294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4180295.250000 Penalty: 5104.719238
	Iteration 54Q: 3 clusters Score -4180295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4180295.250000 Penalty: 5104.719238
	Iteration 55F: 3 clusters Score -4180295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 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 349 members 
Entering Unmasked Estep 
Score: -84877.078125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84877.08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85226.195312 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85226.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85417.085938 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85417.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85501.437500 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85501.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85611.171875 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85611.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -85686.398438 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85686.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85735.078125 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85735.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85768.335938 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85768.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85795.078125 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85795.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85809.625000 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85809.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85823.273438 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85823.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -85838.945312 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85838.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -85856.218750 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85856.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -85858.828125 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85858.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -85861.281250 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85861.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -85864.968750 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85864.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85871.828125 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -85871.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -85874.593750 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -85874.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85877.718750 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -85877.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -85877.718750 Penalty: 3242.917236
	Iteration 19F: 3 clusters Score -85877.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Entering Unmasked Estep 
Score: -3011257.250000 Penalty: 2471.076416
	Iteration 0F: 2 clusters Score -3011257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2996345.500000 Penalty: 4942.152832
	Iteration 0F: 3 clusters Score -2996346 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3001311.500000 Penalty: 4942.152832
	Iteration 1F: 3 clusters Score -3001312 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -3001702.750000 Penalty: 4942.152832
	Iteration 2F: 3 clusters Score -3001703 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -3002050.000000 Penalty: 4942.152832
	Iteration 3Q: 3 clusters Score -3002050 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3002406.750000 Penalty: 4942.152832
	Iteration 4Q: 3 clusters Score -3002407 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3002794.250000 Penalty: 4942.152832
	Iteration 5Q: 3 clusters Score -3002794 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3003229.250000 Penalty: 4942.152832
	Iteration 6Q: 3 clusters Score -3003229 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3003746.250000 Penalty: 4942.152832
	Iteration 7Q: 3 clusters Score -3003746 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3004429.000000 Penalty: 4942.152832
	Iteration 8F: 3 clusters Score -3004429 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3005235.500000 Penalty: 4942.152832
	Iteration 9F: 3 clusters Score -3005236 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3006025.000000 Penalty: 4942.152832
	Iteration 10F: 3 clusters Score -3006025 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3006708.500000 Penalty: 4942.152832
	Iteration 11Q: 3 clusters Score -3006708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3007195.000000 Penalty: 4942.152832
	Iteration 12Q: 3 clusters Score -3007195 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -3007522.500000 Penalty: 4942.152832
	Iteration 13Q: 3 clusters Score -3007522 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3007718.000000 Penalty: 4942.152832
	Iteration 14Q: 3 clusters Score -3007718 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3007855.750000 Penalty: 4942.152832
	Iteration 15Q: 3 clusters Score -3007856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3007960.000000 Penalty: 4942.152832
	Iteration 16Q: 3 clusters Score -3007960 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3008056.000000 Penalty: 4942.152832
	Iteration 17Q: 3 clusters Score -3008056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3008140.750000 Penalty: 4942.152832
	Iteration 18Q: 3 clusters Score -3008141 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -3008221.500000 Penalty: 4942.152832
	Iteration 19Q: 3 clusters Score -3008222 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3008297.250000 Penalty: 4942.152832
	Iteration 20F: 3 clusters Score -3008297 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -3008370.250000 Penalty: 4942.152832
	Iteration 21Q: 3 clusters Score -3008370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3008442.750000 Penalty: 4942.152832
	Iteration 22Q: 3 clusters Score -3008443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3008498.500000 Penalty: 4942.152832
	Iteration 23Q: 3 clusters Score -3008498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3008556.750000 Penalty: 4942.152832
	Iteration 24Q: 3 clusters Score -3008557 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3008627.500000 Penalty: 4942.152832
	Iteration 25Q: 3 clusters Score -3008628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3008695.250000 Penalty: 4942.152832
	Iteration 26Q: 3 clusters Score -3008695 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3008770.250000 Penalty: 4942.152832
	Iteration 27Q: 3 clusters Score -3008770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3008854.750000 Penalty: 4942.152832
	Iteration 28Q: 3 clusters Score -3008855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3008921.500000 Penalty: 4942.152832
	Iteration 29Q: 3 clusters Score -3008922 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3008986.750000 Penalty: 4942.152832
	Iteration 30Q: 3 clusters Score -3008987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3009032.250000 Penalty: 4942.152832
	Iteration 31Q: 3 clusters Score -3009032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -3009070.750000 Penalty: 4942.152832
	Iteration 32Q: 3 clusters Score -3009071 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3009117.500000 Penalty: 4942.152832
	Iteration 33Q: 3 clusters Score -3009118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3009152.500000 Penalty: 4942.152832
	Iteration 34Q: 3 clusters Score -3009152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -3009175.000000 Penalty: 4942.152832
	Iteration 35Q: 3 clusters Score -3009175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -3009191.000000 Penalty: 4942.152832
	Iteration 36Q: 3 clusters Score -3009191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3009211.500000 Penalty: 4942.152832
	Iteration 37Q: 3 clusters Score -3009212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3009231.750000 Penalty: 4942.152832
	Iteration 38Q: 3 clusters Score -3009232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3009245.500000 Penalty: 4942.152832
	Iteration 39Q: 3 clusters Score -3009246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3009257.500000 Penalty: 4942.152832
	Iteration 40F: 3 clusters Score -3009258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3009267.000000 Penalty: 4942.152832
	Iteration 41Q: 3 clusters Score -3009267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3009272.250000 Penalty: 4942.152832
	Iteration 42Q: 3 clusters Score -3009272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3009279.000000 Penalty: 4942.152832
	Iteration 43Q: 3 clusters Score -3009279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3009289.750000 Penalty: 4942.152832
	Iteration 44Q: 3 clusters Score -3009290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3009299.500000 Penalty: 4942.152832
	Iteration 45Q: 3 clusters Score -3009300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3009305.000000 Penalty: 4942.152832
	Iteration 46Q: 3 clusters Score -3009305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -3009313.750000 Penalty: 4942.152832
	Iteration 47Q: 3 clusters Score -3009314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -3009310.750000 Penalty: 4942.152832
	Iteration 48Q: 3 clusters Score -3009311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -3009314.250000 Penalty: 4942.152832
	Iteration 49Q: 3 clusters Score -3009314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3009320.250000 Penalty: 4942.152832
	Iteration 50Q: 3 clusters Score -3009320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -3009330.000000 Penalty: 4942.152832
	Iteration 51Q: 3 clusters Score -3009330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3009334.250000 Penalty: 4942.152832
	Iteration 52Q: 3 clusters Score -3009334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -3009342.250000 Penalty: 4942.152832
	Iteration 53Q: 3 clusters Score -3009342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3009337.750000 Penalty: 4942.152832
	Iteration 54Q: 3 clusters Score -3009338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3009343.250000 Penalty: 4942.152832
	Iteration 55Q: 3 clusters Score -3009343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3009344.000000 Penalty: 4942.152832
	Iteration 56Q: 3 clusters Score -3009344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -3009347.500000 Penalty: 4942.152832
	Iteration 57Q: 3 clusters Score -3009348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3009359.500000 Penalty: 4942.152832
	Iteration 58Q: 3 clusters Score -3009360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3009358.250000 Penalty: 4942.152832
	Iteration 59Q: 3 clusters Score -3009358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3009360.000000 Penalty: 4942.152832
	Iteration 60F: 3 clusters Score -3009360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3009359.500000 Penalty: 4942.152832
	Iteration 61Q: 3 clusters Score -3009360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -3009357.250000 Penalty: 4942.152832
	Iteration 62Q: 3 clusters Score -3009357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3009360.250000 Penalty: 4942.152832
	Iteration 63Q: 3 clusters Score -3009360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3009353.250000 Penalty: 4942.152832
	Iteration 64Q: 3 clusters Score -3009353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3009361.000000 Penalty: 4942.152832
	Iteration 65Q: 3 clusters Score -3009361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -3009360.750000 Penalty: 4942.152832
	Iteration 66Q: 3 clusters Score -3009361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3009361.250000 Penalty: 4942.152832
	Iteration 67Q: 3 clusters Score -3009361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3009364.000000 Penalty: 4942.152832
	Iteration 68Q: 3 clusters Score -3009364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3009367.750000 Penalty: 4942.152832
	Iteration 69Q: 3 clusters Score -3009368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3009369.250000 Penalty: 4942.152832
	Iteration 70Q: 3 clusters Score -3009369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3009372.750000 Penalty: 4942.152832
	Iteration 71Q: 3 clusters Score -3009373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3009372.750000 Penalty: 4942.152832
	Iteration 72F: 3 clusters Score -3009373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Entering Unmasked Estep 
Score: -4568946.000000 Penalty: 2574.486572
	Iteration 0F: 2 clusters Score -4568946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -4546961.500000 Penalty: 5148.973145
	Iteration 0F: 3 clusters Score -4546962 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4554796.500000 Penalty: 5148.973145
	Iteration 1F: 3 clusters Score -4554796 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -4555287.000000 Penalty: 5148.973145
	Iteration 2Q: 3 clusters Score -4555287 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -4555664.000000 Penalty: 5148.973145
	Iteration 3Q: 3 clusters Score -4555664 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4556016.500000 Penalty: 5148.973145
	Iteration 4Q: 3 clusters Score -4556016 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -4556446.000000 Penalty: 5148.973145
	Iteration 5Q: 3 clusters Score -4556446 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4556907.500000 Penalty: 5148.973145
	Iteration 6Q: 3 clusters Score -4556908 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4557551.000000 Penalty: 5148.973145
	Iteration 7Q: 3 clusters Score -4557551 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4558424.500000 Penalty: 5148.973145
	Iteration 8Q: 3 clusters Score -4558424 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4559574.000000 Penalty: 5148.973145
	Iteration 9F: 3 clusters Score -4559574 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4560903.000000 Penalty: 5148.973145
	Iteration 10F: 3 clusters Score -4560903 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4562206.000000 Penalty: 5148.973145
	Iteration 11F: 3 clusters Score -4562206 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -4563261.500000 Penalty: 5148.973145
	Iteration 12Q: 3 clusters Score -4563262 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4563987.500000 Penalty: 5148.973145
	Iteration 13Q: 3 clusters Score -4563988 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -4564436.500000 Penalty: 5148.973145
	Iteration 14Q: 3 clusters Score -4564436 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4564821.000000 Penalty: 5148.973145
	Iteration 15Q: 3 clusters Score -4564821 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -4565113.000000 Penalty: 5148.973145
	Iteration 16Q: 3 clusters Score -4565113 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -4565337.500000 Penalty: 5148.973145
	Iteration 17Q: 3 clusters Score -4565338 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4565539.500000 Penalty: 5148.973145
	Iteration 18Q: 3 clusters Score -4565540 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -4565723.500000 Penalty: 5148.973145
	Iteration 19Q: 3 clusters Score -4565724 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4565917.500000 Penalty: 5148.973145
	Iteration 20F: 3 clusters Score -4565918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -4566078.000000 Penalty: 5148.973145
	Iteration 21Q: 3 clusters Score -4566078 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4566198.000000 Penalty: 5148.973145
	Iteration 22Q: 3 clusters Score -4566198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4566286.000000 Penalty: 5148.973145
	Iteration 23Q: 3 clusters Score -4566286 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4566377.000000 Penalty: 5148.973145
	Iteration 24Q: 3 clusters Score -4566377 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4566455.000000 Penalty: 5148.973145
	Iteration 25Q: 3 clusters Score -4566455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4566536.500000 Penalty: 5148.973145
	Iteration 26Q: 3 clusters Score -4566536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4566607.500000 Penalty: 5148.973145
	Iteration 27Q: 3 clusters Score -4566608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4566638.500000 Penalty: 5148.973145
	Iteration 28Q: 3 clusters Score -4566638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4566681.000000 Penalty: 5148.973145
	Iteration 29Q: 3 clusters Score -4566681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -4566723.000000 Penalty: 5148.973145
	Iteration 30Q: 3 clusters Score -4566723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4566754.500000 Penalty: 5148.973145
	Iteration 31Q: 3 clusters Score -4566754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4566776.000000 Penalty: 5148.973145
	Iteration 32Q: 3 clusters Score -4566776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4566788.000000 Penalty: 5148.973145
	Iteration 33Q: 3 clusters Score -4566788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -4566808.500000 Penalty: 5148.973145
	Iteration 34Q: 3 clusters Score -4566808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -4566814.000000 Penalty: 5148.973145
	Iteration 35Q: 3 clusters Score -4566814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -4566826.000000 Penalty: 5148.973145
	Iteration 36Q: 3 clusters Score -4566826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4566833.000000 Penalty: 5148.973145
	Iteration 37Q: 3 clusters Score -4566833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -4566847.000000 Penalty: 5148.973145
	Iteration 38Q: 3 clusters Score -4566847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4566852.500000 Penalty: 5148.973145
	Iteration 39Q: 3 clusters Score -4566852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4566862.000000 Penalty: 5148.973145
	Iteration 40F: 3 clusters Score -4566862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -4566867.500000 Penalty: 5148.973145
	Iteration 41Q: 3 clusters Score -4566868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -4566869.000000 Penalty: 5148.973145
	Iteration 42Q: 3 clusters Score -4566869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4566869.500000 Penalty: 5148.973145
	Iteration 43Q: 3 clusters Score -4566870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4566876.000000 Penalty: 5148.973145
	Iteration 44Q: 3 clusters Score -4566876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -4566884.500000 Penalty: 5148.973145
	Iteration 45Q: 3 clusters Score -4566884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4566902.000000 Penalty: 5148.973145
	Iteration 46Q: 3 clusters Score -4566902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -4566907.500000 Penalty: 5148.973145
	Iteration 47Q: 3 clusters Score -4566908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -4566915.000000 Penalty: 5148.973145
	Iteration 48Q: 3 clusters Score -4566915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4566920.500000 Penalty: 5148.973145
	Iteration 49Q: 3 clusters Score -4566920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4566921.500000 Penalty: 5148.973145
	Iteration 50Q: 3 clusters Score -4566922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4566920.500000 Penalty: 5148.973145
	Iteration 51Q: 3 clusters Score -4566920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -4566920.500000 Penalty: 5148.973145
	Iteration 52F: 3 clusters Score -4566920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -15440.184570 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15440.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15449.457031 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15449.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15456.926758 Penalty: 2421.869873
	Iteration 2Q: 3 clusters Score -15456.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15464.259766 Penalty: 2421.869873
	Iteration 3Q: 3 clusters Score -15464.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15464.259766 Penalty: 2421.869873
	Iteration 4F: 3 clusters Score -15464.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -273278.187500 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -273278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -270688.562500 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -270688.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271111.718750 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -271111.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -271225.906250 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -271225.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -271303.656250 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -271303.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -271365.125000 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -271365.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -271411.281250 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -271411.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271441.875000 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -271441.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -271468.062500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -271468.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -271477.906250 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -271477.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -271482.875000 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -271482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -271485.312500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -271485.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -271486.031250 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -271486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271487.250000 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -271487.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -271487.250000 Penalty: 3766.063721
	Iteration 13F: 3 clusters Score -271487.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 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 338 members 
Entering Unmasked Estep 
Score: -78269.921875 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78269.92 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -78770.718750 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78770.72 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79243.445312 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -79243.45 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80078.539062 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -80078.54 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -80277.828125 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -80277.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -80332.906250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -80332.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -80379.523438 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -80379.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -80411.914062 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -80411.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -80471.812500 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -80471.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -80523.796875 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -80523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -80523.796875 Penalty: 3219.398926
	Iteration 10F: 3 clusters Score -80523.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 32375 members 
Mstep: Class 15 contains 127 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149672 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
Score: -84938136.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939248.000000 to -84938136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Entering Unmasked Estep 
Score: -4431233.000000 Penalty: 2575.515137
	Iteration 0F: 2 clusters Score -4431233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -4409154.500000 Penalty: 5151.030273
	Iteration 0F: 3 clusters Score -4409154 nChanged 14506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4416967.500000 Penalty: 5151.030273
	Iteration 1F: 3 clusters Score -4416968 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -4417378.000000 Penalty: 5151.030273
	Iteration 2Q: 3 clusters Score -4417378 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4417699.500000 Penalty: 5151.030273
	Iteration 3Q: 3 clusters Score -4417700 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4417957.500000 Penalty: 5151.030273
	Iteration 4Q: 3 clusters Score -4417958 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -4418204.000000 Penalty: 5151.030273
	Iteration 5Q: 3 clusters Score -4418204 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4418396.500000 Penalty: 5151.030273
	Iteration 6Q: 3 clusters Score -4418396 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4418570.000000 Penalty: 5151.030273
	Iteration 7Q: 3 clusters Score -4418570 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4418777.000000 Penalty: 5151.030273
	Iteration 8Q: 3 clusters Score -4418777 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4418990.500000 Penalty: 5151.030273
	Iteration 9Q: 3 clusters Score -4418990 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4419258.000000 Penalty: 5151.030273
	Iteration 10Q: 3 clusters Score -4419258 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -4419661.500000 Penalty: 5151.030273
	Iteration 11Q: 3 clusters Score -4419662 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4420308.500000 Penalty: 5151.030273
	Iteration 12Q: 3 clusters Score -4420308 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4421177.500000 Penalty: 5151.030273
	Iteration 13Q: 3 clusters Score -4421178 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4422495.000000 Penalty: 5151.030273
	Iteration 14F: 3 clusters Score -4422495 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -4424257.500000 Penalty: 5151.030273
	Iteration 15F: 3 clusters Score -4424258 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -4426041.000000 Penalty: 5151.030273
	Iteration 16F: 3 clusters Score -4426041 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4427343.500000 Penalty: 5151.030273
	Iteration 17Q: 3 clusters Score -4427344 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4428077.000000 Penalty: 5151.030273
	Iteration 18Q: 3 clusters Score -4428077 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -4428460.000000 Penalty: 5151.030273
	Iteration 19Q: 3 clusters Score -4428460 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4428680.500000 Penalty: 5151.030273
	Iteration 20F: 3 clusters Score -4428680 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4428786.000000 Penalty: 5151.030273
	Iteration 21Q: 3 clusters Score -4428786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -4428850.000000 Penalty: 5151.030273
	Iteration 22Q: 3 clusters Score -4428850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4428898.000000 Penalty: 5151.030273
	Iteration 23Q: 3 clusters Score -4428898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4428936.000000 Penalty: 5151.030273
	Iteration 24Q: 3 clusters Score -4428936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -4428953.500000 Penalty: 5151.030273
	Iteration 25Q: 3 clusters Score -4428954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -4428964.500000 Penalty: 5151.030273
	Iteration 26Q: 3 clusters Score -4428964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -4428970.500000 Penalty: 5151.030273
	Iteration 27Q: 3 clusters Score -4428970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4428977.000000 Penalty: 5151.030273
	Iteration 28Q: 3 clusters Score -4428977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4428984.500000 Penalty: 5151.030273
	Iteration 29Q: 3 clusters Score -4428984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -4428985.000000 Penalty: 5151.030273
	Iteration 30Q: 3 clusters Score -4428985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4428987.500000 Penalty: 5151.030273
	Iteration 31Q: 3 clusters Score -4428988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -4428987.500000 Penalty: 5151.030273
	Iteration 32F: 3 clusters Score -4428988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Entering Unmasked Estep 
Score: -4544751.000000 Penalty: 2572.958740
	Iteration 0F: 2 clusters Score -4544751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4522756.000000 Penalty: 5145.917480
	Iteration 0F: 3 clusters Score -4522756 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4530641.000000 Penalty: 5145.917480
	Iteration 1F: 3 clusters Score -4530641 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -4531138.000000 Penalty: 5145.917480
	Iteration 2Q: 3 clusters Score -4531138 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -4531638.500000 Penalty: 5145.917480
	Iteration 3Q: 3 clusters Score -4531638 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4532147.500000 Penalty: 5145.917480
	Iteration 4Q: 3 clusters Score -4532148 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -4532662.500000 Penalty: 5145.917480
	Iteration 5Q: 3 clusters Score -4532662 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4533373.000000 Penalty: 5145.917480
	Iteration 6Q: 3 clusters Score -4533373 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -4534323.500000 Penalty: 5145.917480
	Iteration 7F: 3 clusters Score -4534324 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4535551.000000 Penalty: 5145.917480
	Iteration 8F: 3 clusters Score -4535551 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -4536989.000000 Penalty: 5145.917480
	Iteration 9F: 3 clusters Score -4536989 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -4538439.000000 Penalty: 5145.917480
	Iteration 10F: 3 clusters Score -4538439 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -4539526.000000 Penalty: 5145.917480
	Iteration 11Q: 3 clusters Score -4539526 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -4540227.500000 Penalty: 5145.917480
	Iteration 12Q: 3 clusters Score -4540228 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4540703.000000 Penalty: 5145.917480
	Iteration 13Q: 3 clusters Score -4540703 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4541004.000000 Penalty: 5145.917480
	Iteration 14Q: 3 clusters Score -4541004 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4541288.500000 Penalty: 5145.917480
	Iteration 15Q: 3 clusters Score -4541288 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -4541527.000000 Penalty: 5145.917480
	Iteration 16Q: 3 clusters Score -4541527 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4541703.000000 Penalty: 5145.917480
	Iteration 17Q: 3 clusters Score -4541703 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4541879.500000 Penalty: 5145.917480
	Iteration 18Q: 3 clusters Score -4541880 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -4542027.000000 Penalty: 5145.917480
	Iteration 19Q: 3 clusters Score -4542027 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4542153.500000 Penalty: 5145.917480
	Iteration 20F: 3 clusters Score -4542154 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -4542238.000000 Penalty: 5145.917480
	Iteration 21Q: 3 clusters Score -4542238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4542314.500000 Penalty: 5145.917480
	Iteration 22Q: 3 clusters Score -4542314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4542398.500000 Penalty: 5145.917480
	Iteration 23Q: 3 clusters Score -4542398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -4542441.000000 Penalty: 5145.917480
	Iteration 24Q: 3 clusters Score -4542441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4542497.500000 Penalty: 5145.917480
	Iteration 25Q: 3 clusters Score -4542498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4542548.000000 Penalty: 5145.917480
	Iteration 26Q: 3 clusters Score -4542548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -4542579.000000 Penalty: 5145.917480
	Iteration 27Q: 3 clusters Score -4542579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4542624.000000 Penalty: 5145.917480
	Iteration 28Q: 3 clusters Score -4542624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4542662.500000 Penalty: 5145.917480
	Iteration 29Q: 3 clusters Score -4542662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4542683.500000 Penalty: 5145.917480
	Iteration 30Q: 3 clusters Score -4542684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -4542696.000000 Penalty: 5145.917480
	Iteration 31Q: 3 clusters Score -4542696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4542718.000000 Penalty: 5145.917480
	Iteration 32Q: 3 clusters Score -4542718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4542729.500000 Penalty: 5145.917480
	Iteration 33Q: 3 clusters Score -4542730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -4542736.000000 Penalty: 5145.917480
	Iteration 34Q: 3 clusters Score -4542736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4542741.000000 Penalty: 5145.917480
	Iteration 35Q: 3 clusters Score -4542741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4542755.500000 Penalty: 5145.917480
	Iteration 36Q: 3 clusters Score -4542756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4542756.500000 Penalty: 5145.917480
	Iteration 37Q: 3 clusters Score -4542756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -4542760.500000 Penalty: 5145.917480
	Iteration 38Q: 3 clusters Score -4542760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4542768.500000 Penalty: 5145.917480
	Iteration 39Q: 3 clusters Score -4542768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4542768.500000 Penalty: 5145.917480
	Iteration 40F: 3 clusters Score -4542768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4542770.500000 Penalty: 5145.917480
	Iteration 41Q: 3 clusters Score -4542770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4542774.000000 Penalty: 5145.917480
	Iteration 42Q: 3 clusters Score -4542774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4542769.000000 Penalty: 5145.917480
	Iteration 43Q: 3 clusters Score -4542769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -4542771.500000 Penalty: 5145.917480
	Iteration 44Q: 3 clusters Score -4542772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -4542768.000000 Penalty: 5145.917480
	Iteration 45Q: 3 clusters Score -4542768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4542769.000000 Penalty: 5145.917480
	Iteration 46Q: 3 clusters Score -4542769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4542774.000000 Penalty: 5145.917480
	Iteration 47Q: 3 clusters Score -4542774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4542774.000000 Penalty: 5145.917480
	Iteration 48F: 3 clusters Score -4542774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191386.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189185.062500 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189185.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -189652.656250 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189652.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189844.000000 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -189844 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -190009.546875 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -190009.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -190222.234375 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -190222.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190355.312500 Penalty: 3606.420166
	Iteration 5F: 3 clusters Score -190355.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -190429.390625 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -190429.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -190483.843750 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -190483.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -190547.296875 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -190547.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -190601.984375 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -190602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -190636.765625 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -190636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -190650.546875 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -190650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -190655.609375 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -190655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -190661.625000 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -190661.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -190667.546875 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -190667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -190672.562500 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -190672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -190682.156250 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -190682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190688.140625 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -190688.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -190696.656250 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -190696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -190698.859375 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -190698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190699.687500 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -190699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Entering Unmasked Estep 
Score: -3430824.250000 Penalty: 2503.164307
	Iteration 0F: 2 clusters Score -3430824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3414079.000000 Penalty: 5006.328613
	Iteration 0F: 3 clusters Score -3414079 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3419801.750000 Penalty: 5006.328613
	Iteration 1F: 3 clusters Score -3419802 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3420207.000000 Penalty: 5006.328613
	Iteration 2F: 3 clusters Score -3420207 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3420580.750000 Penalty: 5006.328613
	Iteration 3Q: 3 clusters Score -3420581 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3420925.500000 Penalty: 5006.328613
	Iteration 4Q: 3 clusters Score -3420926 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3421297.250000 Penalty: 5006.328613
	Iteration 5Q: 3 clusters Score -3421297 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3421732.000000 Penalty: 5006.328613
	Iteration 6Q: 3 clusters Score -3421732 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3422335.500000 Penalty: 5006.328613
	Iteration 7Q: 3 clusters Score -3422336 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -3423191.750000 Penalty: 5006.328613
	Iteration 8F: 3 clusters Score -3423192 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3424126.750000 Penalty: 5006.328613
	Iteration 9F: 3 clusters Score -3424127 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -3425110.250000 Penalty: 5006.328613
	Iteration 10F: 3 clusters Score -3425110 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3426045.250000 Penalty: 5006.328613
	Iteration 11Q: 3 clusters Score -3426045 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -3426777.500000 Penalty: 5006.328613
	Iteration 12Q: 3 clusters Score -3426778 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3427322.500000 Penalty: 5006.328613
	Iteration 13Q: 3 clusters Score -3427322 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3427718.000000 Penalty: 5006.328613
	Iteration 14Q: 3 clusters Score -3427718 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3427984.000000 Penalty: 5006.328613
	Iteration 15Q: 3 clusters Score -3427984 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3428184.250000 Penalty: 5006.328613
	Iteration 16Q: 3 clusters Score -3428184 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3428316.250000 Penalty: 5006.328613
	Iteration 17Q: 3 clusters Score -3428316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3428398.500000 Penalty: 5006.328613
	Iteration 18Q: 3 clusters Score -3428398 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3428466.500000 Penalty: 5006.328613
	Iteration 19Q: 3 clusters Score -3428466 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -3428511.000000 Penalty: 5006.328613
	Iteration 20F: 3 clusters Score -3428511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3428537.750000 Penalty: 5006.328613
	Iteration 21Q: 3 clusters Score -3428538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3428574.750000 Penalty: 5006.328613
	Iteration 22Q: 3 clusters Score -3428575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3428596.750000 Penalty: 5006.328613
	Iteration 23Q: 3 clusters Score -3428597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3428613.000000 Penalty: 5006.328613
	Iteration 24Q: 3 clusters Score -3428613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3428630.000000 Penalty: 5006.328613
	Iteration 25Q: 3 clusters Score -3428630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3428644.250000 Penalty: 5006.328613
	Iteration 26Q: 3 clusters Score -3428644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3428656.000000 Penalty: 5006.328613
	Iteration 27Q: 3 clusters Score -3428656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3428669.000000 Penalty: 5006.328613
	Iteration 28Q: 3 clusters Score -3428669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -3428673.000000 Penalty: 5006.328613
	Iteration 29Q: 3 clusters Score -3428673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -3428676.000000 Penalty: 5006.328613
	Iteration 30Q: 3 clusters Score -3428676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -3428683.500000 Penalty: 5006.328613
	Iteration 31Q: 3 clusters Score -3428684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3428685.500000 Penalty: 5006.328613
	Iteration 32Q: 3 clusters Score -3428686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3428685.500000 Penalty: 5006.328613
	Iteration 33F: 3 clusters Score -3428686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Entering Unmasked Estep 
Score: -11375838.000000 Penalty: 2802.296631
	Iteration 0F: 2 clusters Score -1.137584e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -11321576.000000 Penalty: 5604.593262
	Iteration 0F: 3 clusters Score -1.132158e+07 nChanged 37934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -11343318.000000 Penalty: 5604.593262
	Iteration 1F: 3 clusters Score -1.134332e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -11344371.000000 Penalty: 5604.593262
	Iteration 2Q: 3 clusters Score -1.134437e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -11345921.000000 Penalty: 5604.593262
	Iteration 3Q: 3 clusters Score -1.134592e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -11348491.000000 Penalty: 5604.593262
	Iteration 4F: 3 clusters Score -1.134849e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -11352602.000000 Penalty: 5604.593262
	Iteration 5F: 3 clusters Score -1.13526e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 65690 members 
Entering Unmasked Estep 
Score: -11358423.000000 Penalty: 5604.593262
	Iteration 6F: 3 clusters Score -1.135842e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -11364993.000000 Penalty: 5604.593262
	Iteration 7F: 3 clusters Score -1.136499e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 77185 members 
Entering Unmasked Estep 
Score: -11369912.000000 Penalty: 5604.593262
	Iteration 8F: 3 clusters Score -1.136991e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -11372170.000000 Penalty: 5604.593262
	Iteration 9Q: 3 clusters Score -1.137217e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -11372949.000000 Penalty: 5604.593262
	Iteration 10Q: 3 clusters Score -1.137295e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 80462 members 
Entering Unmasked Estep 
Score: -11373196.000000 Penalty: 5604.593262
	Iteration 11Q: 3 clusters Score -1.13732e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -11373279.000000 Penalty: 5604.593262
	Iteration 12Q: 3 clusters Score -1.137328e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -11373319.000000 Penalty: 5604.593262
	Iteration 13Q: 3 clusters Score -1.137332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80544 members 
Entering Unmasked Estep 
Score: -11373352.000000 Penalty: 5604.593262
	Iteration 14Q: 3 clusters Score -1.137335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -11373378.000000 Penalty: 5604.593262
	Iteration 15Q: 3 clusters Score -1.137338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 80557 members 
Entering Unmasked Estep 
Score: -11373391.000000 Penalty: 5604.593262
	Iteration 16Q: 3 clusters Score -1.137339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -11373407.000000 Penalty: 5604.593262
	Iteration 17Q: 3 clusters Score -1.137341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -11373415.000000 Penalty: 5604.593262
	Iteration 18Q: 3 clusters Score -1.137342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -11373415.000000 Penalty: 5604.593262
	Iteration 19Q: 3 clusters Score -1.137342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 80562 members 
Entering Unmasked Estep 
Score: -11373420.000000 Penalty: 5604.593262
	Iteration 20F: 3 clusters Score -1.137342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -11373418.000000 Penalty: 5604.593262
	Iteration 21Q: 3 clusters Score -1.137342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -11373413.000000 Penalty: 5604.593262
	Iteration 22Q: 3 clusters Score -1.137341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 80565 members 
Entering Unmasked Estep 
Score: -11373413.000000 Penalty: 5604.593262
	Iteration 23F: 3 clusters Score -1.137341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149672 members 
Entering Unmasked Estep 
Score: -20884018.000000 Penalty: 2955.218018
	Iteration 0F: 2 clusters Score -2.088402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 75149 members 
Entering Unmasked Estep 
Score: -20785220.000000 Penalty: 5910.436035
	Iteration 0F: 3 clusters Score -2.078522e+07 nChanged 71489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -20826966.000000 Penalty: 5910.436035
	Iteration 1F: 3 clusters Score -2.082697e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 83187 members 
Entering Unmasked Estep 
Score: -20828840.000000 Penalty: 5910.436035
	Iteration 2Q: 3 clusters Score -2.082884e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 88059 members 
Entering Unmasked Estep 
Score: -20831718.000000 Penalty: 5910.436035
	Iteration 3Q: 3 clusters Score -2.083172e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 95186 members 
Entering Unmasked Estep 
Score: -20836746.000000 Penalty: 5910.436035
	Iteration 4F: 3 clusters Score -2.083675e+07 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 104917 members 
Entering Unmasked Estep 
Score: -20845094.000000 Penalty: 5910.436035
	Iteration 5F: 3 clusters Score -2.084509e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 116571 members 
Entering Unmasked Estep 
Score: -20856606.000000 Penalty: 5910.436035
	Iteration 6F: 3 clusters Score -2.085661e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 127222 members 
Entering Unmasked Estep 
Score: -20867890.000000 Penalty: 5910.436035
	Iteration 7F: 3 clusters Score -2.086789e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 134031 members 
Entering Unmasked Estep 
Score: -20875182.000000 Penalty: 5910.436035
	Iteration 8Q: 3 clusters Score -2.087518e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -20878634.000000 Penalty: 5910.436035
	Iteration 9Q: 3 clusters Score -2.087863e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 139569 members 
Entering Unmasked Estep 
Score: -20880010.000000 Penalty: 5910.436035
	Iteration 10Q: 3 clusters Score -2.088001e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -20880880.000000 Penalty: 5910.436035
	Iteration 11Q: 3 clusters Score -2.088088e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 142074 members 
Entering Unmasked Estep 
Score: -20881382.000000 Penalty: 5910.436035
	Iteration 12Q: 3 clusters Score -2.088138e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 143000 members 
Entering Unmasked Estep 
Score: -20881718.000000 Penalty: 5910.436035
	Iteration 13Q: 3 clusters Score -2.088172e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 143819 members 
Entering Unmasked Estep 
Score: -20881984.000000 Penalty: 5910.436035
	Iteration 14Q: 3 clusters Score -2.088198e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 144475 members 
Entering Unmasked Estep 
Score: -20882180.000000 Penalty: 5910.436035
	Iteration 15Q: 3 clusters Score -2.088218e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -20882286.000000 Penalty: 5910.436035
	Iteration 16Q: 3 clusters Score -2.088229e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -20882354.000000 Penalty: 5910.436035
	Iteration 17Q: 3 clusters Score -2.088235e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 145797 members 
Entering Unmasked Estep 
Score: -20882344.000000 Penalty: 5910.436035
	Iteration 18Q: 3 clusters Score -2.088234e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 146093 members 
Entering Unmasked Estep 
Score: -20882396.000000 Penalty: 5910.436035
	Iteration 19Q: 3 clusters Score -2.08824e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 146344 members 
Entering Unmasked Estep 
Score: -20882452.000000 Penalty: 5910.436035
	Iteration 20F: 3 clusters Score -2.088245e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -20882456.000000 Penalty: 5910.436035
	Iteration 21Q: 3 clusters Score -2.088246e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 146695 members 
Entering Unmasked Estep 
Score: -20882440.000000 Penalty: 5910.436035
	Iteration 22Q: 3 clusters Score -2.088244e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 146823 members 
Entering Unmasked Estep 
Score: -20882498.000000 Penalty: 5910.436035
	Iteration 23Q: 3 clusters Score -2.08825e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 146954 members 
Entering Unmasked Estep 
Score: -20882558.000000 Penalty: 5910.436035
	Iteration 24Q: 3 clusters Score -2.088256e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -20882582.000000 Penalty: 5910.436035
	Iteration 25Q: 3 clusters Score -2.088258e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 147131 members 
Entering Unmasked Estep 
Score: -20882624.000000 Penalty: 5910.436035
	Iteration 26Q: 3 clusters Score -2.088262e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 147201 members 
Entering Unmasked Estep 
Score: -20882618.000000 Penalty: 5910.436035
	Iteration 27Q: 3 clusters Score -2.088262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -20882614.000000 Penalty: 5910.436035
	Iteration 28Q: 3 clusters Score -2.088261e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 147322 members 
Entering Unmasked Estep 
Score: -20882658.000000 Penalty: 5910.436035
	Iteration 29Q: 3 clusters Score -2.088266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -20882670.000000 Penalty: 5910.436035
	Iteration 30Q: 3 clusters Score -2.088267e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 147399 members 
Entering Unmasked Estep 
Score: -20882686.000000 Penalty: 5910.436035
	Iteration 31Q: 3 clusters Score -2.088269e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -20882692.000000 Penalty: 5910.436035
	Iteration 32Q: 3 clusters Score -2.088269e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -20882726.000000 Penalty: 5910.436035
	Iteration 33Q: 3 clusters Score -2.088273e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -20882722.000000 Penalty: 5910.436035
	Iteration 34Q: 3 clusters Score -2.088272e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -20882724.000000 Penalty: 5910.436035
	Iteration 35Q: 3 clusters Score -2.088272e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -20882752.000000 Penalty: 5910.436035
	Iteration 36Q: 3 clusters Score -2.088275e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -20882790.000000 Penalty: 5910.436035
	Iteration 37Q: 3 clusters Score -2.088279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 147434 members 
Entering Unmasked Estep 
Score: -20882814.000000 Penalty: 5910.436035
	Iteration 38Q: 3 clusters Score -2.088281e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 147431 members 
Entering Unmasked Estep 
Score: -20882832.000000 Penalty: 5910.436035
	Iteration 39Q: 3 clusters Score -2.088283e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 147433 members 
Entering Unmasked Estep 
Score: -20882832.000000 Penalty: 5910.436035
	Iteration 40F: 3 clusters Score -2.088283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -20882850.000000 Penalty: 5910.436035
	Iteration 41Q: 3 clusters Score -2.088285e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 147429 members 
Entering Unmasked Estep 
Score: -20882862.000000 Penalty: 5910.436035
	Iteration 42Q: 3 clusters Score -2.088286e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 147420 members 
Entering Unmasked Estep 
Score: -20882840.000000 Penalty: 5910.436035
	Iteration 43Q: 3 clusters Score -2.088284e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 147411 members 
Entering Unmasked Estep 
Score: -20882850.000000 Penalty: 5910.436035
	Iteration 44Q: 3 clusters Score -2.088285e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 147398 members 
Entering Unmasked Estep 
Score: -20882856.000000 Penalty: 5910.436035
	Iteration 45Q: 3 clusters Score -2.088286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 147376 members 
Entering Unmasked Estep 
Score: -20882854.000000 Penalty: 5910.436035
	Iteration 46Q: 3 clusters Score -2.088285e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 147356 members 
Entering Unmasked Estep 
Score: -20882866.000000 Penalty: 5910.436035
	Iteration 47Q: 3 clusters Score -2.088287e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 147337 members 
Entering Unmasked Estep 
Score: -20882878.000000 Penalty: 5910.436035
	Iteration 48Q: 3 clusters Score -2.088288e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 147325 members 
Entering Unmasked Estep 
Score: -20882904.000000 Penalty: 5910.436035
	Iteration 49Q: 3 clusters Score -2.08829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 147310 members 
Entering Unmasked Estep 
Score: -20882894.000000 Penalty: 5910.436035
	Iteration 50Q: 3 clusters Score -2.088289e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 147289 members 
Entering Unmasked Estep 
Score: -20882914.000000 Penalty: 5910.436035
	Iteration 51Q: 3 clusters Score -2.088291e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 147268 members 
Entering Unmasked Estep 
Score: -20882888.000000 Penalty: 5910.436035
	Iteration 52Q: 3 clusters Score -2.088289e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 147249 members 
Entering Unmasked Estep 
Score: -20882890.000000 Penalty: 5910.436035
	Iteration 53Q: 3 clusters Score -2.088289e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 147227 members 
Entering Unmasked Estep 
Score: -20882932.000000 Penalty: 5910.436035
	Iteration 54Q: 3 clusters Score -2.088293e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 147219 members 
Entering Unmasked Estep 
Score: -20882934.000000 Penalty: 5910.436035
	Iteration 55Q: 3 clusters Score -2.088293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 147213 members 
Entering Unmasked Estep 
Score: -20882912.000000 Penalty: 5910.436035
	Iteration 56Q: 3 clusters Score -2.088291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 147196 members 
Entering Unmasked Estep 
Score: -20882958.000000 Penalty: 5910.436035
	Iteration 57Q: 3 clusters Score -2.088296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 147185 members 
Entering Unmasked Estep 
Score: -20882968.000000 Penalty: 5910.436035
	Iteration 58Q: 3 clusters Score -2.088297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -20882998.000000 Penalty: 5910.436035
	Iteration 59Q: 3 clusters Score -2.0883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 147172 members 
Entering Unmasked Estep 
Score: -20882982.000000 Penalty: 5910.436035
	Iteration 60F: 3 clusters Score -2.088298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 147167 members 
Entering Unmasked Estep 
Score: -20882978.000000 Penalty: 5910.436035
	Iteration 61Q: 3 clusters Score -2.088298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 147160 members 
Entering Unmasked Estep 
Score: -20882964.000000 Penalty: 5910.436035
	Iteration 62Q: 3 clusters Score -2.088296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 147156 members 
Entering Unmasked Estep 
Score: -20882948.000000 Penalty: 5910.436035
	Iteration 63Q: 3 clusters Score -2.088295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 147153 members 
Entering Unmasked Estep 
Score: -20882956.000000 Penalty: 5910.436035
	Iteration 64Q: 3 clusters Score -2.088296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -20882972.000000 Penalty: 5910.436035
	Iteration 65Q: 3 clusters Score -2.088297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 147145 members 
Entering Unmasked Estep 
Score: -20882996.000000 Penalty: 5910.436035
	Iteration 66Q: 3 clusters Score -2.0883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 147142 members 
Entering Unmasked Estep 
Score: -20882998.000000 Penalty: 5910.436035
	Iteration 67Q: 3 clusters Score -2.0883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -20882974.000000 Penalty: 5910.436035
	Iteration 68Q: 3 clusters Score -2.088297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 147138 members 
Entering Unmasked Estep 
Score: -20882962.000000 Penalty: 5910.436035
	Iteration 69Q: 3 clusters Score -2.088296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -20882966.000000 Penalty: 5910.436035
	Iteration 70Q: 3 clusters Score -2.088297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 147134 members 
Entering Unmasked Estep 
Score: -20882966.000000 Penalty: 5910.436035
	Iteration 71Q: 3 clusters Score -2.088297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -20882966.000000 Penalty: 5910.436035
	Iteration 72Q: 3 clusters Score -2.088297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 147124 members 
Entering Unmasked Estep 
Score: -20882976.000000 Penalty: 5910.436035
	Iteration 73Q: 3 clusters Score -2.088298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 147122 members 
Entering Unmasked Estep 
Score: -20882960.000000 Penalty: 5910.436035
	Iteration 74Q: 3 clusters Score -2.088296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 147119 members 
Entering Unmasked Estep 
Score: -20882970.000000 Penalty: 5910.436035
	Iteration 75Q: 3 clusters Score -2.088297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 147116 members 
Entering Unmasked Estep 
Score: -20882978.000000 Penalty: 5910.436035
	Iteration 76Q: 3 clusters Score -2.088298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -20882980.000000 Penalty: 5910.436035
	Iteration 77Q: 3 clusters Score -2.088298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 147107 members 
Entering Unmasked Estep 
Score: -20882978.000000 Penalty: 5910.436035
	Iteration 78Q: 3 clusters Score -2.088298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 147103 members 
Entering Unmasked Estep 
Score: -20882974.000000 Penalty: 5910.436035
	Iteration 79Q: 3 clusters Score -2.088297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 147097 members 
Entering Unmasked Estep 
Score: -20882976.000000 Penalty: 5910.436035
	Iteration 80F: 3 clusters Score -2.088298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -20882968.000000 Penalty: 5910.436035
	Iteration 81Q: 3 clusters Score -2.088297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 147088 members 
Entering Unmasked Estep 
Score: -20882980.000000 Penalty: 5910.436035
	Iteration 82Q: 3 clusters Score -2.088298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 147086 members 
Entering Unmasked Estep 
Score: -20882970.000000 Penalty: 5910.436035
	Iteration 83Q: 3 clusters Score -2.088297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 147083 members 
Entering Unmasked Estep 
Score: -20882982.000000 Penalty: 5910.436035
	Iteration 84Q: 3 clusters Score -2.088298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 147080 members 
Entering Unmasked Estep 
Score: -20882994.000000 Penalty: 5910.436035
	Iteration 85Q: 3 clusters Score -2.088299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -20883006.000000 Penalty: 5910.436035
	Iteration 86Q: 3 clusters Score -2.088301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 147078 members 
Entering Unmasked Estep 
Score: -20882982.000000 Penalty: 5910.436035
	Iteration 87Q: 3 clusters Score -2.088298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -20882970.000000 Penalty: 5910.436035
	Iteration 88Q: 3 clusters Score -2.088297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
Score: -20882974.000000 Penalty: 5910.436035
	Iteration 89Q: 3 clusters Score -2.088297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 147071 members 
Entering Unmasked Estep 
Score: -20882970.000000 Penalty: 5910.436035
	Iteration 90Q: 3 clusters Score -2.088297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -20882982.000000 Penalty: 5910.436035
	Iteration 91Q: 3 clusters Score -2.088298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 147066 members 
Entering Unmasked Estep 
Score: -20883002.000000 Penalty: 5910.436035
	Iteration 92Q: 3 clusters Score -2.0883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 147061 members 
Entering Unmasked Estep 
Score: -20882994.000000 Penalty: 5910.436035
	Iteration 93Q: 3 clusters Score -2.088299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -20882986.000000 Penalty: 5910.436035
	Iteration 94Q: 3 clusters Score -2.088299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -20882986.000000 Penalty: 5910.436035
	Iteration 95F: 3 clusters Score -2.088299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -273366.968750 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273367 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -273844.687500 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273844.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -273960.218750 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273960.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -274018.656250 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -274018.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274056.593750 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -274056.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -274080.562500 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -274080.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -274103.593750 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274103.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274119.062500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274119.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274129.656250 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274129.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -274136.437500 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -274141.187500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274142.843750 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -274142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -274143.625000 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -274143.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -274143.625000 Penalty: 3766.063721
	Iteration 13F: 3 clusters Score -274143.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -228876.125000 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -228876.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226492.187500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -226492.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226877.156250 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -226877.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -226961.968750 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -226962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -227006.671875 Penalty: 3691.766846
	Iteration 3Q: 3 clusters Score -227006.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -227039.515625 Penalty: 3691.766846
	Iteration 4Q: 3 clusters Score -227039.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -227062.093750 Penalty: 3691.766846
	Iteration 5Q: 3 clusters Score -227062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -227077.500000 Penalty: 3691.766846
	Iteration 6Q: 3 clusters Score -227077.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -227088.078125 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -227088.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227096.515625 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -227096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -227104.125000 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -227104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227111.031250 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -227111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227117.218750 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -227117.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -227122.484375 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -227122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227126.312500 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -227126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227128.562500 Penalty: 3691.766846
	Iteration 14Q: 3 clusters Score -227128.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227130.187500 Penalty: 3691.766846
	Iteration 15Q: 3 clusters Score -227130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -227131.531250 Penalty: 3691.766846
	Iteration 16Q: 3 clusters Score -227131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227131.937500 Penalty: 3691.766846
	Iteration 17Q: 3 clusters Score -227131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227134.156250 Penalty: 3691.766846
	Iteration 18Q: 3 clusters Score -227134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227134.156250 Penalty: 3691.766846
	Iteration 19F: 3 clusters Score -227134.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10873 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29489 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32375 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149672 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939224.000000 Penalty: 69427.117188
Iteration 279Q: 22 clusters Score -8.493922e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29488 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32243 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32376 members 
Mstep: Class 16 contains 32043 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80786 members 
Mstep: Class 20 contains 149664 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 280F: 22 clusters Score -8.49392e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29483 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32377 members 
Mstep: Class 16 contains 32044 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80782 members 
Mstep: Class 20 contains 149676 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939200.000000 Penalty: 69427.117188
Iteration 281Q: 22 clusters Score -8.49392e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167488 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29479 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32240 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32381 members 
Mstep: Class 16 contains 32040 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80780 members 
Mstep: Class 20 contains 149674 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 282Q: 22 clusters Score -8.493924e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29478 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32386 members 
Mstep: Class 16 contains 32036 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 149675 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939296.000000 Penalty: 69427.117188
Iteration 283Q: 22 clusters Score -8.49393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29481 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32387 members 
Mstep: Class 16 contains 32034 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80779 members 
Mstep: Class 20 contains 149682 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 284Q: 22 clusters Score -8.493926e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29480 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21238 members 
Mstep: Class 10 contains 32241 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32393 members 
Mstep: Class 16 contains 32031 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24181 members 
Mstep: Class 19 contains 80779 members 
Mstep: Class 20 contains 149684 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 285Q: 22 clusters Score -8.493926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29480 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32400 members 
Mstep: Class 16 contains 32031 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 149669 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 286Q: 22 clusters Score -8.493927e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29480 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32405 members 
Mstep: Class 16 contains 32030 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80788 members 
Mstep: Class 20 contains 149660 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 287Q: 22 clusters Score -8.493926e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29481 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32236 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32412 members 
Mstep: Class 16 contains 32029 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80795 members 
Mstep: Class 20 contains 149652 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 288Q: 22 clusters Score -8.493932e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29479 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32425 members 
Mstep: Class 16 contains 32027 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 149647 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939328.000000 Penalty: 69427.117188
Iteration 289Q: 22 clusters Score -8.493933e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10869 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29478 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32431 members 
Mstep: Class 16 contains 32027 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80796 members 
Mstep: Class 20 contains 149648 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939304.000000 Penalty: 69427.117188
Iteration 290Q: 22 clusters Score -8.49393e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10868 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29478 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21228 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32437 members 
Mstep: Class 16 contains 32025 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 149657 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939288.000000 Penalty: 69427.117188
Iteration 291Q: 22 clusters Score -8.493929e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167457 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10868 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29476 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32444 members 
Mstep: Class 16 contains 32024 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80799 members 
Mstep: Class 20 contains 149665 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 292Q: 22 clusters Score -8.493925e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10867 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29475 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32450 members 
Mstep: Class 16 contains 32020 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24180 members 
Mstep: Class 19 contains 80797 members 
Mstep: Class 20 contains 149667 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 293Q: 22 clusters Score -8.493927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167454 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 23838 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29474 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32454 members 
Mstep: Class 16 contains 32016 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24182 members 
Mstep: Class 19 contains 80798 members 
Mstep: Class 20 contains 149663 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 294Q: 22 clusters Score -8.493926e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23837 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29474 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32456 members 
Mstep: Class 16 contains 32016 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80796 members 
Mstep: Class 20 contains 149657 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 295Q: 22 clusters Score -8.493925e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23836 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29471 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32459 members 
Mstep: Class 16 contains 32018 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24183 members 
Mstep: Class 19 contains 80791 members 
Mstep: Class 20 contains 149664 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939208.000000 Penalty: 69427.117188
Iteration 296Q: 22 clusters Score -8.493921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29471 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32464 members 
Mstep: Class 16 contains 32017 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24179 members 
Mstep: Class 19 contains 80787 members 
Mstep: Class 20 contains 149669 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939144.000000 Penalty: 69427.117188
Iteration 297Q: 22 clusters Score -8.493914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167459 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29471 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32466 members 
Mstep: Class 16 contains 32017 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24177 members 
Mstep: Class 19 contains 80783 members 
Mstep: Class 20 contains 149674 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939128.000000 Penalty: 69427.117188
Iteration 298Q: 22 clusters Score -8.493913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167462 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23834 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29471 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32472 members 
Mstep: Class 16 contains 32017 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24176 members 
Mstep: Class 19 contains 80782 members 
Mstep: Class 20 contains 149666 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 299Q: 22 clusters Score -8.493919e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167466 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29470 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32473 members 
Mstep: Class 16 contains 32017 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24173 members 
Mstep: Class 19 contains 80781 members 
Mstep: Class 20 contains 149667 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 300F: 22 clusters Score -8.493919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29469 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32473 members 
Mstep: Class 16 contains 32018 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24170 members 
Mstep: Class 19 contains 80781 members 
Mstep: Class 20 contains 149664 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939208.000000 Penalty: 69427.117188
Iteration 301Q: 22 clusters Score -8.493921e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167472 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29468 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32477 members 
Mstep: Class 16 contains 32018 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24167 members 
Mstep: Class 19 contains 80778 members 
Mstep: Class 20 contains 149668 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939144.000000 Penalty: 69427.117188
Iteration 302Q: 22 clusters Score -8.493914e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10862 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29468 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 16 contains 32019 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24164 members 
Mstep: Class 19 contains 80776 members 
Mstep: Class 20 contains 149664 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939208.000000 Penalty: 69427.117188
Iteration 303Q: 22 clusters Score -8.493921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167474 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10860 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29468 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32233 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32481 members 
Mstep: Class 16 contains 32017 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24163 members 
Mstep: Class 19 contains 80774 members 
Mstep: Class 20 contains 149667 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939184.000000 Penalty: 69427.117188
Iteration 304Q: 22 clusters Score -8.493918e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10862 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29469 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32238 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 16 contains 32012 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24159 members 
Mstep: Class 19 contains 80770 members 
Mstep: Class 20 contains 149663 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 305Q: 22 clusters Score -8.493926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29467 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32239 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 16 contains 32012 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24156 members 
Mstep: Class 19 contains 80766 members 
Mstep: Class 20 contains 149670 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939192.000000 Penalty: 69427.117188
Iteration 306Q: 22 clusters Score -8.493919e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167484 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10862 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32233 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32483 members 
Mstep: Class 16 contains 32009 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24154 members 
Mstep: Class 19 contains 80760 members 
Mstep: Class 20 contains 149675 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 307Q: 22 clusters Score -8.493924e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21250 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32485 members 
Mstep: Class 16 contains 32007 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24152 members 
Mstep: Class 19 contains 80762 members 
Mstep: Class 20 contains 149664 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 308Q: 22 clusters Score -8.493932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21251 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32488 members 
Mstep: Class 16 contains 32006 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24149 members 
Mstep: Class 19 contains 80759 members 
Mstep: Class 20 contains 149663 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 309Q: 22 clusters Score -8.493922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21251 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32493 members 
Mstep: Class 16 contains 32005 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24144 members 
Mstep: Class 19 contains 80759 members 
Mstep: Class 20 contains 149666 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 310Q: 22 clusters Score -8.493925e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21251 members 
Mstep: Class 10 contains 32234 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32496 members 
Mstep: Class 16 contains 32005 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24143 members 
Mstep: Class 19 contains 80763 members 
Mstep: Class 20 contains 149656 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939248.000000 Penalty: 69427.117188
Iteration 311Q: 22 clusters Score -8.493925e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21250 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32499 members 
Mstep: Class 16 contains 32003 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24142 members 
Mstep: Class 19 contains 80763 members 
Mstep: Class 20 contains 149659 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 312Q: 22 clusters Score -8.493926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29467 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21248 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32500 members 
Mstep: Class 16 contains 32003 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24141 members 
Mstep: Class 19 contains 80758 members 
Mstep: Class 20 contains 149669 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939264.000000 Penalty: 69427.117188
Iteration 313Q: 22 clusters Score -8.493926e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32231 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32500 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24139 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 149671 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 314Q: 22 clusters Score -8.493922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29466 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32502 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24138 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 149669 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939232.000000 Penalty: 69427.117188
Iteration 315Q: 22 clusters Score -8.493923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 32235 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32503 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 80757 members 
Mstep: Class 20 contains 149675 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939240.000000 Penalty: 69427.117188
Iteration 316Q: 22 clusters Score -8.493924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32233 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32504 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80756 members 
Mstep: Class 20 contains 149678 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939216.000000 Penalty: 69427.117188
Iteration 317Q: 22 clusters Score -8.493922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29463 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32230 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32505 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149676 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939256.000000 Penalty: 69427.117188
Iteration 318Q: 22 clusters Score -8.493926e+07 nChanged 37
Entering ConstructFrom: 
Score: -84939256.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167508 members 
Entering Unmasked Estep 
Score: -23354824.000000 Penalty: 2983.139160
	Iteration 0F: 2 clusters Score -2.335482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83967 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -23245762.000000 Penalty: 5966.278320
	Iteration 0F: 3 clusters Score -2.324576e+07 nChanged 80269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -23293018.000000 Penalty: 5966.278320
	Iteration 1F: 3 clusters Score -2.329302e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91608 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -23294120.000000 Penalty: 5966.278320
	Iteration 2Q: 3 clusters Score -2.329412e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -23295850.000000 Penalty: 5966.278320
	Iteration 3Q: 3 clusters Score -2.329585e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -23298920.000000 Penalty: 5966.278320
	Iteration 4Q: 3 clusters Score -2.329892e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111299 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -23305246.000000 Penalty: 5966.278320
	Iteration 5F: 3 clusters Score -2.330525e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123678 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -23315806.000000 Penalty: 5966.278320
	Iteration 6F: 3 clusters Score -2.331581e+07 nChanged 14744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137596 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -23329736.000000 Penalty: 5966.278320
	Iteration 7F: 3 clusters Score -2.332974e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149112 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -23341700.000000 Penalty: 5966.278320
	Iteration 8F: 3 clusters Score -2.33417e+07 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -23349316.000000 Penalty: 5966.278320
	Iteration 9Q: 3 clusters Score -2.334932e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -23352352.000000 Penalty: 5966.278320
	Iteration 10Q: 3 clusters Score -2.335235e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160138 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -23353382.000000 Penalty: 5966.278320
	Iteration 11Q: 3 clusters Score -2.335338e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -23353756.000000 Penalty: 5966.278320
	Iteration 12Q: 3 clusters Score -2.335376e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -23353772.000000 Penalty: 5966.278320
	Iteration 13Q: 3 clusters Score -2.335377e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162297 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -23353768.000000 Penalty: 5966.278320
	Iteration 14Q: 3 clusters Score -2.335377e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162736 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -23353762.000000 Penalty: 5966.278320
	Iteration 15Q: 3 clusters Score -2.335376e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163122 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -23353746.000000 Penalty: 5966.278320
	Iteration 16Q: 3 clusters Score -2.335375e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163436 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -23353728.000000 Penalty: 5966.278320
	Iteration 17Q: 3 clusters Score -2.335373e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163703 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -23353786.000000 Penalty: 5966.278320
	Iteration 18Q: 3 clusters Score -2.335379e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -23353748.000000 Penalty: 5966.278320
	Iteration 19Q: 3 clusters Score -2.335375e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164131 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -23353722.000000 Penalty: 5966.278320
	Iteration 20F: 3 clusters Score -2.335372e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164292 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -23353724.000000 Penalty: 5966.278320
	Iteration 21Q: 3 clusters Score -2.335372e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164417 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -23353718.000000 Penalty: 5966.278320
	Iteration 22Q: 3 clusters Score -2.335372e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164525 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -23353706.000000 Penalty: 5966.278320
	Iteration 23Q: 3 clusters Score -2.335371e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -23353702.000000 Penalty: 5966.278320
	Iteration 24Q: 3 clusters Score -2.33537e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164700 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -23353628.000000 Penalty: 5966.278320
	Iteration 25Q: 3 clusters Score -2.335363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164785 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -23353630.000000 Penalty: 5966.278320
	Iteration 26Q: 3 clusters Score -2.335363e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -23353610.000000 Penalty: 5966.278320
	Iteration 27Q: 3 clusters Score -2.335361e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164932 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -23353600.000000 Penalty: 5966.278320
	Iteration 28Q: 3 clusters Score -2.33536e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -23353572.000000 Penalty: 5966.278320
	Iteration 29Q: 3 clusters Score -2.335357e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -23353576.000000 Penalty: 5966.278320
	Iteration 30Q: 3 clusters Score -2.335358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165075 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -23353552.000000 Penalty: 5966.278320
	Iteration 31Q: 3 clusters Score -2.335355e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165117 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -23353520.000000 Penalty: 5966.278320
	Iteration 32Q: 3 clusters Score -2.335352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165148 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -23353526.000000 Penalty: 5966.278320
	Iteration 33Q: 3 clusters Score -2.335353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165165 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23353532.000000 Penalty: 5966.278320
	Iteration 34Q: 3 clusters Score -2.335353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165185 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23353522.000000 Penalty: 5966.278320
	Iteration 35Q: 3 clusters Score -2.335352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23353498.000000 Penalty: 5966.278320
	Iteration 36Q: 3 clusters Score -2.33535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -23353484.000000 Penalty: 5966.278320
	Iteration 37Q: 3 clusters Score -2.335348e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165239 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -23353508.000000 Penalty: 5966.278320
	Iteration 38Q: 3 clusters Score -2.335351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -23353508.000000 Penalty: 5966.278320
	Iteration 39Q: 3 clusters Score -2.335351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165261 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -23353488.000000 Penalty: 5966.278320
	Iteration 40F: 3 clusters Score -2.335349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165275 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -23353490.000000 Penalty: 5966.278320
	Iteration 41Q: 3 clusters Score -2.335349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165289 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -23353514.000000 Penalty: 5966.278320
	Iteration 42Q: 3 clusters Score -2.335351e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165304 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23353498.000000 Penalty: 5966.278320
	Iteration 43Q: 3 clusters Score -2.33535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165321 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -23353514.000000 Penalty: 5966.278320
	Iteration 44Q: 3 clusters Score -2.335351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165335 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -23353506.000000 Penalty: 5966.278320
	Iteration 45Q: 3 clusters Score -2.335351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165345 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -23353524.000000 Penalty: 5966.278320
	Iteration 46Q: 3 clusters Score -2.335352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165356 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -23353516.000000 Penalty: 5966.278320
	Iteration 47Q: 3 clusters Score -2.335352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165368 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -23353490.000000 Penalty: 5966.278320
	Iteration 48Q: 3 clusters Score -2.335349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165383 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -23353506.000000 Penalty: 5966.278320
	Iteration 49Q: 3 clusters Score -2.335351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165394 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -23353488.000000 Penalty: 5966.278320
	Iteration 50Q: 3 clusters Score -2.335349e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -23353488.000000 Penalty: 5966.278320
	Iteration 51Q: 3 clusters Score -2.335349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165414 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23353486.000000 Penalty: 5966.278320
	Iteration 52Q: 3 clusters Score -2.335349e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -23353500.000000 Penalty: 5966.278320
	Iteration 53Q: 3 clusters Score -2.33535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165439 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -23353480.000000 Penalty: 5966.278320
	Iteration 54Q: 3 clusters Score -2.335348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165448 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23353496.000000 Penalty: 5966.278320
	Iteration 55Q: 3 clusters Score -2.33535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165460 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23353504.000000 Penalty: 5966.278320
	Iteration 56Q: 3 clusters Score -2.33535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -23353484.000000 Penalty: 5966.278320
	Iteration 57Q: 3 clusters Score -2.335348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -23353474.000000 Penalty: 5966.278320
	Iteration 58Q: 3 clusters Score -2.335347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165510 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23353448.000000 Penalty: 5966.278320
	Iteration 59Q: 3 clusters Score -2.335345e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165529 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23353434.000000 Penalty: 5966.278320
	Iteration 60F: 3 clusters Score -2.335343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23353434.000000 Penalty: 5966.278320
	Iteration 61Q: 3 clusters Score -2.335343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165564 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -23353416.000000 Penalty: 5966.278320
	Iteration 62Q: 3 clusters Score -2.335342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23353418.000000 Penalty: 5966.278320
	Iteration 63Q: 3 clusters Score -2.335342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23353434.000000 Penalty: 5966.278320
	Iteration 64Q: 3 clusters Score -2.335343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165590 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -23353420.000000 Penalty: 5966.278320
	Iteration 65Q: 3 clusters Score -2.335342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -23353416.000000 Penalty: 5966.278320
	Iteration 66Q: 3 clusters Score -2.335342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -23353424.000000 Penalty: 5966.278320
	Iteration 67Q: 3 clusters Score -2.335342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23353414.000000 Penalty: 5966.278320
	Iteration 68Q: 3 clusters Score -2.335341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165595 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23353414.000000 Penalty: 5966.278320
	Iteration 69F: 3 clusters Score -2.335341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 367 members 
Entering Unmasked Estep 
Score: -95119.937500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95119.94 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -95598.804688 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95598.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96131.812500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -96131.81 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96819.390625 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -96819.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97086.625000 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -97086.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97184.218750 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -97184.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97217.406250 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -97217.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97228.789062 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -97228.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97230.687500 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -97230.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97233.179688 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -97233.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97234.203125 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -97234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97234.203125 Penalty: 3306.179199
	Iteration 11F: 3 clusters Score -97234.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 438 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32507 members 
Mstep: Class 15 contains 347 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149671 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
Score: -84937976.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939256.000000 to -84937976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -246395.234375 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -246395.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -243896.656250 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -243896.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244314.484375 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -244314.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244420.265625 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -244420.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244478.859375 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -244478.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244503.546875 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -244503.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244516.484375 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -244516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244529.250000 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -244529.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -244540.671875 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -244540.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -244552.093750 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -244552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244560.031250 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -244560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244566.609375 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -244566.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -244572.609375 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -244572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244576.562500 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -244576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -244578.625000 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -244578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -244581.562500 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -244581.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -244585.921875 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -244585.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244591.312500 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -244591.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -244595.703125 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -244595.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -244597.953125 Penalty: 3711.410156
	Iteration 18Q: 3 clusters Score -244598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -244603.390625 Penalty: 3711.410156
	Iteration 19Q: 3 clusters Score -244603.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244605.187500 Penalty: 3711.410156
	Iteration 20F: 3 clusters Score -244605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -244607.265625 Penalty: 3711.410156
	Iteration 21Q: 3 clusters Score -244607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -244611.390625 Penalty: 3711.410156
	Iteration 22Q: 3 clusters Score -244611.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244613.343750 Penalty: 3711.410156
	Iteration 23Q: 3 clusters Score -244613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -244613.812500 Penalty: 3711.410156
	Iteration 24Q: 3 clusters Score -244613.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -244614.656250 Penalty: 3711.410156
	Iteration 25Q: 3 clusters Score -244614.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -244615.281250 Penalty: 3711.410156
	Iteration 26Q: 3 clusters Score -244615.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244616.312500 Penalty: 3711.410156
	Iteration 27Q: 3 clusters Score -244616.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -244617.390625 Penalty: 3711.410156
	Iteration 28Q: 3 clusters Score -244617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244618.421875 Penalty: 3711.410156
	Iteration 29Q: 3 clusters Score -244618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244619.921875 Penalty: 3711.410156
	Iteration 30Q: 3 clusters Score -244619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244621.781250 Penalty: 3711.410156
	Iteration 31Q: 3 clusters Score -244621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -244623.203125 Penalty: 3711.410156
	Iteration 32Q: 3 clusters Score -244623.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244623.703125 Penalty: 3711.410156
	Iteration 33Q: 3 clusters Score -244623.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -244623.703125 Penalty: 3711.410156
	Iteration 34F: 3 clusters Score -244623.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Entering Unmasked Estep 
Score: -1545534.750000 Penalty: 2304.716064
	Iteration 0F: 2 clusters Score -1545535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1537303.000000 Penalty: 4609.432129
	Iteration 0F: 3 clusters Score -1537303 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1539766.375000 Penalty: 4609.432129
	Iteration 1F: 3 clusters Score -1539766 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1540060.250000 Penalty: 4609.432129
	Iteration 2F: 3 clusters Score -1540060 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1540257.500000 Penalty: 4609.432129
	Iteration 3Q: 3 clusters Score -1540258 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1540392.625000 Penalty: 4609.432129
	Iteration 4Q: 3 clusters Score -1540393 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1540523.750000 Penalty: 4609.432129
	Iteration 5Q: 3 clusters Score -1540524 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1540608.250000 Penalty: 4609.432129
	Iteration 6Q: 3 clusters Score -1540608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1540676.375000 Penalty: 4609.432129
	Iteration 7Q: 3 clusters Score -1540676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1540721.000000 Penalty: 4609.432129
	Iteration 8Q: 3 clusters Score -1540721 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1540762.000000 Penalty: 4609.432129
	Iteration 9Q: 3 clusters Score -1540762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1540796.125000 Penalty: 4609.432129
	Iteration 10Q: 3 clusters Score -1540796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1540825.000000 Penalty: 4609.432129
	Iteration 11Q: 3 clusters Score -1540825 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1540861.750000 Penalty: 4609.432129
	Iteration 12Q: 3 clusters Score -1540862 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1540891.000000 Penalty: 4609.432129
	Iteration 13Q: 3 clusters Score -1540891 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1540925.500000 Penalty: 4609.432129
	Iteration 14Q: 3 clusters Score -1540926 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1540976.750000 Penalty: 4609.432129
	Iteration 15Q: 3 clusters Score -1540977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1541021.750000 Penalty: 4609.432129
	Iteration 16Q: 3 clusters Score -1541022 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1541074.250000 Penalty: 4609.432129
	Iteration 17Q: 3 clusters Score -1541074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1541139.250000 Penalty: 4609.432129
	Iteration 18Q: 3 clusters Score -1541139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1541218.375000 Penalty: 4609.432129
	Iteration 19Q: 3 clusters Score -1541218 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1541306.750000 Penalty: 4609.432129
	Iteration 20F: 3 clusters Score -1541307 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1541417.500000 Penalty: 4609.432129
	Iteration 21Q: 3 clusters Score -1541418 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1541553.875000 Penalty: 4609.432129
	Iteration 22Q: 3 clusters Score -1541554 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1541739.375000 Penalty: 4609.432129
	Iteration 23Q: 3 clusters Score -1541739 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1541946.750000 Penalty: 4609.432129
	Iteration 24Q: 3 clusters Score -1541947 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1542172.875000 Penalty: 4609.432129
	Iteration 25Q: 3 clusters Score -1542173 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1542414.500000 Penalty: 4609.432129
	Iteration 26Q: 3 clusters Score -1542414 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1542649.000000 Penalty: 4609.432129
	Iteration 27Q: 3 clusters Score -1542649 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1542800.000000 Penalty: 4609.432129
	Iteration 28Q: 3 clusters Score -1542800 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1542909.875000 Penalty: 4609.432129
	Iteration 29Q: 3 clusters Score -1542910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1543007.875000 Penalty: 4609.432129
	Iteration 30Q: 3 clusters Score -1543008 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1543089.250000 Penalty: 4609.432129
	Iteration 31Q: 3 clusters Score -1543089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1543163.625000 Penalty: 4609.432129
	Iteration 32Q: 3 clusters Score -1543164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1543223.125000 Penalty: 4609.432129
	Iteration 33Q: 3 clusters Score -1543223 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1543272.625000 Penalty: 4609.432129
	Iteration 34Q: 3 clusters Score -1543273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1543310.625000 Penalty: 4609.432129
	Iteration 35Q: 3 clusters Score -1543311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1543346.750000 Penalty: 4609.432129
	Iteration 36Q: 3 clusters Score -1543347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1543363.625000 Penalty: 4609.432129
	Iteration 37Q: 3 clusters Score -1543364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1543385.125000 Penalty: 4609.432129
	Iteration 38Q: 3 clusters Score -1543385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1543401.125000 Penalty: 4609.432129
	Iteration 39Q: 3 clusters Score -1543401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1543413.375000 Penalty: 4609.432129
	Iteration 40F: 3 clusters Score -1543413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1543421.125000 Penalty: 4609.432129
	Iteration 41Q: 3 clusters Score -1543421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1543426.250000 Penalty: 4609.432129
	Iteration 42Q: 3 clusters Score -1543426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1543429.250000 Penalty: 4609.432129
	Iteration 43Q: 3 clusters Score -1543429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1543431.125000 Penalty: 4609.432129
	Iteration 44Q: 3 clusters Score -1543431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1543433.500000 Penalty: 4609.432129
	Iteration 45Q: 3 clusters Score -1543434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1543437.000000 Penalty: 4609.432129
	Iteration 46Q: 3 clusters Score -1543437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1543437.125000 Penalty: 4609.432129
	Iteration 47Q: 3 clusters Score -1543437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1543441.250000 Penalty: 4609.432129
	Iteration 48Q: 3 clusters Score -1543441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1543442.125000 Penalty: 4609.432129
	Iteration 49Q: 3 clusters Score -1543442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1543444.750000 Penalty: 4609.432129
	Iteration 50Q: 3 clusters Score -1543445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1543443.250000 Penalty: 4609.432129
	Iteration 51Q: 3 clusters Score -1543443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1543447.125000 Penalty: 4609.432129
	Iteration 52Q: 3 clusters Score -1543447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1543449.750000 Penalty: 4609.432129
	Iteration 53Q: 3 clusters Score -1543450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1543449.875000 Penalty: 4609.432129
	Iteration 54Q: 3 clusters Score -1543450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1543448.875000 Penalty: 4609.432129
	Iteration 55Q: 3 clusters Score -1543449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1543450.500000 Penalty: 4609.432129
	Iteration 56Q: 3 clusters Score -1543450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1543450.875000 Penalty: 4609.432129
	Iteration 57Q: 3 clusters Score -1543451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1543450.750000 Penalty: 4609.432129
	Iteration 58Q: 3 clusters Score -1543451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1543452.000000 Penalty: 4609.432129
	Iteration 59Q: 3 clusters Score -1543452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1543453.750000 Penalty: 4609.432129
	Iteration 60F: 3 clusters Score -1543454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Entering Unmasked Estep 
Score: -3383320.500000 Penalty: 2499.528320
	Iteration 0F: 2 clusters Score -3383320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -3366691.750000 Penalty: 4999.056641
	Iteration 0F: 3 clusters Score -3366692 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3372324.500000 Penalty: 4999.056641
	Iteration 1F: 3 clusters Score -3372324 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3372658.000000 Penalty: 4999.056641
	Iteration 2Q: 3 clusters Score -3372658 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -3372933.250000 Penalty: 4999.056641
	Iteration 3Q: 3 clusters Score -3372933 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3373163.750000 Penalty: 4999.056641
	Iteration 4Q: 3 clusters Score -3373164 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -3373405.000000 Penalty: 4999.056641
	Iteration 5Q: 3 clusters Score -3373405 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3373666.000000 Penalty: 4999.056641
	Iteration 6Q: 3 clusters Score -3373666 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -3373931.000000 Penalty: 4999.056641
	Iteration 7Q: 3 clusters Score -3373931 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3374207.750000 Penalty: 4999.056641
	Iteration 8Q: 3 clusters Score -3374208 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3374549.250000 Penalty: 4999.056641
	Iteration 9Q: 3 clusters Score -3374549 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -3374989.750000 Penalty: 4999.056641
	Iteration 10Q: 3 clusters Score -3374990 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3375532.000000 Penalty: 4999.056641
	Iteration 11Q: 3 clusters Score -3375532 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3376136.750000 Penalty: 4999.056641
	Iteration 12Q: 3 clusters Score -3376137 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3376771.500000 Penalty: 4999.056641
	Iteration 13Q: 3 clusters Score -3376772 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -3377379.500000 Penalty: 4999.056641
	Iteration 14Q: 3 clusters Score -3377380 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -3377837.750000 Penalty: 4999.056641
	Iteration 15Q: 3 clusters Score -3377838 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3378141.250000 Penalty: 4999.056641
	Iteration 16Q: 3 clusters Score -3378141 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3378305.750000 Penalty: 4999.056641
	Iteration 17Q: 3 clusters Score -3378306 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3378386.250000 Penalty: 4999.056641
	Iteration 18Q: 3 clusters Score -3378386 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3378453.250000 Penalty: 4999.056641
	Iteration 19Q: 3 clusters Score -3378453 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3378501.500000 Penalty: 4999.056641
	Iteration 20F: 3 clusters Score -3378502 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3378522.750000 Penalty: 4999.056641
	Iteration 21Q: 3 clusters Score -3378523 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -3378571.000000 Penalty: 4999.056641
	Iteration 22Q: 3 clusters Score -3378571 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3378586.500000 Penalty: 4999.056641
	Iteration 23Q: 3 clusters Score -3378586 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3378619.250000 Penalty: 4999.056641
	Iteration 24Q: 3 clusters Score -3378619 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3378649.750000 Penalty: 4999.056641
	Iteration 25Q: 3 clusters Score -3378650 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3378661.750000 Penalty: 4999.056641
	Iteration 26Q: 3 clusters Score -3378662 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -3378698.250000 Penalty: 4999.056641
	Iteration 27Q: 3 clusters Score -3378698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3378716.500000 Penalty: 4999.056641
	Iteration 28Q: 3 clusters Score -3378716 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3378747.500000 Penalty: 4999.056641
	Iteration 29Q: 3 clusters Score -3378748 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3378783.250000 Penalty: 4999.056641
	Iteration 30Q: 3 clusters Score -3378783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3378817.750000 Penalty: 4999.056641
	Iteration 31Q: 3 clusters Score -3378818 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3378839.250000 Penalty: 4999.056641
	Iteration 32Q: 3 clusters Score -3378839 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3378877.750000 Penalty: 4999.056641
	Iteration 33Q: 3 clusters Score -3378878 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3378917.250000 Penalty: 4999.056641
	Iteration 34Q: 3 clusters Score -3378917 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -3378934.750000 Penalty: 4999.056641
	Iteration 35Q: 3 clusters Score -3378935 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -3378981.500000 Penalty: 4999.056641
	Iteration 36Q: 3 clusters Score -3378982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3379017.000000 Penalty: 4999.056641
	Iteration 37Q: 3 clusters Score -3379017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -3379050.000000 Penalty: 4999.056641
	Iteration 38Q: 3 clusters Score -3379050 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3379110.750000 Penalty: 4999.056641
	Iteration 39Q: 3 clusters Score -3379111 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3379157.500000 Penalty: 4999.056641
	Iteration 40F: 3 clusters Score -3379158 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3379218.750000 Penalty: 4999.056641
	Iteration 41Q: 3 clusters Score -3379219 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3379264.000000 Penalty: 4999.056641
	Iteration 42Q: 3 clusters Score -3379264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3379327.500000 Penalty: 4999.056641
	Iteration 43Q: 3 clusters Score -3379328 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3379391.500000 Penalty: 4999.056641
	Iteration 44Q: 3 clusters Score -3379392 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3379463.000000 Penalty: 4999.056641
	Iteration 45Q: 3 clusters Score -3379463 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3379548.750000 Penalty: 4999.056641
	Iteration 46Q: 3 clusters Score -3379549 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3379615.500000 Penalty: 4999.056641
	Iteration 47Q: 3 clusters Score -3379616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3379685.750000 Penalty: 4999.056641
	Iteration 48Q: 3 clusters Score -3379686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3379766.500000 Penalty: 4999.056641
	Iteration 49Q: 3 clusters Score -3379766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3379854.250000 Penalty: 4999.056641
	Iteration 50Q: 3 clusters Score -3379854 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3379938.750000 Penalty: 4999.056641
	Iteration 51Q: 3 clusters Score -3379939 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3380019.250000 Penalty: 4999.056641
	Iteration 52Q: 3 clusters Score -3380019 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3380094.000000 Penalty: 4999.056641
	Iteration 53Q: 3 clusters Score -3380094 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3380208.500000 Penalty: 4999.056641
	Iteration 54Q: 3 clusters Score -3380208 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3380290.750000 Penalty: 4999.056641
	Iteration 55Q: 3 clusters Score -3380291 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -3380391.250000 Penalty: 4999.056641
	Iteration 56Q: 3 clusters Score -3380391 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3380455.750000 Penalty: 4999.056641
	Iteration 57Q: 3 clusters Score -3380456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3380537.000000 Penalty: 4999.056641
	Iteration 58Q: 3 clusters Score -3380537 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3380615.250000 Penalty: 4999.056641
	Iteration 59Q: 3 clusters Score -3380615 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3380679.000000 Penalty: 4999.056641
	Iteration 60F: 3 clusters Score -3380679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3380727.000000 Penalty: 4999.056641
	Iteration 61Q: 3 clusters Score -3380727 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3380762.500000 Penalty: 4999.056641
	Iteration 62Q: 3 clusters Score -3380762 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3380793.250000 Penalty: 4999.056641
	Iteration 63Q: 3 clusters Score -3380793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3380808.250000 Penalty: 4999.056641
	Iteration 64Q: 3 clusters Score -3380808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3380829.250000 Penalty: 4999.056641
	Iteration 65Q: 3 clusters Score -3380829 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3380855.250000 Penalty: 4999.056641
	Iteration 66Q: 3 clusters Score -3380855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3380876.500000 Penalty: 4999.056641
	Iteration 67Q: 3 clusters Score -3380876 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3380897.500000 Penalty: 4999.056641
	Iteration 68Q: 3 clusters Score -3380898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3380932.500000 Penalty: 4999.056641
	Iteration 69Q: 3 clusters Score -3380932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3380942.500000 Penalty: 4999.056641
	Iteration 70Q: 3 clusters Score -3380942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3380950.500000 Penalty: 4999.056641
	Iteration 71Q: 3 clusters Score -3380950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3380961.750000 Penalty: 4999.056641
	Iteration 72Q: 3 clusters Score -3380962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3380975.500000 Penalty: 4999.056641
	Iteration 73Q: 3 clusters Score -3380976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3380994.500000 Penalty: 4999.056641
	Iteration 74Q: 3 clusters Score -3380994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3381006.250000 Penalty: 4999.056641
	Iteration 75Q: 3 clusters Score -3381006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3381018.500000 Penalty: 4999.056641
	Iteration 76Q: 3 clusters Score -3381018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3381035.250000 Penalty: 4999.056641
	Iteration 77Q: 3 clusters Score -3381035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3381050.000000 Penalty: 4999.056641
	Iteration 78Q: 3 clusters Score -3381050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3381055.750000 Penalty: 4999.056641
	Iteration 79Q: 3 clusters Score -3381056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3381065.750000 Penalty: 4999.056641
	Iteration 80F: 3 clusters Score -3381066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3381070.750000 Penalty: 4999.056641
	Iteration 81Q: 3 clusters Score -3381071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3381070.500000 Penalty: 4999.056641
	Iteration 82Q: 3 clusters Score -3381070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3381073.500000 Penalty: 4999.056641
	Iteration 83Q: 3 clusters Score -3381074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3381079.500000 Penalty: 4999.056641
	Iteration 84Q: 3 clusters Score -3381080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3381081.500000 Penalty: 4999.056641
	Iteration 85Q: 3 clusters Score -3381082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3381086.250000 Penalty: 4999.056641
	Iteration 86Q: 3 clusters Score -3381086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3381085.000000 Penalty: 4999.056641
	Iteration 87Q: 3 clusters Score -3381085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3381087.500000 Penalty: 4999.056641
	Iteration 88Q: 3 clusters Score -3381088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3381090.250000 Penalty: 4999.056641
	Iteration 89Q: 3 clusters Score -3381090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3381092.250000 Penalty: 4999.056641
	Iteration 90Q: 3 clusters Score -3381092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3381092.250000 Penalty: 4999.056641
	Iteration 91Q: 3 clusters Score -3381092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3381092.250000 Penalty: 4999.056641
	Iteration 92F: 3 clusters Score -3381092 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 263 members 
Entering Unmasked Estep 
Score: -61799.214844 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61799.21 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62081.386719 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62081.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62285.929688 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62285.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62478.585938 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62478.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62646.679688 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62646.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -62836.585938 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62836.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62953.281250 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62953.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63030.917969 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63030.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63129.382812 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63129.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63265.507812 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63265.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63306.882812 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63306.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -63322.781250 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63322.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63328.863281 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63328.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63337.562500 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63337.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63343.800781 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63346.527344 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63346.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -63346.589844 Penalty: 3116.930664
	Iteration 16F: 3 clusters Score -63346.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63353.277344 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63353.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63365.859375 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -63365.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63377.750000 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63377.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63385.335938 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63385.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63481.023438 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -63481.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63629.261719 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -63629.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -63653.699219 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -63653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63661.367188 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -63661.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63665.531250 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -63665.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63666.429688 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -63666.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63666.429688 Penalty: 3116.930664
	Iteration 27F: 3 clusters Score -63666.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 179 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32507 members 
Mstep: Class 15 contains 357 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149671 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
Score: -84937920.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939256.000000 to -84937920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Entering Unmasked Estep 
Score: -4178534.750000 Penalty: 2552.124023
	Iteration 0F: 2 clusters Score -4178535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -4158320.000000 Penalty: 5104.248047
	Iteration 0F: 3 clusters Score -4158320 nChanged 13209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4165251.000000 Penalty: 5104.248047
	Iteration 1F: 3 clusters Score -4165251 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4165627.000000 Penalty: 5104.248047
	Iteration 2Q: 3 clusters Score -4165627 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4165991.250000 Penalty: 5104.248047
	Iteration 3Q: 3 clusters Score -4165991 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -4166319.250000 Penalty: 5104.248047
	Iteration 4Q: 3 clusters Score -4166319 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4166615.750000 Penalty: 5104.248047
	Iteration 5Q: 3 clusters Score -4166616 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4166937.000000 Penalty: 5104.248047
	Iteration 6Q: 3 clusters Score -4166937 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4167301.500000 Penalty: 5104.248047
	Iteration 7Q: 3 clusters Score -4167302 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4167784.750000 Penalty: 5104.248047
	Iteration 8Q: 3 clusters Score -4167785 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -4168342.000000 Penalty: 5104.248047
	Iteration 9Q: 3 clusters Score -4168342 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4169165.750000 Penalty: 5104.248047
	Iteration 10Q: 3 clusters Score -4169166 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4170333.000000 Penalty: 5104.248047
	Iteration 11F: 3 clusters Score -4170333 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -4171806.750000 Penalty: 5104.248047
	Iteration 12F: 3 clusters Score -4171807 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -4173146.750000 Penalty: 5104.248047
	Iteration 13F: 3 clusters Score -4173147 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -4173839.750000 Penalty: 5104.248047
	Iteration 14Q: 3 clusters Score -4173840 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4174108 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -4174226.500000 Penalty: 5104.248047
	Iteration 16Q: 3 clusters Score -4174226 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4174337 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4174439.500000 Penalty: 5104.248047
	Iteration 18Q: 3 clusters Score -4174440 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4174578.250000 Penalty: 5104.248047
	Iteration 19Q: 3 clusters Score -4174578 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -4174696.000000 Penalty: 5104.248047
	Iteration 20F: 3 clusters Score -4174696 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4174805.250000 Penalty: 5104.248047
	Iteration 21Q: 3 clusters Score -4174805 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -4174898.750000 Penalty: 5104.248047
	Iteration 22Q: 3 clusters Score -4174899 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -4174952.000000 Penalty: 5104.248047
	Iteration 23Q: 3 clusters Score -4174952 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -4175038.750000 Penalty: 5104.248047
	Iteration 24Q: 3 clusters Score -4175039 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4175117.500000 Penalty: 5104.248047
	Iteration 25Q: 3 clusters Score -4175118 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -4175184.000000 Penalty: 5104.248047
	Iteration 26Q: 3 clusters Score -4175184 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4175263.750000 Penalty: 5104.248047
	Iteration 27Q: 3 clusters Score -4175264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4175304.500000 Penalty: 5104.248047
	Iteration 28Q: 3 clusters Score -4175304 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -4175371.750000 Penalty: 5104.248047
	Iteration 29Q: 3 clusters Score -4175372 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4175435.500000 Penalty: 5104.248047
	Iteration 30Q: 3 clusters Score -4175436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -4175483.500000 Penalty: 5104.248047
	Iteration 31Q: 3 clusters Score -4175484 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4175544.000000 Penalty: 5104.248047
	Iteration 32Q: 3 clusters Score -4175544 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4175600.500000 Penalty: 5104.248047
	Iteration 33Q: 3 clusters Score -4175600 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4175653.750000 Penalty: 5104.248047
	Iteration 34Q: 3 clusters Score -4175654 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4175690.250000 Penalty: 5104.248047
	Iteration 35Q: 3 clusters Score -4175690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -4175716.500000 Penalty: 5104.248047
	Iteration 36Q: 3 clusters Score -4175716 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4175770 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4175790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4175831.750000 Penalty: 5104.248047
	Iteration 39Q: 3 clusters Score -4175832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4175884.250000 Penalty: 5104.248047
	Iteration 40F: 3 clusters Score -4175884 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4175941 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4175991 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4176029 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4176078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4176103.000000 Penalty: 5104.248047
	Iteration 45Q: 3 clusters Score -4176103 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4176138.000000 Penalty: 5104.248047
	Iteration 46Q: 3 clusters Score -4176138 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4176163.750000 Penalty: 5104.248047
	Iteration 47Q: 3 clusters Score -4176164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4176174.000000 Penalty: 5104.248047
	Iteration 48Q: 3 clusters Score -4176174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4176201.750000 Penalty: 5104.248047
	Iteration 49Q: 3 clusters Score -4176202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4176209.750000 Penalty: 5104.248047
	Iteration 50Q: 3 clusters Score -4176210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4176234.000000 Penalty: 5104.248047
	Iteration 51Q: 3 clusters Score -4176234 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4176255.750000 Penalty: 5104.248047
	Iteration 52Q: 3 clusters Score -4176256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4176268.750000 Penalty: 5104.248047
	Iteration 53Q: 3 clusters Score -4176269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4176278.250000 Penalty: 5104.248047
	Iteration 54Q: 3 clusters Score -4176278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4176284.500000 Penalty: 5104.248047
	Iteration 55Q: 3 clusters Score -4176284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4176287.500000 Penalty: 5104.248047
	Iteration 56Q: 3 clusters Score -4176288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4176297.750000 Penalty: 5104.248047
	Iteration 57Q: 3 clusters Score -4176298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4176306.000000 Penalty: 5104.248047
	Iteration 58Q: 3 clusters Score -4176306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4176303.250000 Penalty: 5104.248047
	Iteration 59Q: 3 clusters Score -4176303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4176305.500000 Penalty: 5104.248047
	Iteration 60F: 3 clusters Score -4176306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4176305.250000 Penalty: 5104.248047
	Iteration 61Q: 3 clusters Score -4176305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4176304.000000 Penalty: 5104.248047
	Iteration 62Q: 3 clusters Score -4176304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4176305.500000 Penalty: 5104.248047
	Iteration 63Q: 3 clusters Score -4176306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4176318.500000 Penalty: 5104.248047
	Iteration 64Q: 3 clusters Score -4176318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4176324.750000 Penalty: 5104.248047
	Iteration 65Q: 3 clusters Score -4176325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4176321.000000 Penalty: 5104.248047
	Iteration 66Q: 3 clusters Score -4176321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4176336.000000 Penalty: 5104.248047
	Iteration 67Q: 3 clusters Score -4176336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4176339.750000 Penalty: 5104.248047
	Iteration 68Q: 3 clusters Score -4176340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4176336.750000 Penalty: 5104.248047
	Iteration 69Q: 3 clusters Score -4176337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4176340.250000 Penalty: 5104.248047
	Iteration 70Q: 3 clusters Score -4176340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4176336.500000 Penalty: 5104.248047
	Iteration 71Q: 3 clusters Score -4176336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4176338.750000 Penalty: 5104.248047
	Iteration 72Q: 3 clusters Score -4176339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4176346.500000 Penalty: 5104.248047
	Iteration 73Q: 3 clusters Score -4176346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4176350.500000 Penalty: 5104.248047
	Iteration 74Q: 3 clusters Score -4176350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4176352.250000 Penalty: 5104.248047
	Iteration 75Q: 3 clusters Score -4176352 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4176354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4176349.500000 Penalty: 5104.248047
	Iteration 77Q: 3 clusters Score -4176350 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4176352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4176354.750000 Penalty: 5104.248047
	Iteration 79Q: 3 clusters Score -4176355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4176355.750000 Penalty: 5104.248047
	Iteration 80F: 3 clusters Score -4176356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4176352.000000 Penalty: 5104.248047
	Iteration 81Q: 3 clusters Score -4176352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4176352.750000 Penalty: 5104.248047
	Iteration 82Q: 3 clusters Score -4176353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4176355.500000 Penalty: 5104.248047
	Iteration 83Q: 3 clusters Score -4176356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4176360.250000 Penalty: 5104.248047
	Iteration 84Q: 3 clusters Score -4176360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4176354.500000 Penalty: 5104.248047
	Iteration 85Q: 3 clusters Score -4176354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4176369.250000 Penalty: 5104.248047
	Iteration 86Q: 3 clusters Score -4176369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4176369.250000 Penalty: 5104.248047
	Iteration 87Q: 3 clusters Score -4176369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4176382.500000 Penalty: 5104.248047
	Iteration 88Q: 3 clusters Score -4176382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4176382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4176384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4176393.500000 Penalty: 5104.248047
	Iteration 91Q: 3 clusters Score -4176394 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4176392.750000 Penalty: 5104.248047
	Iteration 92Q: 3 clusters Score -4176393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4176398.250000 Penalty: 5104.248047
	Iteration 93Q: 3 clusters Score -4176398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4176396.750000 Penalty: 5104.248047
	Iteration 94Q: 3 clusters Score -4176397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4176398.750000 Penalty: 5104.248047
	Iteration 95Q: 3 clusters Score -4176399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4176398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4176398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4176390.000000 Penalty: 5104.248047
	Iteration 98Q: 3 clusters Score -4176390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4176398.000000 Penalty: 5104.248047
	Iteration 99Q: 3 clusters Score -4176398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4176404.750000 Penalty: 5104.248047
	Iteration 100F: 3 clusters Score -4176405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4176406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4176406 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4176408.250000 Penalty: 5104.248047
	Iteration 103Q: 3 clusters Score -4176408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4176406.500000 Penalty: 5104.248047
	Iteration 104Q: 3 clusters Score -4176406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4176402.750000 Penalty: 5104.248047
	Iteration 105Q: 3 clusters Score -4176403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4176403.750000 Penalty: 5104.248047
	Iteration 106Q: 3 clusters Score -4176404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4176406.250000 Penalty: 5104.248047
	Iteration 107Q: 3 clusters Score -4176406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4176403.000000 Penalty: 5104.248047
	Iteration 108Q: 3 clusters Score -4176403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4176412.250000 Penalty: 5104.248047
	Iteration 109Q: 3 clusters Score -4176412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4176419.750000 Penalty: 5104.248047
	Iteration 110Q: 3 clusters Score -4176420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4176415.500000 Penalty: 5104.248047
	Iteration 111Q: 3 clusters Score -4176416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4176412.250000 Penalty: 5104.248047
	Iteration 112Q: 3 clusters Score -4176412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4176414.500000 Penalty: 5104.248047
	Iteration 113Q: 3 clusters Score -4176414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4176413.250000 Penalty: 5104.248047
	Iteration 114Q: 3 clusters Score -4176413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4176416.750000 Penalty: 5104.248047
	Iteration 115Q: 3 clusters Score -4176417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4176416.750000 Penalty: 5104.248047
	Iteration 116F: 3 clusters Score -4176417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84912.578125 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84912.58 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85161.929688 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85161.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85252.218750 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85252.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85299.000000 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85355.257812 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85355.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85388.117188 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85388.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85406.093750 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85406.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85419.023438 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85419.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85425.539062 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85425.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85432.726562 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85432.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85442.726562 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85442.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85448.328125 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85448.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85450.921875 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85450.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85452.453125 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85452.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85458.656250 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85458.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85462.640625 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85462.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85463.937500 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -85463.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85463.937500 Penalty: 3242.917236
	Iteration 17F: 3 clusters Score -85463.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Entering Unmasked Estep 
Score: -3011082.000000 Penalty: 2471.064941
	Iteration 0F: 2 clusters Score -3011082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2996300.500000 Penalty: 4942.129883
	Iteration 0F: 3 clusters Score -2996300 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -3001216.250000 Penalty: 4942.129883
	Iteration 1F: 3 clusters Score -3001216 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3001661.000000 Penalty: 4942.129883
	Iteration 2F: 3 clusters Score -3001661 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3002028.000000 Penalty: 4942.129883
	Iteration 3Q: 3 clusters Score -3002028 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3002438.750000 Penalty: 4942.129883
	Iteration 4Q: 3 clusters Score -3002439 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3002927.750000 Penalty: 4942.129883
	Iteration 5Q: 3 clusters Score -3002928 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3003532.000000 Penalty: 4942.129883
	Iteration 6Q: 3 clusters Score -3003532 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3004328.500000 Penalty: 4942.129883
	Iteration 7F: 3 clusters Score -3004328 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3005279.250000 Penalty: 4942.129883
	Iteration 8F: 3 clusters Score -3005279 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3006344.000000 Penalty: 4942.129883
	Iteration 9F: 3 clusters Score -3006344 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3007289.500000 Penalty: 4942.129883
	Iteration 10Q: 3 clusters Score -3007290 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3007924.500000 Penalty: 4942.129883
	Iteration 11Q: 3 clusters Score -3007924 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3008342.250000 Penalty: 4942.129883
	Iteration 12Q: 3 clusters Score -3008342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3008555.750000 Penalty: 4942.129883
	Iteration 13Q: 3 clusters Score -3008556 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3008699.000000 Penalty: 4942.129883
	Iteration 14Q: 3 clusters Score -3008699 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3008784.000000 Penalty: 4942.129883
	Iteration 15Q: 3 clusters Score -3008784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3008828.750000 Penalty: 4942.129883
	Iteration 16Q: 3 clusters Score -3008829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3008861.250000 Penalty: 4942.129883
	Iteration 17Q: 3 clusters Score -3008861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3008874.750000 Penalty: 4942.129883
	Iteration 18Q: 3 clusters Score -3008875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3008893.000000 Penalty: 4942.129883
	Iteration 19Q: 3 clusters Score -3008893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3008907.000000 Penalty: 4942.129883
	Iteration 20F: 3 clusters Score -3008907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3008916.500000 Penalty: 4942.129883
	Iteration 21Q: 3 clusters Score -3008916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3008916.500000 Penalty: 4942.129883
	Iteration 22Q: 3 clusters Score -3008916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3008918.000000 Penalty: 4942.129883
	Iteration 23Q: 3 clusters Score -3008918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3008921.750000 Penalty: 4942.129883
	Iteration 24Q: 3 clusters Score -3008922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3008923.500000 Penalty: 4942.129883
	Iteration 25Q: 3 clusters Score -3008924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3008926.250000 Penalty: 4942.129883
	Iteration 26Q: 3 clusters Score -3008926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3008927.250000 Penalty: 4942.129883
	Iteration 27Q: 3 clusters Score -3008927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3008931.000000 Penalty: 4942.129883
	Iteration 28Q: 3 clusters Score -3008931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3008933.500000 Penalty: 4942.129883
	Iteration 29Q: 3 clusters Score -3008934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3008933.500000 Penalty: 4942.129883
	Iteration 30F: 3 clusters Score -3008934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Entering Unmasked Estep 
Score: -4567013.000000 Penalty: 2574.378906
	Iteration 0F: 2 clusters Score -4567013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -4544796.500000 Penalty: 5148.757812
	Iteration 0F: 3 clusters Score -4544796 nChanged 14631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4552784.500000 Penalty: 5148.757812
	Iteration 1F: 3 clusters Score -4552784 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4553217.500000 Penalty: 5148.757812
	Iteration 2Q: 3 clusters Score -4553218 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4553617.500000 Penalty: 5148.757812
	Iteration 3Q: 3 clusters Score -4553618 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4554097.500000 Penalty: 5148.757812
	Iteration 4Q: 3 clusters Score -4554098 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4554883.000000 Penalty: 5148.757812
	Iteration 5Q: 3 clusters Score -4554883 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4556035.500000 Penalty: 5148.757812
	Iteration 6F: 3 clusters Score -4556036 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4557814.000000 Penalty: 5148.757812
	Iteration 7F: 3 clusters Score -4557814 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4559961.500000 Penalty: 5148.757812
	Iteration 8F: 3 clusters Score -4559962 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -4561924.000000 Penalty: 5148.757812
	Iteration 9F: 3 clusters Score -4561924 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4563321.500000 Penalty: 5148.757812
	Iteration 10Q: 3 clusters Score -4563322 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4564069.000000 Penalty: 5148.757812
	Iteration 11Q: 3 clusters Score -4564069 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4564448.000000 Penalty: 5148.757812
	Iteration 12Q: 3 clusters Score -4564448 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4564700.500000 Penalty: 5148.757812
	Iteration 13Q: 3 clusters Score -4564700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4564819.500000 Penalty: 5148.757812
	Iteration 14Q: 3 clusters Score -4564820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4564890.000000 Penalty: 5148.757812
	Iteration 15Q: 3 clusters Score -4564890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4564943.500000 Penalty: 5148.757812
	Iteration 16Q: 3 clusters Score -4564944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4564964.500000 Penalty: 5148.757812
	Iteration 17Q: 3 clusters Score -4564964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4564987.000000 Penalty: 5148.757812
	Iteration 18Q: 3 clusters Score -4564987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -4565002.000000 Penalty: 5148.757812
	Iteration 19Q: 3 clusters Score -4565002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4565012.500000 Penalty: 5148.757812
	Iteration 20F: 3 clusters Score -4565012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4565023.500000 Penalty: 5148.757812
	Iteration 21Q: 3 clusters Score -4565024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4565035.000000 Penalty: 5148.757812
	Iteration 22Q: 3 clusters Score -4565035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4565041.500000 Penalty: 5148.757812
	Iteration 23Q: 3 clusters Score -4565042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4565053.000000 Penalty: 5148.757812
	Iteration 24Q: 3 clusters Score -4565053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4565052.500000 Penalty: 5148.757812
	Iteration 25Q: 3 clusters Score -4565052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4565052.000000 Penalty: 5148.757812
	Iteration 26Q: 3 clusters Score -4565052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4565056.500000 Penalty: 5148.757812
	Iteration 27Q: 3 clusters Score -4565056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4565060.000000 Penalty: 5148.757812
	Iteration 28Q: 3 clusters Score -4565060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4565061.000000 Penalty: 5148.757812
	Iteration 29Q: 3 clusters Score -4565061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4565063.500000 Penalty: 5148.757812
	Iteration 30Q: 3 clusters Score -4565064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4565064.000000 Penalty: 5148.757812
	Iteration 31Q: 3 clusters Score -4565064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4565071.000000 Penalty: 5148.757812
	Iteration 32Q: 3 clusters Score -4565071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4565069.500000 Penalty: 5148.757812
	Iteration 33Q: 3 clusters Score -4565070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4565077.000000 Penalty: 5148.757812
	Iteration 34Q: 3 clusters Score -4565077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4565076.000000 Penalty: 5148.757812
	Iteration 35Q: 3 clusters Score -4565076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4565079.500000 Penalty: 5148.757812
	Iteration 36Q: 3 clusters Score -4565080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4565080.000000 Penalty: 5148.757812
	Iteration 37Q: 3 clusters Score -4565080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4565079.000000 Penalty: 5148.757812
	Iteration 38Q: 3 clusters Score -4565079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4565079.500000 Penalty: 5148.757812
	Iteration 39Q: 3 clusters Score -4565080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4565079.500000 Penalty: 5148.757812
	Iteration 40F: 3 clusters Score -4565080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15476.182617 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15476.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15510.968750 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15510.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -15510.968750 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15510.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -273278.187500 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -273278.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -270630.937500 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -270630.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271085.343750 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -271085.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -271222.437500 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -271222.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -271295.562500 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -271295.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -271324.718750 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -271324.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -271340.125000 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -271340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -271351.250000 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -271351.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -271356.000000 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -271356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -271358.937500 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -271358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -271365.625000 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -271365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271368.031250 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -271368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -271369.500000 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -271369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -271369.468750 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -271369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -271371.437500 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -271371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -271371.281250 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -271371.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -271371.281250 Penalty: 3766.063721
	Iteration 15F: 3 clusters Score -271371.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -78228.625000 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78228.62 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -78591.804688 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78591.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78730.609375 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78730.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -78903.007812 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -78903.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -78967.921875 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -78967.92 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79072.179688 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -79072.18 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -79232.351562 Penalty: 3219.398926
	Iteration 6F: 3 clusters Score -79232.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -79347.843750 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -79347.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -79475.593750 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79475.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -79596.171875 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79596.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79647.421875 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -79647.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -79696.421875 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -79696.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -79790.312500 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -79790.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79913.171875 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -79913.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80031.476562 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -80031.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80223.726562 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -80223.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80379.093750 Penalty: 3219.398926
	Iteration 16Q: 3 clusters Score -80379.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -80416.312500 Penalty: 3219.398926
	Iteration 17Q: 3 clusters Score -80416.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80426.945312 Penalty: 3219.398926
	Iteration 18Q: 3 clusters Score -80426.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -80441.976562 Penalty: 3219.398926
	Iteration 19Q: 3 clusters Score -80441.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80454.226562 Penalty: 3219.398926
	Iteration 20F: 3 clusters Score -80454.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -80485.515625 Penalty: 3219.398926
	Iteration 21Q: 3 clusters Score -80485.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80530.835938 Penalty: 3219.398926
	Iteration 22Q: 3 clusters Score -80530.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80530.835938 Penalty: 3219.398926
	Iteration 23F: 3 clusters Score -80530.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 122 members 
Mstep: Class 14 contains 32507 members 
Mstep: Class 15 contains 537 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149671 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
Score: -84938216.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939256.000000 to -84938216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Entering Unmasked Estep 
Score: -4449465.000000 Penalty: 2576.524170
	Iteration 0F: 2 clusters Score -4449465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4427150.500000 Penalty: 5153.048340
	Iteration 0F: 3 clusters Score -4427150 nChanged 14668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -4435123.500000 Penalty: 5153.048340
	Iteration 1F: 3 clusters Score -4435124 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -4435476.500000 Penalty: 5153.048340
	Iteration 2Q: 3 clusters Score -4435476 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4435867.000000 Penalty: 5153.048340
	Iteration 3Q: 3 clusters Score -4435867 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4436220.500000 Penalty: 5153.048340
	Iteration 4Q: 3 clusters Score -4436220 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -4436632.500000 Penalty: 5153.048340
	Iteration 5Q: 3 clusters Score -4436632 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4437172.500000 Penalty: 5153.048340
	Iteration 6Q: 3 clusters Score -4437172 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4438032.000000 Penalty: 5153.048340
	Iteration 7F: 3 clusters Score -4438032 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4439453.500000 Penalty: 5153.048340
	Iteration 8F: 3 clusters Score -4439454 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4441391.000000 Penalty: 5153.048340
	Iteration 9F: 3 clusters Score -4441391 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4443709.500000 Penalty: 5153.048340
	Iteration 10F: 3 clusters Score -4443710 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4445561.500000 Penalty: 5153.048340
	Iteration 11F: 3 clusters Score -4445562 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4446572.000000 Penalty: 5153.048340
	Iteration 12Q: 3 clusters Score -4446572 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4446939.500000 Penalty: 5153.048340
	Iteration 13Q: 3 clusters Score -4446940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4447068.000000 Penalty: 5153.048340
	Iteration 14Q: 3 clusters Score -4447068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4447144.500000 Penalty: 5153.048340
	Iteration 15Q: 3 clusters Score -4447144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4447194.500000 Penalty: 5153.048340
	Iteration 16Q: 3 clusters Score -4447194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4447209.500000 Penalty: 5153.048340
	Iteration 17Q: 3 clusters Score -4447210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4447221.500000 Penalty: 5153.048340
	Iteration 18Q: 3 clusters Score -4447222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4447227.000000 Penalty: 5153.048340
	Iteration 19Q: 3 clusters Score -4447227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4447231.500000 Penalty: 5153.048340
	Iteration 20F: 3 clusters Score -4447232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4447237.000000 Penalty: 5153.048340
	Iteration 21Q: 3 clusters Score -4447237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4447237.000000 Penalty: 5153.048340
	Iteration 22F: 3 clusters Score -4447237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Entering Unmasked Estep 
Score: -4538723.500000 Penalty: 2572.625732
	Iteration 0F: 2 clusters Score -4538724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4516799.500000 Penalty: 5145.251465
	Iteration 0F: 3 clusters Score -4516800 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -4524708.000000 Penalty: 5145.251465
	Iteration 1F: 3 clusters Score -4524708 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4525222.000000 Penalty: 5145.251465
	Iteration 2Q: 3 clusters Score -4525222 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -4525714.500000 Penalty: 5145.251465
	Iteration 3Q: 3 clusters Score -4525714 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4526263.500000 Penalty: 5145.251465
	Iteration 4Q: 3 clusters Score -4526264 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -4526934.000000 Penalty: 5145.251465
	Iteration 5Q: 3 clusters Score -4526934 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -4527614.000000 Penalty: 5145.251465
	Iteration 6Q: 3 clusters Score -4527614 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -4528402.500000 Penalty: 5145.251465
	Iteration 7Q: 3 clusters Score -4528402 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -4529311.000000 Penalty: 5145.251465
	Iteration 8Q: 3 clusters Score -4529311 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4530307.500000 Penalty: 5145.251465
	Iteration 9Q: 3 clusters Score -4530308 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4531205.500000 Penalty: 5145.251465
	Iteration 10Q: 3 clusters Score -4531206 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4532033.500000 Penalty: 5145.251465
	Iteration 11Q: 3 clusters Score -4532034 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -4532643.000000 Penalty: 5145.251465
	Iteration 12Q: 3 clusters Score -4532643 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4533057.500000 Penalty: 5145.251465
	Iteration 13Q: 3 clusters Score -4533058 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4533319.500000 Penalty: 5145.251465
	Iteration 14Q: 3 clusters Score -4533320 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4533506.000000 Penalty: 5145.251465
	Iteration 15Q: 3 clusters Score -4533506 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -4533674.500000 Penalty: 5145.251465
	Iteration 16Q: 3 clusters Score -4533674 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -4533831.000000 Penalty: 5145.251465
	Iteration 17Q: 3 clusters Score -4533831 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4533978.000000 Penalty: 5145.251465
	Iteration 18Q: 3 clusters Score -4533978 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4534126.000000 Penalty: 5145.251465
	Iteration 19Q: 3 clusters Score -4534126 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4534281.000000 Penalty: 5145.251465
	Iteration 20F: 3 clusters Score -4534281 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -4534420.500000 Penalty: 5145.251465
	Iteration 21Q: 3 clusters Score -4534420 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4534589.500000 Penalty: 5145.251465
	Iteration 22Q: 3 clusters Score -4534590 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4534748.500000 Penalty: 5145.251465
	Iteration 23Q: 3 clusters Score -4534748 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -4534881.000000 Penalty: 5145.251465
	Iteration 24Q: 3 clusters Score -4534881 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4535024.000000 Penalty: 5145.251465
	Iteration 25Q: 3 clusters Score -4535024 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -4535152.500000 Penalty: 5145.251465
	Iteration 26Q: 3 clusters Score -4535152 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4535262.000000 Penalty: 5145.251465
	Iteration 27Q: 3 clusters Score -4535262 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4535371.000000 Penalty: 5145.251465
	Iteration 28Q: 3 clusters Score -4535371 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -4535489.000000 Penalty: 5145.251465
	Iteration 29Q: 3 clusters Score -4535489 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4535596.500000 Penalty: 5145.251465
	Iteration 30Q: 3 clusters Score -4535596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -4535706.000000 Penalty: 5145.251465
	Iteration 31Q: 3 clusters Score -4535706 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4535808.500000 Penalty: 5145.251465
	Iteration 32Q: 3 clusters Score -4535808 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4535876.000000 Penalty: 5145.251465
	Iteration 33Q: 3 clusters Score -4535876 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4535963.000000 Penalty: 5145.251465
	Iteration 34Q: 3 clusters Score -4535963 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4536029.000000 Penalty: 5145.251465
	Iteration 35Q: 3 clusters Score -4536029 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4536091.500000 Penalty: 5145.251465
	Iteration 36Q: 3 clusters Score -4536092 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4536148.500000 Penalty: 5145.251465
	Iteration 37Q: 3 clusters Score -4536148 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4536187.500000 Penalty: 5145.251465
	Iteration 38Q: 3 clusters Score -4536188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4536225.000000 Penalty: 5145.251465
	Iteration 39Q: 3 clusters Score -4536225 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4536250.500000 Penalty: 5145.251465
	Iteration 40F: 3 clusters Score -4536250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4536283.000000 Penalty: 5145.251465
	Iteration 41Q: 3 clusters Score -4536283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4536311.000000 Penalty: 5145.251465
	Iteration 42Q: 3 clusters Score -4536311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4536330.000000 Penalty: 5145.251465
	Iteration 43Q: 3 clusters Score -4536330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4536344.500000 Penalty: 5145.251465
	Iteration 44Q: 3 clusters Score -4536344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4536356.500000 Penalty: 5145.251465
	Iteration 45Q: 3 clusters Score -4536356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4536386.500000 Penalty: 5145.251465
	Iteration 46Q: 3 clusters Score -4536386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4536394.000000 Penalty: 5145.251465
	Iteration 47Q: 3 clusters Score -4536394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4536416.500000 Penalty: 5145.251465
	Iteration 48Q: 3 clusters Score -4536416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4536427.500000 Penalty: 5145.251465
	Iteration 49Q: 3 clusters Score -4536428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4536440.000000 Penalty: 5145.251465
	Iteration 50Q: 3 clusters Score -4536440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4536449.500000 Penalty: 5145.251465
	Iteration 51Q: 3 clusters Score -4536450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4536459.500000 Penalty: 5145.251465
	Iteration 52Q: 3 clusters Score -4536460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4536463.000000 Penalty: 5145.251465
	Iteration 53Q: 3 clusters Score -4536463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -4536462.500000 Penalty: 5145.251465
	Iteration 54Q: 3 clusters Score -4536462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4536469.500000 Penalty: 5145.251465
	Iteration 55Q: 3 clusters Score -4536470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4536470.500000 Penalty: 5145.251465
	Iteration 56Q: 3 clusters Score -4536470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4536473.000000 Penalty: 5145.251465
	Iteration 57Q: 3 clusters Score -4536473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4536476.500000 Penalty: 5145.251465
	Iteration 58Q: 3 clusters Score -4536476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4536471.500000 Penalty: 5145.251465
	Iteration 59Q: 3 clusters Score -4536472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4536480.000000 Penalty: 5145.251465
	Iteration 60F: 3 clusters Score -4536480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4536477.500000 Penalty: 5145.251465
	Iteration 61Q: 3 clusters Score -4536478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4536483.000000 Penalty: 5145.251465
	Iteration 62Q: 3 clusters Score -4536483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4536486.000000 Penalty: 5145.251465
	Iteration 63Q: 3 clusters Score -4536486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4536492.500000 Penalty: 5145.251465
	Iteration 64Q: 3 clusters Score -4536492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4536504.000000 Penalty: 5145.251465
	Iteration 65Q: 3 clusters Score -4536504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4536503.500000 Penalty: 5145.251465
	Iteration 66Q: 3 clusters Score -4536504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4536501.500000 Penalty: 5145.251465
	Iteration 67Q: 3 clusters Score -4536502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4536500.000000 Penalty: 5145.251465
	Iteration 68Q: 3 clusters Score -4536500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4536500.000000 Penalty: 5145.251465
	Iteration 69Q: 3 clusters Score -4536500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4536500.000000 Penalty: 5145.251465
	Iteration 70Q: 3 clusters Score -4536500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4536500.000000 Penalty: 5145.251465
	Iteration 71F: 3 clusters Score -4536500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -191386.281250 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -191386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189180.640625 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -189180.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189604.875000 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -189604.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -189775.781250 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -189775.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189868.906250 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -189868.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -189923.671875 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -189923.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -189997.046875 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -189997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190055.515625 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -190055.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -190115.015625 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -190115 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -190188.000000 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -190188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -190264.656250 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -190264.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -190341.515625 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -190341.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -190401.812500 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -190401.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -190443.734375 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -190443.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -190478.890625 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -190478.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -190504.515625 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -190504.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -190529.437500 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -190529.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -190543.265625 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -190543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -190553.375000 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -190553.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -190564.109375 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -190564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -190572.187500 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -190572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -190578.218750 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -190578.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -190580.140625 Penalty: 3606.420166
	Iteration 21Q: 3 clusters Score -190580.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -190586.421875 Penalty: 3606.420166
	Iteration 22Q: 3 clusters Score -190586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -190598.796875 Penalty: 3606.420166
	Iteration 23Q: 3 clusters Score -190598.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -190608.375000 Penalty: 3606.420166
	Iteration 24Q: 3 clusters Score -190608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -190614.250000 Penalty: 3606.420166
	Iteration 25Q: 3 clusters Score -190614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -190618.593750 Penalty: 3606.420166
	Iteration 26Q: 3 clusters Score -190618.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -190625.734375 Penalty: 3606.420166
	Iteration 27Q: 3 clusters Score -190625.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -190632.468750 Penalty: 3606.420166
	Iteration 28Q: 3 clusters Score -190632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -190633.406250 Penalty: 3606.420166
	Iteration 29Q: 3 clusters Score -190633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -190633.406250 Penalty: 3606.420166
	Iteration 30F: 3 clusters Score -190633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Entering Unmasked Estep 
Score: -3424187.250000 Penalty: 2502.671631
	Iteration 0F: 2 clusters Score -3424187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3407359.750000 Penalty: 5005.343262
	Iteration 0F: 3 clusters Score -3407360 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3413055.000000 Penalty: 5005.343262
	Iteration 1F: 3 clusters Score -3413055 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3413529.250000 Penalty: 5005.343262
	Iteration 2F: 3 clusters Score -3413529 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3413935.000000 Penalty: 5005.343262
	Iteration 3Q: 3 clusters Score -3413935 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3414370.750000 Penalty: 5005.343262
	Iteration 4Q: 3 clusters Score -3414371 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -3414793.250000 Penalty: 5005.343262
	Iteration 5Q: 3 clusters Score -3414793 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -3415262.750000 Penalty: 5005.343262
	Iteration 6Q: 3 clusters Score -3415263 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3415754.250000 Penalty: 5005.343262
	Iteration 7Q: 3 clusters Score -3415754 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3416352.250000 Penalty: 5005.343262
	Iteration 8Q: 3 clusters Score -3416352 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3416976.750000 Penalty: 5005.343262
	Iteration 9Q: 3 clusters Score -3416977 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3417613.250000 Penalty: 5005.343262
	Iteration 10Q: 3 clusters Score -3417613 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -3418105.750000 Penalty: 5005.343262
	Iteration 11Q: 3 clusters Score -3418106 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3418394.750000 Penalty: 5005.343262
	Iteration 12Q: 3 clusters Score -3418395 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3418570.500000 Penalty: 5005.343262
	Iteration 13Q: 3 clusters Score -3418570 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3418653.250000 Penalty: 5005.343262
	Iteration 14Q: 3 clusters Score -3418653 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -3418708.000000 Penalty: 5005.343262
	Iteration 15Q: 3 clusters Score -3418708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -3418756.250000 Penalty: 5005.343262
	Iteration 16Q: 3 clusters Score -3418756 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3418818.750000 Penalty: 5005.343262
	Iteration 17Q: 3 clusters Score -3418819 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3418860.000000 Penalty: 5005.343262
	Iteration 18Q: 3 clusters Score -3418860 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3418891.250000 Penalty: 5005.343262
	Iteration 19Q: 3 clusters Score -3418891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -3418923.750000 Penalty: 5005.343262
	Iteration 20F: 3 clusters Score -3418924 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3418952.750000 Penalty: 5005.343262
	Iteration 21Q: 3 clusters Score -3418953 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -3418995.000000 Penalty: 5005.343262
	Iteration 22Q: 3 clusters Score -3418995 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3419044.750000 Penalty: 5005.343262
	Iteration 23Q: 3 clusters Score -3419045 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -3419092.250000 Penalty: 5005.343262
	Iteration 24Q: 3 clusters Score -3419092 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3419119.250000 Penalty: 5005.343262
	Iteration 25Q: 3 clusters Score -3419119 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3419151.750000 Penalty: 5005.343262
	Iteration 26Q: 3 clusters Score -3419152 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3419184.250000 Penalty: 5005.343262
	Iteration 27Q: 3 clusters Score -3419184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3419214.750000 Penalty: 5005.343262
	Iteration 28Q: 3 clusters Score -3419215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3419233.000000 Penalty: 5005.343262
	Iteration 29Q: 3 clusters Score -3419233 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -3419251.500000 Penalty: 5005.343262
	Iteration 30Q: 3 clusters Score -3419252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -3419264.000000 Penalty: 5005.343262
	Iteration 31Q: 3 clusters Score -3419264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -3419281.750000 Penalty: 5005.343262
	Iteration 32Q: 3 clusters Score -3419282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3419294.500000 Penalty: 5005.343262
	Iteration 33Q: 3 clusters Score -3419294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3419303.750000 Penalty: 5005.343262
	Iteration 34Q: 3 clusters Score -3419304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3419317.500000 Penalty: 5005.343262
	Iteration 35Q: 3 clusters Score -3419318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3419335.500000 Penalty: 5005.343262
	Iteration 36Q: 3 clusters Score -3419336 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3419357.250000 Penalty: 5005.343262
	Iteration 37Q: 3 clusters Score -3419357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3419371.750000 Penalty: 5005.343262
	Iteration 38Q: 3 clusters Score -3419372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3419407.000000 Penalty: 5005.343262
	Iteration 39Q: 3 clusters Score -3419407 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3419410.250000 Penalty: 5005.343262
	Iteration 40F: 3 clusters Score -3419410 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -3419431.250000 Penalty: 5005.343262
	Iteration 41Q: 3 clusters Score -3419431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3419467.500000 Penalty: 5005.343262
	Iteration 42Q: 3 clusters Score -3419468 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3419476.750000 Penalty: 5005.343262
	Iteration 43Q: 3 clusters Score -3419477 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3419490.250000 Penalty: 5005.343262
	Iteration 44Q: 3 clusters Score -3419490 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3419528.750000 Penalty: 5005.343262
	Iteration 45Q: 3 clusters Score -3419529 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3419576.000000 Penalty: 5005.343262
	Iteration 46Q: 3 clusters Score -3419576 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3419628.500000 Penalty: 5005.343262
	Iteration 47Q: 3 clusters Score -3419628 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -3419676.750000 Penalty: 5005.343262
	Iteration 48Q: 3 clusters Score -3419677 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -3419721.250000 Penalty: 5005.343262
	Iteration 49Q: 3 clusters Score -3419721 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3419757.250000 Penalty: 5005.343262
	Iteration 50Q: 3 clusters Score -3419757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3419821.250000 Penalty: 5005.343262
	Iteration 51Q: 3 clusters Score -3419821 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3419877.000000 Penalty: 5005.343262
	Iteration 52Q: 3 clusters Score -3419877 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3419964.750000 Penalty: 5005.343262
	Iteration 53Q: 3 clusters Score -3419965 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3420034.000000 Penalty: 5005.343262
	Iteration 54Q: 3 clusters Score -3420034 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -3420087.000000 Penalty: 5005.343262
	Iteration 55Q: 3 clusters Score -3420087 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -3420166.500000 Penalty: 5005.343262
	Iteration 56Q: 3 clusters Score -3420166 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3420218.000000 Penalty: 5005.343262
	Iteration 57Q: 3 clusters Score -3420218 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3420312.500000 Penalty: 5005.343262
	Iteration 58Q: 3 clusters Score -3420312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3420389.000000 Penalty: 5005.343262
	Iteration 59Q: 3 clusters Score -3420389 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3420490.250000 Penalty: 5005.343262
	Iteration 60F: 3 clusters Score -3420490 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3420572.250000 Penalty: 5005.343262
	Iteration 61Q: 3 clusters Score -3420572 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -3420657.750000 Penalty: 5005.343262
	Iteration 62Q: 3 clusters Score -3420658 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3420770.000000 Penalty: 5005.343262
	Iteration 63Q: 3 clusters Score -3420770 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -3420877.250000 Penalty: 5005.343262
	Iteration 64Q: 3 clusters Score -3420877 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3420985.000000 Penalty: 5005.343262
	Iteration 65Q: 3 clusters Score -3420985 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3421111.000000 Penalty: 5005.343262
	Iteration 66Q: 3 clusters Score -3421111 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3421220.500000 Penalty: 5005.343262
	Iteration 67Q: 3 clusters Score -3421220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3421331.750000 Penalty: 5005.343262
	Iteration 68Q: 3 clusters Score -3421332 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3421458.500000 Penalty: 5005.343262
	Iteration 69Q: 3 clusters Score -3421458 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -3421543.500000 Penalty: 5005.343262
	Iteration 70Q: 3 clusters Score -3421544 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3421626.500000 Penalty: 5005.343262
	Iteration 71Q: 3 clusters Score -3421626 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -3421721.000000 Penalty: 5005.343262
	Iteration 72Q: 3 clusters Score -3421721 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -3421777.250000 Penalty: 5005.343262
	Iteration 73Q: 3 clusters Score -3421777 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3421838.750000 Penalty: 5005.343262
	Iteration 74Q: 3 clusters Score -3421839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3421877.750000 Penalty: 5005.343262
	Iteration 75Q: 3 clusters Score -3421878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3421917.750000 Penalty: 5005.343262
	Iteration 76Q: 3 clusters Score -3421918 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3421954.000000 Penalty: 5005.343262
	Iteration 77Q: 3 clusters Score -3421954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3421979.250000 Penalty: 5005.343262
	Iteration 78Q: 3 clusters Score -3421979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3422000.000000 Penalty: 5005.343262
	Iteration 79Q: 3 clusters Score -3422000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3422015.000000 Penalty: 5005.343262
	Iteration 80F: 3 clusters Score -3422015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3422027.000000 Penalty: 5005.343262
	Iteration 81Q: 3 clusters Score -3422027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3422040.500000 Penalty: 5005.343262
	Iteration 82Q: 3 clusters Score -3422040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3422050.000000 Penalty: 5005.343262
	Iteration 83Q: 3 clusters Score -3422050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3422052.500000 Penalty: 5005.343262
	Iteration 84Q: 3 clusters Score -3422052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3422053.750000 Penalty: 5005.343262
	Iteration 85Q: 3 clusters Score -3422054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3422059.750000 Penalty: 5005.343262
	Iteration 86Q: 3 clusters Score -3422060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3422064.750000 Penalty: 5005.343262
	Iteration 87Q: 3 clusters Score -3422065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3422070.000000 Penalty: 5005.343262
	Iteration 88Q: 3 clusters Score -3422070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3422071.750000 Penalty: 5005.343262
	Iteration 89Q: 3 clusters Score -3422072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3422071.500000 Penalty: 5005.343262
	Iteration 90Q: 3 clusters Score -3422072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -3422077.500000 Penalty: 5005.343262
	Iteration 91Q: 3 clusters Score -3422078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3422084.500000 Penalty: 5005.343262
	Iteration 92Q: 3 clusters Score -3422084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3422085.500000 Penalty: 5005.343262
	Iteration 93Q: 3 clusters Score -3422086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3422085.500000 Penalty: 5005.343262
	Iteration 94F: 3 clusters Score -3422086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Entering Unmasked Estep 
Score: -11370769.000000 Penalty: 2802.186279
	Iteration 0F: 2 clusters Score -1.137077e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -11316726.000000 Penalty: 5604.372559
	Iteration 0F: 3 clusters Score -1.131673e+07 nChanged 37944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -11338214.000000 Penalty: 5604.372559
	Iteration 1F: 3 clusters Score -1.133821e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -11338994.000000 Penalty: 5604.372559
	Iteration 2Q: 3 clusters Score -1.133899e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -11339799.000000 Penalty: 5604.372559
	Iteration 3Q: 3 clusters Score -1.13398e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -11340863.000000 Penalty: 5604.372559
	Iteration 4Q: 3 clusters Score -1.134086e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -11342543.000000 Penalty: 5604.372559
	Iteration 5Q: 3 clusters Score -1.134254e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -11345250.000000 Penalty: 5604.372559
	Iteration 6F: 3 clusters Score -1.134525e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -11349258.000000 Penalty: 5604.372559
	Iteration 7F: 3 clusters Score -1.134926e+07 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -11354574.000000 Penalty: 5604.372559
	Iteration 8F: 3 clusters Score -1.135457e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70589 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -11359734.000000 Penalty: 5604.372559
	Iteration 9F: 3 clusters Score -1.135973e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74840 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -11363842.000000 Penalty: 5604.372559
	Iteration 10F: 3 clusters Score -1.136384e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77350 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11366226.000000 Penalty: 5604.372559
	Iteration 11Q: 3 clusters Score -1.136623e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11367324.000000 Penalty: 5604.372559
	Iteration 12Q: 3 clusters Score -1.136732e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -11367828.000000 Penalty: 5604.372559
	Iteration 13Q: 3 clusters Score -1.136783e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -11368087.000000 Penalty: 5604.372559
	Iteration 14Q: 3 clusters Score -1.136809e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -11368243.000000 Penalty: 5604.372559
	Iteration 15Q: 3 clusters Score -1.136824e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79845 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11368309.000000 Penalty: 5604.372559
	Iteration 16Q: 3 clusters Score -1.136831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11368371.000000 Penalty: 5604.372559
	Iteration 17Q: 3 clusters Score -1.136837e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79953 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11368422.000000 Penalty: 5604.372559
	Iteration 18Q: 3 clusters Score -1.136842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79984 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11368442.000000 Penalty: 5604.372559
	Iteration 19Q: 3 clusters Score -1.136844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80003 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -11368467.000000 Penalty: 5604.372559
	Iteration 20F: 3 clusters Score -1.136847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -11368477.000000 Penalty: 5604.372559
	Iteration 21Q: 3 clusters Score -1.136848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11368480.000000 Penalty: 5604.372559
	Iteration 22Q: 3 clusters Score -1.136848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11368487.000000 Penalty: 5604.372559
	Iteration 23Q: 3 clusters Score -1.136849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80038 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11368501.000000 Penalty: 5604.372559
	Iteration 24Q: 3 clusters Score -1.13685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11368491.000000 Penalty: 5604.372559
	Iteration 25Q: 3 clusters Score -1.136849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80047 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11368498.000000 Penalty: 5604.372559
	Iteration 26Q: 3 clusters Score -1.13685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80049 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11368500.000000 Penalty: 5604.372559
	Iteration 27Q: 3 clusters Score -1.13685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80051 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11368503.000000 Penalty: 5604.372559
	Iteration 28Q: 3 clusters Score -1.13685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -11368503.000000 Penalty: 5604.372559
	Iteration 29Q: 3 clusters Score -1.13685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11368511.000000 Penalty: 5604.372559
	Iteration 30Q: 3 clusters Score -1.136851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80059 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11368523.000000 Penalty: 5604.372559
	Iteration 31Q: 3 clusters Score -1.136852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11368517.000000 Penalty: 5604.372559
	Iteration 32Q: 3 clusters Score -1.136852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80065 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11368515.000000 Penalty: 5604.372559
	Iteration 33Q: 3 clusters Score -1.136852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80069 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11368509.000000 Penalty: 5604.372559
	Iteration 34Q: 3 clusters Score -1.136851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80078 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -11368517.000000 Penalty: 5604.372559
	Iteration 35Q: 3 clusters Score -1.136852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80079 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11368514.000000 Penalty: 5604.372559
	Iteration 36Q: 3 clusters Score -1.136851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80084 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11368525.000000 Penalty: 5604.372559
	Iteration 37Q: 3 clusters Score -1.136852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80091 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11368531.000000 Penalty: 5604.372559
	Iteration 38Q: 3 clusters Score -1.136853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11368533.000000 Penalty: 5604.372559
	Iteration 39Q: 3 clusters Score -1.136853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11368541.000000 Penalty: 5604.372559
	Iteration 40F: 3 clusters Score -1.136854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11368547.000000 Penalty: 5604.372559
	Iteration 41Q: 3 clusters Score -1.136855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80109 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -11368553.000000 Penalty: 5604.372559
	Iteration 42Q: 3 clusters Score -1.136855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11368559.000000 Penalty: 5604.372559
	Iteration 43Q: 3 clusters Score -1.136856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11368554.000000 Penalty: 5604.372559
	Iteration 44Q: 3 clusters Score -1.136855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11368559.000000 Penalty: 5604.372559
	Iteration 45Q: 3 clusters Score -1.136856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80113 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -11368562.000000 Penalty: 5604.372559
	Iteration 46Q: 3 clusters Score -1.136856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -11368563.000000 Penalty: 5604.372559
	Iteration 47Q: 3 clusters Score -1.136856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80112 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11368564.000000 Penalty: 5604.372559
	Iteration 48Q: 3 clusters Score -1.136856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11368566.000000 Penalty: 5604.372559
	Iteration 49Q: 3 clusters Score -1.136857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80111 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -11368566.000000 Penalty: 5604.372559
	Iteration 50F: 3 clusters Score -1.136857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149671 members 
Entering Unmasked Estep 
Score: -20883962.000000 Penalty: 2955.216309
	Iteration 0F: 2 clusters Score -2.088396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 75077 members 
Entering Unmasked Estep 
Score: -20785110.000000 Penalty: 5910.432617
	Iteration 0F: 3 clusters Score -2.078511e+07 nChanged 71459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70097 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -20826236.000000 Penalty: 5910.432617
	Iteration 1F: 3 clusters Score -2.082624e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 82310 members 
Entering Unmasked Estep 
Score: -20827244.000000 Penalty: 5910.432617
	Iteration 2Q: 3 clusters Score -2.082724e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 86489 members 
Entering Unmasked Estep 
Score: -20828906.000000 Penalty: 5910.432617
	Iteration 3Q: 3 clusters Score -2.082891e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56797 members 
Mstep: Class 2 contains 92874 members 
Entering Unmasked Estep 
Score: -20831752.000000 Penalty: 5910.432617
	Iteration 4Q: 3 clusters Score -2.083175e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 102161 members 
Entering Unmasked Estep 
Score: -20837808.000000 Penalty: 5910.432617
	Iteration 5F: 3 clusters Score -2.083781e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 114900 members 
Entering Unmasked Estep 
Score: -20847996.000000 Penalty: 5910.432617
	Iteration 6F: 3 clusters Score -2.0848e+07 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 129082 members 
Entering Unmasked Estep 
Score: -20862248.000000 Penalty: 5910.432617
	Iteration 7F: 3 clusters Score -2.086225e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 140640 members 
Entering Unmasked Estep 
Score: -20874198.000000 Penalty: 5910.432617
	Iteration 8F: 3 clusters Score -2.08742e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 146501 members 
Entering Unmasked Estep 
Score: -20879626.000000 Penalty: 5910.432617
	Iteration 9Q: 3 clusters Score -2.087963e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -20880966.000000 Penalty: 5910.432617
	Iteration 10Q: 3 clusters Score -2.088097e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 149033 members 
Entering Unmasked Estep 
Score: -20881362.000000 Penalty: 5910.432617
	Iteration 11Q: 3 clusters Score -2.088136e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -20881562.000000 Penalty: 5910.432617
	Iteration 12Q: 3 clusters Score -2.088156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 149174 members 
Entering Unmasked Estep 
Score: -20881666.000000 Penalty: 5910.432617
	Iteration 13Q: 3 clusters Score -2.088167e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 149170 members 
Entering Unmasked Estep 
Score: -20881760.000000 Penalty: 5910.432617
	Iteration 14Q: 3 clusters Score -2.088176e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 149165 members 
Entering Unmasked Estep 
Score: -20881802.000000 Penalty: 5910.432617
	Iteration 15Q: 3 clusters Score -2.08818e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -20881824.000000 Penalty: 5910.432617
	Iteration 16Q: 3 clusters Score -2.088182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 149164 members 
Entering Unmasked Estep 
Score: -20881852.000000 Penalty: 5910.432617
	Iteration 17Q: 3 clusters Score -2.088185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 149162 members 
Entering Unmasked Estep 
Score: -20881870.000000 Penalty: 5910.432617
	Iteration 18Q: 3 clusters Score -2.088187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -20881876.000000 Penalty: 5910.432617
	Iteration 19Q: 3 clusters Score -2.088188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 149166 members 
Entering Unmasked Estep 
Score: -20881896.000000 Penalty: 5910.432617
	Iteration 20F: 3 clusters Score -2.08819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 149163 members 
Entering Unmasked Estep 
Score: -20881906.000000 Penalty: 5910.432617
	Iteration 21Q: 3 clusters Score -2.088191e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 149154 members 
Entering Unmasked Estep 
Score: -20881944.000000 Penalty: 5910.432617
	Iteration 22Q: 3 clusters Score -2.088194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 149152 members 
Entering Unmasked Estep 
Score: -20881938.000000 Penalty: 5910.432617
	Iteration 23Q: 3 clusters Score -2.088194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -20881950.000000 Penalty: 5910.432617
	Iteration 24Q: 3 clusters Score -2.088195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 149150 members 
Entering Unmasked Estep 
Score: -20881942.000000 Penalty: 5910.432617
	Iteration 25Q: 3 clusters Score -2.088194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 149148 members 
Entering Unmasked Estep 
Score: -20881956.000000 Penalty: 5910.432617
	Iteration 26Q: 3 clusters Score -2.088196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -20881952.000000 Penalty: 5910.432617
	Iteration 27Q: 3 clusters Score -2.088195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 149147 members 
Entering Unmasked Estep 
Score: -20881952.000000 Penalty: 5910.432617
	Iteration 28F: 3 clusters Score -2.088195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -273333.437500 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273333.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -273789.406250 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273789.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -273919.312500 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273919.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -273978.218750 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -273978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274008.406250 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -274008.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -274032.437500 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -274032.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -274048.281250 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274048.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -274063.187500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274063.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -274071.531250 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274071.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -274077.968750 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -274082.031250 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -274085.156250 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -274085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -274086.187500 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -274086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -274087.093750 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -274087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274088.750000 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -274088.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -274090.093750 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -274090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -274091.156250 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -274091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -274091.937500 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -274091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274092.812500 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -274092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -274092.812500 Penalty: 3766.063721
	Iteration 19F: 3 clusters Score -274092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -229004.312500 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -229004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -226602.296875 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -226602.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227001.968750 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -227002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227114.875000 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -227114.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227171.765625 Penalty: 3692.057129
	Iteration 3Q: 3 clusters Score -227171.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227197.156250 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -227197.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -227212.578125 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -227212.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -227225.062500 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -227225.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -227237.750000 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -227237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -227244.531250 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -227244.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -227250.000000 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -227250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -227253.125000 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -227253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227254.453125 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -227254.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227257.390625 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -227257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -227259.906250 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -227259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227260.359375 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -227260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227260.359375 Penalty: 3692.057129
	Iteration 15F: 3 clusters Score -227260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21247 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32507 members 
Mstep: Class 16 contains 32000 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80752 members 
Mstep: Class 20 contains 149671 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939272.000000 Penalty: 69427.117188
Iteration 319Q: 22 clusters Score -8.493927e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167502 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32509 members 
Mstep: Class 16 contains 31999 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24136 members 
Mstep: Class 19 contains 80751 members 
Mstep: Class 20 contains 149677 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 320F: 22 clusters Score -8.493931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21245 members 
Mstep: Class 10 contains 32232 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32512 members 
Mstep: Class 16 contains 31996 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80745 members 
Mstep: Class 20 contains 149678 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939312.000000 Penalty: 69427.117188
Iteration 321Q: 22 clusters Score -8.493931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29462 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21245 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32516 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24134 members 
Mstep: Class 19 contains 80742 members 
Mstep: Class 20 contains 149688 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939304.000000 Penalty: 69427.117188
Iteration 322Q: 22 clusters Score -8.49393e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29463 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21244 members 
Mstep: Class 10 contains 32229 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32518 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80736 members 
Mstep: Class 20 contains 149690 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939320.000000 Penalty: 69427.117188
Iteration 323Q: 22 clusters Score -8.493932e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29464 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21243 members 
Mstep: Class 10 contains 32226 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32522 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80730 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939392.000000 Penalty: 69427.117188
Iteration 324Q: 22 clusters Score -8.493939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29462 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21242 members 
Mstep: Class 10 contains 32225 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32527 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80732 members 
Mstep: Class 20 contains 149692 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939360.000000 Penalty: 69427.117188
Iteration 325Q: 22 clusters Score -8.493936e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10864 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29461 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32227 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32530 members 
Mstep: Class 16 contains 31995 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24135 members 
Mstep: Class 19 contains 80733 members 
Mstep: Class 20 contains 149687 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939416.000000 Penalty: 69427.117188
Iteration 326Q: 22 clusters Score -8.493942e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29458 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32224 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32532 members 
Mstep: Class 16 contains 31996 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 80738 members 
Mstep: Class 20 contains 149693 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939448.000000 Penalty: 69427.117188
Iteration 327Q: 22 clusters Score -8.493945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10861 members 
Mstep: Class 5 contains 23828 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29454 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21238 members 
Mstep: Class 10 contains 32217 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32533 members 
Mstep: Class 16 contains 31995 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24130 members 
Mstep: Class 19 contains 80736 members 
Mstep: Class 20 contains 149699 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939448.000000 Penalty: 69427.117188
Iteration 328Q: 22 clusters Score -8.493945e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10859 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29448 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21238 members 
Mstep: Class 10 contains 32209 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32531 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24129 members 
Mstep: Class 19 contains 80728 members 
Mstep: Class 20 contains 149724 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 329Q: 22 clusters Score -8.493942e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10858 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29443 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32209 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32534 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24129 members 
Mstep: Class 19 contains 80724 members 
Mstep: Class 20 contains 149729 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939392.000000 Penalty: 69427.117188
Iteration 330Q: 22 clusters Score -8.493939e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167512 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10857 members 
Mstep: Class 5 contains 23833 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29440 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32208 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32536 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24130 members 
Mstep: Class 19 contains 80721 members 
Mstep: Class 20 contains 149733 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 331Q: 22 clusters Score -8.493942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29440 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32540 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24128 members 
Mstep: Class 19 contains 80722 members 
Mstep: Class 20 contains 149738 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939384.000000 Penalty: 69427.117188
Iteration 332Q: 22 clusters Score -8.493938e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10857 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29438 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32541 members 
Mstep: Class 16 contains 31984 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24128 members 
Mstep: Class 19 contains 80720 members 
Mstep: Class 20 contains 149751 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939400.000000 Penalty: 69427.117188
Iteration 333Q: 22 clusters Score -8.49394e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29439 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32201 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32541 members 
Mstep: Class 16 contains 31981 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24127 members 
Mstep: Class 19 contains 80720 members 
Mstep: Class 20 contains 149756 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939392.000000 Penalty: 69427.117188
Iteration 334Q: 22 clusters Score -8.493939e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29437 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32541 members 
Mstep: Class 16 contains 31978 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24125 members 
Mstep: Class 19 contains 80720 members 
Mstep: Class 20 contains 149744 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939376.000000 Penalty: 69427.117188
Iteration 335Q: 22 clusters Score -8.493938e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29436 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21240 members 
Mstep: Class 10 contains 32201 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32547 members 
Mstep: Class 16 contains 31981 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24122 members 
Mstep: Class 19 contains 80722 members 
Mstep: Class 20 contains 149739 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939408.000000 Penalty: 69427.117188
Iteration 336Q: 22 clusters Score -8.493941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29432 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21239 members 
Mstep: Class 10 contains 32201 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32548 members 
Mstep: Class 16 contains 31978 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24121 members 
Mstep: Class 19 contains 80722 members 
Mstep: Class 20 contains 149748 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939400.000000 Penalty: 69427.117188
Iteration 337Q: 22 clusters Score -8.49394e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167532 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29428 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32550 members 
Mstep: Class 16 contains 31978 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24120 members 
Mstep: Class 19 contains 80720 members 
Mstep: Class 20 contains 149751 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 338Q: 22 clusters Score -8.493942e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167529 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23832 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29428 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32553 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24117 members 
Mstep: Class 19 contains 80718 members 
Mstep: Class 20 contains 149759 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939504.000000 Penalty: 69427.117188
Iteration 339Q: 22 clusters Score -8.49395e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23831 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29426 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1984 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32556 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24116 members 
Mstep: Class 19 contains 80718 members 
Mstep: Class 20 contains 149752 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939504.000000 Penalty: 69427.117188
Iteration 340F: 22 clusters Score -8.49395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 23830 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29424 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32205 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32560 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24115 members 
Mstep: Class 19 contains 80718 members 
Mstep: Class 20 contains 149749 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939560.000000 Penalty: 69427.117188
Iteration 341Q: 22 clusters Score -8.493956e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10848 members 
Mstep: Class 5 contains 23829 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29422 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32567 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24114 members 
Mstep: Class 19 contains 80721 members 
Mstep: Class 20 contains 149742 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939512.000000 Penalty: 69427.117188
Iteration 342Q: 22 clusters Score -8.493951e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167539 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10847 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29415 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32571 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24114 members 
Mstep: Class 19 contains 80719 members 
Mstep: Class 20 contains 149757 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939480.000000 Penalty: 69427.117188
Iteration 343Q: 22 clusters Score -8.493948e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167542 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29415 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32573 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24110 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149766 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939552.000000 Penalty: 69427.117188
Iteration 344Q: 22 clusters Score -8.493955e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29411 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32576 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24110 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149782 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939584.000000 Penalty: 69427.117188
Iteration 345Q: 22 clusters Score -8.493958e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29410 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32581 members 
Mstep: Class 16 contains 31969 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24109 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149796 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939648.000000 Penalty: 69427.117188
Iteration 346Q: 22 clusters Score -8.493965e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 16 contains 31970 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24109 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149805 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939560.000000 Penalty: 69427.117188
Iteration 347Q: 22 clusters Score -8.493956e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24109 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149808 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939520.000000 Penalty: 69427.117188
Iteration 348Q: 22 clusters Score -8.493952e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 23827 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32590 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24109 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149812 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939584.000000 Penalty: 69427.117188
Iteration 349Q: 22 clusters Score -8.493958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10843 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32592 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149816 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939536.000000 Penalty: 69427.117188
Iteration 350Q: 22 clusters Score -8.493954e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32596 members 
Mstep: Class 16 contains 31975 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149822 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939504.000000 Penalty: 69427.117188
Iteration 351Q: 22 clusters Score -8.49395e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29403 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32599 members 
Mstep: Class 16 contains 31975 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 80702 members 
Mstep: Class 20 contains 149822 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939464.000000 Penalty: 69427.117188
Iteration 352Q: 22 clusters Score -8.493946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23826 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29403 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32602 members 
Mstep: Class 16 contains 31975 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 80707 members 
Mstep: Class 20 contains 149812 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939488.000000 Penalty: 69427.117188
Iteration 353Q: 22 clusters Score -8.493949e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29404 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 16 contains 31975 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24105 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149809 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939456.000000 Penalty: 69427.117188
Iteration 354Q: 22 clusters Score -8.493946e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29404 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24104 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149816 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939472.000000 Penalty: 69427.117188
Iteration 355Q: 22 clusters Score -8.493947e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167490 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32604 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24102 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149810 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939488.000000 Penalty: 69427.117188
Iteration 356Q: 22 clusters Score -8.493949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167498 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149806 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939520.000000 Penalty: 69427.117188
Iteration 357Q: 22 clusters Score -8.493952e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23823 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21236 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32604 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24102 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149802 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939528.000000 Penalty: 69427.117188
Iteration 358Q: 22 clusters Score -8.493953e+07 nChanged 29
Entering ConstructFrom: 
Score: -84939528.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Entering Unmasked Estep 
Score: -23355250.000000 Penalty: 2983.140625
	Iteration 0F: 2 clusters Score -2.335525e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83835 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -23246118.000000 Penalty: 5966.281250
	Iteration 0F: 3 clusters Score -2.324612e+07 nChanged 80264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 83364 members 
Entering Unmasked Estep 
Score: -23293304.000000 Penalty: 5966.281250
	Iteration 1F: 3 clusters Score -2.32933e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -23294056.000000 Penalty: 5966.281250
	Iteration 2Q: 3 clusters Score -2.329406e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84460 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -23294858.000000 Penalty: 5966.281250
	Iteration 3Q: 3 clusters Score -2.329486e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 82631 members 
Entering Unmasked Estep 
Score: -23295626.000000 Penalty: 5966.281250
	Iteration 4Q: 3 clusters Score -2.329563e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 81875 members 
Entering Unmasked Estep 
Score: -23296516.000000 Penalty: 5966.281250
	Iteration 5Q: 3 clusters Score -2.329652e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86716 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -23298260.000000 Penalty: 5966.281250
	Iteration 6Q: 3 clusters Score -2.329826e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -23301098.000000 Penalty: 5966.281250
	Iteration 7Q: 3 clusters Score -2.33011e+07 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90415 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -23305306.000000 Penalty: 5966.281250
	Iteration 8Q: 3 clusters Score -2.330531e+07 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92641 members 
Mstep: Class 2 contains 74868 members 
Entering Unmasked Estep 
Score: -23310950.000000 Penalty: 5966.281250
	Iteration 9F: 3 clusters Score -2.331095e+07 nChanged 9920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -23317870.000000 Penalty: 5966.281250
	Iteration 10F: 3 clusters Score -2.331787e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 71214 members 
Entering Unmasked Estep 
Score: -23324700.000000 Penalty: 5966.281250
	Iteration 11F: 3 clusters Score -2.33247e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97296 members 
Mstep: Class 2 contains 70213 members 
Entering Unmasked Estep 
Score: -23329574.000000 Penalty: 5966.281250
	Iteration 12F: 3 clusters Score -2.332957e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -23332270.000000 Penalty: 5966.281250
	Iteration 13Q: 3 clusters Score -2.333227e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 68672 members 
Entering Unmasked Estep 
Score: -23333700.000000 Penalty: 5966.281250
	Iteration 14Q: 3 clusters Score -2.33337e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 67990 members 
Entering Unmasked Estep 
Score: -23334566.000000 Penalty: 5966.281250
	Iteration 15Q: 3 clusters Score -2.333457e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100065 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -23335228.000000 Penalty: 5966.281250
	Iteration 16Q: 3 clusters Score -2.333523e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -23335910.000000 Penalty: 5966.281250
	Iteration 17Q: 3 clusters Score -2.333591e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -23336466.000000 Penalty: 5966.281250
	Iteration 18Q: 3 clusters Score -2.333647e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -23337006.000000 Penalty: 5966.281250
	Iteration 19Q: 3 clusters Score -2.333701e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 65310 members 
Entering Unmasked Estep 
Score: -23337378.000000 Penalty: 5966.281250
	Iteration 20F: 3 clusters Score -2.333738e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102670 members 
Mstep: Class 2 contains 64839 members 
Entering Unmasked Estep 
Score: -23337702.000000 Penalty: 5966.281250
	Iteration 21Q: 3 clusters Score -2.33377e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -23338088.000000 Penalty: 5966.281250
	Iteration 22Q: 3 clusters Score -2.333809e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103529 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -23338440.000000 Penalty: 5966.281250
	Iteration 23Q: 3 clusters Score -2.333844e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -23338686.000000 Penalty: 5966.281250
	Iteration 24Q: 3 clusters Score -2.333869e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 63050 members 
Entering Unmasked Estep 
Score: -23338962.000000 Penalty: 5966.281250
	Iteration 25Q: 3 clusters Score -2.333896e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104958 members 
Mstep: Class 2 contains 62551 members 
Entering Unmasked Estep 
Score: -23339300.000000 Penalty: 5966.281250
	Iteration 26Q: 3 clusters Score -2.33393e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105475 members 
Mstep: Class 2 contains 62034 members 
Entering Unmasked Estep 
Score: -23339400.000000 Penalty: 5966.281250
	Iteration 27Q: 3 clusters Score -2.33394e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -23339610.000000 Penalty: 5966.281250
	Iteration 28Q: 3 clusters Score -2.333961e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106578 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -23339720.000000 Penalty: 5966.281250
	Iteration 29Q: 3 clusters Score -2.333972e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107152 members 
Mstep: Class 2 contains 60357 members 
Entering Unmasked Estep 
Score: -23339906.000000 Penalty: 5966.281250
	Iteration 30Q: 3 clusters Score -2.333991e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107751 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -23340078.000000 Penalty: 5966.281250
	Iteration 31Q: 3 clusters Score -2.334008e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -23340278.000000 Penalty: 5966.281250
	Iteration 32Q: 3 clusters Score -2.334028e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 58570 members 
Entering Unmasked Estep 
Score: -23340376.000000 Penalty: 5966.281250
	Iteration 33Q: 3 clusters Score -2.334038e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109570 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -23340576.000000 Penalty: 5966.281250
	Iteration 34Q: 3 clusters Score -2.334058e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110200 members 
Mstep: Class 2 contains 57309 members 
Entering Unmasked Estep 
Score: -23340734.000000 Penalty: 5966.281250
	Iteration 35Q: 3 clusters Score -2.334073e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110836 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -23340982.000000 Penalty: 5966.281250
	Iteration 36Q: 3 clusters Score -2.334098e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -23341148.000000 Penalty: 5966.281250
	Iteration 37Q: 3 clusters Score -2.334115e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112205 members 
Mstep: Class 2 contains 55304 members 
Entering Unmasked Estep 
Score: -23341304.000000 Penalty: 5966.281250
	Iteration 38Q: 3 clusters Score -2.33413e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112892 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -23341414.000000 Penalty: 5966.281250
	Iteration 39Q: 3 clusters Score -2.334141e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113626 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -23341522.000000 Penalty: 5966.281250
	Iteration 40F: 3 clusters Score -2.334152e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114356 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -23341762.000000 Penalty: 5966.281250
	Iteration 41Q: 3 clusters Score -2.334176e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115097 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -23341812.000000 Penalty: 5966.281250
	Iteration 42Q: 3 clusters Score -2.334181e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115814 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -23342042.000000 Penalty: 5966.281250
	Iteration 43Q: 3 clusters Score -2.334204e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -23342090.000000 Penalty: 5966.281250
	Iteration 44Q: 3 clusters Score -2.334209e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117366 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -23342280.000000 Penalty: 5966.281250
	Iteration 45Q: 3 clusters Score -2.334228e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -23342324.000000 Penalty: 5966.281250
	Iteration 46Q: 3 clusters Score -2.334232e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118864 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -23342518.000000 Penalty: 5966.281250
	Iteration 47Q: 3 clusters Score -2.334252e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119632 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -23342644.000000 Penalty: 5966.281250
	Iteration 48Q: 3 clusters Score -2.334264e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -23342682.000000 Penalty: 5966.281250
	Iteration 49Q: 3 clusters Score -2.334268e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121106 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -23342806.000000 Penalty: 5966.281250
	Iteration 50Q: 3 clusters Score -2.334281e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -23342956.000000 Penalty: 5966.281250
	Iteration 51Q: 3 clusters Score -2.334296e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -23343076.000000 Penalty: 5966.281250
	Iteration 52Q: 3 clusters Score -2.334308e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123448 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -23343160.000000 Penalty: 5966.281250
	Iteration 53Q: 3 clusters Score -2.334316e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124253 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -23343192.000000 Penalty: 5966.281250
	Iteration 54Q: 3 clusters Score -2.334319e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125187 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -23343298.000000 Penalty: 5966.281250
	Iteration 55Q: 3 clusters Score -2.33433e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126182 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -23343458.000000 Penalty: 5966.281250
	Iteration 56Q: 3 clusters Score -2.334346e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127229 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -23343690.000000 Penalty: 5966.281250
	Iteration 57Q: 3 clusters Score -2.334369e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128240 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -23343820.000000 Penalty: 5966.281250
	Iteration 58Q: 3 clusters Score -2.334382e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129354 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -23343946.000000 Penalty: 5966.281250
	Iteration 59Q: 3 clusters Score -2.334395e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130486 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -23344168.000000 Penalty: 5966.281250
	Iteration 60F: 3 clusters Score -2.334417e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131720 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -23344304.000000 Penalty: 5966.281250
	Iteration 61Q: 3 clusters Score -2.33443e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -23344510.000000 Penalty: 5966.281250
	Iteration 62Q: 3 clusters Score -2.334451e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134404 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -23344802.000000 Penalty: 5966.281250
	Iteration 63Q: 3 clusters Score -2.33448e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -23345190.000000 Penalty: 5966.281250
	Iteration 64Q: 3 clusters Score -2.334519e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137428 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -23345552.000000 Penalty: 5966.281250
	Iteration 65Q: 3 clusters Score -2.334555e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139051 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -23345922.000000 Penalty: 5966.281250
	Iteration 66Q: 3 clusters Score -2.334592e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140717 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -23346356.000000 Penalty: 5966.281250
	Iteration 67Q: 3 clusters Score -2.334636e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -23346794.000000 Penalty: 5966.281250
	Iteration 68Q: 3 clusters Score -2.334679e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144395 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -23347386.000000 Penalty: 5966.281250
	Iteration 69Q: 3 clusters Score -2.334739e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -23347894.000000 Penalty: 5966.281250
	Iteration 70Q: 3 clusters Score -2.334789e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148100 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -23348516.000000 Penalty: 5966.281250
	Iteration 71Q: 3 clusters Score -2.334852e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -23349088.000000 Penalty: 5966.281250
	Iteration 72Q: 3 clusters Score -2.334909e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151573 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -23349520.000000 Penalty: 5966.281250
	Iteration 73Q: 3 clusters Score -2.334952e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153251 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -23350024.000000 Penalty: 5966.281250
	Iteration 74Q: 3 clusters Score -2.335002e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154880 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -23350460.000000 Penalty: 5966.281250
	Iteration 75Q: 3 clusters Score -2.335046e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156387 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -23350952.000000 Penalty: 5966.281250
	Iteration 76Q: 3 clusters Score -2.335095e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157767 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -23351274.000000 Penalty: 5966.281250
	Iteration 77Q: 3 clusters Score -2.335127e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158959 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -23351544.000000 Penalty: 5966.281250
	Iteration 78Q: 3 clusters Score -2.335154e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159959 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -23351672.000000 Penalty: 5966.281250
	Iteration 79Q: 3 clusters Score -2.335167e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160799 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -23351764.000000 Penalty: 5966.281250
	Iteration 80F: 3 clusters Score -2.335176e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161506 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -23351898.000000 Penalty: 5966.281250
	Iteration 81Q: 3 clusters Score -2.33519e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162136 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -23352062.000000 Penalty: 5966.281250
	Iteration 82Q: 3 clusters Score -2.335206e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162692 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -23352178.000000 Penalty: 5966.281250
	Iteration 83Q: 3 clusters Score -2.335218e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163163 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -23352292.000000 Penalty: 5966.281250
	Iteration 84Q: 3 clusters Score -2.335229e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163515 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -23352344.000000 Penalty: 5966.281250
	Iteration 85Q: 3 clusters Score -2.335234e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163832 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -23352366.000000 Penalty: 5966.281250
	Iteration 86Q: 3 clusters Score -2.335237e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164113 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -23352490.000000 Penalty: 5966.281250
	Iteration 87Q: 3 clusters Score -2.335249e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164372 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -23352612.000000 Penalty: 5966.281250
	Iteration 88Q: 3 clusters Score -2.335261e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164610 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -23352656.000000 Penalty: 5966.281250
	Iteration 89Q: 3 clusters Score -2.335266e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164790 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -23352686.000000 Penalty: 5966.281250
	Iteration 90Q: 3 clusters Score -2.335269e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164962 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -23352714.000000 Penalty: 5966.281250
	Iteration 91Q: 3 clusters Score -2.335271e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165099 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -23352758.000000 Penalty: 5966.281250
	Iteration 92Q: 3 clusters Score -2.335276e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -23352754.000000 Penalty: 5966.281250
	Iteration 93Q: 3 clusters Score -2.335275e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -23352746.000000 Penalty: 5966.281250
	Iteration 94Q: 3 clusters Score -2.335275e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -23352756.000000 Penalty: 5966.281250
	Iteration 95Q: 3 clusters Score -2.335276e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165448 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -23352772.000000 Penalty: 5966.281250
	Iteration 96Q: 3 clusters Score -2.335277e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165503 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -23352776.000000 Penalty: 5966.281250
	Iteration 97Q: 3 clusters Score -2.335278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -23352786.000000 Penalty: 5966.281250
	Iteration 98Q: 3 clusters Score -2.335279e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165601 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23352780.000000 Penalty: 5966.281250
	Iteration 99Q: 3 clusters Score -2.335278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165635 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -23352798.000000 Penalty: 5966.281250
	Iteration 100F: 3 clusters Score -2.33528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165662 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -23352798.000000 Penalty: 5966.281250
	Iteration 101Q: 3 clusters Score -2.33528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165691 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -23352780.000000 Penalty: 5966.281250
	Iteration 102Q: 3 clusters Score -2.335278e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165719 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -23352794.000000 Penalty: 5966.281250
	Iteration 103Q: 3 clusters Score -2.335279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165739 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -23352794.000000 Penalty: 5966.281250
	Iteration 104Q: 3 clusters Score -2.335279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23352790.000000 Penalty: 5966.281250
	Iteration 105Q: 3 clusters Score -2.335279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165769 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -23352798.000000 Penalty: 5966.281250
	Iteration 106Q: 3 clusters Score -2.33528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -23352804.000000 Penalty: 5966.281250
	Iteration 107Q: 3 clusters Score -2.33528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23352796.000000 Penalty: 5966.281250
	Iteration 108Q: 3 clusters Score -2.33528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165803 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23352796.000000 Penalty: 5966.281250
	Iteration 109Q: 3 clusters Score -2.33528e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165813 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -23352786.000000 Penalty: 5966.281250
	Iteration 110Q: 3 clusters Score -2.335279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165828 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23352790.000000 Penalty: 5966.281250
	Iteration 111Q: 3 clusters Score -2.335279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23352800.000000 Penalty: 5966.281250
	Iteration 112Q: 3 clusters Score -2.33528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165851 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23352798.000000 Penalty: 5966.281250
	Iteration 113Q: 3 clusters Score -2.33528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165856 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23352796.000000 Penalty: 5966.281250
	Iteration 114Q: 3 clusters Score -2.33528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165859 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -23352800.000000 Penalty: 5966.281250
	Iteration 115Q: 3 clusters Score -2.33528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165867 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23352812.000000 Penalty: 5966.281250
	Iteration 116Q: 3 clusters Score -2.335281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165871 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23352810.000000 Penalty: 5966.281250
	Iteration 117Q: 3 clusters Score -2.335281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165874 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23352796.000000 Penalty: 5966.281250
	Iteration 118Q: 3 clusters Score -2.33528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165879 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23352796.000000 Penalty: 5966.281250
	Iteration 119Q: 3 clusters Score -2.33528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -23352792.000000 Penalty: 5966.281250
	Iteration 120F: 3 clusters Score -2.335279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165890 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.281250
	Iteration 121Q: 3 clusters Score -2.335282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -23352812.000000 Penalty: 5966.281250
	Iteration 122Q: 3 clusters Score -2.335281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165903 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23352822.000000 Penalty: 5966.281250
	Iteration 123Q: 3 clusters Score -2.335282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -23352832.000000 Penalty: 5966.281250
	Iteration 124Q: 3 clusters Score -2.335283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165907 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5966.281250
	Iteration 125Q: 3 clusters Score -2.335282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165913 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -23352812.000000 Penalty: 5966.281250
	Iteration 126Q: 3 clusters Score -2.335281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -23352810.000000 Penalty: 5966.281250
	Iteration 127Q: 3 clusters Score -2.335281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165922 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -23352808.000000 Penalty: 5966.281250
	Iteration 128Q: 3 clusters Score -2.335281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23352830.000000 Penalty: 5966.281250
	Iteration 129Q: 3 clusters Score -2.335283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165921 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23352828.000000 Penalty: 5966.281250
	Iteration 130Q: 3 clusters Score -2.335283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165923 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.281250
	Iteration 131Q: 3 clusters Score -2.335282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23352818.000000 Penalty: 5966.281250
	Iteration 132Q: 3 clusters Score -2.335282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23352830.000000 Penalty: 5966.281250
	Iteration 133Q: 3 clusters Score -2.335283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -23352830.000000 Penalty: 5966.281250
	Iteration 134Q: 3 clusters Score -2.335283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23352822.000000 Penalty: 5966.281250
	Iteration 135Q: 3 clusters Score -2.335282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5966.281250
	Iteration 136Q: 3 clusters Score -2.335282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165939 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.281250
	Iteration 137Q: 3 clusters Score -2.335282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165942 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.281250
	Iteration 138Q: 3 clusters Score -2.335282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165948 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -23352818.000000 Penalty: 5966.281250
	Iteration 139Q: 3 clusters Score -2.335282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 140F: 3 clusters Score -2.335282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165954 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -23352830.000000 Penalty: 5966.281250
	Iteration 141Q: 3 clusters Score -2.335283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165954 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -23352830.000000 Penalty: 5966.281250
	Iteration 142Q: 3 clusters Score -2.335283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165953 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -23352826.000000 Penalty: 5966.281250
	Iteration 143Q: 3 clusters Score -2.335283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 144Q: 3 clusters Score -2.335282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23352828.000000 Penalty: 5966.281250
	Iteration 145Q: 3 clusters Score -2.335283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5966.281250
	Iteration 146Q: 3 clusters Score -2.335282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165958 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.281250
	Iteration 147Q: 3 clusters Score -2.335282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23352828.000000 Penalty: 5966.281250
	Iteration 148Q: 3 clusters Score -2.335283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165960 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 149Q: 3 clusters Score -2.335282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5966.281250
	Iteration 150Q: 3 clusters Score -2.335282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 151Q: 3 clusters Score -2.335282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165962 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23352820.000000 Penalty: 5966.281250
	Iteration 152Q: 3 clusters Score -2.335282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 153Q: 3 clusters Score -2.335282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165963 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23352824.000000 Penalty: 5966.281250
	Iteration 154F: 3 clusters Score -2.335282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95048.632812 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95048.63 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -95407.289062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95407.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -95586.187500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95586.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -95740.406250 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -95740.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96033.437500 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -96033.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96603.937500 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -96603.94 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96904.734375 Penalty: 3306.179199
	Iteration 6F: 3 clusters Score -96904.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97097.429688 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -97097.43 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97147.218750 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -97147.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -97157.406250 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -97157.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97169.046875 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -97169.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -97181.187500 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -97181.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97190.984375 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -97190.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -97200.429688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -97200.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97202.906250 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -97202.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -97202.906250 Penalty: 3306.179199
	Iteration 15F: 3 clusters Score -97202.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 15 contains 470 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149797 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938152.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939528.000000 to -84938152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -246395.234375 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -246395.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -243890.765625 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -243890.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -244290.015625 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -244290 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -244398.859375 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -244398.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -244455.250000 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -244455.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244495.609375 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -244495.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -244518.796875 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -244518.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -244535.015625 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -244535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -244545.453125 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -244545.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -244553.609375 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -244553.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -244562.453125 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -244562.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244568.718750 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -244568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -244576.046875 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -244576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244584.609375 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -244584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -244588.640625 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -244588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -244589.968750 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -244590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -244591.406250 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -244591.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244594.093750 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -244594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -244594.515625 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -244594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244595.218750 Penalty: 3711.410156
	Iteration 18Q: 3 clusters Score -244595.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -244595.875000 Penalty: 3711.410156
	Iteration 19Q: 3 clusters Score -244595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -244596.843750 Penalty: 3711.410156
	Iteration 20F: 3 clusters Score -244596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244596.906250 Penalty: 3711.410156
	Iteration 21Q: 3 clusters Score -244596.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -244596.906250 Penalty: 3711.410156
	Iteration 22F: 3 clusters Score -244596.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Entering Unmasked Estep 
Score: -1542302.500000 Penalty: 2304.190674
	Iteration 0F: 2 clusters Score -1542302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1534077.750000 Penalty: 4608.381348
	Iteration 0F: 3 clusters Score -1534078 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1536438.750000 Penalty: 4608.381348
	Iteration 1F: 3 clusters Score -1536439 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1536722.250000 Penalty: 4608.381348
	Iteration 2F: 3 clusters Score -1536722 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1536915.000000 Penalty: 4608.381348
	Iteration 3Q: 3 clusters Score -1536915 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1537081.750000 Penalty: 4608.381348
	Iteration 4Q: 3 clusters Score -1537082 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1537213.750000 Penalty: 4608.381348
	Iteration 5Q: 3 clusters Score -1537214 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1537330.500000 Penalty: 4608.381348
	Iteration 6Q: 3 clusters Score -1537330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1537473.000000 Penalty: 4608.381348
	Iteration 7Q: 3 clusters Score -1537473 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1537598.375000 Penalty: 4608.381348
	Iteration 8Q: 3 clusters Score -1537598 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1537740.375000 Penalty: 4608.381348
	Iteration 9Q: 3 clusters Score -1537740 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1537925.000000 Penalty: 4608.381348
	Iteration 10Q: 3 clusters Score -1537925 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1538144.750000 Penalty: 4608.381348
	Iteration 11Q: 3 clusters Score -1538145 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1538374.375000 Penalty: 4608.381348
	Iteration 12Q: 3 clusters Score -1538374 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1538624.250000 Penalty: 4608.381348
	Iteration 13Q: 3 clusters Score -1538624 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1538896.000000 Penalty: 4608.381348
	Iteration 14Q: 3 clusters Score -1538896 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1539175.875000 Penalty: 4608.381348
	Iteration 15Q: 3 clusters Score -1539176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1539451.750000 Penalty: 4608.381348
	Iteration 16Q: 3 clusters Score -1539452 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1539690.875000 Penalty: 4608.381348
	Iteration 17Q: 3 clusters Score -1539691 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1539846.625000 Penalty: 4608.381348
	Iteration 18Q: 3 clusters Score -1539847 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1539978.625000 Penalty: 4608.381348
	Iteration 19Q: 3 clusters Score -1539979 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1540078.750000 Penalty: 4608.381348
	Iteration 20F: 3 clusters Score -1540079 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1540145.500000 Penalty: 4608.381348
	Iteration 21Q: 3 clusters Score -1540146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1540188.375000 Penalty: 4608.381348
	Iteration 22Q: 3 clusters Score -1540188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1540214.625000 Penalty: 4608.381348
	Iteration 23Q: 3 clusters Score -1540215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1540249.375000 Penalty: 4608.381348
	Iteration 24Q: 3 clusters Score -1540249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1540276.250000 Penalty: 4608.381348
	Iteration 25Q: 3 clusters Score -1540276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1540286.375000 Penalty: 4608.381348
	Iteration 26Q: 3 clusters Score -1540286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1540297.625000 Penalty: 4608.381348
	Iteration 27Q: 3 clusters Score -1540298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1540306.625000 Penalty: 4608.381348
	Iteration 28Q: 3 clusters Score -1540307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1540322.875000 Penalty: 4608.381348
	Iteration 29Q: 3 clusters Score -1540323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1540330.875000 Penalty: 4608.381348
	Iteration 30Q: 3 clusters Score -1540331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1540333.875000 Penalty: 4608.381348
	Iteration 31Q: 3 clusters Score -1540334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1540336.375000 Penalty: 4608.381348
	Iteration 32Q: 3 clusters Score -1540336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1540335.625000 Penalty: 4608.381348
	Iteration 33Q: 3 clusters Score -1540336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1540335.625000 Penalty: 4608.381348
	Iteration 34F: 3 clusters Score -1540336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Entering Unmasked Estep 
Score: -3382056.500000 Penalty: 2499.434326
	Iteration 0F: 2 clusters Score -3382056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3365363.000000 Penalty: 4998.868652
	Iteration 0F: 3 clusters Score -3365363 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3371004.250000 Penalty: 4998.868652
	Iteration 1F: 3 clusters Score -3371004 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3371437.250000 Penalty: 4998.868652
	Iteration 2F: 3 clusters Score -3371437 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3371812.250000 Penalty: 4998.868652
	Iteration 3Q: 3 clusters Score -3371812 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -3372179.500000 Penalty: 4998.868652
	Iteration 4Q: 3 clusters Score -3372180 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3372511.250000 Penalty: 4998.868652
	Iteration 5Q: 3 clusters Score -3372511 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -3372830.750000 Penalty: 4998.868652
	Iteration 6Q: 3 clusters Score -3372831 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -3373148.500000 Penalty: 4998.868652
	Iteration 7Q: 3 clusters Score -3373148 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -3373501.500000 Penalty: 4998.868652
	Iteration 8Q: 3 clusters Score -3373502 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3373951.500000 Penalty: 4998.868652
	Iteration 9Q: 3 clusters Score -3373952 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3374434.500000 Penalty: 4998.868652
	Iteration 10Q: 3 clusters Score -3374434 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3375071.500000 Penalty: 4998.868652
	Iteration 11Q: 3 clusters Score -3375072 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3375807.250000 Penalty: 4998.868652
	Iteration 12Q: 3 clusters Score -3375807 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -3376440.250000 Penalty: 4998.868652
	Iteration 13Q: 3 clusters Score -3376440 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3376839.500000 Penalty: 4998.868652
	Iteration 14Q: 3 clusters Score -3376840 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3377047.000000 Penalty: 4998.868652
	Iteration 15Q: 3 clusters Score -3377047 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3377146.250000 Penalty: 4998.868652
	Iteration 16Q: 3 clusters Score -3377146 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3377219.250000 Penalty: 4998.868652
	Iteration 17Q: 3 clusters Score -3377219 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3377270.750000 Penalty: 4998.868652
	Iteration 18Q: 3 clusters Score -3377271 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3377303.000000 Penalty: 4998.868652
	Iteration 19Q: 3 clusters Score -3377303 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3377347.250000 Penalty: 4998.868652
	Iteration 20F: 3 clusters Score -3377347 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3377381.000000 Penalty: 4998.868652
	Iteration 21Q: 3 clusters Score -3377381 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -3377428.000000 Penalty: 4998.868652
	Iteration 22Q: 3 clusters Score -3377428 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3377463.500000 Penalty: 4998.868652
	Iteration 23Q: 3 clusters Score -3377464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3377483.000000 Penalty: 4998.868652
	Iteration 24Q: 3 clusters Score -3377483 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3377514.750000 Penalty: 4998.868652
	Iteration 25Q: 3 clusters Score -3377515 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3377548.000000 Penalty: 4998.868652
	Iteration 26Q: 3 clusters Score -3377548 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3377577.000000 Penalty: 4998.868652
	Iteration 27Q: 3 clusters Score -3377577 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3377602.000000 Penalty: 4998.868652
	Iteration 28Q: 3 clusters Score -3377602 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -3377618.000000 Penalty: 4998.868652
	Iteration 29Q: 3 clusters Score -3377618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3377621.500000 Penalty: 4998.868652
	Iteration 30Q: 3 clusters Score -3377622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -3377651.000000 Penalty: 4998.868652
	Iteration 31Q: 3 clusters Score -3377651 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3377670.750000 Penalty: 4998.868652
	Iteration 32Q: 3 clusters Score -3377671 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -3377675.250000 Penalty: 4998.868652
	Iteration 33Q: 3 clusters Score -3377675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3377692.500000 Penalty: 4998.868652
	Iteration 34Q: 3 clusters Score -3377692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3377723.000000 Penalty: 4998.868652
	Iteration 35Q: 3 clusters Score -3377723 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3377754.000000 Penalty: 4998.868652
	Iteration 36Q: 3 clusters Score -3377754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -3377769.500000 Penalty: 4998.868652
	Iteration 37Q: 3 clusters Score -3377770 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3377788.500000 Penalty: 4998.868652
	Iteration 38Q: 3 clusters Score -3377788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -3377811.750000 Penalty: 4998.868652
	Iteration 39Q: 3 clusters Score -3377812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -3377839.500000 Penalty: 4998.868652
	Iteration 40F: 3 clusters Score -3377840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3377865.250000 Penalty: 4998.868652
	Iteration 41Q: 3 clusters Score -3377865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -3377912.750000 Penalty: 4998.868652
	Iteration 42Q: 3 clusters Score -3377913 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -3377956.750000 Penalty: 4998.868652
	Iteration 43Q: 3 clusters Score -3377957 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3377990.750000 Penalty: 4998.868652
	Iteration 44Q: 3 clusters Score -3377991 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3378030.500000 Penalty: 4998.868652
	Iteration 45Q: 3 clusters Score -3378030 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3378055.500000 Penalty: 4998.868652
	Iteration 46Q: 3 clusters Score -3378056 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3378073.500000 Penalty: 4998.868652
	Iteration 47Q: 3 clusters Score -3378074 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3378122.500000 Penalty: 4998.868652
	Iteration 48Q: 3 clusters Score -3378122 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3378166.500000 Penalty: 4998.868652
	Iteration 49Q: 3 clusters Score -3378166 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3378227.500000 Penalty: 4998.868652
	Iteration 50Q: 3 clusters Score -3378228 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3378283.250000 Penalty: 4998.868652
	Iteration 51Q: 3 clusters Score -3378283 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3378326.250000 Penalty: 4998.868652
	Iteration 52Q: 3 clusters Score -3378326 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3378367.000000 Penalty: 4998.868652
	Iteration 53Q: 3 clusters Score -3378367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3378407.000000 Penalty: 4998.868652
	Iteration 54Q: 3 clusters Score -3378407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3378468.000000 Penalty: 4998.868652
	Iteration 55Q: 3 clusters Score -3378468 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -3378497.250000 Penalty: 4998.868652
	Iteration 56Q: 3 clusters Score -3378497 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -3378526.750000 Penalty: 4998.868652
	Iteration 57Q: 3 clusters Score -3378527 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -3378566.500000 Penalty: 4998.868652
	Iteration 58Q: 3 clusters Score -3378566 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -3378618.250000 Penalty: 4998.868652
	Iteration 59Q: 3 clusters Score -3378618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3378651.000000 Penalty: 4998.868652
	Iteration 60F: 3 clusters Score -3378651 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3378705.500000 Penalty: 4998.868652
	Iteration 61Q: 3 clusters Score -3378706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3378744.500000 Penalty: 4998.868652
	Iteration 62Q: 3 clusters Score -3378744 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3378791.500000 Penalty: 4998.868652
	Iteration 63Q: 3 clusters Score -3378792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3378833.500000 Penalty: 4998.868652
	Iteration 64Q: 3 clusters Score -3378834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3378869.750000 Penalty: 4998.868652
	Iteration 65Q: 3 clusters Score -3378870 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3378916.000000 Penalty: 4998.868652
	Iteration 66Q: 3 clusters Score -3378916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3378947.000000 Penalty: 4998.868652
	Iteration 67Q: 3 clusters Score -3378947 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3378993.000000 Penalty: 4998.868652
	Iteration 68Q: 3 clusters Score -3378993 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3379039.000000 Penalty: 4998.868652
	Iteration 69Q: 3 clusters Score -3379039 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3379091.000000 Penalty: 4998.868652
	Iteration 70Q: 3 clusters Score -3379091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3379133.500000 Penalty: 4998.868652
	Iteration 71Q: 3 clusters Score -3379134 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3379177.250000 Penalty: 4998.868652
	Iteration 72Q: 3 clusters Score -3379177 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3379238.250000 Penalty: 4998.868652
	Iteration 73Q: 3 clusters Score -3379238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3379279.500000 Penalty: 4998.868652
	Iteration 74Q: 3 clusters Score -3379280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3379315.250000 Penalty: 4998.868652
	Iteration 75Q: 3 clusters Score -3379315 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -3379366.250000 Penalty: 4998.868652
	Iteration 76Q: 3 clusters Score -3379366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3379416.750000 Penalty: 4998.868652
	Iteration 77Q: 3 clusters Score -3379417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3379454.000000 Penalty: 4998.868652
	Iteration 78Q: 3 clusters Score -3379454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3379486.250000 Penalty: 4998.868652
	Iteration 79Q: 3 clusters Score -3379486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3379503.500000 Penalty: 4998.868652
	Iteration 80F: 3 clusters Score -3379504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3379536.250000 Penalty: 4998.868652
	Iteration 81Q: 3 clusters Score -3379536 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3379572.500000 Penalty: 4998.868652
	Iteration 82Q: 3 clusters Score -3379572 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3379594.750000 Penalty: 4998.868652
	Iteration 83Q: 3 clusters Score -3379595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3379625.000000 Penalty: 4998.868652
	Iteration 84Q: 3 clusters Score -3379625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3379653.500000 Penalty: 4998.868652
	Iteration 85Q: 3 clusters Score -3379654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3379670.750000 Penalty: 4998.868652
	Iteration 86Q: 3 clusters Score -3379671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3379696.250000 Penalty: 4998.868652
	Iteration 87Q: 3 clusters Score -3379696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3379716.500000 Penalty: 4998.868652
	Iteration 88Q: 3 clusters Score -3379716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3379731.000000 Penalty: 4998.868652
	Iteration 89Q: 3 clusters Score -3379731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3379741.750000 Penalty: 4998.868652
	Iteration 90Q: 3 clusters Score -3379742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3379752.250000 Penalty: 4998.868652
	Iteration 91Q: 3 clusters Score -3379752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3379761.500000 Penalty: 4998.868652
	Iteration 92Q: 3 clusters Score -3379762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3379767.250000 Penalty: 4998.868652
	Iteration 93Q: 3 clusters Score -3379767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3379776.500000 Penalty: 4998.868652
	Iteration 94Q: 3 clusters Score -3379776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3379779.250000 Penalty: 4998.868652
	Iteration 95Q: 3 clusters Score -3379779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3379783.000000 Penalty: 4998.868652
	Iteration 96Q: 3 clusters Score -3379783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3379784.250000 Penalty: 4998.868652
	Iteration 97Q: 3 clusters Score -3379784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3379783.000000 Penalty: 4998.868652
	Iteration 98Q: 3 clusters Score -3379783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3379788.000000 Penalty: 4998.868652
	Iteration 99Q: 3 clusters Score -3379788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3379785.750000 Penalty: 4998.868652
	Iteration 100F: 3 clusters Score -3379786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3379785.250000 Penalty: 4998.868652
	Iteration 101Q: 3 clusters Score -3379785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3379788.750000 Penalty: 4998.868652
	Iteration 102Q: 3 clusters Score -3379789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3379784.250000 Penalty: 4998.868652
	Iteration 103Q: 3 clusters Score -3379784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3379783.750000 Penalty: 4998.868652
	Iteration 104Q: 3 clusters Score -3379784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3379783.250000 Penalty: 4998.868652
	Iteration 105Q: 3 clusters Score -3379783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3379783.250000 Penalty: 4998.868652
	Iteration 106F: 3 clusters Score -3379783 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 256 members 
Entering Unmasked Estep 
Score: -61733.949219 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61733.95 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61950.039062 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61950.04 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -62150.144531 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62150.14 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62435.718750 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62435.72 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62767.941406 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62767.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62967.808594 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62967.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63142.371094 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63142.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63368.425781 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63368.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63520.812500 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63520.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63643.769531 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63643.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63665.660156 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63665.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63715.058594 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63715.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63723.679688 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63723.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63737.609375 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63737.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63756.406250 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63756.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63774.382812 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63774.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63779.425781 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -63779.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63781.218750 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63781.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63781.218750 Penalty: 3116.930664
	Iteration 18F: 3 clusters Score -63781.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 186 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 15 contains 350 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149797 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938160.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939528.000000 to -84938160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Entering Unmasked Estep 
Score: -4170597.500000 Penalty: 2551.652344
	Iteration 0F: 2 clusters Score -4170598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -4150374.750000 Penalty: 5103.304688
	Iteration 0F: 3 clusters Score -4150375 nChanged 13246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -4157666.250000 Penalty: 5103.304688
	Iteration 1F: 3 clusters Score -4157666 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4158099.750000 Penalty: 5103.304688
	Iteration 2Q: 3 clusters Score -4158100 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4158580.000000 Penalty: 5103.304688
	Iteration 3Q: 3 clusters Score -4158580 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4159161.500000 Penalty: 5103.304688
	Iteration 4Q: 3 clusters Score -4159162 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -4159924.500000 Penalty: 5103.304688
	Iteration 5Q: 3 clusters Score -4159924 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -4161020.000000 Penalty: 5103.304688
	Iteration 6F: 3 clusters Score -4161020 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4162414.500000 Penalty: 5103.304688
	Iteration 7F: 3 clusters Score -4162414 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4163991.250000 Penalty: 5103.304688
	Iteration 8F: 3 clusters Score -4163991 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4165333.250000 Penalty: 5103.304688
	Iteration 9F: 3 clusters Score -4165333 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -4166176.500000 Penalty: 5103.304688
	Iteration 10Q: 3 clusters Score -4166176 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -4166590.750000 Penalty: 5103.304688
	Iteration 11Q: 3 clusters Score -4166591 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -4166894.250000 Penalty: 5103.304688
	Iteration 12Q: 3 clusters Score -4166894 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -4167111.000000 Penalty: 5103.304688
	Iteration 13Q: 3 clusters Score -4167111 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4167300.250000 Penalty: 5103.304688
	Iteration 14Q: 3 clusters Score -4167300 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -4167467.250000 Penalty: 5103.304688
	Iteration 15Q: 3 clusters Score -4167467 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -4167600.500000 Penalty: 5103.304688
	Iteration 16Q: 3 clusters Score -4167600 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4167720.000000 Penalty: 5103.304688
	Iteration 17Q: 3 clusters Score -4167720 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -4167838.000000 Penalty: 5103.304688
	Iteration 18Q: 3 clusters Score -4167838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4167923.500000 Penalty: 5103.304688
	Iteration 19Q: 3 clusters Score -4167924 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4167990.000000 Penalty: 5103.304688
	Iteration 20F: 3 clusters Score -4167990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4168020.750000 Penalty: 5103.304688
	Iteration 21Q: 3 clusters Score -4168021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4168058.250000 Penalty: 5103.304688
	Iteration 22Q: 3 clusters Score -4168058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -4168098.500000 Penalty: 5103.304688
	Iteration 23Q: 3 clusters Score -4168098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4168140.750000 Penalty: 5103.304688
	Iteration 24Q: 3 clusters Score -4168141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4168175.250000 Penalty: 5103.304688
	Iteration 25Q: 3 clusters Score -4168175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4168201.750000 Penalty: 5103.304688
	Iteration 26Q: 3 clusters Score -4168202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4168223.500000 Penalty: 5103.304688
	Iteration 27Q: 3 clusters Score -4168224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4168262.500000 Penalty: 5103.304688
	Iteration 28Q: 3 clusters Score -4168262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4168290.000000 Penalty: 5103.304688
	Iteration 29Q: 3 clusters Score -4168290 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4168325.250000 Penalty: 5103.304688
	Iteration 30Q: 3 clusters Score -4168325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4168341.500000 Penalty: 5103.304688
	Iteration 31Q: 3 clusters Score -4168342 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4168362.000000 Penalty: 5103.304688
	Iteration 32Q: 3 clusters Score -4168362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4168374.500000 Penalty: 5103.304688
	Iteration 33Q: 3 clusters Score -4168374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4168395.000000 Penalty: 5103.304688
	Iteration 34Q: 3 clusters Score -4168395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4168401.750000 Penalty: 5103.304688
	Iteration 35Q: 3 clusters Score -4168402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4168412.000000 Penalty: 5103.304688
	Iteration 36Q: 3 clusters Score -4168412 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4168429.000000 Penalty: 5103.304688
	Iteration 37Q: 3 clusters Score -4168429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4168433.000000 Penalty: 5103.304688
	Iteration 38Q: 3 clusters Score -4168433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4168435.250000 Penalty: 5103.304688
	Iteration 39Q: 3 clusters Score -4168435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4168440.250000 Penalty: 5103.304688
	Iteration 40F: 3 clusters Score -4168440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4168455.000000 Penalty: 5103.304688
	Iteration 41Q: 3 clusters Score -4168455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4168454.250000 Penalty: 5103.304688
	Iteration 42Q: 3 clusters Score -4168454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4168456.500000 Penalty: 5103.304688
	Iteration 43Q: 3 clusters Score -4168456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4168463.000000 Penalty: 5103.304688
	Iteration 44Q: 3 clusters Score -4168463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4168467.750000 Penalty: 5103.304688
	Iteration 45Q: 3 clusters Score -4168468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4168473.750000 Penalty: 5103.304688
	Iteration 46Q: 3 clusters Score -4168474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4168486.750000 Penalty: 5103.304688
	Iteration 47Q: 3 clusters Score -4168487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4168482.750000 Penalty: 5103.304688
	Iteration 48Q: 3 clusters Score -4168483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4168488.750000 Penalty: 5103.304688
	Iteration 49Q: 3 clusters Score -4168489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4168498.000000 Penalty: 5103.304688
	Iteration 50Q: 3 clusters Score -4168498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4168505.750000 Penalty: 5103.304688
	Iteration 51Q: 3 clusters Score -4168506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4168510.750000 Penalty: 5103.304688
	Iteration 52Q: 3 clusters Score -4168511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4168519.750000 Penalty: 5103.304688
	Iteration 53Q: 3 clusters Score -4168520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4168517.000000 Penalty: 5103.304688
	Iteration 54Q: 3 clusters Score -4168517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4168514.250000 Penalty: 5103.304688
	Iteration 55Q: 3 clusters Score -4168514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4168516.500000 Penalty: 5103.304688
	Iteration 56Q: 3 clusters Score -4168516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4168523.250000 Penalty: 5103.304688
	Iteration 57Q: 3 clusters Score -4168523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4168522.750000 Penalty: 5103.304688
	Iteration 58Q: 3 clusters Score -4168523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4168525.750000 Penalty: 5103.304688
	Iteration 59Q: 3 clusters Score -4168526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4168526.500000 Penalty: 5103.304688
	Iteration 60F: 3 clusters Score -4168526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4168532.250000 Penalty: 5103.304688
	Iteration 61Q: 3 clusters Score -4168532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4168535.500000 Penalty: 5103.304688
	Iteration 62Q: 3 clusters Score -4168536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4168540.250000 Penalty: 5103.304688
	Iteration 63Q: 3 clusters Score -4168540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4168541.000000 Penalty: 5103.304688
	Iteration 64Q: 3 clusters Score -4168541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4168541.000000 Penalty: 5103.304688
	Iteration 65F: 3 clusters Score -4168541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 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 303 members 
Entering Unmasked Estep 
Score: -84893.945312 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84893.95 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -85174.492188 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85174.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85278.312500 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85278.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85328.429688 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85328.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85364.578125 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85364.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85383.289062 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85383.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85393.648438 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85393.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85396.570312 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85396.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85399.343750 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85399.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -85399.343750 Penalty: 3242.917236
	Iteration 9F: 3 clusters Score -85399.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Entering Unmasked Estep 
Score: -3009700.250000 Penalty: 2470.947998
	Iteration 0F: 2 clusters Score -3009700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2994788.500000 Penalty: 4941.895996
	Iteration 0F: 3 clusters Score -2994788 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -3000158.000000 Penalty: 4941.895996
	Iteration 1F: 3 clusters Score -3000158 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3000807.250000 Penalty: 4941.895996
	Iteration 2F: 3 clusters Score -3000807 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3001499.750000 Penalty: 4941.895996
	Iteration 3F: 3 clusters Score -3001500 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3002277.000000 Penalty: 4941.895996
	Iteration 4F: 3 clusters Score -3002277 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3003133.750000 Penalty: 4941.895996
	Iteration 5F: 3 clusters Score -3003134 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3004073.250000 Penalty: 4941.895996
	Iteration 6F: 3 clusters Score -3004073 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -3005055.500000 Penalty: 4941.895996
	Iteration 7F: 3 clusters Score -3005056 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3005840.500000 Penalty: 4941.895996
	Iteration 8Q: 3 clusters Score -3005840 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3006375.750000 Penalty: 4941.895996
	Iteration 9Q: 3 clusters Score -3006376 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3006744.250000 Penalty: 4941.895996
	Iteration 10Q: 3 clusters Score -3006744 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -3006997.250000 Penalty: 4941.895996
	Iteration 11Q: 3 clusters Score -3006997 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -3007161.500000 Penalty: 4941.895996
	Iteration 12Q: 3 clusters Score -3007162 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3007266.750000 Penalty: 4941.895996
	Iteration 13Q: 3 clusters Score -3007267 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3007381.250000 Penalty: 4941.895996
	Iteration 14Q: 3 clusters Score -3007381 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3007461.250000 Penalty: 4941.895996
	Iteration 15Q: 3 clusters Score -3007461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3007506.500000 Penalty: 4941.895996
	Iteration 16Q: 3 clusters Score -3007506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3007536.000000 Penalty: 4941.895996
	Iteration 17Q: 3 clusters Score -3007536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3007556.250000 Penalty: 4941.895996
	Iteration 18Q: 3 clusters Score -3007556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3007579.750000 Penalty: 4941.895996
	Iteration 19Q: 3 clusters Score -3007580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3007596.500000 Penalty: 4941.895996
	Iteration 20F: 3 clusters Score -3007596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -3007608.750000 Penalty: 4941.895996
	Iteration 21Q: 3 clusters Score -3007609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3007621.000000 Penalty: 4941.895996
	Iteration 22Q: 3 clusters Score -3007621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3007634.250000 Penalty: 4941.895996
	Iteration 23Q: 3 clusters Score -3007634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -3007636.500000 Penalty: 4941.895996
	Iteration 24Q: 3 clusters Score -3007636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3007655.250000 Penalty: 4941.895996
	Iteration 25Q: 3 clusters Score -3007655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3007661.500000 Penalty: 4941.895996
	Iteration 26Q: 3 clusters Score -3007662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3007662.000000 Penalty: 4941.895996
	Iteration 27Q: 3 clusters Score -3007662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3007672.250000 Penalty: 4941.895996
	Iteration 28Q: 3 clusters Score -3007672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3007681.500000 Penalty: 4941.895996
	Iteration 29Q: 3 clusters Score -3007682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3007691.000000 Penalty: 4941.895996
	Iteration 30Q: 3 clusters Score -3007691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3007698.500000 Penalty: 4941.895996
	Iteration 31Q: 3 clusters Score -3007698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3007704.250000 Penalty: 4941.895996
	Iteration 32Q: 3 clusters Score -3007704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3007715.750000 Penalty: 4941.895996
	Iteration 33Q: 3 clusters Score -3007716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3007723.250000 Penalty: 4941.895996
	Iteration 34Q: 3 clusters Score -3007723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3007725.500000 Penalty: 4941.895996
	Iteration 35Q: 3 clusters Score -3007726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3007734.750000 Penalty: 4941.895996
	Iteration 36Q: 3 clusters Score -3007735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -3007741.000000 Penalty: 4941.895996
	Iteration 37Q: 3 clusters Score -3007741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3007746.250000 Penalty: 4941.895996
	Iteration 38Q: 3 clusters Score -3007746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -3007756.250000 Penalty: 4941.895996
	Iteration 39Q: 3 clusters Score -3007756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3007767.250000 Penalty: 4941.895996
	Iteration 40F: 3 clusters Score -3007767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3007770.750000 Penalty: 4941.895996
	Iteration 41Q: 3 clusters Score -3007771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3007770.000000 Penalty: 4941.895996
	Iteration 42Q: 3 clusters Score -3007770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3007774.250000 Penalty: 4941.895996
	Iteration 43Q: 3 clusters Score -3007774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -3007776.750000 Penalty: 4941.895996
	Iteration 44Q: 3 clusters Score -3007777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -3007785.000000 Penalty: 4941.895996
	Iteration 45Q: 3 clusters Score -3007785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3007787.500000 Penalty: 4941.895996
	Iteration 46Q: 3 clusters Score -3007788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3007795.000000 Penalty: 4941.895996
	Iteration 47Q: 3 clusters Score -3007795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -3007798.500000 Penalty: 4941.895996
	Iteration 48Q: 3 clusters Score -3007798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3007793.500000 Penalty: 4941.895996
	Iteration 49Q: 3 clusters Score -3007794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -3007798.250000 Penalty: 4941.895996
	Iteration 50Q: 3 clusters Score -3007798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3007800.000000 Penalty: 4941.895996
	Iteration 51Q: 3 clusters Score -3007800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3007798.250000 Penalty: 4941.895996
	Iteration 52Q: 3 clusters Score -3007798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3007810.500000 Penalty: 4941.895996
	Iteration 53Q: 3 clusters Score -3007810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3007811.750000 Penalty: 4941.895996
	Iteration 54Q: 3 clusters Score -3007812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -3007824.750000 Penalty: 4941.895996
	Iteration 55Q: 3 clusters Score -3007825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3007832.000000 Penalty: 4941.895996
	Iteration 56Q: 3 clusters Score -3007832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3007835.500000 Penalty: 4941.895996
	Iteration 57Q: 3 clusters Score -3007836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3007846.000000 Penalty: 4941.895996
	Iteration 58Q: 3 clusters Score -3007846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -3007849.750000 Penalty: 4941.895996
	Iteration 59Q: 3 clusters Score -3007850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3007856.750000 Penalty: 4941.895996
	Iteration 60F: 3 clusters Score -3007857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3007857.250000 Penalty: 4941.895996
	Iteration 61Q: 3 clusters Score -3007857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3007856.750000 Penalty: 4941.895996
	Iteration 62Q: 3 clusters Score -3007857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -3007856.750000 Penalty: 4941.895996
	Iteration 63F: 3 clusters Score -3007857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Entering Unmasked Estep 
Score: -4563837.000000 Penalty: 2574.201660
	Iteration 0F: 2 clusters Score -4563837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -4541872.500000 Penalty: 5148.403320
	Iteration 0F: 3 clusters Score -4541872 nChanged 14455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -4549543.500000 Penalty: 5148.403320
	Iteration 1F: 3 clusters Score -4549544 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -4549980.500000 Penalty: 5148.403320
	Iteration 2Q: 3 clusters Score -4549980 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4550312.000000 Penalty: 5148.403320
	Iteration 3Q: 3 clusters Score -4550312 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4550613.000000 Penalty: 5148.403320
	Iteration 4Q: 3 clusters Score -4550613 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4550823.000000 Penalty: 5148.403320
	Iteration 5Q: 3 clusters Score -4550823 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4550998.000000 Penalty: 5148.403320
	Iteration 6Q: 3 clusters Score -4550998 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4551167.000000 Penalty: 5148.403320
	Iteration 7Q: 3 clusters Score -4551167 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -4551357.000000 Penalty: 5148.403320
	Iteration 8Q: 3 clusters Score -4551357 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4551559.500000 Penalty: 5148.403320
	Iteration 9Q: 3 clusters Score -4551560 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -4551841.000000 Penalty: 5148.403320
	Iteration 10Q: 3 clusters Score -4551841 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -4552198.000000 Penalty: 5148.403320
	Iteration 11Q: 3 clusters Score -4552198 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4552708.500000 Penalty: 5148.403320
	Iteration 12Q: 3 clusters Score -4552708 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4553537.000000 Penalty: 5148.403320
	Iteration 13Q: 3 clusters Score -4553537 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -4554570.500000 Penalty: 5148.403320
	Iteration 14F: 3 clusters Score -4554570 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4555836.000000 Penalty: 5148.403320
	Iteration 15F: 3 clusters Score -4555836 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4557137.500000 Penalty: 5148.403320
	Iteration 16F: 3 clusters Score -4557138 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -4558251.500000 Penalty: 5148.403320
	Iteration 17Q: 3 clusters Score -4558252 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4559096.000000 Penalty: 5148.403320
	Iteration 18Q: 3 clusters Score -4559096 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -4559670.000000 Penalty: 5148.403320
	Iteration 19Q: 3 clusters Score -4559670 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4560038.500000 Penalty: 5148.403320
	Iteration 20F: 3 clusters Score -4560038 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4560286.500000 Penalty: 5148.403320
	Iteration 21Q: 3 clusters Score -4560286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4560486.000000 Penalty: 5148.403320
	Iteration 22Q: 3 clusters Score -4560486 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4560669.500000 Penalty: 5148.403320
	Iteration 23Q: 3 clusters Score -4560670 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -4560825.000000 Penalty: 5148.403320
	Iteration 24Q: 3 clusters Score -4560825 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4560950.500000 Penalty: 5148.403320
	Iteration 25Q: 3 clusters Score -4560950 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4561061.500000 Penalty: 5148.403320
	Iteration 26Q: 3 clusters Score -4561062 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4561175.500000 Penalty: 5148.403320
	Iteration 27Q: 3 clusters Score -4561176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4561285.500000 Penalty: 5148.403320
	Iteration 28Q: 3 clusters Score -4561286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4561377.000000 Penalty: 5148.403320
	Iteration 29Q: 3 clusters Score -4561377 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4561449.000000 Penalty: 5148.403320
	Iteration 30Q: 3 clusters Score -4561449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4561515.000000 Penalty: 5148.403320
	Iteration 31Q: 3 clusters Score -4561515 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4561547.000000 Penalty: 5148.403320
	Iteration 32Q: 3 clusters Score -4561547 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4561604.500000 Penalty: 5148.403320
	Iteration 33Q: 3 clusters Score -4561604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4561636.000000 Penalty: 5148.403320
	Iteration 34Q: 3 clusters Score -4561636 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4561667.500000 Penalty: 5148.403320
	Iteration 35Q: 3 clusters Score -4561668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4561693.500000 Penalty: 5148.403320
	Iteration 36Q: 3 clusters Score -4561694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4561707.000000 Penalty: 5148.403320
	Iteration 37Q: 3 clusters Score -4561707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4561723.000000 Penalty: 5148.403320
	Iteration 38Q: 3 clusters Score -4561723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4561722.500000 Penalty: 5148.403320
	Iteration 39Q: 3 clusters Score -4561722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4561724.500000 Penalty: 5148.403320
	Iteration 40F: 3 clusters Score -4561724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4561742.500000 Penalty: 5148.403320
	Iteration 41Q: 3 clusters Score -4561742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4561747.000000 Penalty: 5148.403320
	Iteration 42Q: 3 clusters Score -4561747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4561753.000000 Penalty: 5148.403320
	Iteration 43Q: 3 clusters Score -4561753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4561752.000000 Penalty: 5148.403320
	Iteration 44Q: 3 clusters Score -4561752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4561757.000000 Penalty: 5148.403320
	Iteration 45Q: 3 clusters Score -4561757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4561764.000000 Penalty: 5148.403320
	Iteration 46Q: 3 clusters Score -4561764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4561770.000000 Penalty: 5148.403320
	Iteration 47Q: 3 clusters Score -4561770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4561764.500000 Penalty: 5148.403320
	Iteration 48Q: 3 clusters Score -4561764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4561769.000000 Penalty: 5148.403320
	Iteration 49Q: 3 clusters Score -4561769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4561778.500000 Penalty: 5148.403320
	Iteration 50Q: 3 clusters Score -4561778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4561788.000000 Penalty: 5148.403320
	Iteration 51Q: 3 clusters Score -4561788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4561795.500000 Penalty: 5148.403320
	Iteration 52Q: 3 clusters Score -4561796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4561798.000000 Penalty: 5148.403320
	Iteration 53Q: 3 clusters Score -4561798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4561798.500000 Penalty: 5148.403320
	Iteration 54Q: 3 clusters Score -4561798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4561800.000000 Penalty: 5148.403320
	Iteration 55Q: 3 clusters Score -4561800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4561803.000000 Penalty: 5148.403320
	Iteration 56Q: 3 clusters Score -4561803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4561810.000000 Penalty: 5148.403320
	Iteration 57Q: 3 clusters Score -4561810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4561810.000000 Penalty: 5148.403320
	Iteration 58Q: 3 clusters Score -4561810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4561812.000000 Penalty: 5148.403320
	Iteration 59Q: 3 clusters Score -4561812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4561810.000000 Penalty: 5148.403320
	Iteration 60F: 3 clusters Score -4561810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -15449.456055 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15449.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -273136.812500 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -273136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270493.687500 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -270493.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -270914.718750 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -270914.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -271049.625000 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -271049.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -271118.593750 Penalty: 3765.813721
	Iteration 3Q: 3 clusters Score -271118.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -271174.125000 Penalty: 3765.813721
	Iteration 4Q: 3 clusters Score -271174.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271219.406250 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -271219.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -271245.718750 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -271245.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271264.593750 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -271264.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271283.312500 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -271283.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271300.187500 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -271300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271310.062500 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -271310.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271318.593750 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -271318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -271323.968750 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -271324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -271326.906250 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -271326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -271328.312500 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -271328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -271330.437500 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -271330.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271331.750000 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -271331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271331.750000 Penalty: 3765.813721
	Iteration 17F: 3 clusters Score -271331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 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 321 members 
Entering Unmasked Estep 
Score: -78245.210938 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78245.21 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78518.421875 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78518.42 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78700.968750 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78700.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78810.945312 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -78810.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78914.109375 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -78914.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79021.023438 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -79021.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79072.179688 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -79072.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79137.882812 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -79137.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79203.937500 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79203.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79303.101562 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79303.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -79402.835938 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -79402.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79429.617188 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -79429.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -79444.226562 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -79444.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79445.625000 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -79445.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -79445.625000 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -79445.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Entering Unmasked Estep 
Score: -4462906.000000 Penalty: 2577.270752
	Iteration 0F: 2 clusters Score -4462906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4440742.500000 Penalty: 5154.541504
	Iteration 0F: 3 clusters Score -4440742 nChanged 14670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -4448611.000000 Penalty: 5154.541504
	Iteration 1F: 3 clusters Score -4448611 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4449038.500000 Penalty: 5154.541504
	Iteration 2Q: 3 clusters Score -4449038 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -4449362.000000 Penalty: 5154.541504
	Iteration 3Q: 3 clusters Score -4449362 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -4449732.500000 Penalty: 5154.541504
	Iteration 4Q: 3 clusters Score -4449732 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4450161.500000 Penalty: 5154.541504
	Iteration 5Q: 3 clusters Score -4450162 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -4450755.500000 Penalty: 5154.541504
	Iteration 6Q: 3 clusters Score -4450756 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4451619.000000 Penalty: 5154.541504
	Iteration 7Q: 3 clusters Score -4451619 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -4452860.000000 Penalty: 5154.541504
	Iteration 8F: 3 clusters Score -4452860 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -4454660.500000 Penalty: 5154.541504
	Iteration 9F: 3 clusters Score -4454660 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -4456794.000000 Penalty: 5154.541504
	Iteration 10F: 3 clusters Score -4456794 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4458566.500000 Penalty: 5154.541504
	Iteration 11F: 3 clusters Score -4458566 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4459628.500000 Penalty: 5154.541504
	Iteration 12Q: 3 clusters Score -4459628 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4460140.500000 Penalty: 5154.541504
	Iteration 13Q: 3 clusters Score -4460140 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4460385.000000 Penalty: 5154.541504
	Iteration 14Q: 3 clusters Score -4460385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4460496.500000 Penalty: 5154.541504
	Iteration 15Q: 3 clusters Score -4460496 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4460558.500000 Penalty: 5154.541504
	Iteration 16Q: 3 clusters Score -4460558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4460585.000000 Penalty: 5154.541504
	Iteration 17Q: 3 clusters Score -4460585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4460602.000000 Penalty: 5154.541504
	Iteration 18Q: 3 clusters Score -4460602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4460613.000000 Penalty: 5154.541504
	Iteration 19Q: 3 clusters Score -4460613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4460621.500000 Penalty: 5154.541504
	Iteration 20F: 3 clusters Score -4460622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4460628.500000 Penalty: 5154.541504
	Iteration 21Q: 3 clusters Score -4460628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4460638.500000 Penalty: 5154.541504
	Iteration 22Q: 3 clusters Score -4460638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4460643.000000 Penalty: 5154.541504
	Iteration 23Q: 3 clusters Score -4460643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4460640.000000 Penalty: 5154.541504
	Iteration 24Q: 3 clusters Score -4460640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4460639.500000 Penalty: 5154.541504
	Iteration 25Q: 3 clusters Score -4460640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4460644.000000 Penalty: 5154.541504
	Iteration 26Q: 3 clusters Score -4460644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4460650.000000 Penalty: 5154.541504
	Iteration 27Q: 3 clusters Score -4460650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4460656.500000 Penalty: 5154.541504
	Iteration 28Q: 3 clusters Score -4460656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4460658.500000 Penalty: 5154.541504
	Iteration 29Q: 3 clusters Score -4460658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4460662.500000 Penalty: 5154.541504
	Iteration 30Q: 3 clusters Score -4460662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4460668.000000 Penalty: 5154.541504
	Iteration 31Q: 3 clusters Score -4460668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4460666.000000 Penalty: 5154.541504
	Iteration 32Q: 3 clusters Score -4460666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4460668.000000 Penalty: 5154.541504
	Iteration 33Q: 3 clusters Score -4460668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4460668.000000 Penalty: 5154.541504
	Iteration 34F: 3 clusters Score -4460668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Entering Unmasked Estep 
Score: -4535354.500000 Penalty: 2572.439697
	Iteration 0F: 2 clusters Score -4535354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -4513489.500000 Penalty: 5144.879395
	Iteration 0F: 3 clusters Score -4513490 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4521346.500000 Penalty: 5144.879395
	Iteration 1F: 3 clusters Score -4521346 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4521839.000000 Penalty: 5144.879395
	Iteration 2Q: 3 clusters Score -4521839 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -4522318.000000 Penalty: 5144.879395
	Iteration 3Q: 3 clusters Score -4522318 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -4522817.500000 Penalty: 5144.879395
	Iteration 4Q: 3 clusters Score -4522818 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -4523338.000000 Penalty: 5144.879395
	Iteration 5Q: 3 clusters Score -4523338 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4523941.500000 Penalty: 5144.879395
	Iteration 6Q: 3 clusters Score -4523942 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -4524565.500000 Penalty: 5144.879395
	Iteration 7Q: 3 clusters Score -4524566 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -4525298.000000 Penalty: 5144.879395
	Iteration 8Q: 3 clusters Score -4525298 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4526043.500000 Penalty: 5144.879395
	Iteration 9Q: 3 clusters Score -4526044 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4526889.500000 Penalty: 5144.879395
	Iteration 10Q: 3 clusters Score -4526890 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -4527679.000000 Penalty: 5144.879395
	Iteration 11Q: 3 clusters Score -4527679 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4528400.000000 Penalty: 5144.879395
	Iteration 12Q: 3 clusters Score -4528400 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -4528967.500000 Penalty: 5144.879395
	Iteration 13Q: 3 clusters Score -4528968 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4529277.000000 Penalty: 5144.879395
	Iteration 14Q: 3 clusters Score -4529277 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4529489.000000 Penalty: 5144.879395
	Iteration 15Q: 3 clusters Score -4529489 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -4529666.500000 Penalty: 5144.879395
	Iteration 16Q: 3 clusters Score -4529666 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -4529828.000000 Penalty: 5144.879395
	Iteration 17Q: 3 clusters Score -4529828 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4530006.000000 Penalty: 5144.879395
	Iteration 18Q: 3 clusters Score -4530006 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4530186.500000 Penalty: 5144.879395
	Iteration 19Q: 3 clusters Score -4530186 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -4530380.500000 Penalty: 5144.879395
	Iteration 20F: 3 clusters Score -4530380 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -4530597.500000 Penalty: 5144.879395
	Iteration 21Q: 3 clusters Score -4530598 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4530797.000000 Penalty: 5144.879395
	Iteration 22Q: 3 clusters Score -4530797 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -4531009.000000 Penalty: 5144.879395
	Iteration 23Q: 3 clusters Score -4531009 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4531164.000000 Penalty: 5144.879395
	Iteration 24Q: 3 clusters Score -4531164 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4531373.500000 Penalty: 5144.879395
	Iteration 25Q: 3 clusters Score -4531374 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4531545.000000 Penalty: 5144.879395
	Iteration 26Q: 3 clusters Score -4531545 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -4531711.500000 Penalty: 5144.879395
	Iteration 27Q: 3 clusters Score -4531712 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -4531875.000000 Penalty: 5144.879395
	Iteration 28Q: 3 clusters Score -4531875 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4532062.500000 Penalty: 5144.879395
	Iteration 29Q: 3 clusters Score -4532062 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4532230.500000 Penalty: 5144.879395
	Iteration 30Q: 3 clusters Score -4532230 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4532356.000000 Penalty: 5144.879395
	Iteration 31Q: 3 clusters Score -4532356 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4532471.500000 Penalty: 5144.879395
	Iteration 32Q: 3 clusters Score -4532472 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4532600.500000 Penalty: 5144.879395
	Iteration 33Q: 3 clusters Score -4532600 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4532717.500000 Penalty: 5144.879395
	Iteration 34Q: 3 clusters Score -4532718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4532807.500000 Penalty: 5144.879395
	Iteration 35Q: 3 clusters Score -4532808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4532884.000000 Penalty: 5144.879395
	Iteration 36Q: 3 clusters Score -4532884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4532926.000000 Penalty: 5144.879395
	Iteration 37Q: 3 clusters Score -4532926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4532953.000000 Penalty: 5144.879395
	Iteration 38Q: 3 clusters Score -4532953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4532977.000000 Penalty: 5144.879395
	Iteration 39Q: 3 clusters Score -4532977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4532990.500000 Penalty: 5144.879395
	Iteration 40F: 3 clusters Score -4532990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4533009.500000 Penalty: 5144.879395
	Iteration 41Q: 3 clusters Score -4533010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4533033.000000 Penalty: 5144.879395
	Iteration 42Q: 3 clusters Score -4533033 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4533043.500000 Penalty: 5144.879395
	Iteration 43Q: 3 clusters Score -4533044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4533070.000000 Penalty: 5144.879395
	Iteration 44Q: 3 clusters Score -4533070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4533072.000000 Penalty: 5144.879395
	Iteration 45Q: 3 clusters Score -4533072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4533079.500000 Penalty: 5144.879395
	Iteration 46Q: 3 clusters Score -4533080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4533079.000000 Penalty: 5144.879395
	Iteration 47Q: 3 clusters Score -4533079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4533080.500000 Penalty: 5144.879395
	Iteration 48Q: 3 clusters Score -4533080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4533087.000000 Penalty: 5144.879395
	Iteration 49Q: 3 clusters Score -4533087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4533087.500000 Penalty: 5144.879395
	Iteration 50Q: 3 clusters Score -4533088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4533085.500000 Penalty: 5144.879395
	Iteration 51Q: 3 clusters Score -4533086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4533090.500000 Penalty: 5144.879395
	Iteration 52Q: 3 clusters Score -4533090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4533092.000000 Penalty: 5144.879395
	Iteration 53Q: 3 clusters Score -4533092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4533096.500000 Penalty: 5144.879395
	Iteration 54Q: 3 clusters Score -4533096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4533096.500000 Penalty: 5144.879395
	Iteration 55F: 3 clusters Score -4533096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -191248.890625 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -191248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -189025.921875 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -189025.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189423.062500 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -189423.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189559.296875 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -189559.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -189685.734375 Penalty: 3606.075195
	Iteration 3Q: 3 clusters Score -189685.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189773.390625 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -189773.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189860.703125 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -189860.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189942.531250 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -189942.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190017.203125 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -190017.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190091.609375 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -190091.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -190166.750000 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -190166.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -190255.875000 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -190255.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -190311.843750 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -190311.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -190349.671875 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -190349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -190375.734375 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -190375.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -190391.812500 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -190391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -190408.375000 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -190408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -190422.390625 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -190422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -190434.640625 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -190434.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -190447.703125 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -190447.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -190464.250000 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -190464.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -190481.328125 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -190481.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -190532.875000 Penalty: 3606.075195
	Iteration 21Q: 3 clusters Score -190532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -190543.531250 Penalty: 3606.075195
	Iteration 22Q: 3 clusters Score -190543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -190544.875000 Penalty: 3606.075195
	Iteration 23Q: 3 clusters Score -190544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -190547.062500 Penalty: 3606.075195
	Iteration 24Q: 3 clusters Score -190547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -190549.187500 Penalty: 3606.075195
	Iteration 25Q: 3 clusters Score -190549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -190550.765625 Penalty: 3606.075195
	Iteration 26Q: 3 clusters Score -190550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -190551.656250 Penalty: 3606.075195
	Iteration 27Q: 3 clusters Score -190551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -190551.656250 Penalty: 3606.075195
	Iteration 28F: 3 clusters Score -190551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Entering Unmasked Estep 
Score: -3419388.000000 Penalty: 2502.322266
	Iteration 0F: 2 clusters Score -3419388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3402644.000000 Penalty: 5004.644531
	Iteration 0F: 3 clusters Score -3402644 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3408276.750000 Penalty: 5004.644531
	Iteration 1F: 3 clusters Score -3408277 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3408648.250000 Penalty: 5004.644531
	Iteration 2Q: 3 clusters Score -3408648 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3408921.750000 Penalty: 5004.644531
	Iteration 3Q: 3 clusters Score -3408922 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3409165.000000 Penalty: 5004.644531
	Iteration 4Q: 3 clusters Score -3409165 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -3409329.500000 Penalty: 5004.644531
	Iteration 5Q: 3 clusters Score -3409330 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3409497.500000 Penalty: 5004.644531
	Iteration 6Q: 3 clusters Score -3409498 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3409647.250000 Penalty: 5004.644531
	Iteration 7Q: 3 clusters Score -3409647 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3409814.500000 Penalty: 5004.644531
	Iteration 8Q: 3 clusters Score -3409814 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3409981.250000 Penalty: 5004.644531
	Iteration 9Q: 3 clusters Score -3409981 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -3410234.750000 Penalty: 5004.644531
	Iteration 10Q: 3 clusters Score -3410235 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3410563.250000 Penalty: 5004.644531
	Iteration 11Q: 3 clusters Score -3410563 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3410999.250000 Penalty: 5004.644531
	Iteration 12Q: 3 clusters Score -3410999 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -3411624.500000 Penalty: 5004.644531
	Iteration 13Q: 3 clusters Score -3411624 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3412515.250000 Penalty: 5004.644531
	Iteration 14F: 3 clusters Score -3412515 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -3413643.000000 Penalty: 5004.644531
	Iteration 15F: 3 clusters Score -3413643 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3414755.750000 Penalty: 5004.644531
	Iteration 16F: 3 clusters Score -3414756 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3415703.750000 Penalty: 5004.644531
	Iteration 17Q: 3 clusters Score -3415704 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3416332.500000 Penalty: 5004.644531
	Iteration 18Q: 3 clusters Score -3416332 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3416652.750000 Penalty: 5004.644531
	Iteration 19Q: 3 clusters Score -3416653 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3416856.000000 Penalty: 5004.644531
	Iteration 20F: 3 clusters Score -3416856 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3416961.000000 Penalty: 5004.644531
	Iteration 21Q: 3 clusters Score -3416961 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3417040.750000 Penalty: 5004.644531
	Iteration 22Q: 3 clusters Score -3417041 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3417115.750000 Penalty: 5004.644531
	Iteration 23Q: 3 clusters Score -3417116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3417165.250000 Penalty: 5004.644531
	Iteration 24Q: 3 clusters Score -3417165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3417198.250000 Penalty: 5004.644531
	Iteration 25Q: 3 clusters Score -3417198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3417226.750000 Penalty: 5004.644531
	Iteration 26Q: 3 clusters Score -3417227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3417240.750000 Penalty: 5004.644531
	Iteration 27Q: 3 clusters Score -3417241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3417243.750000 Penalty: 5004.644531
	Iteration 28Q: 3 clusters Score -3417244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3417249.250000 Penalty: 5004.644531
	Iteration 29Q: 3 clusters Score -3417249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3417248.750000 Penalty: 5004.644531
	Iteration 30Q: 3 clusters Score -3417249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3417250.750000 Penalty: 5004.644531
	Iteration 31Q: 3 clusters Score -3417251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3417262.500000 Penalty: 5004.644531
	Iteration 32Q: 3 clusters Score -3417262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3417267.750000 Penalty: 5004.644531
	Iteration 33Q: 3 clusters Score -3417268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3417276.250000 Penalty: 5004.644531
	Iteration 34Q: 3 clusters Score -3417276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3417286.000000 Penalty: 5004.644531
	Iteration 35Q: 3 clusters Score -3417286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3417294.250000 Penalty: 5004.644531
	Iteration 36Q: 3 clusters Score -3417294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3417301.750000 Penalty: 5004.644531
	Iteration 37Q: 3 clusters Score -3417302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3417304.500000 Penalty: 5004.644531
	Iteration 38Q: 3 clusters Score -3417304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3417309.250000 Penalty: 5004.644531
	Iteration 39Q: 3 clusters Score -3417309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3417313.750000 Penalty: 5004.644531
	Iteration 40F: 3 clusters Score -3417314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3417316.750000 Penalty: 5004.644531
	Iteration 41Q: 3 clusters Score -3417317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3417315.250000 Penalty: 5004.644531
	Iteration 42Q: 3 clusters Score -3417315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3417323.000000 Penalty: 5004.644531
	Iteration 43Q: 3 clusters Score -3417323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3417341.250000 Penalty: 5004.644531
	Iteration 44Q: 3 clusters Score -3417341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3417343.250000 Penalty: 5004.644531
	Iteration 45Q: 3 clusters Score -3417343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3417347.500000 Penalty: 5004.644531
	Iteration 46Q: 3 clusters Score -3417348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3417350.000000 Penalty: 5004.644531
	Iteration 47Q: 3 clusters Score -3417350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3417352.500000 Penalty: 5004.644531
	Iteration 48Q: 3 clusters Score -3417352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3417358.000000 Penalty: 5004.644531
	Iteration 49Q: 3 clusters Score -3417358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3417362.250000 Penalty: 5004.644531
	Iteration 50Q: 3 clusters Score -3417362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3417363.750000 Penalty: 5004.644531
	Iteration 51Q: 3 clusters Score -3417364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3417364.000000 Penalty: 5004.644531
	Iteration 52Q: 3 clusters Score -3417364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3417366.000000 Penalty: 5004.644531
	Iteration 53Q: 3 clusters Score -3417366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3417363.500000 Penalty: 5004.644531
	Iteration 54Q: 3 clusters Score -3417364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3417363.500000 Penalty: 5004.644531
	Iteration 55F: 3 clusters Score -3417364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Entering Unmasked Estep 
Score: -11364488.000000 Penalty: 2802.044922
	Iteration 0F: 2 clusters Score -1.136449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -11310422.000000 Penalty: 5604.089844
	Iteration 0F: 3 clusters Score -1.131042e+07 nChanged 37964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -11332200.000000 Penalty: 5604.089844
	Iteration 1F: 3 clusters Score -1.13322e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -11333043.000000 Penalty: 5604.089844
	Iteration 2Q: 3 clusters Score -1.133304e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -11334139.000000 Penalty: 5604.089844
	Iteration 3Q: 3 clusters Score -1.133414e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -11335534.000000 Penalty: 5604.089844
	Iteration 4Q: 3 clusters Score -1.133553e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -11337462.000000 Penalty: 5604.089844
	Iteration 5Q: 3 clusters Score -1.133746e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -11339994.000000 Penalty: 5604.089844
	Iteration 6F: 3 clusters Score -1.133999e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -11343377.000000 Penalty: 5604.089844
	Iteration 7F: 3 clusters Score -1.134338e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -11347241.000000 Penalty: 5604.089844
	Iteration 8F: 3 clusters Score -1.134724e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -11350684.000000 Penalty: 5604.089844
	Iteration 9F: 3 clusters Score -1.135068e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -11353017.000000 Penalty: 5604.089844
	Iteration 10Q: 3 clusters Score -1.135302e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -11354193.000000 Penalty: 5604.089844
	Iteration 11Q: 3 clusters Score -1.135419e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 61352 members 
Entering Unmasked Estep 
Score: -11354900.000000 Penalty: 5604.089844
	Iteration 12Q: 3 clusters Score -1.13549e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 62785 members 
Entering Unmasked Estep 
Score: -11355615.000000 Penalty: 5604.089844
	Iteration 13Q: 3 clusters Score -1.135562e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 64153 members 
Entering Unmasked Estep 
Score: -11356180.000000 Penalty: 5604.089844
	Iteration 14Q: 3 clusters Score -1.135618e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 65442 members 
Entering Unmasked Estep 
Score: -11356809.000000 Penalty: 5604.089844
	Iteration 15Q: 3 clusters Score -1.135681e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -11357355.000000 Penalty: 5604.089844
	Iteration 16Q: 3 clusters Score -1.135736e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -11357830.000000 Penalty: 5604.089844
	Iteration 17Q: 3 clusters Score -1.135783e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -11358271.000000 Penalty: 5604.089844
	Iteration 18Q: 3 clusters Score -1.135827e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -11358693.000000 Penalty: 5604.089844
	Iteration 19Q: 3 clusters Score -1.135869e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 71041 members 
Entering Unmasked Estep 
Score: -11359121.000000 Penalty: 5604.089844
	Iteration 20F: 3 clusters Score -1.135912e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 72000 members 
Entering Unmasked Estep 
Score: -11359514.000000 Penalty: 5604.089844
	Iteration 21Q: 3 clusters Score -1.135951e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -11359922.000000 Penalty: 5604.089844
	Iteration 22Q: 3 clusters Score -1.135992e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 73683 members 
Entering Unmasked Estep 
Score: -11360223.000000 Penalty: 5604.089844
	Iteration 23Q: 3 clusters Score -1.136022e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -11360450.000000 Penalty: 5604.089844
	Iteration 24Q: 3 clusters Score -1.136045e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -11360703.000000 Penalty: 5604.089844
	Iteration 25Q: 3 clusters Score -1.13607e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 75491 members 
Entering Unmasked Estep 
Score: -11360882.000000 Penalty: 5604.089844
	Iteration 26Q: 3 clusters Score -1.136088e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 75955 members 
Entering Unmasked Estep 
Score: -11361053.000000 Penalty: 5604.089844
	Iteration 27Q: 3 clusters Score -1.136105e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 76367 members 
Entering Unmasked Estep 
Score: -11361195.000000 Penalty: 5604.089844
	Iteration 28Q: 3 clusters Score -1.13612e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 76747 members 
Entering Unmasked Estep 
Score: -11361324.000000 Penalty: 5604.089844
	Iteration 29Q: 3 clusters Score -1.136132e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 77075 members 
Entering Unmasked Estep 
Score: -11361486.000000 Penalty: 5604.089844
	Iteration 30Q: 3 clusters Score -1.136149e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -11361579.000000 Penalty: 5604.089844
	Iteration 31Q: 3 clusters Score -1.136158e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 77621 members 
Entering Unmasked Estep 
Score: -11361638.000000 Penalty: 5604.089844
	Iteration 32Q: 3 clusters Score -1.136164e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -11361731.000000 Penalty: 5604.089844
	Iteration 33Q: 3 clusters Score -1.136173e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -11361812.000000 Penalty: 5604.089844
	Iteration 34Q: 3 clusters Score -1.136181e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 78261 members 
Entering Unmasked Estep 
Score: -11361896.000000 Penalty: 5604.089844
	Iteration 35Q: 3 clusters Score -1.13619e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 78415 members 
Entering Unmasked Estep 
Score: -11361937.000000 Penalty: 5604.089844
	Iteration 36Q: 3 clusters Score -1.136194e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 78546 members 
Entering Unmasked Estep 
Score: -11361999.000000 Penalty: 5604.089844
	Iteration 37Q: 3 clusters Score -1.1362e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -11362030.000000 Penalty: 5604.089844
	Iteration 38Q: 3 clusters Score -1.136203e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -11362061.000000 Penalty: 5604.089844
	Iteration 39Q: 3 clusters Score -1.136206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -11362083.000000 Penalty: 5604.089844
	Iteration 40F: 3 clusters Score -1.136208e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 78867 members 
Entering Unmasked Estep 
Score: -11362088.000000 Penalty: 5604.089844
	Iteration 41Q: 3 clusters Score -1.136209e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 78924 members 
Entering Unmasked Estep 
Score: -11362098.000000 Penalty: 5604.089844
	Iteration 42Q: 3 clusters Score -1.13621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -11362102.000000 Penalty: 5604.089844
	Iteration 43Q: 3 clusters Score -1.13621e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -11362107.000000 Penalty: 5604.089844
	Iteration 44Q: 3 clusters Score -1.136211e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 79041 members 
Entering Unmasked Estep 
Score: -11362118.000000 Penalty: 5604.089844
	Iteration 45Q: 3 clusters Score -1.136212e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 79082 members 
Entering Unmasked Estep 
Score: -11362122.000000 Penalty: 5604.089844
	Iteration 46Q: 3 clusters Score -1.136212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -11362153.000000 Penalty: 5604.089844
	Iteration 47Q: 3 clusters Score -1.136215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -11362168.000000 Penalty: 5604.089844
	Iteration 48Q: 3 clusters Score -1.136217e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -11362169.000000 Penalty: 5604.089844
	Iteration 49Q: 3 clusters Score -1.136217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -11362181.000000 Penalty: 5604.089844
	Iteration 50Q: 3 clusters Score -1.136218e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 79245 members 
Entering Unmasked Estep 
Score: -11362188.000000 Penalty: 5604.089844
	Iteration 51Q: 3 clusters Score -1.136219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -11362205.000000 Penalty: 5604.089844
	Iteration 52Q: 3 clusters Score -1.13622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -11362214.000000 Penalty: 5604.089844
	Iteration 53Q: 3 clusters Score -1.136221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -11362214.000000 Penalty: 5604.089844
	Iteration 54Q: 3 clusters Score -1.136221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -11362215.000000 Penalty: 5604.089844
	Iteration 55Q: 3 clusters Score -1.136222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -11362235.000000 Penalty: 5604.089844
	Iteration 56Q: 3 clusters Score -1.136224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -11362227.000000 Penalty: 5604.089844
	Iteration 57Q: 3 clusters Score -1.136223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -11362221.000000 Penalty: 5604.089844
	Iteration 58Q: 3 clusters Score -1.136222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -11362230.000000 Penalty: 5604.089844
	Iteration 59Q: 3 clusters Score -1.136223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -11362222.000000 Penalty: 5604.089844
	Iteration 60F: 3 clusters Score -1.136222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -11362229.000000 Penalty: 5604.089844
	Iteration 61Q: 3 clusters Score -1.136223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -11362225.000000 Penalty: 5604.089844
	Iteration 62Q: 3 clusters Score -1.136222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -11362224.000000 Penalty: 5604.089844
	Iteration 63Q: 3 clusters Score -1.136222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 79352 members 
Entering Unmasked Estep 
Score: -11362223.000000 Penalty: 5604.089844
	Iteration 64Q: 3 clusters Score -1.136222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -11362224.000000 Penalty: 5604.089844
	Iteration 65Q: 3 clusters Score -1.136222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -11362227.000000 Penalty: 5604.089844
	Iteration 66Q: 3 clusters Score -1.136223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -11362217.000000 Penalty: 5604.089844
	Iteration 67Q: 3 clusters Score -1.136222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -11362222.000000 Penalty: 5604.089844
	Iteration 68Q: 3 clusters Score -1.136222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -11362226.000000 Penalty: 5604.089844
	Iteration 69Q: 3 clusters Score -1.136223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -11362226.000000 Penalty: 5604.089844
	Iteration 70F: 3 clusters Score -1.136223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149797 members 
Entering Unmasked Estep 
Score: -20901414.000000 Penalty: 2955.425049
	Iteration 0F: 2 clusters Score -2.090141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -20802842.000000 Penalty: 5910.850098
	Iteration 0F: 3 clusters Score -2.080284e+07 nChanged 71596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -20844548.000000 Penalty: 5910.850098
	Iteration 1F: 3 clusters Score -2.084455e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -20845380.000000 Penalty: 5910.850098
	Iteration 2Q: 3 clusters Score -2.084538e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -20846500.000000 Penalty: 5910.850098
	Iteration 3Q: 3 clusters Score -2.08465e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78721 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -20847314.000000 Penalty: 5910.850098
	Iteration 4Q: 3 clusters Score -2.084731e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -20848358.000000 Penalty: 5910.850098
	Iteration 5Q: 3 clusters Score -2.084836e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82753 members 
Mstep: Class 2 contains 67044 members 
Entering Unmasked Estep 
Score: -20849684.000000 Penalty: 5910.850098
	Iteration 6Q: 3 clusters Score -2.084968e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -20851334.000000 Penalty: 5910.850098
	Iteration 7Q: 3 clusters Score -2.085133e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 59155 members 
Entering Unmasked Estep 
Score: -20854034.000000 Penalty: 5910.850098
	Iteration 8Q: 3 clusters Score -2.085403e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96670 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -20858270.000000 Penalty: 5910.850098
	Iteration 9Q: 3 clusters Score -2.085827e+07 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -20864248.000000 Penalty: 5910.850098
	Iteration 10F: 3 clusters Score -2.086425e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111482 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -20871396.000000 Penalty: 5910.850098
	Iteration 11F: 3 clusters Score -2.08714e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -20877852.000000 Penalty: 5910.850098
	Iteration 12F: 3 clusters Score -2.087785e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123111 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -20882370.000000 Penalty: 5910.850098
	Iteration 13Q: 3 clusters Score -2.088237e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127081 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -20885426.000000 Penalty: 5910.850098
	Iteration 14Q: 3 clusters Score -2.088543e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130536 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -20887556.000000 Penalty: 5910.850098
	Iteration 15Q: 3 clusters Score -2.088756e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133679 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -20889614.000000 Penalty: 5910.850098
	Iteration 16Q: 3 clusters Score -2.088961e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136579 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -20891486.000000 Penalty: 5910.850098
	Iteration 17Q: 3 clusters Score -2.089149e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139186 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -20893144.000000 Penalty: 5910.850098
	Iteration 18Q: 3 clusters Score -2.089314e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141492 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -20894740.000000 Penalty: 5910.850098
	Iteration 19Q: 3 clusters Score -2.089474e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -20896122.000000 Penalty: 5910.850098
	Iteration 20F: 3 clusters Score -2.089612e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145035 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -20897144.000000 Penalty: 5910.850098
	Iteration 21Q: 3 clusters Score -2.089714e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146301 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -20897902.000000 Penalty: 5910.850098
	Iteration 22Q: 3 clusters Score -2.08979e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -20898368.000000 Penalty: 5910.850098
	Iteration 23Q: 3 clusters Score -2.089837e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147815 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -20898626.000000 Penalty: 5910.850098
	Iteration 24Q: 3 clusters Score -2.089863e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148235 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -20898826.000000 Penalty: 5910.850098
	Iteration 25Q: 3 clusters Score -2.089883e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -20898946.000000 Penalty: 5910.850098
	Iteration 26Q: 3 clusters Score -2.089895e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148724 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -20899024.000000 Penalty: 5910.850098
	Iteration 27Q: 3 clusters Score -2.089902e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -20899094.000000 Penalty: 5910.850098
	Iteration 28Q: 3 clusters Score -2.089909e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148926 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20899114.000000 Penalty: 5910.850098
	Iteration 29Q: 3 clusters Score -2.089911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148978 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -20899132.000000 Penalty: 5910.850098
	Iteration 30Q: 3 clusters Score -2.089913e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -20899128.000000 Penalty: 5910.850098
	Iteration 31Q: 3 clusters Score -2.089913e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149046 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -20899142.000000 Penalty: 5910.850098
	Iteration 32Q: 3 clusters Score -2.089914e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149076 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -20899156.000000 Penalty: 5910.850098
	Iteration 33Q: 3 clusters Score -2.089916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149100 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -20899170.000000 Penalty: 5910.850098
	Iteration 34Q: 3 clusters Score -2.089917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -20899190.000000 Penalty: 5910.850098
	Iteration 35Q: 3 clusters Score -2.089919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -20899204.000000 Penalty: 5910.850098
	Iteration 36Q: 3 clusters Score -2.08992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149144 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -20899200.000000 Penalty: 5910.850098
	Iteration 37Q: 3 clusters Score -2.08992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149149 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -20899226.000000 Penalty: 5910.850098
	Iteration 38Q: 3 clusters Score -2.089923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149161 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -20899246.000000 Penalty: 5910.850098
	Iteration 39Q: 3 clusters Score -2.089925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149165 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -20899258.000000 Penalty: 5910.850098
	Iteration 40F: 3 clusters Score -2.089926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149168 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -20899270.000000 Penalty: 5910.850098
	Iteration 41Q: 3 clusters Score -2.089927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149173 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -20899256.000000 Penalty: 5910.850098
	Iteration 42Q: 3 clusters Score -2.089926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149174 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -20899262.000000 Penalty: 5910.850098
	Iteration 43Q: 3 clusters Score -2.089926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149175 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -20899274.000000 Penalty: 5910.850098
	Iteration 44Q: 3 clusters Score -2.089927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -20899278.000000 Penalty: 5910.850098
	Iteration 45Q: 3 clusters Score -2.089928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149180 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -20899272.000000 Penalty: 5910.850098
	Iteration 46Q: 3 clusters Score -2.089927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20899280.000000 Penalty: 5910.850098
	Iteration 47Q: 3 clusters Score -2.089928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149182 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -20899270.000000 Penalty: 5910.850098
	Iteration 48Q: 3 clusters Score -2.089927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -20899266.000000 Penalty: 5910.850098
	Iteration 49Q: 3 clusters Score -2.089927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149187 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -20899274.000000 Penalty: 5910.850098
	Iteration 50Q: 3 clusters Score -2.089927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149188 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -20899284.000000 Penalty: 5910.850098
	Iteration 51Q: 3 clusters Score -2.089928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149189 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -20899278.000000 Penalty: 5910.850098
	Iteration 52Q: 3 clusters Score -2.089928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20899274.000000 Penalty: 5910.850098
	Iteration 53Q: 3 clusters Score -2.089927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -20899274.000000 Penalty: 5910.850098
	Iteration 54F: 3 clusters Score -2.089927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -273365.343750 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273365.3 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -273804.187500 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273804.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -273892.343750 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273892.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -273946.812500 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -273946.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -273977.968750 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -273978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -274005.906250 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -274005.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -274032.468750 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274032.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -274052.562500 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274052.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -274069.187500 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274087.500000 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -274099.000000 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -274107.406250 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -274107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -274112.375000 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -274112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -274115.156250 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -274115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -274122.031250 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -274122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -274130.937500 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -274130.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -274139.468750 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -274139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -274142.750000 Penalty: 3766.063721
	Iteration 17Q: 3 clusters Score -274142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -274144.312500 Penalty: 3766.063721
	Iteration 18Q: 3 clusters Score -274144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -274147.156250 Penalty: 3766.063721
	Iteration 19Q: 3 clusters Score -274147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -274147.875000 Penalty: 3766.063721
	Iteration 20F: 3 clusters Score -274147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -229267.046875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -229267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -226869.515625 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -226869.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227257.531250 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -227257.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -227333.765625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -227333.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -227382.593750 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -227382.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227424.875000 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -227424.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -227464.109375 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -227464.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -227490.828125 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -227490.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -227508.625000 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -227508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -227525.281250 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -227525.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227534.843750 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -227534.8 nChanged 9
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: -227546.640625 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -227546.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227554.328125 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -227554.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -227561.328125 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -227561.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227567.406250 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -227567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -227571.625000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -227571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -227572.656250 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -227572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -227573.750000 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -227573.8 nChanged 3
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: -227575.046875 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -227575 nChanged 0
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: -227575.046875 Penalty: 3692.637207
	Iteration 18F: 3 clusters Score -227575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21237 members 
Mstep: Class 10 contains 32204 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149797 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939408.000000 Penalty: 69427.117188
Iteration 359Q: 22 clusters Score -8.493941e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 23822 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149793 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 360F: 22 clusters Score -8.493942e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167514 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10842 members 
Mstep: Class 5 contains 23820 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21235 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80707 members 
Mstep: Class 20 contains 149788 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939424.000000 Penalty: 69427.117188
Iteration 361Q: 22 clusters Score -8.493942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167516 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10844 members 
Mstep: Class 5 contains 23820 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32208 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32605 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149785 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939472.000000 Penalty: 69427.117188
Iteration 362Q: 22 clusters Score -8.493947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167521 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 23819 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32209 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149781 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939512.000000 Penalty: 69427.117188
Iteration 363Q: 22 clusters Score -8.493951e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 23818 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21229 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80704 members 
Mstep: Class 20 contains 149781 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939488.000000 Penalty: 69427.117188
Iteration 364Q: 22 clusters Score -8.493949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32607 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24102 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149776 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939552.000000 Penalty: 69427.117188
Iteration 365Q: 22 clusters Score -8.493955e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10847 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32608 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149778 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939544.000000 Penalty: 69427.117188
Iteration 366Q: 22 clusters Score -8.493954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167527 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10847 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80703 members 
Mstep: Class 20 contains 149777 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939584.000000 Penalty: 69427.117188
Iteration 367Q: 22 clusters Score -8.493958e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10847 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32611 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24101 members 
Mstep: Class 19 contains 80698 members 
Mstep: Class 20 contains 149772 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939528.000000 Penalty: 69427.117188
Iteration 368Q: 22 clusters Score -8.493953e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21234 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32614 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80696 members 
Mstep: Class 20 contains 149771 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939616.000000 Penalty: 69427.117188
Iteration 369Q: 22 clusters Score -8.493962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167524 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10848 members 
Mstep: Class 5 contains 23817 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32617 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80697 members 
Mstep: Class 20 contains 149772 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939576.000000 Penalty: 69427.117188
Iteration 370Q: 22 clusters Score -8.493958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167529 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32619 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80695 members 
Mstep: Class 20 contains 149769 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939576.000000 Penalty: 69427.117188
Iteration 371Q: 22 clusters Score -8.493958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29411 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32619 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24099 members 
Mstep: Class 19 contains 80693 members 
Mstep: Class 20 contains 149771 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939576.000000 Penalty: 69427.117188
Iteration 372Q: 22 clusters Score -8.493958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21233 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32622 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24100 members 
Mstep: Class 19 contains 80691 members 
Mstep: Class 20 contains 149768 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939592.000000 Penalty: 69427.117188
Iteration 373Q: 22 clusters Score -8.493959e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32624 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24097 members 
Mstep: Class 19 contains 80687 members 
Mstep: Class 20 contains 149766 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939616.000000 Penalty: 69427.117188
Iteration 374Q: 22 clusters Score -8.493962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21230 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32624 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80683 members 
Mstep: Class 20 contains 149767 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939608.000000 Penalty: 69427.117188
Iteration 375Q: 22 clusters Score -8.493961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167548 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29409 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32624 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 80684 members 
Mstep: Class 20 contains 149768 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939688.000000 Penalty: 69427.117188
Iteration 376Q: 22 clusters Score -8.493969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23811 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32625 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 80684 members 
Mstep: Class 20 contains 149768 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939648.000000 Penalty: 69427.117188
Iteration 377Q: 22 clusters Score -8.493965e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21231 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 16 contains 31973 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24088 members 
Mstep: Class 19 contains 80682 members 
Mstep: Class 20 contains 149772 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939624.000000 Penalty: 69427.117188
Iteration 378Q: 22 clusters Score -8.493962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21229 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 16 contains 31974 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24088 members 
Mstep: Class 19 contains 80680 members 
Mstep: Class 20 contains 149774 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939632.000000 Penalty: 69427.117188
Iteration 379Q: 22 clusters Score -8.493963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167552 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21228 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32628 members 
Mstep: Class 16 contains 31976 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80677 members 
Mstep: Class 20 contains 149773 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939608.000000 Penalty: 69427.117188
Iteration 380F: 22 clusters Score -8.493961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21228 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32630 members 
Mstep: Class 16 contains 31977 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80678 members 
Mstep: Class 20 contains 149769 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939656.000000 Penalty: 69427.117188
Iteration 381Q: 22 clusters Score -8.493966e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167537 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32214 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32629 members 
Mstep: Class 16 contains 31978 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80680 members 
Mstep: Class 20 contains 149775 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939688.000000 Penalty: 69427.117188
Iteration 382Q: 22 clusters Score -8.493969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167525 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29412 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32215 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32629 members 
Mstep: Class 16 contains 31981 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80680 members 
Mstep: Class 20 contains 149782 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939656.000000 Penalty: 69427.117188
Iteration 383Q: 22 clusters Score -8.493966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167526 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32630 members 
Mstep: Class 16 contains 31982 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80679 members 
Mstep: Class 20 contains 149789 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 384Q: 22 clusters Score -8.493978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167533 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80677 members 
Mstep: Class 20 contains 149783 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 385Q: 22 clusters Score -8.493978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167531 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29406 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32213 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32634 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24084 members 
Mstep: Class 19 contains 80679 members 
Mstep: Class 20 contains 149783 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 386Q: 22 clusters Score -8.493978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167522 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29407 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32636 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 80678 members 
Mstep: Class 20 contains 149792 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 387Q: 22 clusters Score -8.493978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167515 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29404 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32639 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 80682 members 
Mstep: Class 20 contains 149795 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939792.000000 Penalty: 69427.117188
Iteration 388Q: 22 clusters Score -8.493979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167508 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32212 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32641 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 80684 members 
Mstep: Class 20 contains 149795 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 389Q: 22 clusters Score -8.493978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167506 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29405 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32643 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 80690 members 
Mstep: Class 20 contains 149790 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939800.000000 Penalty: 69427.117188
Iteration 390Q: 22 clusters Score -8.49398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29402 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32211 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32645 members 
Mstep: Class 16 contains 31983 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24083 members 
Mstep: Class 19 contains 80692 members 
Mstep: Class 20 contains 149792 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 391Q: 22 clusters Score -8.493976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29398 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32210 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32645 members 
Mstep: Class 16 contains 31984 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24085 members 
Mstep: Class 19 contains 80696 members 
Mstep: Class 20 contains 149791 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 392Q: 22 clusters Score -8.493978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167501 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29396 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32208 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32643 members 
Mstep: Class 16 contains 31985 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80700 members 
Mstep: Class 20 contains 149792 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 393Q: 22 clusters Score -8.493978e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29395 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32644 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80700 members 
Mstep: Class 20 contains 149796 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 394Q: 22 clusters Score -8.493976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29393 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32644 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80700 members 
Mstep: Class 20 contains 149794 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939728.000000 Penalty: 69427.117188
Iteration 395Q: 22 clusters Score -8.493973e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29394 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32645 members 
Mstep: Class 16 contains 31991 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80703 members 
Mstep: Class 20 contains 149793 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 396Q: 22 clusters Score -8.493978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29392 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32645 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149798 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939752.000000 Penalty: 69427.117188
Iteration 397Q: 22 clusters Score -8.493975e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23815 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29391 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32206 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32646 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149800 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 398Q: 22 clusters Score -8.493974e+07 nChanged 15
Entering ConstructFrom: 
Score: -84939736.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Entering Unmasked Estep 
Score: -23351620.000000 Penalty: 2983.097412
	Iteration 0F: 2 clusters Score -2.335162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 83388 members 
Entering Unmasked Estep 
Score: -23243038.000000 Penalty: 5966.194824
	Iteration 0F: 3 clusters Score -2.324304e+07 nChanged 80102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -23289824.000000 Penalty: 5966.194824
	Iteration 1F: 3 clusters Score -2.328982e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91768 members 
Mstep: Class 2 contains 75712 members 
Entering Unmasked Estep 
Score: -23291332.000000 Penalty: 5966.194824
	Iteration 2Q: 3 clusters Score -2.329133e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -23293684.000000 Penalty: 5966.194824
	Iteration 3Q: 3 clusters Score -2.329368e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101500 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -23297442.000000 Penalty: 5966.194824
	Iteration 4Q: 3 clusters Score -2.329744e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108883 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -23302994.000000 Penalty: 5966.194824
	Iteration 5F: 3 clusters Score -2.330299e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -23311050.000000 Penalty: 5966.194824
	Iteration 6F: 3 clusters Score -2.331105e+07 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -23320260.000000 Penalty: 5966.194824
	Iteration 7F: 3 clusters Score -2.332026e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -23328718.000000 Penalty: 5966.194824
	Iteration 8F: 3 clusters Score -2.332872e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144670 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -23335412.000000 Penalty: 5966.194824
	Iteration 9Q: 3 clusters Score -2.333541e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -23340202.000000 Penalty: 5966.194824
	Iteration 10Q: 3 clusters Score -2.33402e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -23343264.000000 Penalty: 5966.194824
	Iteration 11Q: 3 clusters Score -2.334326e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158509 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -23345324.000000 Penalty: 5966.194824
	Iteration 12Q: 3 clusters Score -2.334532e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161122 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -23346494.000000 Penalty: 5966.194824
	Iteration 13Q: 3 clusters Score -2.334649e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -23347376.000000 Penalty: 5966.194824
	Iteration 14Q: 3 clusters Score -2.334738e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164145 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -23347920.000000 Penalty: 5966.194824
	Iteration 15Q: 3 clusters Score -2.334792e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164994 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -23348322.000000 Penalty: 5966.194824
	Iteration 16Q: 3 clusters Score -2.334832e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165537 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23348662.000000 Penalty: 5966.194824
	Iteration 17Q: 3 clusters Score -2.334866e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165891 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23348820.000000 Penalty: 5966.194824
	Iteration 18Q: 3 clusters Score -2.334882e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166127 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -23348928.000000 Penalty: 5966.194824
	Iteration 19Q: 3 clusters Score -2.334893e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166274 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -23348982.000000 Penalty: 5966.194824
	Iteration 20F: 3 clusters Score -2.334898e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23349048.000000 Penalty: 5966.194824
	Iteration 21Q: 3 clusters Score -2.334905e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166484 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23349104.000000 Penalty: 5966.194824
	Iteration 22Q: 3 clusters Score -2.33491e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166545 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23349090.000000 Penalty: 5966.194824
	Iteration 23Q: 3 clusters Score -2.334909e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166597 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -23349146.000000 Penalty: 5966.194824
	Iteration 24Q: 3 clusters Score -2.334915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23349156.000000 Penalty: 5966.194824
	Iteration 25Q: 3 clusters Score -2.334916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -23349200.000000 Penalty: 5966.194824
	Iteration 26Q: 3 clusters Score -2.33492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23349202.000000 Penalty: 5966.194824
	Iteration 27Q: 3 clusters Score -2.33492e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -23349246.000000 Penalty: 5966.194824
	Iteration 28Q: 3 clusters Score -2.334925e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -23349232.000000 Penalty: 5966.194824
	Iteration 29Q: 3 clusters Score -2.334923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -23349232.000000 Penalty: 5966.194824
	Iteration 30Q: 3 clusters Score -2.334923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166763 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -23349236.000000 Penalty: 5966.194824
	Iteration 31Q: 3 clusters Score -2.334924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166773 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23349248.000000 Penalty: 5966.194824
	Iteration 32Q: 3 clusters Score -2.334925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23349228.000000 Penalty: 5966.194824
	Iteration 33Q: 3 clusters Score -2.334923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23349238.000000 Penalty: 5966.194824
	Iteration 34Q: 3 clusters Score -2.334924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23349252.000000 Penalty: 5966.194824
	Iteration 35Q: 3 clusters Score -2.334925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -23349246.000000 Penalty: 5966.194824
	Iteration 36Q: 3 clusters Score -2.334925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -23349258.000000 Penalty: 5966.194824
	Iteration 37Q: 3 clusters Score -2.334926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166783 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -23349258.000000 Penalty: 5966.194824
	Iteration 38F: 3 clusters Score -2.334926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 396 members 
Entering Unmasked Estep 
Score: -95101.656250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95101.66 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95535.226562 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95535.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -95813.687500 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95813.69 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96063.890625 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -96063.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -96270.039062 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -96270.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -96560.945312 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -96560.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96902.640625 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -96902.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96935.187500 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -96935.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96964.289062 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96964.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97002.187500 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -97002.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97025.179688 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -97025.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97043.031250 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -97043.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -97053.984375 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -97053.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97059.406250 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -97059.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -97065.304688 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -97065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -97071.781250 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -97071.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97075.328125 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -97075.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97076.867188 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -97076.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97078.101562 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -97078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97078.101562 Penalty: 3306.179199
	Iteration 19F: 3 clusters Score -97078.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 378 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29389 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 15 contains 407 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149802 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938336.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939736.000000 to -84938336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.265625 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -243762.171875 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243762.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244153.593750 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244153.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -244245.125000 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244245.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -244297.484375 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244297.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -244323.046875 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244339.390625 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244339.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244348.625000 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244348.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244357.031250 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -244363.953125 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -244371.500000 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244374.625000 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244374.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -244378.390625 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244378.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -244380.468750 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244380.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -244383.890625 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -244387.046875 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -244390.218750 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -244390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -244393.765625 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -244393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -244396.875000 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -244396.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -244402.312500 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -244402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -244404.312500 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -244404.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -244406.859375 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -244406.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -244408.062500 Penalty: 3711.131104
	Iteration 21Q: 3 clusters Score -244408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -244408.171875 Penalty: 3711.131104
	Iteration 22Q: 3 clusters Score -244408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -244408.843750 Penalty: 3711.131104
	Iteration 23Q: 3 clusters Score -244408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -244408.843750 Penalty: 3711.131104
	Iteration 24F: 3 clusters Score -244408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1543573.625000 Penalty: 2304.396240
	Iteration 0F: 2 clusters Score -1543574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1535373.500000 Penalty: 4608.792480
	Iteration 0F: 3 clusters Score -1535374 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1537698.750000 Penalty: 4608.792480
	Iteration 1F: 3 clusters Score -1537699 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1537987.125000 Penalty: 4608.792480
	Iteration 2F: 3 clusters Score -1537987 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1538218.500000 Penalty: 4608.792480
	Iteration 3F: 3 clusters Score -1538218 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1538385.000000 Penalty: 4608.792480
	Iteration 4Q: 3 clusters Score -1538385 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1538483.375000 Penalty: 4608.792480
	Iteration 5Q: 3 clusters Score -1538483 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1538565.375000 Penalty: 4608.792480
	Iteration 6Q: 3 clusters Score -1538565 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1538655.875000 Penalty: 4608.792480
	Iteration 7Q: 3 clusters Score -1538656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1538726.250000 Penalty: 4608.792480
	Iteration 8Q: 3 clusters Score -1538726 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1538800.000000 Penalty: 4608.792480
	Iteration 9Q: 3 clusters Score -1538800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1538863.250000 Penalty: 4608.792480
	Iteration 10Q: 3 clusters Score -1538863 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1538935.875000 Penalty: 4608.792480
	Iteration 11Q: 3 clusters Score -1538936 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1538993.750000 Penalty: 4608.792480
	Iteration 12Q: 3 clusters Score -1538994 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1539057.750000 Penalty: 4608.792480
	Iteration 13Q: 3 clusters Score -1539058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1539114.375000 Penalty: 4608.792480
	Iteration 14Q: 3 clusters Score -1539114 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1539158.625000 Penalty: 4608.792480
	Iteration 15Q: 3 clusters Score -1539159 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1539219.750000 Penalty: 4608.792480
	Iteration 16Q: 3 clusters Score -1539220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1539293.375000 Penalty: 4608.792480
	Iteration 17Q: 3 clusters Score -1539293 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1539372.500000 Penalty: 4608.792480
	Iteration 18Q: 3 clusters Score -1539372 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1539446.750000 Penalty: 4608.792480
	Iteration 19Q: 3 clusters Score -1539447 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1539534.000000 Penalty: 4608.792480
	Iteration 20F: 3 clusters Score -1539534 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1539628.375000 Penalty: 4608.792480
	Iteration 21Q: 3 clusters Score -1539628 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1539744.125000 Penalty: 4608.792480
	Iteration 22Q: 3 clusters Score -1539744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1539883.375000 Penalty: 4608.792480
	Iteration 23Q: 3 clusters Score -1539883 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1540037.625000 Penalty: 4608.792480
	Iteration 24Q: 3 clusters Score -1540038 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1540183.250000 Penalty: 4608.792480
	Iteration 25Q: 3 clusters Score -1540183 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1540307.000000 Penalty: 4608.792480
	Iteration 26Q: 3 clusters Score -1540307 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1540390.375000 Penalty: 4608.792480
	Iteration 27Q: 3 clusters Score -1540390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1540457.500000 Penalty: 4608.792480
	Iteration 28Q: 3 clusters Score -1540458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1540500.750000 Penalty: 4608.792480
	Iteration 29Q: 3 clusters Score -1540501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1540535.625000 Penalty: 4608.792480
	Iteration 30Q: 3 clusters Score -1540536 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1540562.250000 Penalty: 4608.792480
	Iteration 31Q: 3 clusters Score -1540562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1540583.125000 Penalty: 4608.792480
	Iteration 32Q: 3 clusters Score -1540583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1540601.750000 Penalty: 4608.792480
	Iteration 33Q: 3 clusters Score -1540602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1540617.875000 Penalty: 4608.792480
	Iteration 34Q: 3 clusters Score -1540618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1540628.375000 Penalty: 4608.792480
	Iteration 35Q: 3 clusters Score -1540628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1540632.750000 Penalty: 4608.792480
	Iteration 36Q: 3 clusters Score -1540633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1540648.250000 Penalty: 4608.792480
	Iteration 37Q: 3 clusters Score -1540648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1540661.125000 Penalty: 4608.792480
	Iteration 38Q: 3 clusters Score -1540661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1540670.625000 Penalty: 4608.792480
	Iteration 39Q: 3 clusters Score -1540671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1540687.750000 Penalty: 4608.792480
	Iteration 40F: 3 clusters Score -1540688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1540701.375000 Penalty: 4608.792480
	Iteration 41Q: 3 clusters Score -1540701 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1540706.250000 Penalty: 4608.792480
	Iteration 42Q: 3 clusters Score -1540706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1540718.000000 Penalty: 4608.792480
	Iteration 43Q: 3 clusters Score -1540718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1540733.000000 Penalty: 4608.792480
	Iteration 44Q: 3 clusters Score -1540733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1540740.750000 Penalty: 4608.792480
	Iteration 45Q: 3 clusters Score -1540741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1540757.250000 Penalty: 4608.792480
	Iteration 46Q: 3 clusters Score -1540757 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1540763.750000 Penalty: 4608.792480
	Iteration 47Q: 3 clusters Score -1540764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1540773.625000 Penalty: 4608.792480
	Iteration 48Q: 3 clusters Score -1540774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1540780.250000 Penalty: 4608.792480
	Iteration 49Q: 3 clusters Score -1540780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1540786.500000 Penalty: 4608.792480
	Iteration 50Q: 3 clusters Score -1540786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1540790.500000 Penalty: 4608.792480
	Iteration 51Q: 3 clusters Score -1540790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1540797.625000 Penalty: 4608.792480
	Iteration 52Q: 3 clusters Score -1540798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1540802.875000 Penalty: 4608.792480
	Iteration 53Q: 3 clusters Score -1540803 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1540803.875000 Penalty: 4608.792480
	Iteration 54Q: 3 clusters Score -1540804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1540807.125000 Penalty: 4608.792480
	Iteration 55Q: 3 clusters Score -1540807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1540814.000000 Penalty: 4608.792480
	Iteration 56Q: 3 clusters Score -1540814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1540819.375000 Penalty: 4608.792480
	Iteration 57Q: 3 clusters Score -1540819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1540820.375000 Penalty: 4608.792480
	Iteration 58Q: 3 clusters Score -1540820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1540826.500000 Penalty: 4608.792480
	Iteration 59Q: 3 clusters Score -1540826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1540833.500000 Penalty: 4608.792480
	Iteration 60F: 3 clusters Score -1540834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1540838.000000 Penalty: 4608.792480
	Iteration 61Q: 3 clusters Score -1540838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1540845.125000 Penalty: 4608.792480
	Iteration 62Q: 3 clusters Score -1540845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1540849.500000 Penalty: 4608.792480
	Iteration 63Q: 3 clusters Score -1540850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1540858.000000 Penalty: 4608.792480
	Iteration 64Q: 3 clusters Score -1540858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1540862.250000 Penalty: 4608.792480
	Iteration 65Q: 3 clusters Score -1540862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1540872.000000 Penalty: 4608.792480
	Iteration 66Q: 3 clusters Score -1540872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1540877.500000 Penalty: 4608.792480
	Iteration 67Q: 3 clusters Score -1540878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1540877.625000 Penalty: 4608.792480
	Iteration 68Q: 3 clusters Score -1540878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1540883.500000 Penalty: 4608.792480
	Iteration 69Q: 3 clusters Score -1540884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1540889.750000 Penalty: 4608.792480
	Iteration 70Q: 3 clusters Score -1540890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1540893.750000 Penalty: 4608.792480
	Iteration 71Q: 3 clusters Score -1540894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1540895.375000 Penalty: 4608.792480
	Iteration 72Q: 3 clusters Score -1540895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1540899.500000 Penalty: 4608.792480
	Iteration 73Q: 3 clusters Score -1540900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1540903.750000 Penalty: 4608.792480
	Iteration 74Q: 3 clusters Score -1540904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1540911.875000 Penalty: 4608.792480
	Iteration 75Q: 3 clusters Score -1540912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1540921.500000 Penalty: 4608.792480
	Iteration 76Q: 3 clusters Score -1540922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1540925.625000 Penalty: 4608.792480
	Iteration 77Q: 3 clusters Score -1540926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1540936.125000 Penalty: 4608.792480
	Iteration 78Q: 3 clusters Score -1540936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1540935.250000 Penalty: 4608.792480
	Iteration 79Q: 3 clusters Score -1540935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1540946.625000 Penalty: 4608.792480
	Iteration 80F: 3 clusters Score -1540947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1540947.125000 Penalty: 4608.792480
	Iteration 81Q: 3 clusters Score -1540947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1540948.375000 Penalty: 4608.792480
	Iteration 82Q: 3 clusters Score -1540948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1540951.500000 Penalty: 4608.792480
	Iteration 83Q: 3 clusters Score -1540952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1540956.875000 Penalty: 4608.792480
	Iteration 84Q: 3 clusters Score -1540957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1540956.500000 Penalty: 4608.792480
	Iteration 85Q: 3 clusters Score -1540956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1540961.750000 Penalty: 4608.792480
	Iteration 86Q: 3 clusters Score -1540962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1540966.250000 Penalty: 4608.792480
	Iteration 87Q: 3 clusters Score -1540966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1540969.125000 Penalty: 4608.792480
	Iteration 88Q: 3 clusters Score -1540969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1540973.750000 Penalty: 4608.792480
	Iteration 89Q: 3 clusters Score -1540974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1540980.375000 Penalty: 4608.792480
	Iteration 90Q: 3 clusters Score -1540980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1540984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1540986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1540985.500000 Penalty: 4608.792480
	Iteration 93Q: 3 clusters Score -1540986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1540985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1540981.875000 Penalty: 4608.792480
	Iteration 95Q: 3 clusters Score -1540982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1540987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1540986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1540988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1540991.250000 Penalty: 4608.792480
	Iteration 99Q: 3 clusters Score -1540991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1540992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1540994.750000 Penalty: 4608.792480
	Iteration 101Q: 3 clusters Score -1540995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1540993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1540994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1540999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1540997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1540999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1540999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1540999 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1541001.750000 Penalty: 4608.792480
	Iteration 109Q: 3 clusters Score -1541002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1541006 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1541007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1541011.375000 Penalty: 4608.792480
	Iteration 112Q: 3 clusters Score -1541011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1541011 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1541013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1541016 nChanged 14
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Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1541019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1541023.500000 Penalty: 4608.792480
	Iteration 117Q: 3 clusters Score -1541024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1541023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1541028.500000 Penalty: 4608.792480
	Iteration 119Q: 3 clusters Score -1541028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1541030.500000 Penalty: 4608.792480
	Iteration 120F: 3 clusters Score -1541030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1541029.875000 Penalty: 4608.792480
	Iteration 121Q: 3 clusters Score -1541030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1541039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1541038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1541047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1541049.625000 Penalty: 4608.792480
	Iteration 125Q: 3 clusters Score -1541050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1541059.625000 Penalty: 4608.792480
	Iteration 126Q: 3 clusters Score -1541060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1541068.500000 Penalty: 4608.792480
	Iteration 127Q: 3 clusters Score -1541068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1541075.625000 Penalty: 4608.792480
	Iteration 128Q: 3 clusters Score -1541076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1541076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1541088.375000 Penalty: 4608.792480
	Iteration 130Q: 3 clusters Score -1541088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1541094.625000 Penalty: 4608.792480
	Iteration 131Q: 3 clusters Score -1541095 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1541099.750000 Penalty: 4608.792480
	Iteration 132Q: 3 clusters Score -1541100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1541104.250000 Penalty: 4608.792480
	Iteration 133Q: 3 clusters Score -1541104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1541112.875000 Penalty: 4608.792480
	Iteration 134Q: 3 clusters Score -1541113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1541116.875000 Penalty: 4608.792480
	Iteration 135Q: 3 clusters Score -1541117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1541120.625000 Penalty: 4608.792480
	Iteration 136Q: 3 clusters Score -1541121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1541129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1541140.625000 Penalty: 4608.792480
	Iteration 138Q: 3 clusters Score -1541141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1541147.500000 Penalty: 4608.792480
	Iteration 139Q: 3 clusters Score -1541148 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1541158.875000 Penalty: 4608.792480
	Iteration 140F: 3 clusters Score -1541159 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1541168 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1541178 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1541195 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1541206.000000 Penalty: 4608.792480
	Iteration 144Q: 3 clusters Score -1541206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1541213.000000 Penalty: 4608.792480
	Iteration 145Q: 3 clusters Score -1541213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1541218.750000 Penalty: 4608.792480
	Iteration 146Q: 3 clusters Score -1541219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1541223.250000 Penalty: 4608.792480
	Iteration 147Q: 3 clusters Score -1541223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1541230.375000 Penalty: 4608.792480
	Iteration 148Q: 3 clusters Score -1541230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1541237.500000 Penalty: 4608.792480
	Iteration 149Q: 3 clusters Score -1541238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1541244.250000 Penalty: 4608.792480
	Iteration 150Q: 3 clusters Score -1541244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1541256.125000 Penalty: 4608.792480
	Iteration 151Q: 3 clusters Score -1541256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1541262.875000 Penalty: 4608.792480
	Iteration 152Q: 3 clusters Score -1541263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1541270.125000 Penalty: 4608.792480
	Iteration 153Q: 3 clusters Score -1541270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1541269.875000 Penalty: 4608.792480
	Iteration 154Q: 3 clusters Score -1541270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1541277.125000 Penalty: 4608.792480
	Iteration 155Q: 3 clusters Score -1541277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1541284.500000 Penalty: 4608.792480
	Iteration 156Q: 3 clusters Score -1541284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1541291.750000 Penalty: 4608.792480
	Iteration 157Q: 3 clusters Score -1541292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1541301.500000 Penalty: 4608.792480
	Iteration 158Q: 3 clusters Score -1541302 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1541307.000000 Penalty: 4608.792480
	Iteration 159Q: 3 clusters Score -1541307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1541315.625000 Penalty: 4608.792480
	Iteration 160F: 3 clusters Score -1541316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1541318.000000 Penalty: 4608.792480
	Iteration 161Q: 3 clusters Score -1541318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1541323.500000 Penalty: 4608.792480
	Iteration 162Q: 3 clusters Score -1541324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1541332.625000 Penalty: 4608.792480
	Iteration 163Q: 3 clusters Score -1541333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
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Entering Unmasked Estep 
Score: -1541337.125000 Penalty: 4608.792480
	Iteration 164Q: 3 clusters Score -1541337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1541339.750000 Penalty: 4608.792480
	Iteration 165Q: 3 clusters Score -1541340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1541348.000000 Penalty: 4608.792480
	Iteration 166Q: 3 clusters Score -1541348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1541355.250000 Penalty: 4608.792480
	Iteration 167Q: 3 clusters Score -1541355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1541360.125000 Penalty: 4608.792480
	Iteration 168Q: 3 clusters Score -1541360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1541363.125000 Penalty: 4608.792480
	Iteration 169Q: 3 clusters Score -1541363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1541365.250000 Penalty: 4608.792480
	Iteration 170Q: 3 clusters Score -1541365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1541370.000000 Penalty: 4608.792480
	Iteration 171Q: 3 clusters Score -1541370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1541373.750000 Penalty: 4608.792480
	Iteration 172Q: 3 clusters Score -1541374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1541382.125000 Penalty: 4608.792480
	Iteration 173Q: 3 clusters Score -1541382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1541386.000000 Penalty: 4608.792480
	Iteration 174Q: 3 clusters Score -1541386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1541384.375000 Penalty: 4608.792480
	Iteration 175Q: 3 clusters Score -1541384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1541388.500000 Penalty: 4608.792480
	Iteration 176Q: 3 clusters Score -1541388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1541390.750000 Penalty: 4608.792480
	Iteration 177Q: 3 clusters Score -1541391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1541389.375000 Penalty: 4608.792480
	Iteration 178Q: 3 clusters Score -1541389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1541389.125000 Penalty: 4608.792480
	Iteration 179Q: 3 clusters Score -1541389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1541388.375000 Penalty: 4608.792480
	Iteration 180F: 3 clusters Score -1541388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1541391.500000 Penalty: 4608.792480
	Iteration 181Q: 3 clusters Score -1541392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1541391.500000 Penalty: 4608.792480
	Iteration 182F: 3 clusters Score -1541392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Entering Unmasked Estep 
Score: -3380959.750000 Penalty: 2499.351074
	Iteration 0F: 2 clusters Score -3380960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3364512.750000 Penalty: 4998.702148
	Iteration 0F: 3 clusters Score -3364513 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3370137.250000 Penalty: 4998.702148
	Iteration 1F: 3 clusters Score -3370137 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3370465.750000 Penalty: 4998.702148
	Iteration 2Q: 3 clusters Score -3370466 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3370668.000000 Penalty: 4998.702148
	Iteration 3Q: 3 clusters Score -3370668 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -3370795.750000 Penalty: 4998.702148
	Iteration 4Q: 3 clusters Score -3370796 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -3370905.500000 Penalty: 4998.702148
	Iteration 5Q: 3 clusters Score -3370906 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3371021.250000 Penalty: 4998.702148
	Iteration 6Q: 3 clusters Score -3371021 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3371118.750000 Penalty: 4998.702148
	Iteration 7Q: 3 clusters Score -3371119 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -3371210.500000 Penalty: 4998.702148
	Iteration 8Q: 3 clusters Score -3371210 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3371275.500000 Penalty: 4998.702148
	Iteration 9Q: 3 clusters Score -3371276 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3371366.000000 Penalty: 4998.702148
	Iteration 10Q: 3 clusters Score -3371366 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3371495.500000 Penalty: 4998.702148
	Iteration 11Q: 3 clusters Score -3371496 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3371643.500000 Penalty: 4998.702148
	Iteration 12Q: 3 clusters Score -3371644 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -3371801.500000 Penalty: 4998.702148
	Iteration 13Q: 3 clusters Score -3371802 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -3372012.250000 Penalty: 4998.702148
	Iteration 14Q: 3 clusters Score -3372012 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3372309.500000 Penalty: 4998.702148
	Iteration 15Q: 3 clusters Score -3372310 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3372703.750000 Penalty: 4998.702148
	Iteration 16Q: 3 clusters Score -3372704 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3373268.500000 Penalty: 4998.702148
	Iteration 17Q: 3 clusters Score -3373268 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -3374130.000000 Penalty: 4998.702148
	Iteration 18F: 3 clusters Score -3374130 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3375148.500000 Penalty: 4998.702148
	Iteration 19F: 3 clusters Score -3375148 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3376069.750000 Penalty: 4998.702148
	Iteration 20F: 3 clusters Score -3376070 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3376800.000000 Penalty: 4998.702148
	Iteration 21Q: 3 clusters Score -3376800 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3377340.000000 Penalty: 4998.702148
	Iteration 22Q: 3 clusters Score -3377340 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3377697.000000 Penalty: 4998.702148
	Iteration 23Q: 3 clusters Score -3377697 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3377921.750000 Penalty: 4998.702148
	Iteration 24Q: 3 clusters Score -3377922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3378074.500000 Penalty: 4998.702148
	Iteration 25Q: 3 clusters Score -3378074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3378175.750000 Penalty: 4998.702148
	Iteration 26Q: 3 clusters Score -3378176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -3378250.250000 Penalty: 4998.702148
	Iteration 27Q: 3 clusters Score -3378250 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3378321.250000 Penalty: 4998.702148
	Iteration 28Q: 3 clusters Score -3378321 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -3378380.250000 Penalty: 4998.702148
	Iteration 29Q: 3 clusters Score -3378380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3378422.250000 Penalty: 4998.702148
	Iteration 30Q: 3 clusters Score -3378422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3378458.250000 Penalty: 4998.702148
	Iteration 31Q: 3 clusters Score -3378458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3378497.250000 Penalty: 4998.702148
	Iteration 32Q: 3 clusters Score -3378497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3378522.750000 Penalty: 4998.702148
	Iteration 33Q: 3 clusters Score -3378523 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3378540.000000 Penalty: 4998.702148
	Iteration 34Q: 3 clusters Score -3378540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3378557.000000 Penalty: 4998.702148
	Iteration 35Q: 3 clusters Score -3378557 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3378585.250000 Penalty: 4998.702148
	Iteration 36Q: 3 clusters Score -3378585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3378605.250000 Penalty: 4998.702148
	Iteration 37Q: 3 clusters Score -3378605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -3378610.500000 Penalty: 4998.702148
	Iteration 38Q: 3 clusters Score -3378610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3378626.000000 Penalty: 4998.702148
	Iteration 39Q: 3 clusters Score -3378626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3378644.750000 Penalty: 4998.702148
	Iteration 40F: 3 clusters Score -3378645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3378663.000000 Penalty: 4998.702148
	Iteration 41Q: 3 clusters Score -3378663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3378684.500000 Penalty: 4998.702148
	Iteration 42Q: 3 clusters Score -3378684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3378699.500000 Penalty: 4998.702148
	Iteration 43Q: 3 clusters Score -3378700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3378707.250000 Penalty: 4998.702148
	Iteration 44Q: 3 clusters Score -3378707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3378706.250000 Penalty: 4998.702148
	Iteration 45Q: 3 clusters Score -3378706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -3378716.750000 Penalty: 4998.702148
	Iteration 46Q: 3 clusters Score -3378717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3378724.000000 Penalty: 4998.702148
	Iteration 47Q: 3 clusters Score -3378724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3378725.000000 Penalty: 4998.702148
	Iteration 48Q: 3 clusters Score -3378725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3378738.500000 Penalty: 4998.702148
	Iteration 49Q: 3 clusters Score -3378738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3378737.750000 Penalty: 4998.702148
	Iteration 50Q: 3 clusters Score -3378738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3378741.750000 Penalty: 4998.702148
	Iteration 51Q: 3 clusters Score -3378742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3378746.500000 Penalty: 4998.702148
	Iteration 52Q: 3 clusters Score -3378746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3378753.500000 Penalty: 4998.702148
	Iteration 53Q: 3 clusters Score -3378754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3378753.500000 Penalty: 4998.702148
	Iteration 54Q: 3 clusters Score -3378754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -3378763.500000 Penalty: 4998.702148
	Iteration 55Q: 3 clusters Score -3378764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3378763.500000 Penalty: 4998.702148
	Iteration 56Q: 3 clusters Score -3378764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3378767.250000 Penalty: 4998.702148
	Iteration 57Q: 3 clusters Score -3378767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -3378770.500000 Penalty: 4998.702148
	Iteration 58Q: 3 clusters Score -3378770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3378771.250000 Penalty: 4998.702148
	Iteration 59Q: 3 clusters Score -3378771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3378771.250000 Penalty: 4998.702148
	Iteration 60F: 3 clusters Score -3378771 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -61749.855469 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61749.86 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62149.109375 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62149.11 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62369.371094 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62369.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62501.000000 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62573.460938 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62573.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62619.710938 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -62619.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62661.718750 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62661.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62697.218750 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62697.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -62727.292969 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62727.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62749.250000 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62749.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62777.269531 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62777.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62820.843750 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62820.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62912.765625 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -62912.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -62948.347656 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -62948.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62955.613281 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -62955.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62961.019531 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -62961.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -62968.140625 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -62968.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62973.417969 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -62973.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -62985.437500 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -62985.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63006.628906 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63006.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63060.105469 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63060.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63143.460938 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -63143.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63197.996094 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -63198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63202.593750 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -63202.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63202.593750 Penalty: 3116.930664
	Iteration 24F: 3 clusters Score -63202.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Entering Unmasked Estep 
Score: -4168359.250000 Penalty: 2551.517090
	Iteration 0F: 2 clusters Score -4168359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4148210.250000 Penalty: 5103.034180
	Iteration 0F: 3 clusters Score -4148210 nChanged 13184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -4155246.000000 Penalty: 5103.034180
	Iteration 1F: 3 clusters Score -4155246 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4155681.500000 Penalty: 5103.034180
	Iteration 2Q: 3 clusters Score -4155682 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -4156048.750000 Penalty: 5103.034180
	Iteration 3Q: 3 clusters Score -4156049 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4156372.750000 Penalty: 5103.034180
	Iteration 4Q: 3 clusters Score -4156373 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -4156666.750000 Penalty: 5103.034180
	Iteration 5Q: 3 clusters Score -4156667 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -4156967.250000 Penalty: 5103.034180
	Iteration 6Q: 3 clusters Score -4156967 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4157305.750000 Penalty: 5103.034180
	Iteration 7Q: 3 clusters Score -4157306 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -4157689.750000 Penalty: 5103.034180
	Iteration 8Q: 3 clusters Score -4157690 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -4158184.750000 Penalty: 5103.034180
	Iteration 9Q: 3 clusters Score -4158185 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -4158866.750000 Penalty: 5103.034180
	Iteration 10Q: 3 clusters Score -4158867 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4159806.500000 Penalty: 5103.034180
	Iteration 11Q: 3 clusters Score -4159806 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4160937.750000 Penalty: 5103.034180
	Iteration 12F: 3 clusters Score -4160938 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4161875.250000 Penalty: 5103.034180
	Iteration 13F: 3 clusters Score -4161875 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4162480.000000 Penalty: 5103.034180
	Iteration 14Q: 3 clusters Score -4162480 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4162721.500000 Penalty: 5103.034180
	Iteration 15Q: 3 clusters Score -4162722 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4162867.750000 Penalty: 5103.034180
	Iteration 16Q: 3 clusters Score -4162868 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -4162952.250000 Penalty: 5103.034180
	Iteration 17Q: 3 clusters Score -4162952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -4163001.250000 Penalty: 5103.034180
	Iteration 18Q: 3 clusters Score -4163001 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -4163098.750000 Penalty: 5103.034180
	Iteration 19Q: 3 clusters Score -4163099 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -4163161.000000 Penalty: 5103.034180
	Iteration 20F: 3 clusters Score -4163161 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4163254.000000 Penalty: 5103.034180
	Iteration 21Q: 3 clusters Score -4163254 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -4163310.000000 Penalty: 5103.034180
	Iteration 22Q: 3 clusters Score -4163310 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4163380.500000 Penalty: 5103.034180
	Iteration 23Q: 3 clusters Score -4163380 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4163435.500000 Penalty: 5103.034180
	Iteration 24Q: 3 clusters Score -4163436 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4163480.500000 Penalty: 5103.034180
	Iteration 25Q: 3 clusters Score -4163480 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4163551.750000 Penalty: 5103.034180
	Iteration 26Q: 3 clusters Score -4163552 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -4163592.500000 Penalty: 5103.034180
	Iteration 27Q: 3 clusters Score -4163592 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4163634.500000 Penalty: 5103.034180
	Iteration 28Q: 3 clusters Score -4163634 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -4163687.750000 Penalty: 5103.034180
	Iteration 29Q: 3 clusters Score -4163688 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4163751.500000 Penalty: 5103.034180
	Iteration 30Q: 3 clusters Score -4163752 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -4163817.000000 Penalty: 5103.034180
	Iteration 31Q: 3 clusters Score -4163817 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -4163882.000000 Penalty: 5103.034180
	Iteration 32Q: 3 clusters Score -4163882 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -4163929.000000 Penalty: 5103.034180
	Iteration 33Q: 3 clusters Score -4163929 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4164008.500000 Penalty: 5103.034180
	Iteration 34Q: 3 clusters Score -4164008 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4164089.000000 Penalty: 5103.034180
	Iteration 35Q: 3 clusters Score -4164089 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4164156.250000 Penalty: 5103.034180
	Iteration 36Q: 3 clusters Score -4164156 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4164256.500000 Penalty: 5103.034180
	Iteration 37Q: 3 clusters Score -4164256 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4164361.000000 Penalty: 5103.034180
	Iteration 38Q: 3 clusters Score -4164361 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4164441.250000 Penalty: 5103.034180
	Iteration 39Q: 3 clusters Score -4164441 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4164503.250000 Penalty: 5103.034180
	Iteration 40F: 3 clusters Score -4164503 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4164583.000000 Penalty: 5103.034180
	Iteration 41Q: 3 clusters Score -4164583 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4164643.250000 Penalty: 5103.034180
	Iteration 42Q: 3 clusters Score -4164643 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -4164730.500000 Penalty: 5103.034180
	Iteration 43Q: 3 clusters Score -4164730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4164801.250000 Penalty: 5103.034180
	Iteration 44Q: 3 clusters Score -4164801 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -4164894.000000 Penalty: 5103.034180
	Iteration 45Q: 3 clusters Score -4164894 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -4164982.750000 Penalty: 5103.034180
	Iteration 46Q: 3 clusters Score -4164983 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4165055.250000 Penalty: 5103.034180
	Iteration 47Q: 3 clusters Score -4165055 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4165113.250000 Penalty: 5103.034180
	Iteration 48Q: 3 clusters Score -4165113 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4165189.500000 Penalty: 5103.034180
	Iteration 49Q: 3 clusters Score -4165190 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4165248.500000 Penalty: 5103.034180
	Iteration 50Q: 3 clusters Score -4165248 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -4165313.500000 Penalty: 5103.034180
	Iteration 51Q: 3 clusters Score -4165314 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4165368.250000 Penalty: 5103.034180
	Iteration 52Q: 3 clusters Score -4165368 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -4165420.250000 Penalty: 5103.034180
	Iteration 53Q: 3 clusters Score -4165420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -4165472.500000 Penalty: 5103.034180
	Iteration 54Q: 3 clusters Score -4165472 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4165518.500000 Penalty: 5103.034180
	Iteration 55Q: 3 clusters Score -4165518 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4165563.750000 Penalty: 5103.034180
	Iteration 56Q: 3 clusters Score -4165564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4165599.750000 Penalty: 5103.034180
	Iteration 57Q: 3 clusters Score -4165600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4165653.250000 Penalty: 5103.034180
	Iteration 58Q: 3 clusters Score -4165653 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4165702.000000 Penalty: 5103.034180
	Iteration 59Q: 3 clusters Score -4165702 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -4165757.500000 Penalty: 5103.034180
	Iteration 60F: 3 clusters Score -4165758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -4165806.500000 Penalty: 5103.034180
	Iteration 61Q: 3 clusters Score -4165806 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -4165853.750000 Penalty: 5103.034180
	Iteration 62Q: 3 clusters Score -4165854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -4165886.000000 Penalty: 5103.034180
	Iteration 63Q: 3 clusters Score -4165886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -4165925.000000 Penalty: 5103.034180
	Iteration 64Q: 3 clusters Score -4165925 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -4165968.000000 Penalty: 5103.034180
	Iteration 65Q: 3 clusters Score -4165968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -4165986.250000 Penalty: 5103.034180
	Iteration 66Q: 3 clusters Score -4165986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4166004.750000 Penalty: 5103.034180
	Iteration 67Q: 3 clusters Score -4166005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4166007.750000 Penalty: 5103.034180
	Iteration 68Q: 3 clusters Score -4166008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4166028.250000 Penalty: 5103.034180
	Iteration 69Q: 3 clusters Score -4166028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -4166040.250000 Penalty: 5103.034180
	Iteration 70Q: 3 clusters Score -4166040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -4166053.500000 Penalty: 5103.034180
	Iteration 71Q: 3 clusters Score -4166054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -4166082.000000 Penalty: 5103.034180
	Iteration 72Q: 3 clusters Score -4166082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -4166092.750000 Penalty: 5103.034180
	Iteration 73Q: 3 clusters Score -4166093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -4166095.000000 Penalty: 5103.034180
	Iteration 74Q: 3 clusters Score -4166095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4166108.000000 Penalty: 5103.034180
	Iteration 75Q: 3 clusters Score -4166108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -4166110.750000 Penalty: 5103.034180
	Iteration 76Q: 3 clusters Score -4166111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -4166125.250000 Penalty: 5103.034180
	Iteration 77Q: 3 clusters Score -4166125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4166126.250000 Penalty: 5103.034180
	Iteration 78Q: 3 clusters Score -4166126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4166136.750000 Penalty: 5103.034180
	Iteration 79Q: 3 clusters Score -4166137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -4166142.250000 Penalty: 5103.034180
	Iteration 80F: 3 clusters Score -4166142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -4166149.750000 Penalty: 5103.034180
	Iteration 81Q: 3 clusters Score -4166150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -4166152.750000 Penalty: 5103.034180
	Iteration 82Q: 3 clusters Score -4166153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4166162.500000 Penalty: 5103.034180
	Iteration 83Q: 3 clusters Score -4166162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -4166159.500000 Penalty: 5103.034180
	Iteration 84Q: 3 clusters Score -4166160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -4166161.750000 Penalty: 5103.034180
	Iteration 85Q: 3 clusters Score -4166162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -4166160.000000 Penalty: 5103.034180
	Iteration 86Q: 3 clusters Score -4166160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -4166163.000000 Penalty: 5103.034180
	Iteration 87Q: 3 clusters Score -4166163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -4166174.500000 Penalty: 5103.034180
	Iteration 88Q: 3 clusters Score -4166174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -4166171.250000 Penalty: 5103.034180
	Iteration 89Q: 3 clusters Score -4166171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4166179.500000 Penalty: 5103.034180
	Iteration 90Q: 3 clusters Score -4166180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4166176.750000 Penalty: 5103.034180
	Iteration 91Q: 3 clusters Score -4166177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -4166184.500000 Penalty: 5103.034180
	Iteration 92Q: 3 clusters Score -4166184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -4166186.500000 Penalty: 5103.034180
	Iteration 93Q: 3 clusters Score -4166186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -4166189.000000 Penalty: 5103.034180
	Iteration 94Q: 3 clusters Score -4166189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -4166191.000000 Penalty: 5103.034180
	Iteration 95Q: 3 clusters Score -4166191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -4166193.500000 Penalty: 5103.034180
	Iteration 96Q: 3 clusters Score -4166194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -4166200.000000 Penalty: 5103.034180
	Iteration 97Q: 3 clusters Score -4166200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -4166204.000000 Penalty: 5103.034180
	Iteration 98Q: 3 clusters Score -4166204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -4166203.750000 Penalty: 5103.034180
	Iteration 99Q: 3 clusters Score -4166204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -4166202.500000 Penalty: 5103.034180
	Iteration 100F: 3 clusters Score -4166202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -4166206.250000 Penalty: 5103.034180
	Iteration 101Q: 3 clusters Score -4166206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -4166204.500000 Penalty: 5103.034180
	Iteration 102Q: 3 clusters Score -4166204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -4166203.000000 Penalty: 5103.034180
	Iteration 103Q: 3 clusters Score -4166203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4166208.750000 Penalty: 5103.034180
	Iteration 104Q: 3 clusters Score -4166209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -4166213.000000 Penalty: 5103.034180
	Iteration 105Q: 3 clusters Score -4166213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -4166219.250000 Penalty: 5103.034180
	Iteration 106Q: 3 clusters Score -4166219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -4166218.500000 Penalty: 5103.034180
	Iteration 107Q: 3 clusters Score -4166218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -4166224.750000 Penalty: 5103.034180
	Iteration 108Q: 3 clusters Score -4166225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -4166222.000000 Penalty: 5103.034180
	Iteration 109Q: 3 clusters Score -4166222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4166216.250000 Penalty: 5103.034180
	Iteration 110Q: 3 clusters Score -4166216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4166222.000000 Penalty: 5103.034180
	Iteration 111Q: 3 clusters Score -4166222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4166222.000000 Penalty: 5103.034180
	Iteration 112F: 3 clusters Score -4166222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 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 321 members 
Entering Unmasked Estep 
Score: -84883.218750 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84883.22 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85164.265625 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85164.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -85273.968750 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85273.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85336.054688 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85336.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -85457.085938 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85457.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85544.148438 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85544.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85637.929688 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85637.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -85717.500000 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85717.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85770.070312 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85770.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85802.750000 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85802.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85834.023438 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85834.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85854.429688 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85854.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85856.421875 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85856.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85858.820312 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85858.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85862.398438 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85866.539062 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85866.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85869.062500 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -85869.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85870.734375 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -85870.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85871.562500 Penalty: 3242.917236
	Iteration 18F: 3 clusters Score -85871.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85874.210938 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -85874.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85877.351562 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -85877.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Entering Unmasked Estep 
Score: -3008323.250000 Penalty: 2470.831055
	Iteration 0F: 2 clusters Score -3008323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2993456.500000 Penalty: 4941.662109
	Iteration 0F: 3 clusters Score -2993456 nChanged 9385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2998561.750000 Penalty: 4941.662109
	Iteration 1F: 3 clusters Score -2998562 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2998991.000000 Penalty: 4941.662109
	Iteration 2F: 3 clusters Score -2998991 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2999325.250000 Penalty: 4941.662109
	Iteration 3Q: 3 clusters Score -2999325 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -2999604.750000 Penalty: 4941.662109
	Iteration 4Q: 3 clusters Score -2999605 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2999887.000000 Penalty: 4941.662109
	Iteration 5Q: 3 clusters Score -2999887 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3000218.500000 Penalty: 4941.662109
	Iteration 6Q: 3 clusters Score -3000218 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3000559.500000 Penalty: 4941.662109
	Iteration 7Q: 3 clusters Score -3000560 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3000999.500000 Penalty: 4941.662109
	Iteration 8Q: 3 clusters Score -3001000 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3001541.000000 Penalty: 4941.662109
	Iteration 9Q: 3 clusters Score -3001541 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3002113.000000 Penalty: 4941.662109
	Iteration 10Q: 3 clusters Score -3002113 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3002681.500000 Penalty: 4941.662109
	Iteration 11Q: 3 clusters Score -3002682 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3003166.000000 Penalty: 4941.662109
	Iteration 12Q: 3 clusters Score -3003166 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3003501.000000 Penalty: 4941.662109
	Iteration 13Q: 3 clusters Score -3003501 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -3003736.500000 Penalty: 4941.662109
	Iteration 14Q: 3 clusters Score -3003736 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3003920.250000 Penalty: 4941.662109
	Iteration 15Q: 3 clusters Score -3003920 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3004042.500000 Penalty: 4941.662109
	Iteration 16Q: 3 clusters Score -3004042 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -3004128.500000 Penalty: 4941.662109
	Iteration 17Q: 3 clusters Score -3004128 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3004229.500000 Penalty: 4941.662109
	Iteration 18Q: 3 clusters Score -3004230 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3004301.250000 Penalty: 4941.662109
	Iteration 19Q: 3 clusters Score -3004301 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3004368.750000 Penalty: 4941.662109
	Iteration 20F: 3 clusters Score -3004369 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -3004432.000000 Penalty: 4941.662109
	Iteration 21Q: 3 clusters Score -3004432 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3004492.250000 Penalty: 4941.662109
	Iteration 22Q: 3 clusters Score -3004492 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3004549.250000 Penalty: 4941.662109
	Iteration 23Q: 3 clusters Score -3004549 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -3004614.000000 Penalty: 4941.662109
	Iteration 24Q: 3 clusters Score -3004614 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3004649.250000 Penalty: 4941.662109
	Iteration 25Q: 3 clusters Score -3004649 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3004692.000000 Penalty: 4941.662109
	Iteration 26Q: 3 clusters Score -3004692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3004732.000000 Penalty: 4941.662109
	Iteration 27Q: 3 clusters Score -3004732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3004765.750000 Penalty: 4941.662109
	Iteration 28Q: 3 clusters Score -3004766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3004800.750000 Penalty: 4941.662109
	Iteration 29Q: 3 clusters Score -3004801 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3004846.500000 Penalty: 4941.662109
	Iteration 30Q: 3 clusters Score -3004846 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3004901.500000 Penalty: 4941.662109
	Iteration 31Q: 3 clusters Score -3004902 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -3004975.000000 Penalty: 4941.662109
	Iteration 32Q: 3 clusters Score -3004975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -3005019.750000 Penalty: 4941.662109
	Iteration 33Q: 3 clusters Score -3005020 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3005087.250000 Penalty: 4941.662109
	Iteration 34Q: 3 clusters Score -3005087 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -3005167.500000 Penalty: 4941.662109
	Iteration 35Q: 3 clusters Score -3005168 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3005217.750000 Penalty: 4941.662109
	Iteration 36Q: 3 clusters Score -3005218 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3005267.500000 Penalty: 4941.662109
	Iteration 37Q: 3 clusters Score -3005268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3005341.250000 Penalty: 4941.662109
	Iteration 38Q: 3 clusters Score -3005341 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3005397.250000 Penalty: 4941.662109
	Iteration 39Q: 3 clusters Score -3005397 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3005439.250000 Penalty: 4941.662109
	Iteration 40F: 3 clusters Score -3005439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3005496.750000 Penalty: 4941.662109
	Iteration 41Q: 3 clusters Score -3005497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -3005543.000000 Penalty: 4941.662109
	Iteration 42Q: 3 clusters Score -3005543 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3005582.250000 Penalty: 4941.662109
	Iteration 43Q: 3 clusters Score -3005582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -3005623.750000 Penalty: 4941.662109
	Iteration 44Q: 3 clusters Score -3005624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3005650.500000 Penalty: 4941.662109
	Iteration 45Q: 3 clusters Score -3005650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -3005694.250000 Penalty: 4941.662109
	Iteration 46Q: 3 clusters Score -3005694 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3005738.250000 Penalty: 4941.662109
	Iteration 47Q: 3 clusters Score -3005738 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3005767.750000 Penalty: 4941.662109
	Iteration 48Q: 3 clusters Score -3005768 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3005802.250000 Penalty: 4941.662109
	Iteration 49Q: 3 clusters Score -3005802 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3005849.000000 Penalty: 4941.662109
	Iteration 50Q: 3 clusters Score -3005849 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3005884.500000 Penalty: 4941.662109
	Iteration 51Q: 3 clusters Score -3005884 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3005909.750000 Penalty: 4941.662109
	Iteration 52Q: 3 clusters Score -3005910 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3005941.250000 Penalty: 4941.662109
	Iteration 53Q: 3 clusters Score -3005941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -3005971.500000 Penalty: 4941.662109
	Iteration 54Q: 3 clusters Score -3005972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3005996.750000 Penalty: 4941.662109
	Iteration 55Q: 3 clusters Score -3005997 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -3006019.000000 Penalty: 4941.662109
	Iteration 56Q: 3 clusters Score -3006019 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3006044.000000 Penalty: 4941.662109
	Iteration 57Q: 3 clusters Score -3006044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -3006057.250000 Penalty: 4941.662109
	Iteration 58Q: 3 clusters Score -3006057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3006088.250000 Penalty: 4941.662109
	Iteration 59Q: 3 clusters Score -3006088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3006092.000000 Penalty: 4941.662109
	Iteration 60F: 3 clusters Score -3006092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -3006102.500000 Penalty: 4941.662109
	Iteration 61Q: 3 clusters Score -3006102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3006125.500000 Penalty: 4941.662109
	Iteration 62Q: 3 clusters Score -3006126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3006131.250000 Penalty: 4941.662109
	Iteration 63Q: 3 clusters Score -3006131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -3006147.750000 Penalty: 4941.662109
	Iteration 64Q: 3 clusters Score -3006148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3006149.750000 Penalty: 4941.662109
	Iteration 65Q: 3 clusters Score -3006150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3006174.750000 Penalty: 4941.662109
	Iteration 66Q: 3 clusters Score -3006175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -3006190.500000 Penalty: 4941.662109
	Iteration 67Q: 3 clusters Score -3006190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -3006202.000000 Penalty: 4941.662109
	Iteration 68Q: 3 clusters Score -3006202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -3006213.750000 Penalty: 4941.662109
	Iteration 69Q: 3 clusters Score -3006214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -3006219.500000 Penalty: 4941.662109
	Iteration 70Q: 3 clusters Score -3006220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3006233.750000 Penalty: 4941.662109
	Iteration 71Q: 3 clusters Score -3006234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3006254.250000 Penalty: 4941.662109
	Iteration 72Q: 3 clusters Score -3006254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3006263.750000 Penalty: 4941.662109
	Iteration 73Q: 3 clusters Score -3006264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3006273.000000 Penalty: 4941.662109
	Iteration 74Q: 3 clusters Score -3006273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3006274.500000 Penalty: 4941.662109
	Iteration 75Q: 3 clusters Score -3006274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3006280.250000 Penalty: 4941.662109
	Iteration 76Q: 3 clusters Score -3006280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -3006282.750000 Penalty: 4941.662109
	Iteration 77Q: 3 clusters Score -3006283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3006285.750000 Penalty: 4941.662109
	Iteration 78Q: 3 clusters Score -3006286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3006292.500000 Penalty: 4941.662109
	Iteration 79Q: 3 clusters Score -3006292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3006299.500000 Penalty: 4941.662109
	Iteration 80F: 3 clusters Score -3006300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3006305.250000 Penalty: 4941.662109
	Iteration 81Q: 3 clusters Score -3006305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3006307.500000 Penalty: 4941.662109
	Iteration 82Q: 3 clusters Score -3006308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3006311.500000 Penalty: 4941.662109
	Iteration 83Q: 3 clusters Score -3006312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3006319.750000 Penalty: 4941.662109
	Iteration 84Q: 3 clusters Score -3006320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3006331.250000 Penalty: 4941.662109
	Iteration 85Q: 3 clusters Score -3006331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -3006335.250000 Penalty: 4941.662109
	Iteration 86Q: 3 clusters Score -3006335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3006342.250000 Penalty: 4941.662109
	Iteration 87Q: 3 clusters Score -3006342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3006350.250000 Penalty: 4941.662109
	Iteration 88Q: 3 clusters Score -3006350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3006364.000000 Penalty: 4941.662109
	Iteration 89Q: 3 clusters Score -3006364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -3006377.500000 Penalty: 4941.662109
	Iteration 90Q: 3 clusters Score -3006378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -3006380.500000 Penalty: 4941.662109
	Iteration 91Q: 3 clusters Score -3006380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -3006387.750000 Penalty: 4941.662109
	Iteration 92Q: 3 clusters Score -3006388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -3006394.500000 Penalty: 4941.662109
	Iteration 93Q: 3 clusters Score -3006394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -3006405.500000 Penalty: 4941.662109
	Iteration 94Q: 3 clusters Score -3006406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3006409.750000 Penalty: 4941.662109
	Iteration 95Q: 3 clusters Score -3006410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3006410.750000 Penalty: 4941.662109
	Iteration 96Q: 3 clusters Score -3006411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3006418.000000 Penalty: 4941.662109
	Iteration 97Q: 3 clusters Score -3006418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3006418.750000 Penalty: 4941.662109
	Iteration 98Q: 3 clusters Score -3006419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3006416.000000 Penalty: 4941.662109
	Iteration 99Q: 3 clusters Score -3006416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -3006419.750000 Penalty: 4941.662109
	Iteration 100F: 3 clusters Score -3006420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -3006416.750000 Penalty: 4941.662109
	Iteration 101Q: 3 clusters Score -3006417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -3006415.000000 Penalty: 4941.662109
	Iteration 102Q: 3 clusters Score -3006415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -3006416.250000 Penalty: 4941.662109
	Iteration 103Q: 3 clusters Score -3006416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -3006414.500000 Penalty: 4941.662109
	Iteration 104Q: 3 clusters Score -3006414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3006418.250000 Penalty: 4941.662109
	Iteration 105Q: 3 clusters Score -3006418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3006421.250000 Penalty: 4941.662109
	Iteration 106Q: 3 clusters Score -3006421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3006420.250000 Penalty: 4941.662109
	Iteration 107Q: 3 clusters Score -3006420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -3006424.500000 Penalty: 4941.662109
	Iteration 108Q: 3 clusters Score -3006424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3006423.250000 Penalty: 4941.662109
	Iteration 109Q: 3 clusters Score -3006423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3006424.750000 Penalty: 4941.662109
	Iteration 110Q: 3 clusters Score -3006425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3006425.500000 Penalty: 4941.662109
	Iteration 111Q: 3 clusters Score -3006426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -3006427.250000 Penalty: 4941.662109
	Iteration 112Q: 3 clusters Score -3006427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3006429.000000 Penalty: 4941.662109
	Iteration 113Q: 3 clusters Score -3006429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3006429.000000 Penalty: 4941.662109
	Iteration 114F: 3 clusters Score -3006429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Entering Unmasked Estep 
Score: -4564275.500000 Penalty: 2574.224854
	Iteration 0F: 2 clusters Score -4564276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -4542375.500000 Penalty: 5148.449707
	Iteration 0F: 3 clusters Score -4542376 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4550290.500000 Penalty: 5148.449707
	Iteration 1F: 3 clusters Score -4550290 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4550782.500000 Penalty: 5148.449707
	Iteration 2Q: 3 clusters Score -4550782 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4551274.000000 Penalty: 5148.449707
	Iteration 3Q: 3 clusters Score -4551274 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -4551746.500000 Penalty: 5148.449707
	Iteration 4Q: 3 clusters Score -4551746 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -4552176.000000 Penalty: 5148.449707
	Iteration 5Q: 3 clusters Score -4552176 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4552648.000000 Penalty: 5148.449707
	Iteration 6Q: 3 clusters Score -4552648 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4553196.500000 Penalty: 5148.449707
	Iteration 7Q: 3 clusters Score -4553196 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -4553726.500000 Penalty: 5148.449707
	Iteration 8Q: 3 clusters Score -4553726 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4554396.000000 Penalty: 5148.449707
	Iteration 9Q: 3 clusters Score -4554396 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4555274.500000 Penalty: 5148.449707
	Iteration 10Q: 3 clusters Score -4555274 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -4556354.500000 Penalty: 5148.449707
	Iteration 11F: 3 clusters Score -4556354 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -4557395.000000 Penalty: 5148.449707
	Iteration 12F: 3 clusters Score -4557395 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4558168.000000 Penalty: 5148.449707
	Iteration 13Q: 3 clusters Score -4558168 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -4558591.500000 Penalty: 5148.449707
	Iteration 14Q: 3 clusters Score -4558592 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -4558780.000000 Penalty: 5148.449707
	Iteration 15Q: 3 clusters Score -4558780 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -4558904.000000 Penalty: 5148.449707
	Iteration 16Q: 3 clusters Score -4558904 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4559000.000000 Penalty: 5148.449707
	Iteration 17Q: 3 clusters Score -4559000 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -4559077.500000 Penalty: 5148.449707
	Iteration 18Q: 3 clusters Score -4559078 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -4559130.000000 Penalty: 5148.449707
	Iteration 19Q: 3 clusters Score -4559130 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4559170.500000 Penalty: 5148.449707
	Iteration 20F: 3 clusters Score -4559170 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -4559239.000000 Penalty: 5148.449707
	Iteration 21Q: 3 clusters Score -4559239 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -4559289.500000 Penalty: 5148.449707
	Iteration 22Q: 3 clusters Score -4559290 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -4559338.500000 Penalty: 5148.449707
	Iteration 23Q: 3 clusters Score -4559338 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4559394.500000 Penalty: 5148.449707
	Iteration 24Q: 3 clusters Score -4559394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4559434.500000 Penalty: 5148.449707
	Iteration 25Q: 3 clusters Score -4559434 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -4559477.500000 Penalty: 5148.449707
	Iteration 26Q: 3 clusters Score -4559478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4559511.000000 Penalty: 5148.449707
	Iteration 27Q: 3 clusters Score -4559511 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -4559547.000000 Penalty: 5148.449707
	Iteration 28Q: 3 clusters Score -4559547 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -4559605.500000 Penalty: 5148.449707
	Iteration 29Q: 3 clusters Score -4559606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4559640.500000 Penalty: 5148.449707
	Iteration 30Q: 3 clusters Score -4559640 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4559692.000000 Penalty: 5148.449707
	Iteration 31Q: 3 clusters Score -4559692 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4559715.000000 Penalty: 5148.449707
	Iteration 32Q: 3 clusters Score -4559715 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -4559758.500000 Penalty: 5148.449707
	Iteration 33Q: 3 clusters Score -4559758 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4559815.500000 Penalty: 5148.449707
	Iteration 34Q: 3 clusters Score -4559816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4559862.500000 Penalty: 5148.449707
	Iteration 35Q: 3 clusters Score -4559862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4559919.500000 Penalty: 5148.449707
	Iteration 36Q: 3 clusters Score -4559920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -4559953.500000 Penalty: 5148.449707
	Iteration 37Q: 3 clusters Score -4559954 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -4559986.500000 Penalty: 5148.449707
	Iteration 38Q: 3 clusters Score -4559986 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4560027.500000 Penalty: 5148.449707
	Iteration 39Q: 3 clusters Score -4560028 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -4560075.000000 Penalty: 5148.449707
	Iteration 40F: 3 clusters Score -4560075 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4560111.000000 Penalty: 5148.449707
	Iteration 41Q: 3 clusters Score -4560111 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -4560165.500000 Penalty: 5148.449707
	Iteration 42Q: 3 clusters Score -4560166 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -4560204.000000 Penalty: 5148.449707
	Iteration 43Q: 3 clusters Score -4560204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4560259.000000 Penalty: 5148.449707
	Iteration 44Q: 3 clusters Score -4560259 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4560317.500000 Penalty: 5148.449707
	Iteration 45Q: 3 clusters Score -4560318 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4560372.500000 Penalty: 5148.449707
	Iteration 46Q: 3 clusters Score -4560372 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -4560420.500000 Penalty: 5148.449707
	Iteration 47Q: 3 clusters Score -4560420 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4560459.500000 Penalty: 5148.449707
	Iteration 48Q: 3 clusters Score -4560460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4560483.000000 Penalty: 5148.449707
	Iteration 49Q: 3 clusters Score -4560483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -4560520.000000 Penalty: 5148.449707
	Iteration 50Q: 3 clusters Score -4560520 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -4560548.500000 Penalty: 5148.449707
	Iteration 51Q: 3 clusters Score -4560548 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4560588.000000 Penalty: 5148.449707
	Iteration 52Q: 3 clusters Score -4560588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -4560611.500000 Penalty: 5148.449707
	Iteration 53Q: 3 clusters Score -4560612 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -4560635.500000 Penalty: 5148.449707
	Iteration 54Q: 3 clusters Score -4560636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -4560682.000000 Penalty: 5148.449707
	Iteration 55Q: 3 clusters Score -4560682 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -4560720.000000 Penalty: 5148.449707
	Iteration 56Q: 3 clusters Score -4560720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -4560767.000000 Penalty: 5148.449707
	Iteration 57Q: 3 clusters Score -4560767 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -4560815.500000 Penalty: 5148.449707
	Iteration 58Q: 3 clusters Score -4560816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -4560851.500000 Penalty: 5148.449707
	Iteration 59Q: 3 clusters Score -4560852 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -4560907.000000 Penalty: 5148.449707
	Iteration 60F: 3 clusters Score -4560907 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4560941.500000 Penalty: 5148.449707
	Iteration 61Q: 3 clusters Score -4560942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -4561000.500000 Penalty: 5148.449707
	Iteration 62Q: 3 clusters Score -4561000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -4561017.000000 Penalty: 5148.449707
	Iteration 63Q: 3 clusters Score -4561017 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4561044.500000 Penalty: 5148.449707
	Iteration 64Q: 3 clusters Score -4561044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -4561070.000000 Penalty: 5148.449707
	Iteration 65Q: 3 clusters Score -4561070 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4561092.000000 Penalty: 5148.449707
	Iteration 66Q: 3 clusters Score -4561092 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4561114.000000 Penalty: 5148.449707
	Iteration 67Q: 3 clusters Score -4561114 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -4561145.500000 Penalty: 5148.449707
	Iteration 68Q: 3 clusters Score -4561146 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4561183.000000 Penalty: 5148.449707
	Iteration 69Q: 3 clusters Score -4561183 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -4561220.000000 Penalty: 5148.449707
	Iteration 70Q: 3 clusters Score -4561220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -4561231.000000 Penalty: 5148.449707
	Iteration 71Q: 3 clusters Score -4561231 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -4561231.500000 Penalty: 5148.449707
	Iteration 72Q: 3 clusters Score -4561232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4561264.000000 Penalty: 5148.449707
	Iteration 73Q: 3 clusters Score -4561264 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -4561292.500000 Penalty: 5148.449707
	Iteration 74Q: 3 clusters Score -4561292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4561323.000000 Penalty: 5148.449707
	Iteration 75Q: 3 clusters Score -4561323 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -4561363.500000 Penalty: 5148.449707
	Iteration 76Q: 3 clusters Score -4561364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -4561378.000000 Penalty: 5148.449707
	Iteration 77Q: 3 clusters Score -4561378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4561412.000000 Penalty: 5148.449707
	Iteration 78Q: 3 clusters Score -4561412 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -4561447.000000 Penalty: 5148.449707
	Iteration 79Q: 3 clusters Score -4561447 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -4561467.500000 Penalty: 5148.449707
	Iteration 80F: 3 clusters Score -4561468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -4561509.500000 Penalty: 5148.449707
	Iteration 81Q: 3 clusters Score -4561510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4561535.500000 Penalty: 5148.449707
	Iteration 82Q: 3 clusters Score -4561536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -4561563.000000 Penalty: 5148.449707
	Iteration 83Q: 3 clusters Score -4561563 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -4561579.500000 Penalty: 5148.449707
	Iteration 84Q: 3 clusters Score -4561580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -4561598.000000 Penalty: 5148.449707
	Iteration 85Q: 3 clusters Score -4561598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4561615.500000 Penalty: 5148.449707
	Iteration 86Q: 3 clusters Score -4561616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4561625.000000 Penalty: 5148.449707
	Iteration 87Q: 3 clusters Score -4561625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -4561647.500000 Penalty: 5148.449707
	Iteration 88Q: 3 clusters Score -4561648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4561665.500000 Penalty: 5148.449707
	Iteration 89Q: 3 clusters Score -4561666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -4561692.500000 Penalty: 5148.449707
	Iteration 90Q: 3 clusters Score -4561692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -4561709.000000 Penalty: 5148.449707
	Iteration 91Q: 3 clusters Score -4561709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -4561713.500000 Penalty: 5148.449707
	Iteration 92Q: 3 clusters Score -4561714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4561740.500000 Penalty: 5148.449707
	Iteration 93Q: 3 clusters Score -4561740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4561771.500000 Penalty: 5148.449707
	Iteration 94Q: 3 clusters Score -4561772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4561785.000000 Penalty: 5148.449707
	Iteration 95Q: 3 clusters Score -4561785 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4561798.500000 Penalty: 5148.449707
	Iteration 96Q: 3 clusters Score -4561798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4561805.500000 Penalty: 5148.449707
	Iteration 97Q: 3 clusters Score -4561806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4561821.500000 Penalty: 5148.449707
	Iteration 98Q: 3 clusters Score -4561822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4561843.000000 Penalty: 5148.449707
	Iteration 99Q: 3 clusters Score -4561843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -4561857.000000 Penalty: 5148.449707
	Iteration 100F: 3 clusters Score -4561857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4561859.500000 Penalty: 5148.449707
	Iteration 101Q: 3 clusters Score -4561860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -4561872.500000 Penalty: 5148.449707
	Iteration 102Q: 3 clusters Score -4561872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -4561883.500000 Penalty: 5148.449707
	Iteration 103Q: 3 clusters Score -4561884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -4561897.000000 Penalty: 5148.449707
	Iteration 104Q: 3 clusters Score -4561897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -4561908.500000 Penalty: 5148.449707
	Iteration 105Q: 3 clusters Score -4561908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4561920.000000 Penalty: 5148.449707
	Iteration 106Q: 3 clusters Score -4561920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -4561925.500000 Penalty: 5148.449707
	Iteration 107Q: 3 clusters Score -4561926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4561930.000000 Penalty: 5148.449707
	Iteration 108Q: 3 clusters Score -4561930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4561933.500000 Penalty: 5148.449707
	Iteration 109Q: 3 clusters Score -4561934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -4561939.000000 Penalty: 5148.449707
	Iteration 110Q: 3 clusters Score -4561939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -4561938.500000 Penalty: 5148.449707
	Iteration 111Q: 3 clusters Score -4561938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4561939.000000 Penalty: 5148.449707
	Iteration 112Q: 3 clusters Score -4561939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4561939.500000 Penalty: 5148.449707
	Iteration 113Q: 3 clusters Score -4561940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4561937.500000 Penalty: 5148.449707
	Iteration 114Q: 3 clusters Score -4561938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -4561941.500000 Penalty: 5148.449707
	Iteration 115Q: 3 clusters Score -4561942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -4561942.500000 Penalty: 5148.449707
	Iteration 116Q: 3 clusters Score -4561942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -4561942.500000 Penalty: 5148.449707
	Iteration 117Q: 3 clusters Score -4561942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -4561945.000000 Penalty: 5148.449707
	Iteration 118Q: 3 clusters Score -4561945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4561947.500000 Penalty: 5148.449707
	Iteration 119Q: 3 clusters Score -4561948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -4561951.000000 Penalty: 5148.449707
	Iteration 120F: 3 clusters Score -4561951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -4561945.000000 Penalty: 5148.449707
	Iteration 121Q: 3 clusters Score -4561945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -4561954.500000 Penalty: 5148.449707
	Iteration 122Q: 3 clusters Score -4561954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -4561955.000000 Penalty: 5148.449707
	Iteration 123Q: 3 clusters Score -4561955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4561954.500000 Penalty: 5148.449707
	Iteration 124Q: 3 clusters Score -4561954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4561957.000000 Penalty: 5148.449707
	Iteration 125Q: 3 clusters Score -4561957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4561951.000000 Penalty: 5148.449707
	Iteration 126Q: 3 clusters Score -4561951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -4561956.500000 Penalty: 5148.449707
	Iteration 127Q: 3 clusters Score -4561956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -4561961.000000 Penalty: 5148.449707
	Iteration 128Q: 3 clusters Score -4561961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -4561956.500000 Penalty: 5148.449707
	Iteration 129Q: 3 clusters Score -4561956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4561960.500000 Penalty: 5148.449707
	Iteration 130Q: 3 clusters Score -4561960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4561958.500000 Penalty: 5148.449707
	Iteration 131Q: 3 clusters Score -4561958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4561954.500000 Penalty: 5148.449707
	Iteration 132Q: 3 clusters Score -4561954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4561962.000000 Penalty: 5148.449707
	Iteration 133Q: 3 clusters Score -4561962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4561962.000000 Penalty: 5148.449707
	Iteration 134F: 3 clusters Score -4561962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15489.469727 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15489.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15519.864258 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15519.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15519.864258 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15519.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -273136.812500 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -273136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -270555.531250 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -270555.5 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270985.656250 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -270985.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -271100.625000 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -271100.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -271172.500000 Penalty: 3765.813721
	Iteration 3Q: 3 clusters Score -271172.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -271205.093750 Penalty: 3765.813721
	Iteration 4Q: 3 clusters Score -271205.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271224.781250 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -271224.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271248.437500 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -271248.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -271263.062500 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -271263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -271274.406250 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -271274.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -271280.562500 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -271280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271285.593750 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -271285.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271290.437500 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -271290.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -271292.656250 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -271292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -271294.093750 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -271294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -271296.031250 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -271296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -271299.437500 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -271299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -271302.125000 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -271302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -271304.312500 Penalty: 3765.813721
	Iteration 17Q: 3 clusters Score -271304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -271305.562500 Penalty: 3765.813721
	Iteration 18Q: 3 clusters Score -271305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271305.750000 Penalty: 3765.813721
	Iteration 19Q: 3 clusters Score -271305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271305.750000 Penalty: 3765.813721
	Iteration 20F: 3 clusters Score -271305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -78313.164062 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78313.16 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -78744.632812 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78744.63 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79246.789062 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -79246.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -79551.140625 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -79551.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -79712.656250 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -79712.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -79865.531250 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -79865.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -80066.359375 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -80066.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80324.421875 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -80324.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80350.406250 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -80350.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -80367.101562 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -80367.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -80380.039062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -80380.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -80383.898438 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -80383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -80383.898438 Penalty: 3219.398926
	Iteration 12F: 3 clusters Score -80383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29389 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 15 contains 152 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149802 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938504.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939736.000000 to -84938504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Entering Unmasked Estep 
Score: -4468859.000000 Penalty: 2577.597656
	Iteration 0F: 2 clusters Score -4468859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4446495.500000 Penalty: 5155.195312
	Iteration 0F: 3 clusters Score -4446496 nChanged 14787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -4454411.000000 Penalty: 5155.195312
	Iteration 1F: 3 clusters Score -4454411 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4454882.500000 Penalty: 5155.195312
	Iteration 2Q: 3 clusters Score -4454882 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4455390.000000 Penalty: 5155.195312
	Iteration 3Q: 3 clusters Score -4455390 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -4455939.500000 Penalty: 5155.195312
	Iteration 4Q: 3 clusters Score -4455940 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -4456599.500000 Penalty: 5155.195312
	Iteration 5Q: 3 clusters Score -4456600 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4457403.000000 Penalty: 5155.195312
	Iteration 6F: 3 clusters Score -4457403 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -4458454.500000 Penalty: 5155.195312
	Iteration 7F: 3 clusters Score -4458454 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4459656.500000 Penalty: 5155.195312
	Iteration 8F: 3 clusters Score -4459656 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4460967.000000 Penalty: 5155.195312
	Iteration 9F: 3 clusters Score -4460967 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4462337.000000 Penalty: 5155.195312
	Iteration 10F: 3 clusters Score -4462337 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4463543.500000 Penalty: 5155.195312
	Iteration 11Q: 3 clusters Score -4463544 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4464567.000000 Penalty: 5155.195312
	Iteration 12Q: 3 clusters Score -4464567 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4465430.000000 Penalty: 5155.195312
	Iteration 13Q: 3 clusters Score -4465430 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4465978.000000 Penalty: 5155.195312
	Iteration 14Q: 3 clusters Score -4465978 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4466281.000000 Penalty: 5155.195312
	Iteration 15Q: 3 clusters Score -4466281 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4466460.000000 Penalty: 5155.195312
	Iteration 16Q: 3 clusters Score -4466460 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4466556.000000 Penalty: 5155.195312
	Iteration 17Q: 3 clusters Score -4466556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4466615.000000 Penalty: 5155.195312
	Iteration 18Q: 3 clusters Score -4466615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4466641.000000 Penalty: 5155.195312
	Iteration 19Q: 3 clusters Score -4466641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4466659.500000 Penalty: 5155.195312
	Iteration 20F: 3 clusters Score -4466660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4466667.500000 Penalty: 5155.195312
	Iteration 21Q: 3 clusters Score -4466668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4466677.000000 Penalty: 5155.195312
	Iteration 22Q: 3 clusters Score -4466677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4466680.000000 Penalty: 5155.195312
	Iteration 23Q: 3 clusters Score -4466680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4466688.500000 Penalty: 5155.195312
	Iteration 24Q: 3 clusters Score -4466688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4466691.000000 Penalty: 5155.195312
	Iteration 25Q: 3 clusters Score -4466691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4466701.000000 Penalty: 5155.195312
	Iteration 26Q: 3 clusters Score -4466701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4466701.000000 Penalty: 5155.195312
	Iteration 27F: 3 clusters Score -4466701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Entering Unmasked Estep 
Score: -4537582.500000 Penalty: 2572.563965
	Iteration 0F: 2 clusters Score -4537582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4515738.000000 Penalty: 5145.127930
	Iteration 0F: 3 clusters Score -4515738 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4523621.000000 Penalty: 5145.127930
	Iteration 1F: 3 clusters Score -4523621 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -4524048.000000 Penalty: 5145.127930
	Iteration 2Q: 3 clusters Score -4524048 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4524399.000000 Penalty: 5145.127930
	Iteration 3Q: 3 clusters Score -4524399 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4524728.000000 Penalty: 5145.127930
	Iteration 4Q: 3 clusters Score -4524728 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -4525028.500000 Penalty: 5145.127930
	Iteration 5Q: 3 clusters Score -4525028 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4525414.000000 Penalty: 5145.127930
	Iteration 6Q: 3 clusters Score -4525414 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4525845.500000 Penalty: 5145.127930
	Iteration 7Q: 3 clusters Score -4525846 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4526453.500000 Penalty: 5145.127930
	Iteration 8Q: 3 clusters Score -4526454 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4527331.500000 Penalty: 5145.127930
	Iteration 9Q: 3 clusters Score -4527332 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4528512.500000 Penalty: 5145.127930
	Iteration 10F: 3 clusters Score -4528512 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4529953.000000 Penalty: 5145.127930
	Iteration 11F: 3 clusters Score -4529953 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -4531258.000000 Penalty: 5145.127930
	Iteration 12F: 3 clusters Score -4531258 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4532377.500000 Penalty: 5145.127930
	Iteration 13Q: 3 clusters Score -4532378 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4533204.500000 Penalty: 5145.127930
	Iteration 14Q: 3 clusters Score -4533204 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -4533844.500000 Penalty: 5145.127930
	Iteration 15Q: 3 clusters Score -4533844 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4534285.500000 Penalty: 5145.127930
	Iteration 16Q: 3 clusters Score -4534286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4534550.000000 Penalty: 5145.127930
	Iteration 17Q: 3 clusters Score -4534550 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4534743.500000 Penalty: 5145.127930
	Iteration 18Q: 3 clusters Score -4534744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4534893.000000 Penalty: 5145.127930
	Iteration 19Q: 3 clusters Score -4534893 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4535011.000000 Penalty: 5145.127930
	Iteration 20F: 3 clusters Score -4535011 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4535094.000000 Penalty: 5145.127930
	Iteration 21Q: 3 clusters Score -4535094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4535132.500000 Penalty: 5145.127930
	Iteration 22Q: 3 clusters Score -4535132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4535186.000000 Penalty: 5145.127930
	Iteration 23Q: 3 clusters Score -4535186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4535212.000000 Penalty: 5145.127930
	Iteration 24Q: 3 clusters Score -4535212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4535248.500000 Penalty: 5145.127930
	Iteration 25Q: 3 clusters Score -4535248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4535270.000000 Penalty: 5145.127930
	Iteration 26Q: 3 clusters Score -4535270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4535291.500000 Penalty: 5145.127930
	Iteration 27Q: 3 clusters Score -4535292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4535301.500000 Penalty: 5145.127930
	Iteration 28Q: 3 clusters Score -4535302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4535301.000000 Penalty: 5145.127930
	Iteration 29Q: 3 clusters Score -4535301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4535303.000000 Penalty: 5145.127930
	Iteration 30Q: 3 clusters Score -4535303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4535307.500000 Penalty: 5145.127930
	Iteration 31Q: 3 clusters Score -4535308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4535311.500000 Penalty: 5145.127930
	Iteration 32Q: 3 clusters Score -4535312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4535326.000000 Penalty: 5145.127930
	Iteration 33Q: 3 clusters Score -4535326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4535327.000000 Penalty: 5145.127930
	Iteration 34Q: 3 clusters Score -4535327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4535328.500000 Penalty: 5145.127930
	Iteration 35Q: 3 clusters Score -4535328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4535334.000000 Penalty: 5145.127930
	Iteration 36Q: 3 clusters Score -4535334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4535339.000000 Penalty: 5145.127930
	Iteration 37Q: 3 clusters Score -4535339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4535340.500000 Penalty: 5145.127930
	Iteration 38Q: 3 clusters Score -4535340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4535339.500000 Penalty: 5145.127930
	Iteration 39Q: 3 clusters Score -4535340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4535337.500000 Penalty: 5145.127930
	Iteration 40F: 3 clusters Score -4535338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4535340.000000 Penalty: 5145.127930
	Iteration 41Q: 3 clusters Score -4535340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4535340.500000 Penalty: 5145.127930
	Iteration 42Q: 3 clusters Score -4535340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4535341.500000 Penalty: 5145.127930
	Iteration 43Q: 3 clusters Score -4535342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4535341.500000 Penalty: 5145.127930
	Iteration 44Q: 3 clusters Score -4535342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4535346.000000 Penalty: 5145.127930
	Iteration 45Q: 3 clusters Score -4535346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4535348.000000 Penalty: 5145.127930
	Iteration 46Q: 3 clusters Score -4535348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4535348.500000 Penalty: 5145.127930
	Iteration 47Q: 3 clusters Score -4535348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4535346.500000 Penalty: 5145.127930
	Iteration 48Q: 3 clusters Score -4535346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4535347.500000 Penalty: 5145.127930
	Iteration 49Q: 3 clusters Score -4535348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4535347.500000 Penalty: 5145.127930
	Iteration 50F: 3 clusters Score -4535348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -191248.890625 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -191248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189135.687500 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -189135.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -189659.921875 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -189659.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -189890.500000 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -189890.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -190013.703125 Penalty: 3606.075195
	Iteration 3F: 3 clusters Score -190013.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -190089.562500 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -190089.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -190157.750000 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -190157.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -190204.531250 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -190204.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -190239.265625 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -190239.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -190273.078125 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -190273.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -190294.421875 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -190294.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -190321.000000 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -190321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -190341.015625 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -190341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -190358.687500 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -190358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -190371.218750 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -190371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -190377.125000 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -190377.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -190383.953125 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -190384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -190386.453125 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -190386.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -190390.578125 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -190390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -190392.015625 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -190392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -190394.953125 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -190395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -190397.015625 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -190397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -190399.515625 Penalty: 3606.075195
	Iteration 21Q: 3 clusters Score -190399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -190400.375000 Penalty: 3606.075195
	Iteration 22Q: 3 clusters Score -190400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -190402.281250 Penalty: 3606.075195
	Iteration 23Q: 3 clusters Score -190402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -190407.046875 Penalty: 3606.075195
	Iteration 24Q: 3 clusters Score -190407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -190410.031250 Penalty: 3606.075195
	Iteration 25Q: 3 clusters Score -190410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -190411.812500 Penalty: 3606.075195
	Iteration 26Q: 3 clusters Score -190411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -190416.406250 Penalty: 3606.075195
	Iteration 27Q: 3 clusters Score -190416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -190416.406250 Penalty: 3606.075195
	Iteration 28F: 3 clusters Score -190416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Entering Unmasked Estep 
Score: -3417303.250000 Penalty: 2502.167725
	Iteration 0F: 2 clusters Score -3417303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -3400514.500000 Penalty: 5004.335449
	Iteration 0F: 3 clusters Score -3400514 nChanged 10729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3406238.250000 Penalty: 5004.335449
	Iteration 1F: 3 clusters Score -3406238 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3406637.250000 Penalty: 5004.335449
	Iteration 2Q: 3 clusters Score -3406637 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -3406994.250000 Penalty: 5004.335449
	Iteration 3Q: 3 clusters Score -3406994 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3407284.500000 Penalty: 5004.335449
	Iteration 4Q: 3 clusters Score -3407284 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -3407604.000000 Penalty: 5004.335449
	Iteration 5Q: 3 clusters Score -3407604 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3407951.750000 Penalty: 5004.335449
	Iteration 6Q: 3 clusters Score -3407952 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3408434.500000 Penalty: 5004.335449
	Iteration 7Q: 3 clusters Score -3408434 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3408951.000000 Penalty: 5004.335449
	Iteration 8Q: 3 clusters Score -3408951 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3409548.250000 Penalty: 5004.335449
	Iteration 9Q: 3 clusters Score -3409548 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3410253.500000 Penalty: 5004.335449
	Iteration 10Q: 3 clusters Score -3410254 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3410958.250000 Penalty: 5004.335449
	Iteration 11Q: 3 clusters Score -3410958 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -3411495.250000 Penalty: 5004.335449
	Iteration 12Q: 3 clusters Score -3411495 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3411800.000000 Penalty: 5004.335449
	Iteration 13Q: 3 clusters Score -3411800 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3411978.250000 Penalty: 5004.335449
	Iteration 14Q: 3 clusters Score -3411978 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3412061.250000 Penalty: 5004.335449
	Iteration 15Q: 3 clusters Score -3412061 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3412119.250000 Penalty: 5004.335449
	Iteration 16Q: 3 clusters Score -3412119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3412161.500000 Penalty: 5004.335449
	Iteration 17Q: 3 clusters Score -3412162 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3412184.750000 Penalty: 5004.335449
	Iteration 18Q: 3 clusters Score -3412185 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3412200.000000 Penalty: 5004.335449
	Iteration 19Q: 3 clusters Score -3412200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3412224.000000 Penalty: 5004.335449
	Iteration 20F: 3 clusters Score -3412224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3412246.000000 Penalty: 5004.335449
	Iteration 21Q: 3 clusters Score -3412246 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3412272.500000 Penalty: 5004.335449
	Iteration 22Q: 3 clusters Score -3412272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3412294.500000 Penalty: 5004.335449
	Iteration 23Q: 3 clusters Score -3412294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -3412314.250000 Penalty: 5004.335449
	Iteration 24Q: 3 clusters Score -3412314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -3412324.000000 Penalty: 5004.335449
	Iteration 25Q: 3 clusters Score -3412324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3412335.250000 Penalty: 5004.335449
	Iteration 26Q: 3 clusters Score -3412335 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -3412356.750000 Penalty: 5004.335449
	Iteration 27Q: 3 clusters Score -3412357 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -3412362.750000 Penalty: 5004.335449
	Iteration 28Q: 3 clusters Score -3412363 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -3412375.000000 Penalty: 5004.335449
	Iteration 29Q: 3 clusters Score -3412375 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3412390.500000 Penalty: 5004.335449
	Iteration 30Q: 3 clusters Score -3412390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -3412406.750000 Penalty: 5004.335449
	Iteration 31Q: 3 clusters Score -3412407 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3412417.750000 Penalty: 5004.335449
	Iteration 32Q: 3 clusters Score -3412418 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3412444.000000 Penalty: 5004.335449
	Iteration 33Q: 3 clusters Score -3412444 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3412448.000000 Penalty: 5004.335449
	Iteration 34Q: 3 clusters Score -3412448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3412463.500000 Penalty: 5004.335449
	Iteration 35Q: 3 clusters Score -3412464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -3412487.000000 Penalty: 5004.335449
	Iteration 36Q: 3 clusters Score -3412487 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3412492.000000 Penalty: 5004.335449
	Iteration 37Q: 3 clusters Score -3412492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3412495.500000 Penalty: 5004.335449
	Iteration 38Q: 3 clusters Score -3412496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3412492.000000 Penalty: 5004.335449
	Iteration 39Q: 3 clusters Score -3412492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -3412503.500000 Penalty: 5004.335449
	Iteration 40F: 3 clusters Score -3412504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3412513.250000 Penalty: 5004.335449
	Iteration 41Q: 3 clusters Score -3412513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -3412519.000000 Penalty: 5004.335449
	Iteration 42Q: 3 clusters Score -3412519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -3412537.750000 Penalty: 5004.335449
	Iteration 43Q: 3 clusters Score -3412538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3412541.750000 Penalty: 5004.335449
	Iteration 44Q: 3 clusters Score -3412542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3412557.250000 Penalty: 5004.335449
	Iteration 45Q: 3 clusters Score -3412557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -3412557.000000 Penalty: 5004.335449
	Iteration 46Q: 3 clusters Score -3412557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3412569.500000 Penalty: 5004.335449
	Iteration 47Q: 3 clusters Score -3412570 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3412586.000000 Penalty: 5004.335449
	Iteration 48Q: 3 clusters Score -3412586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3412590.750000 Penalty: 5004.335449
	Iteration 49Q: 3 clusters Score -3412591 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3412607.750000 Penalty: 5004.335449
	Iteration 50Q: 3 clusters Score -3412608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3412611.000000 Penalty: 5004.335449
	Iteration 51Q: 3 clusters Score -3412611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -3412631.750000 Penalty: 5004.335449
	Iteration 52Q: 3 clusters Score -3412632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -3412647.750000 Penalty: 5004.335449
	Iteration 53Q: 3 clusters Score -3412648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -3412676.500000 Penalty: 5004.335449
	Iteration 54Q: 3 clusters Score -3412676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3412702.500000 Penalty: 5004.335449
	Iteration 55Q: 3 clusters Score -3412702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3412710.250000 Penalty: 5004.335449
	Iteration 56Q: 3 clusters Score -3412710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -3412717.250000 Penalty: 5004.335449
	Iteration 57Q: 3 clusters Score -3412717 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3412750.500000 Penalty: 5004.335449
	Iteration 58Q: 3 clusters Score -3412750 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3412780.250000 Penalty: 5004.335449
	Iteration 59Q: 3 clusters Score -3412780 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -3412812.500000 Penalty: 5004.335449
	Iteration 60F: 3 clusters Score -3412812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3412835.500000 Penalty: 5004.335449
	Iteration 61Q: 3 clusters Score -3412836 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -3412867.250000 Penalty: 5004.335449
	Iteration 62Q: 3 clusters Score -3412867 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3412889.750000 Penalty: 5004.335449
	Iteration 63Q: 3 clusters Score -3412890 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3412918.250000 Penalty: 5004.335449
	Iteration 64Q: 3 clusters Score -3412918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -3412945.000000 Penalty: 5004.335449
	Iteration 65Q: 3 clusters Score -3412945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -3412963.000000 Penalty: 5004.335449
	Iteration 66Q: 3 clusters Score -3412963 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3412990.750000 Penalty: 5004.335449
	Iteration 67Q: 3 clusters Score -3412991 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3413028.250000 Penalty: 5004.335449
	Iteration 68Q: 3 clusters Score -3413028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3413043.000000 Penalty: 5004.335449
	Iteration 69Q: 3 clusters Score -3413043 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3413064.750000 Penalty: 5004.335449
	Iteration 70Q: 3 clusters Score -3413065 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -3413097.250000 Penalty: 5004.335449
	Iteration 71Q: 3 clusters Score -3413097 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3413149.000000 Penalty: 5004.335449
	Iteration 72Q: 3 clusters Score -3413149 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3413178.750000 Penalty: 5004.335449
	Iteration 73Q: 3 clusters Score -3413179 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3413227.750000 Penalty: 5004.335449
	Iteration 74Q: 3 clusters Score -3413228 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3413270.500000 Penalty: 5004.335449
	Iteration 75Q: 3 clusters Score -3413270 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3413322.000000 Penalty: 5004.335449
	Iteration 76Q: 3 clusters Score -3413322 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3413371.750000 Penalty: 5004.335449
	Iteration 77Q: 3 clusters Score -3413372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3413432.000000 Penalty: 5004.335449
	Iteration 78Q: 3 clusters Score -3413432 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3413513.500000 Penalty: 5004.335449
	Iteration 79Q: 3 clusters Score -3413514 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3413616.000000 Penalty: 5004.335449
	Iteration 80F: 3 clusters Score -3413616 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3413721.250000 Penalty: 5004.335449
	Iteration 81Q: 3 clusters Score -3413721 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -3413823.250000 Penalty: 5004.335449
	Iteration 82Q: 3 clusters Score -3413823 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3413941.250000 Penalty: 5004.335449
	Iteration 83Q: 3 clusters Score -3413941 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3414044.250000 Penalty: 5004.335449
	Iteration 84Q: 3 clusters Score -3414044 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -3414156.250000 Penalty: 5004.335449
	Iteration 85Q: 3 clusters Score -3414156 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3414272.750000 Penalty: 5004.335449
	Iteration 86Q: 3 clusters Score -3414273 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3414391.750000 Penalty: 5004.335449
	Iteration 87Q: 3 clusters Score -3414392 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3414496.500000 Penalty: 5004.335449
	Iteration 88Q: 3 clusters Score -3414496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3414580.000000 Penalty: 5004.335449
	Iteration 89Q: 3 clusters Score -3414580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3414664.250000 Penalty: 5004.335449
	Iteration 90Q: 3 clusters Score -3414664 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3414718.000000 Penalty: 5004.335449
	Iteration 91Q: 3 clusters Score -3414718 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3414782.000000 Penalty: 5004.335449
	Iteration 92Q: 3 clusters Score -3414782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3414840.500000 Penalty: 5004.335449
	Iteration 93Q: 3 clusters Score -3414840 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3414895.750000 Penalty: 5004.335449
	Iteration 94Q: 3 clusters Score -3414896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3414947.000000 Penalty: 5004.335449
	Iteration 95Q: 3 clusters Score -3414947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3414984.000000 Penalty: 5004.335449
	Iteration 96Q: 3 clusters Score -3414984 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3415012.000000 Penalty: 5004.335449
	Iteration 97Q: 3 clusters Score -3415012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3415040.250000 Penalty: 5004.335449
	Iteration 98Q: 3 clusters Score -3415040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3415068.250000 Penalty: 5004.335449
	Iteration 99Q: 3 clusters Score -3415068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3415092.250000 Penalty: 5004.335449
	Iteration 100F: 3 clusters Score -3415092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3415109.500000 Penalty: 5004.335449
	Iteration 101Q: 3 clusters Score -3415110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3415123.000000 Penalty: 5004.335449
	Iteration 102Q: 3 clusters Score -3415123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3415126.000000 Penalty: 5004.335449
	Iteration 103Q: 3 clusters Score -3415126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3415128.500000 Penalty: 5004.335449
	Iteration 104Q: 3 clusters Score -3415128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3415144.000000 Penalty: 5004.335449
	Iteration 105Q: 3 clusters Score -3415144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3415147.000000 Penalty: 5004.335449
	Iteration 106Q: 3 clusters Score -3415147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3415149.250000 Penalty: 5004.335449
	Iteration 107Q: 3 clusters Score -3415149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3415151.000000 Penalty: 5004.335449
	Iteration 108Q: 3 clusters Score -3415151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3415152.250000 Penalty: 5004.335449
	Iteration 109Q: 3 clusters Score -3415152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3415150.250000 Penalty: 5004.335449
	Iteration 110Q: 3 clusters Score -3415150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3415150.250000 Penalty: 5004.335449
	Iteration 111F: 3 clusters Score -3415150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Entering Unmasked Estep 
Score: -11364844.000000 Penalty: 2802.053955
	Iteration 0F: 2 clusters Score -1.136484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -11311209.000000 Penalty: 5604.107910
	Iteration 0F: 3 clusters Score -1.131121e+07 nChanged 37690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -11332540.000000 Penalty: 5604.107910
	Iteration 1F: 3 clusters Score -1.133254e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -11333256.000000 Penalty: 5604.107910
	Iteration 2Q: 3 clusters Score -1.133326e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -11334028.000000 Penalty: 5604.107910
	Iteration 3Q: 3 clusters Score -1.133403e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -11334816.000000 Penalty: 5604.107910
	Iteration 4Q: 3 clusters Score -1.133482e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -11335789.000000 Penalty: 5604.107910
	Iteration 5Q: 3 clusters Score -1.133579e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -11337082.000000 Penalty: 5604.107910
	Iteration 6Q: 3 clusters Score -1.133708e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -11339169.000000 Penalty: 5604.107910
	Iteration 7Q: 3 clusters Score -1.133917e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -11342216.000000 Penalty: 5604.107910
	Iteration 8F: 3 clusters Score -1.134222e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -11346205.000000 Penalty: 5604.107910
	Iteration 9F: 3 clusters Score -1.13462e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -11349764.000000 Penalty: 5604.107910
	Iteration 10F: 3 clusters Score -1.134976e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -11351442.000000 Penalty: 5604.107910
	Iteration 11Q: 3 clusters Score -1.135144e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -11352158.000000 Penalty: 5604.107910
	Iteration 12Q: 3 clusters Score -1.135216e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -11352709.000000 Penalty: 5604.107910
	Iteration 13Q: 3 clusters Score -1.135271e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -11353153.000000 Penalty: 5604.107910
	Iteration 14Q: 3 clusters Score -1.135315e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -11353659.000000 Penalty: 5604.107910
	Iteration 15Q: 3 clusters Score -1.135366e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -11354044.000000 Penalty: 5604.107910
	Iteration 16Q: 3 clusters Score -1.135404e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -11354540.000000 Penalty: 5604.107910
	Iteration 17Q: 3 clusters Score -1.135454e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -11355005.000000 Penalty: 5604.107910
	Iteration 18Q: 3 clusters Score -1.1355e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -11355550.000000 Penalty: 5604.107910
	Iteration 19Q: 3 clusters Score -1.135555e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -11356058.000000 Penalty: 5604.107910
	Iteration 20F: 3 clusters Score -1.135606e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -11356615.000000 Penalty: 5604.107910
	Iteration 21Q: 3 clusters Score -1.135662e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64970 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -11357131.000000 Penalty: 5604.107910
	Iteration 22Q: 3 clusters Score -1.135713e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -11357629.000000 Penalty: 5604.107910
	Iteration 23Q: 3 clusters Score -1.135763e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -11358040.000000 Penalty: 5604.107910
	Iteration 24Q: 3 clusters Score -1.135804e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68405 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -11358450.000000 Penalty: 5604.107910
	Iteration 25Q: 3 clusters Score -1.135845e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69458 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -11358849.000000 Penalty: 5604.107910
	Iteration 26Q: 3 clusters Score -1.135885e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -11359193.000000 Penalty: 5604.107910
	Iteration 27Q: 3 clusters Score -1.135919e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -11359539.000000 Penalty: 5604.107910
	Iteration 28Q: 3 clusters Score -1.135954e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72276 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -11359855.000000 Penalty: 5604.107910
	Iteration 29Q: 3 clusters Score -1.135986e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -11360191.000000 Penalty: 5604.107910
	Iteration 30Q: 3 clusters Score -1.136019e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73869 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -11360510.000000 Penalty: 5604.107910
	Iteration 31Q: 3 clusters Score -1.136051e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -11360793.000000 Penalty: 5604.107910
	Iteration 32Q: 3 clusters Score -1.136079e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -11361014.000000 Penalty: 5604.107910
	Iteration 33Q: 3 clusters Score -1.136101e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -11361226.000000 Penalty: 5604.107910
	Iteration 34Q: 3 clusters Score -1.136123e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -11361451.000000 Penalty: 5604.107910
	Iteration 35Q: 3 clusters Score -1.136145e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76670 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -11361666.000000 Penalty: 5604.107910
	Iteration 36Q: 3 clusters Score -1.136167e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11361832.000000 Penalty: 5604.107910
	Iteration 37Q: 3 clusters Score -1.136183e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -11361923.000000 Penalty: 5604.107910
	Iteration 38Q: 3 clusters Score -1.136192e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -11362000.000000 Penalty: 5604.107910
	Iteration 39Q: 3 clusters Score -1.1362e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11362066.000000 Penalty: 5604.107910
	Iteration 40F: 3 clusters Score -1.136207e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -11362163.000000 Penalty: 5604.107910
	Iteration 41Q: 3 clusters Score -1.136216e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -11362211.000000 Penalty: 5604.107910
	Iteration 42Q: 3 clusters Score -1.136221e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -11362235.000000 Penalty: 5604.107910
	Iteration 43Q: 3 clusters Score -1.136224e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -11362281.000000 Penalty: 5604.107910
	Iteration 44Q: 3 clusters Score -1.136228e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78612 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11362314.000000 Penalty: 5604.107910
	Iteration 45Q: 3 clusters Score -1.136231e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11362364.000000 Penalty: 5604.107910
	Iteration 46Q: 3 clusters Score -1.136236e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11362408.000000 Penalty: 5604.107910
	Iteration 47Q: 3 clusters Score -1.136241e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78886 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11362436.000000 Penalty: 5604.107910
	Iteration 48Q: 3 clusters Score -1.136244e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -11362469.000000 Penalty: 5604.107910
	Iteration 49Q: 3 clusters Score -1.136247e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -11362478.000000 Penalty: 5604.107910
	Iteration 50Q: 3 clusters Score -1.136248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11362494.000000 Penalty: 5604.107910
	Iteration 51Q: 3 clusters Score -1.136249e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79125 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -11362509.000000 Penalty: 5604.107910
	Iteration 52Q: 3 clusters Score -1.136251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -11362516.000000 Penalty: 5604.107910
	Iteration 53Q: 3 clusters Score -1.136252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11362531.000000 Penalty: 5604.107910
	Iteration 54Q: 3 clusters Score -1.136253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79203 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -11362536.000000 Penalty: 5604.107910
	Iteration 55Q: 3 clusters Score -1.136254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -11362539.000000 Penalty: 5604.107910
	Iteration 56Q: 3 clusters Score -1.136254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11362542.000000 Penalty: 5604.107910
	Iteration 57Q: 3 clusters Score -1.136254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79256 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11362558.000000 Penalty: 5604.107910
	Iteration 58Q: 3 clusters Score -1.136256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11362555.000000 Penalty: 5604.107910
	Iteration 59Q: 3 clusters Score -1.136256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79275 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11362554.000000 Penalty: 5604.107910
	Iteration 60F: 3 clusters Score -1.136255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79283 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11362554.000000 Penalty: 5604.107910
	Iteration 61Q: 3 clusters Score -1.136255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11362554.000000 Penalty: 5604.107910
	Iteration 62Q: 3 clusters Score -1.136255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79297 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11362553.000000 Penalty: 5604.107910
	Iteration 63Q: 3 clusters Score -1.136255e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79307 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11362553.000000 Penalty: 5604.107910
	Iteration 64Q: 3 clusters Score -1.136255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79318 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -11362549.000000 Penalty: 5604.107910
	Iteration 65Q: 3 clusters Score -1.136255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79324 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11362552.000000 Penalty: 5604.107910
	Iteration 66Q: 3 clusters Score -1.136255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11362553.000000 Penalty: 5604.107910
	Iteration 67Q: 3 clusters Score -1.136255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11362551.000000 Penalty: 5604.107910
	Iteration 68Q: 3 clusters Score -1.136255e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -11362557.000000 Penalty: 5604.107910
	Iteration 69Q: 3 clusters Score -1.136256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -11362557.000000 Penalty: 5604.107910
	Iteration 70Q: 3 clusters Score -1.136256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11362567.000000 Penalty: 5604.107910
	Iteration 71Q: 3 clusters Score -1.136257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11362572.000000 Penalty: 5604.107910
	Iteration 72Q: 3 clusters Score -1.136257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11362570.000000 Penalty: 5604.107910
	Iteration 73Q: 3 clusters Score -1.136257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79404 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -11362576.000000 Penalty: 5604.107910
	Iteration 74Q: 3 clusters Score -1.136258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79409 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -11362578.000000 Penalty: 5604.107910
	Iteration 75Q: 3 clusters Score -1.136258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11362564.000000 Penalty: 5604.107910
	Iteration 76Q: 3 clusters Score -1.136256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79420 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -11362566.000000 Penalty: 5604.107910
	Iteration 77Q: 3 clusters Score -1.136257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11362565.000000 Penalty: 5604.107910
	Iteration 78Q: 3 clusters Score -1.136256e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11362570.000000 Penalty: 5604.107910
	Iteration 79Q: 3 clusters Score -1.136257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11362570.000000 Penalty: 5604.107910
	Iteration 80F: 3 clusters Score -1.136257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Entering Unmasked Estep 
Score: -20901836.000000 Penalty: 2955.433105
	Iteration 0F: 2 clusters Score -2.090184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -20803060.000000 Penalty: 5910.866211
	Iteration 0F: 3 clusters Score -2.080306e+07 nChanged 71663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -20845126.000000 Penalty: 5910.866211
	Iteration 1F: 3 clusters Score -2.084513e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 80892 members 
Entering Unmasked Estep 
Score: -20846350.000000 Penalty: 5910.866211
	Iteration 2Q: 3 clusters Score -2.084635e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65625 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -20848162.000000 Penalty: 5910.866211
	Iteration 3Q: 3 clusters Score -2.084816e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 88939 members 
Entering Unmasked Estep 
Score: -20851164.000000 Penalty: 5910.866211
	Iteration 4Q: 3 clusters Score -2.085116e+07 nChanged 7839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 95338 members 
Entering Unmasked Estep 
Score: -20855334.000000 Penalty: 5910.866211
	Iteration 5F: 3 clusters Score -2.085533e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 103537 members 
Entering Unmasked Estep 
Score: -20861042.000000 Penalty: 5910.866211
	Iteration 6F: 3 clusters Score -2.086104e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 113328 members 
Entering Unmasked Estep 
Score: -20868266.000000 Penalty: 5910.866211
	Iteration 7F: 3 clusters Score -2.086827e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 123910 members 
Entering Unmasked Estep 
Score: -20876964.000000 Penalty: 5910.866211
	Iteration 8F: 3 clusters Score -2.087696e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 134182 members 
Entering Unmasked Estep 
Score: -20886104.000000 Penalty: 5910.866211
	Iteration 9F: 3 clusters Score -2.08861e+07 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 141905 members 
Entering Unmasked Estep 
Score: -20893006.000000 Penalty: 5910.866211
	Iteration 10F: 3 clusters Score -2.089301e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 146442 members 
Entering Unmasked Estep 
Score: -20896768.000000 Penalty: 5910.866211
	Iteration 11Q: 3 clusters Score -2.089677e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -20898262.000000 Penalty: 5910.866211
	Iteration 12Q: 3 clusters Score -2.089826e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149055 members 
Entering Unmasked Estep 
Score: -20898802.000000 Penalty: 5910.866211
	Iteration 13Q: 3 clusters Score -2.08988e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 149288 members 
Entering Unmasked Estep 
Score: -20899086.000000 Penalty: 5910.866211
	Iteration 14Q: 3 clusters Score -2.089909e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -20899184.000000 Penalty: 5910.866211
	Iteration 15Q: 3 clusters Score -2.089918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 149414 members 
Entering Unmasked Estep 
Score: -20899266.000000 Penalty: 5910.866211
	Iteration 16Q: 3 clusters Score -2.089927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 149433 members 
Entering Unmasked Estep 
Score: -20899304.000000 Penalty: 5910.866211
	Iteration 17Q: 3 clusters Score -2.08993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 149448 members 
Entering Unmasked Estep 
Score: -20899322.000000 Penalty: 5910.866211
	Iteration 18Q: 3 clusters Score -2.089932e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 149452 members 
Entering Unmasked Estep 
Score: -20899344.000000 Penalty: 5910.866211
	Iteration 19Q: 3 clusters Score -2.089934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 149457 members 
Entering Unmasked Estep 
Score: -20899350.000000 Penalty: 5910.866211
	Iteration 20F: 3 clusters Score -2.089935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -20899362.000000 Penalty: 5910.866211
	Iteration 21Q: 3 clusters Score -2.089936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 149464 members 
Entering Unmasked Estep 
Score: -20899370.000000 Penalty: 5910.866211
	Iteration 22Q: 3 clusters Score -2.089937e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -20899354.000000 Penalty: 5910.866211
	Iteration 23Q: 3 clusters Score -2.089935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -20899360.000000 Penalty: 5910.866211
	Iteration 24Q: 3 clusters Score -2.089936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 149466 members 
Entering Unmasked Estep 
Score: -20899360.000000 Penalty: 5910.866211
	Iteration 25F: 3 clusters Score -2.089936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -273363.906250 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273363.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -273754.156250 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273754.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -273865.531250 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273865.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -273928.718750 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -273928.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -273965.406250 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -273965.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -273987.156250 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -273987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -274005.187500 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274005.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -274023.718750 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274023.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -274037.125000 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -274051.687500 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274051.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -274059.125000 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -274065.062500 Penalty: 3766.063721
	Iteration 11Q: 3 clusters Score -274065.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -274068.781250 Penalty: 3766.063721
	Iteration 12Q: 3 clusters Score -274068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -274073.281250 Penalty: 3766.063721
	Iteration 13Q: 3 clusters Score -274073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274078.906250 Penalty: 3766.063721
	Iteration 14Q: 3 clusters Score -274078.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274081.187500 Penalty: 3766.063721
	Iteration 15Q: 3 clusters Score -274081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274081.593750 Penalty: 3766.063721
	Iteration 16Q: 3 clusters Score -274081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -274081.593750 Penalty: 3766.063721
	Iteration 17F: 3 clusters Score -274081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -229267.046875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -229267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226826.062500 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -226826.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -227249.593750 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -227249.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -227340.687500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -227340.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -227375.703125 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -227375.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -227400.953125 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -227401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -227414.375000 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -227414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -227435.671875 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -227435.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -227451.656250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -227451.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -227463.625000 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -227463.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -227472.375000 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -227472.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -227480.718750 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -227480.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -227485.812500 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -227485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -227495.062500 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -227495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227499.265625 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -227499.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -227501.265625 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -227501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -227503.156250 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -227503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -227506.437500 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -227506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -227508.078125 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -227508.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -227510.578125 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -227510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -227512.453125 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -227512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -227513.578125 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -227513.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -227516.671875 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -227516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -227516.671875 Penalty: 3692.637207
	Iteration 22F: 3 clusters Score -227516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29389 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149802 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 399Q: 22 clusters Score -8.493974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29390 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32209 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149801 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 400F: 22 clusters Score -8.493978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29390 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32210 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149796 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 401Q: 22 clusters Score -8.493974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29387 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32210 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149796 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939696.000000 Penalty: 69427.117188
Iteration 402Q: 22 clusters Score -8.49397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29384 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32209 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149799 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939696.000000 Penalty: 69427.117188
Iteration 403Q: 22 clusters Score -8.49397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167486 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29381 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32208 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80711 members 
Mstep: Class 20 contains 149798 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939712.000000 Penalty: 69427.117188
Iteration 404Q: 22 clusters Score -8.493971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29380 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32648 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80711 members 
Mstep: Class 20 contains 149795 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939712.000000 Penalty: 69427.117188
Iteration 405Q: 22 clusters Score -8.493971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29379 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32207 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 16 contains 31993 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24086 members 
Mstep: Class 19 contains 80707 members 
Mstep: Class 20 contains 149800 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939624.000000 Penalty: 69427.117188
Iteration 406Q: 22 clusters Score -8.493962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23814 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29376 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149804 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939648.000000 Penalty: 69427.117188
Iteration 407Q: 22 clusters Score -8.493965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 23813 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29373 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32202 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32650 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24087 members 
Mstep: Class 19 contains 80710 members 
Mstep: Class 20 contains 149804 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939632.000000 Penalty: 69427.117188
Iteration 408Q: 22 clusters Score -8.493963e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167495 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23812 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29368 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32199 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32653 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149807 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939704.000000 Penalty: 69427.117188
Iteration 409Q: 22 clusters Score -8.49397e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167487 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29366 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32193 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32657 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149817 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939728.000000 Penalty: 69427.117188
Iteration 410Q: 22 clusters Score -8.493973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167483 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29366 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32186 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32659 members 
Mstep: Class 16 contains 31994 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149826 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939792.000000 Penalty: 69427.117188
Iteration 411Q: 22 clusters Score -8.493979e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167485 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29367 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32182 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32660 members 
Mstep: Class 16 contains 31992 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149832 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 412Q: 22 clusters Score -8.493974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29368 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32663 members 
Mstep: Class 16 contains 31991 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80711 members 
Mstep: Class 20 contains 149835 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 413Q: 22 clusters Score -8.493974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10852 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29367 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32662 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939720.000000 Penalty: 69427.117188
Iteration 414Q: 22 clusters Score -8.493972e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29366 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21228 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32663 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149835 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 415Q: 22 clusters Score -8.493978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29368 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21227 members 
Mstep: Class 10 contains 32179 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32664 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 80715 members 
Mstep: Class 20 contains 149831 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 416Q: 22 clusters Score -8.493976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167473 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29367 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21229 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149830 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 417Q: 22 clusters Score -8.493978e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167475 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29365 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32667 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149832 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939800.000000 Penalty: 69427.117188
Iteration 418Q: 22 clusters Score -8.49398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32668 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80715 members 
Mstep: Class 20 contains 149829 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939752.000000 Penalty: 69427.117188
Iteration 419Q: 22 clusters Score -8.493975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32667 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80715 members 
Mstep: Class 20 contains 149830 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 420F: 22 clusters Score -8.493976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149831 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 421Q: 22 clusters Score -8.493976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21226 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32667 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149834 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939768.000000 Penalty: 69427.117188
Iteration 422Q: 22 clusters Score -8.493977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167476 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21225 members 
Mstep: Class 10 contains 32178 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149836 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 423Q: 22 clusters Score -8.493978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23810 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29364 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32177 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939792.000000 Penalty: 69427.117188
Iteration 424Q: 22 clusters Score -8.493979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29363 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32176 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149840 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 425Q: 22 clusters Score -8.493976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29363 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32175 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149842 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 426Q: 22 clusters Score -8.493978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167478 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29363 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21222 members 
Mstep: Class 10 contains 32174 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149844 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939776.000000 Penalty: 69427.117188
Iteration 427Q: 22 clusters Score -8.493978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29363 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21222 members 
Mstep: Class 10 contains 32172 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149843 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939720.000000 Penalty: 69427.117188
Iteration 428Q: 22 clusters Score -8.493972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29363 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31987 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149848 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 429Q: 22 clusters Score -8.493974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167482 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149847 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939808.000000 Penalty: 69427.117188
Iteration 430Q: 22 clusters Score -8.493981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29361 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149848 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 431Q: 22 clusters Score -8.493978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29361 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32168 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32667 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149849 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 432Q: 22 clusters Score -8.493978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167477 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32667 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149851 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939728.000000 Penalty: 69427.117188
Iteration 433Q: 22 clusters Score -8.493973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32668 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149848 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 434Q: 22 clusters Score -8.493974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167479 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80715 members 
Mstep: Class 20 contains 149845 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939768.000000 Penalty: 69427.117188
Iteration 435Q: 22 clusters Score -8.493977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167481 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23807 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80714 members 
Mstep: Class 20 contains 149845 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939768.000000 Penalty: 69427.117188
Iteration 436Q: 22 clusters Score -8.493977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167486 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23806 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21223 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31988 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149843 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939816.000000 Penalty: 69427.117188
Iteration 437Q: 22 clusters Score -8.493982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149841 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 438Q: 22 clusters Score -8.493974e+07 nChanged 2
Entering ConstructFrom: 
Score: -84939744.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167491 members 
Entering Unmasked Estep 
Score: -23353356.000000 Penalty: 2983.113770
	Iteration 0F: 2 clusters Score -2.335336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83695 members 
Mstep: Class 2 contains 83796 members 
Entering Unmasked Estep 
Score: -23244774.000000 Penalty: 5966.227539
	Iteration 0F: 3 clusters Score -2.324477e+07 nChanged 80096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 84636 members 
Entering Unmasked Estep 
Score: -23291368.000000 Penalty: 5966.227539
	Iteration 1F: 3 clusters Score -2.329137e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 84966 members 
Entering Unmasked Estep 
Score: -23292262.000000 Penalty: 5966.227539
	Iteration 2Q: 3 clusters Score -2.329226e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81842 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -23293630.000000 Penalty: 5966.227539
	Iteration 3Q: 3 clusters Score -2.329363e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -23295808.000000 Penalty: 5966.227539
	Iteration 4Q: 3 clusters Score -2.329581e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 88709 members 
Entering Unmasked Estep 
Score: -23299168.000000 Penalty: 5966.227539
	Iteration 5Q: 3 clusters Score -2.329917e+07 nChanged 9125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -23304640.000000 Penalty: 5966.227539
	Iteration 6F: 3 clusters Score -2.330464e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71394 members 
Mstep: Class 2 contains 96097 members 
Entering Unmasked Estep 
Score: -23313678.000000 Penalty: 5966.227539
	Iteration 7F: 3 clusters Score -2.331368e+07 nChanged 12594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -23324522.000000 Penalty: 5966.227539
	Iteration 8F: 3 clusters Score -2.332452e+07 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 105379 members 
Entering Unmasked Estep 
Score: -23332586.000000 Penalty: 5966.227539
	Iteration 9F: 3 clusters Score -2.333259e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 108522 members 
Entering Unmasked Estep 
Score: -23336252.000000 Penalty: 5966.227539
	Iteration 10Q: 3 clusters Score -2.333625e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 111300 members 
Entering Unmasked Estep 
Score: -23337880.000000 Penalty: 5966.227539
	Iteration 11Q: 3 clusters Score -2.333788e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53588 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -23339240.000000 Penalty: 5966.227539
	Iteration 12Q: 3 clusters Score -2.333924e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 116452 members 
Entering Unmasked Estep 
Score: -23340522.000000 Penalty: 5966.227539
	Iteration 13Q: 3 clusters Score -2.334052e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48615 members 
Mstep: Class 2 contains 118876 members 
Entering Unmasked Estep 
Score: -23341712.000000 Penalty: 5966.227539
	Iteration 14Q: 3 clusters Score -2.334171e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -23342668.000000 Penalty: 5966.227539
	Iteration 15Q: 3 clusters Score -2.334267e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 123417 members 
Entering Unmasked Estep 
Score: -23343584.000000 Penalty: 5966.227539
	Iteration 16Q: 3 clusters Score -2.334358e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -23344188.000000 Penalty: 5966.227539
	Iteration 17Q: 3 clusters Score -2.334419e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -23344746.000000 Penalty: 5966.227539
	Iteration 18Q: 3 clusters Score -2.334475e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 129305 members 
Entering Unmasked Estep 
Score: -23345312.000000 Penalty: 5966.227539
	Iteration 19Q: 3 clusters Score -2.334531e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -23345876.000000 Penalty: 5966.227539
	Iteration 20F: 3 clusters Score -2.334588e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 132929 members 
Entering Unmasked Estep 
Score: -23346212.000000 Penalty: 5966.227539
	Iteration 21Q: 3 clusters Score -2.334621e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 134601 members 
Entering Unmasked Estep 
Score: -23346616.000000 Penalty: 5966.227539
	Iteration 22Q: 3 clusters Score -2.334662e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -23347034.000000 Penalty: 5966.227539
	Iteration 23Q: 3 clusters Score -2.334703e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 137831 members 
Entering Unmasked Estep 
Score: -23347486.000000 Penalty: 5966.227539
	Iteration 24Q: 3 clusters Score -2.334749e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 139449 members 
Entering Unmasked Estep 
Score: -23347792.000000 Penalty: 5966.227539
	Iteration 25Q: 3 clusters Score -2.334779e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 141057 members 
Entering Unmasked Estep 
Score: -23348230.000000 Penalty: 5966.227539
	Iteration 26Q: 3 clusters Score -2.334823e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 142604 members 
Entering Unmasked Estep 
Score: -23348730.000000 Penalty: 5966.227539
	Iteration 27Q: 3 clusters Score -2.334873e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 144112 members 
Entering Unmasked Estep 
Score: -23349304.000000 Penalty: 5966.227539
	Iteration 28Q: 3 clusters Score -2.33493e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 145524 members 
Entering Unmasked Estep 
Score: -23349666.000000 Penalty: 5966.227539
	Iteration 29Q: 3 clusters Score -2.334967e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 146873 members 
Entering Unmasked Estep 
Score: -23350316.000000 Penalty: 5966.227539
	Iteration 30Q: 3 clusters Score -2.335032e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -23350818.000000 Penalty: 5966.227539
	Iteration 31Q: 3 clusters Score -2.335082e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -23351280.000000 Penalty: 5966.227539
	Iteration 32Q: 3 clusters Score -2.335128e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 150768 members 
Entering Unmasked Estep 
Score: -23351560.000000 Penalty: 5966.227539
	Iteration 33Q: 3 clusters Score -2.335156e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -23351970.000000 Penalty: 5966.227539
	Iteration 34Q: 3 clusters Score -2.335197e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 153199 members 
Entering Unmasked Estep 
Score: -23352296.000000 Penalty: 5966.227539
	Iteration 35Q: 3 clusters Score -2.33523e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 154326 members 
Entering Unmasked Estep 
Score: -23352500.000000 Penalty: 5966.227539
	Iteration 36Q: 3 clusters Score -2.33525e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 155397 members 
Entering Unmasked Estep 
Score: -23352726.000000 Penalty: 5966.227539
	Iteration 37Q: 3 clusters Score -2.335273e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 156409 members 
Entering Unmasked Estep 
Score: -23352806.000000 Penalty: 5966.227539
	Iteration 38Q: 3 clusters Score -2.335281e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 157264 members 
Entering Unmasked Estep 
Score: -23352874.000000 Penalty: 5966.227539
	Iteration 39Q: 3 clusters Score -2.335287e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -23352832.000000 Penalty: 5966.227539
	Iteration 40F: 3 clusters Score -2.335283e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -23352884.000000 Penalty: 5966.227539
	Iteration 41Q: 3 clusters Score -2.335288e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 159342 members 
Entering Unmasked Estep 
Score: -23352848.000000 Penalty: 5966.227539
	Iteration 42Q: 3 clusters Score -2.335285e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 159930 members 
Entering Unmasked Estep 
Score: -23352834.000000 Penalty: 5966.227539
	Iteration 43Q: 3 clusters Score -2.335283e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -23352836.000000 Penalty: 5966.227539
	Iteration 44Q: 3 clusters Score -2.335284e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 161007 members 
Entering Unmasked Estep 
Score: -23352726.000000 Penalty: 5966.227539
	Iteration 45Q: 3 clusters Score -2.335273e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 161472 members 
Entering Unmasked Estep 
Score: -23352674.000000 Penalty: 5966.227539
	Iteration 46Q: 3 clusters Score -2.335267e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 161894 members 
Entering Unmasked Estep 
Score: -23352590.000000 Penalty: 5966.227539
	Iteration 47Q: 3 clusters Score -2.335259e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 162297 members 
Entering Unmasked Estep 
Score: -23352512.000000 Penalty: 5966.227539
	Iteration 48Q: 3 clusters Score -2.335251e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 162635 members 
Entering Unmasked Estep 
Score: -23352520.000000 Penalty: 5966.227539
	Iteration 49Q: 3 clusters Score -2.335252e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -23352532.000000 Penalty: 5966.227539
	Iteration 50Q: 3 clusters Score -2.335253e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -23352568.000000 Penalty: 5966.227539
	Iteration 51Q: 3 clusters Score -2.335257e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -23352508.000000 Penalty: 5966.227539
	Iteration 52Q: 3 clusters Score -2.335251e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 163599 members 
Entering Unmasked Estep 
Score: -23352516.000000 Penalty: 5966.227539
	Iteration 53Q: 3 clusters Score -2.335252e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -23352450.000000 Penalty: 5966.227539
	Iteration 54Q: 3 clusters Score -2.335245e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -23352442.000000 Penalty: 5966.227539
	Iteration 55Q: 3 clusters Score -2.335244e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -23352424.000000 Penalty: 5966.227539
	Iteration 56Q: 3 clusters Score -2.335242e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 164147 members 
Entering Unmasked Estep 
Score: -23352392.000000 Penalty: 5966.227539
	Iteration 57Q: 3 clusters Score -2.335239e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -23352402.000000 Penalty: 5966.227539
	Iteration 58Q: 3 clusters Score -2.33524e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -23352360.000000 Penalty: 5966.227539
	Iteration 59Q: 3 clusters Score -2.335236e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -23352354.000000 Penalty: 5966.227539
	Iteration 60F: 3 clusters Score -2.335235e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -23352330.000000 Penalty: 5966.227539
	Iteration 61Q: 3 clusters Score -2.335233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -23352306.000000 Penalty: 5966.227539
	Iteration 62Q: 3 clusters Score -2.335231e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 164649 members 
Entering Unmasked Estep 
Score: -23352284.000000 Penalty: 5966.227539
	Iteration 63Q: 3 clusters Score -2.335228e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 164711 members 
Entering Unmasked Estep 
Score: -23352270.000000 Penalty: 5966.227539
	Iteration 64Q: 3 clusters Score -2.335227e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 164768 members 
Entering Unmasked Estep 
Score: -23352232.000000 Penalty: 5966.227539
	Iteration 65Q: 3 clusters Score -2.335223e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 164814 members 
Entering Unmasked Estep 
Score: -23352218.000000 Penalty: 5966.227539
	Iteration 66Q: 3 clusters Score -2.335222e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 164860 members 
Entering Unmasked Estep 
Score: -23352192.000000 Penalty: 5966.227539
	Iteration 67Q: 3 clusters Score -2.335219e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 164901 members 
Entering Unmasked Estep 
Score: -23352174.000000 Penalty: 5966.227539
	Iteration 68Q: 3 clusters Score -2.335217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 164940 members 
Entering Unmasked Estep 
Score: -23352132.000000 Penalty: 5966.227539
	Iteration 69Q: 3 clusters Score -2.335213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 164984 members 
Entering Unmasked Estep 
Score: -23352122.000000 Penalty: 5966.227539
	Iteration 70Q: 3 clusters Score -2.335212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 165026 members 
Entering Unmasked Estep 
Score: -23352090.000000 Penalty: 5966.227539
	Iteration 71Q: 3 clusters Score -2.335209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 165066 members 
Entering Unmasked Estep 
Score: -23352066.000000 Penalty: 5966.227539
	Iteration 72Q: 3 clusters Score -2.335207e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 165096 members 
Entering Unmasked Estep 
Score: -23352078.000000 Penalty: 5966.227539
	Iteration 73Q: 3 clusters Score -2.335208e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -23352078.000000 Penalty: 5966.227539
	Iteration 74Q: 3 clusters Score -2.335208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 165159 members 
Entering Unmasked Estep 
Score: -23352044.000000 Penalty: 5966.227539
	Iteration 75Q: 3 clusters Score -2.335204e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -23352048.000000 Penalty: 5966.227539
	Iteration 76Q: 3 clusters Score -2.335205e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -23352048.000000 Penalty: 5966.227539
	Iteration 77Q: 3 clusters Score -2.335205e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 165228 members 
Entering Unmasked Estep 
Score: -23352032.000000 Penalty: 5966.227539
	Iteration 78Q: 3 clusters Score -2.335203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 165249 members 
Entering Unmasked Estep 
Score: -23352040.000000 Penalty: 5966.227539
	Iteration 79Q: 3 clusters Score -2.335204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 165267 members 
Entering Unmasked Estep 
Score: -23352024.000000 Penalty: 5966.227539
	Iteration 80F: 3 clusters Score -2.335202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 165278 members 
Entering Unmasked Estep 
Score: -23352004.000000 Penalty: 5966.227539
	Iteration 81Q: 3 clusters Score -2.3352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -23351988.000000 Penalty: 5966.227539
	Iteration 82Q: 3 clusters Score -2.335199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 165299 members 
Entering Unmasked Estep 
Score: -23351992.000000 Penalty: 5966.227539
	Iteration 83Q: 3 clusters Score -2.335199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 165310 members 
Entering Unmasked Estep 
Score: -23352006.000000 Penalty: 5966.227539
	Iteration 84Q: 3 clusters Score -2.335201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 165320 members 
Entering Unmasked Estep 
Score: -23352006.000000 Penalty: 5966.227539
	Iteration 85Q: 3 clusters Score -2.335201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 165328 members 
Entering Unmasked Estep 
Score: -23352004.000000 Penalty: 5966.227539
	Iteration 86Q: 3 clusters Score -2.3352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 165336 members 
Entering Unmasked Estep 
Score: -23351998.000000 Penalty: 5966.227539
	Iteration 87Q: 3 clusters Score -2.3352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -23351968.000000 Penalty: 5966.227539
	Iteration 88Q: 3 clusters Score -2.335197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -23351956.000000 Penalty: 5966.227539
	Iteration 89Q: 3 clusters Score -2.335196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 165354 members 
Entering Unmasked Estep 
Score: -23351946.000000 Penalty: 5966.227539
	Iteration 90Q: 3 clusters Score -2.335195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -23351958.000000 Penalty: 5966.227539
	Iteration 91Q: 3 clusters Score -2.335196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -23351958.000000 Penalty: 5966.227539
	Iteration 92F: 3 clusters Score -2.335196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95070.414062 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95070.41 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -95351.539062 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95351.54 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95516.843750 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -95516.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -95622.882812 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -95622.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95770.156250 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -95770.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95862.000000 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -95862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -95935.375000 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -95935.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -95999.046875 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -95999.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96053.593750 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -96053.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96100.093750 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -96100.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96153.765625 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -96153.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96199.109375 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -96199.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -96273.656250 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -96273.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -96325.929688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -96325.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -96413.531250 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -96413.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -96521.921875 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -96521.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96640.250000 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -96640.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96890.375000 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -96890.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -97221.031250 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -97221.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97258.234375 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -97258.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97278.257812 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -97278.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97283.320312 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -97283.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97284.085938 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -97284.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -97284.085938 Penalty: 3306.179199
	Iteration 23F: 3 clusters Score -97284.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 407 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938544.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939744.000000 to -84938544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.265625 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -243736.984375 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243737 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -244116.671875 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244116.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -244204.406250 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244204.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -244249.140625 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244249.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -244276.093750 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244276.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -244294.015625 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -244309.125000 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244323.734375 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244323.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244332.531250 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244340.078125 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244350.937500 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -244358.656250 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244358.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -244366.187500 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244366.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244371.250000 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244372.453125 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244372.453125 Penalty: 3711.131104
	Iteration 15F: 3 clusters Score -244372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1543973.125000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1543973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1535761.125000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1535761 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1538204.500000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1538204 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1538528.125000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1538528 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1538776.125000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1538776 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1538990.000000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1538990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1539193.250000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1539193 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1539388.750000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1539389 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1539591.250000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1539591 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1539846.000000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1539846 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1540215.000000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1540215 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1540597.000000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1540597 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1540996.375000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1540996 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1541312.750000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1541313 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1541521.750000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1541522 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1541648.875000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1541649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1541735.625000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1541736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1541808.625000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1541809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1541851.375000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1541851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1541887.250000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1541887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1541912.875000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1541913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1541925.875000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1541926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1541936.500000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1541936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1541943.125000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1541943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1541955.250000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1541955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1541966.250000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1541966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1541974.250000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1541974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1541982.250000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1541982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1541984.750000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1541985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1541986.000000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1541986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1541988.875000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1541989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1541990.375000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1541990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1541991.000000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1541991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1541992.125000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1541992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1541992.125000 Penalty: 4608.929688
	Iteration 33F: 3 clusters Score -1541992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Entering Unmasked Estep 
Score: -3379558.500000 Penalty: 2499.247070
	Iteration 0F: 2 clusters Score -3379558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -3363050.000000 Penalty: 4998.494141
	Iteration 0F: 3 clusters Score -3363050 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -3368704.250000 Penalty: 4998.494141
	Iteration 1F: 3 clusters Score -3368704 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3369054.500000 Penalty: 4998.494141
	Iteration 2Q: 3 clusters Score -3369054 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3369340.000000 Penalty: 4998.494141
	Iteration 3Q: 3 clusters Score -3369340 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3369540.250000 Penalty: 4998.494141
	Iteration 4Q: 3 clusters Score -3369540 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3369726.000000 Penalty: 4998.494141
	Iteration 5Q: 3 clusters Score -3369726 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3369862.500000 Penalty: 4998.494141
	Iteration 6Q: 3 clusters Score -3369862 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3369990.750000 Penalty: 4998.494141
	Iteration 7Q: 3 clusters Score -3369991 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3370154.750000 Penalty: 4998.494141
	Iteration 8Q: 3 clusters Score -3370155 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3370341.500000 Penalty: 4998.494141
	Iteration 9Q: 3 clusters Score -3370342 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3370560.250000 Penalty: 4998.494141
	Iteration 10Q: 3 clusters Score -3370560 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3370859.000000 Penalty: 4998.494141
	Iteration 11Q: 3 clusters Score -3370859 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -3371311.250000 Penalty: 4998.494141
	Iteration 12Q: 3 clusters Score -3371311 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -3371967.000000 Penalty: 4998.494141
	Iteration 13Q: 3 clusters Score -3371967 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3372953.750000 Penalty: 4998.494141
	Iteration 14F: 3 clusters Score -3372954 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3374172.500000 Penalty: 4998.494141
	Iteration 15F: 3 clusters Score -3374172 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3375304.500000 Penalty: 4998.494141
	Iteration 16F: 3 clusters Score -3375304 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3376149.000000 Penalty: 4998.494141
	Iteration 17Q: 3 clusters Score -3376149 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3376659.500000 Penalty: 4998.494141
	Iteration 18Q: 3 clusters Score -3376660 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3376938.500000 Penalty: 4998.494141
	Iteration 19Q: 3 clusters Score -3376938 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3377111.000000 Penalty: 4998.494141
	Iteration 20F: 3 clusters Score -3377111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3377184.500000 Penalty: 4998.494141
	Iteration 21Q: 3 clusters Score -3377184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3377231.500000 Penalty: 4998.494141
	Iteration 22Q: 3 clusters Score -3377232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3377265.750000 Penalty: 4998.494141
	Iteration 23Q: 3 clusters Score -3377266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3377284.500000 Penalty: 4998.494141
	Iteration 24Q: 3 clusters Score -3377284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3377310.250000 Penalty: 4998.494141
	Iteration 25Q: 3 clusters Score -3377310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3377316.750000 Penalty: 4998.494141
	Iteration 26Q: 3 clusters Score -3377317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3377324.250000 Penalty: 4998.494141
	Iteration 27Q: 3 clusters Score -3377324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3377326.500000 Penalty: 4998.494141
	Iteration 28Q: 3 clusters Score -3377326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3377327.250000 Penalty: 4998.494141
	Iteration 29Q: 3 clusters Score -3377327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3377329.500000 Penalty: 4998.494141
	Iteration 30Q: 3 clusters Score -3377330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3377329.250000 Penalty: 4998.494141
	Iteration 31Q: 3 clusters Score -3377329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3377333.750000 Penalty: 4998.494141
	Iteration 32Q: 3 clusters Score -3377334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3377331.750000 Penalty: 4998.494141
	Iteration 33Q: 3 clusters Score -3377332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3377333.750000 Penalty: 4998.494141
	Iteration 34Q: 3 clusters Score -3377334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3377332.000000 Penalty: 4998.494141
	Iteration 35Q: 3 clusters Score -3377332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3377331.500000 Penalty: 4998.494141
	Iteration 36Q: 3 clusters Score -3377332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3377334.750000 Penalty: 4998.494141
	Iteration 37Q: 3 clusters Score -3377335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3377334.750000 Penalty: 4998.494141
	Iteration 38F: 3 clusters Score -3377335 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 270 members 
Entering Unmasked Estep 
Score: -61765.585938 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61765.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62013.054688 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62013.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62163.730469 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62163.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62312.187500 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62312.19 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62540.152344 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62540.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62753.160156 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62753.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62886.929688 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62886.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62947.675781 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62947.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62997.156250 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62997.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63099.261719 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63099.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63143.703125 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63237.890625 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63237.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63255.058594 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63255.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63287.367188 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63287.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63296.218750 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63296.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63300.578125 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63300.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63305.488281 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -63305.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63308.746094 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63308.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63312.960938 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -63312.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63319.863281 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63319.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -63338.507812 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63338.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63379.894531 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -63379.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63490.925781 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -63490.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63539.312500 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -63539.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63541.593750 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -63541.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63541.593750 Penalty: 3116.930664
	Iteration 25F: 3 clusters Score -63541.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 301 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938296.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939744.000000 to -84938296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Entering Unmasked Estep 
Score: -4164562.500000 Penalty: 2551.289307
	Iteration 0F: 2 clusters Score -4164562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -4144552.000000 Penalty: 5102.578613
	Iteration 0F: 3 clusters Score -4144552 nChanged 13132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4151483.750000 Penalty: 5102.578613
	Iteration 1F: 3 clusters Score -4151484 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -4151877.500000 Penalty: 5102.578613
	Iteration 2Q: 3 clusters Score -4151878 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -4152218.500000 Penalty: 5102.578613
	Iteration 3Q: 3 clusters Score -4152218 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -4152500.750000 Penalty: 5102.578613
	Iteration 4Q: 3 clusters Score -4152501 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -4152818.000000 Penalty: 5102.578613
	Iteration 5Q: 3 clusters Score -4152818 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4153227.000000 Penalty: 5102.578613
	Iteration 6Q: 3 clusters Score -4153227 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4153785.500000 Penalty: 5102.578613
	Iteration 7Q: 3 clusters Score -4153786 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4154625.750000 Penalty: 5102.578613
	Iteration 8F: 3 clusters Score -4154626 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4155799.250000 Penalty: 5102.578613
	Iteration 9F: 3 clusters Score -4155799 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -4157233.750000 Penalty: 5102.578613
	Iteration 10F: 3 clusters Score -4157234 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -4158826.750000 Penalty: 5102.578613
	Iteration 11F: 3 clusters Score -4158827 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4160200.000000 Penalty: 5102.578613
	Iteration 12Q: 3 clusters Score -4160200 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4161218.250000 Penalty: 5102.578613
	Iteration 13Q: 3 clusters Score -4161218 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4161716.500000 Penalty: 5102.578613
	Iteration 14Q: 3 clusters Score -4161716 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4161919.250000 Penalty: 5102.578613
	Iteration 15Q: 3 clusters Score -4161919 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4162031.250000 Penalty: 5102.578613
	Iteration 16Q: 3 clusters Score -4162031 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4162102.500000 Penalty: 5102.578613
	Iteration 17Q: 3 clusters Score -4162102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4162151.500000 Penalty: 5102.578613
	Iteration 18Q: 3 clusters Score -4162152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4162197.750000 Penalty: 5102.578613
	Iteration 19Q: 3 clusters Score -4162198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4162242.000000 Penalty: 5102.578613
	Iteration 20F: 3 clusters Score -4162242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4162274.500000 Penalty: 5102.578613
	Iteration 21Q: 3 clusters Score -4162274 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4162297.000000 Penalty: 5102.578613
	Iteration 22Q: 3 clusters Score -4162297 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4162326.000000 Penalty: 5102.578613
	Iteration 23Q: 3 clusters Score -4162326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4162340.500000 Penalty: 5102.578613
	Iteration 24Q: 3 clusters Score -4162340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4162339.000000 Penalty: 5102.578613
	Iteration 25Q: 3 clusters Score -4162339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4162344.250000 Penalty: 5102.578613
	Iteration 26Q: 3 clusters Score -4162344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4162358.250000 Penalty: 5102.578613
	Iteration 27Q: 3 clusters Score -4162358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4162364.750000 Penalty: 5102.578613
	Iteration 28Q: 3 clusters Score -4162365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4162369.000000 Penalty: 5102.578613
	Iteration 29Q: 3 clusters Score -4162369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4162381.750000 Penalty: 5102.578613
	Iteration 30Q: 3 clusters Score -4162382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4162382.000000 Penalty: 5102.578613
	Iteration 31Q: 3 clusters Score -4162382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4162396.250000 Penalty: 5102.578613
	Iteration 32Q: 3 clusters Score -4162396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4162401.750000 Penalty: 5102.578613
	Iteration 33Q: 3 clusters Score -4162402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4162397.500000 Penalty: 5102.578613
	Iteration 34Q: 3 clusters Score -4162398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4162405.250000 Penalty: 5102.578613
	Iteration 35Q: 3 clusters Score -4162405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4162406.250000 Penalty: 5102.578613
	Iteration 36Q: 3 clusters Score -4162406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4162412.250000 Penalty: 5102.578613
	Iteration 37Q: 3 clusters Score -4162412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4162413.000000 Penalty: 5102.578613
	Iteration 38Q: 3 clusters Score -4162413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4162416.750000 Penalty: 5102.578613
	Iteration 39Q: 3 clusters Score -4162417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4162414.250000 Penalty: 5102.578613
	Iteration 40F: 3 clusters Score -4162414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4162423.250000 Penalty: 5102.578613
	Iteration 41Q: 3 clusters Score -4162423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4162425.750000 Penalty: 5102.578613
	Iteration 42Q: 3 clusters Score -4162426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4162434.250000 Penalty: 5102.578613
	Iteration 43Q: 3 clusters Score -4162434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4162433.750000 Penalty: 5102.578613
	Iteration 44Q: 3 clusters Score -4162434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4162442.750000 Penalty: 5102.578613
	Iteration 45Q: 3 clusters Score -4162443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4162446.750000 Penalty: 5102.578613
	Iteration 46Q: 3 clusters Score -4162447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4162445.250000 Penalty: 5102.578613
	Iteration 47Q: 3 clusters Score -4162445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4162446.500000 Penalty: 5102.578613
	Iteration 48Q: 3 clusters Score -4162446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4162449.250000 Penalty: 5102.578613
	Iteration 49Q: 3 clusters Score -4162449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4162444.750000 Penalty: 5102.578613
	Iteration 50Q: 3 clusters Score -4162445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4162444.500000 Penalty: 5102.578613
	Iteration 51Q: 3 clusters Score -4162444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4162447.750000 Penalty: 5102.578613
	Iteration 52Q: 3 clusters Score -4162448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4162447.000000 Penalty: 5102.578613
	Iteration 53Q: 3 clusters Score -4162447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4162448.250000 Penalty: 5102.578613
	Iteration 54Q: 3 clusters Score -4162448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4162448.250000 Penalty: 5102.578613
	Iteration 55F: 3 clusters Score -4162448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 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 315 members 
Entering Unmasked Estep 
Score: -84867.343750 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84867.34 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85219.703125 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85219.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85407.835938 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85407.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85486.109375 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85486.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85525.039062 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85525.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85551.437500 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85551.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85569.273438 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85569.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85586.812500 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85586.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -85594.492188 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85594.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85603.250000 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85603.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85605.750000 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85605.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85605.750000 Penalty: 3242.917236
	Iteration 11F: 3 clusters Score -85605.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -3007898.750000 Penalty: 2470.796143
	Iteration 0F: 2 clusters Score -3007899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2993027.500000 Penalty: 4941.592285
	Iteration 0F: 3 clusters Score -2993028 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2998090.750000 Penalty: 4941.592285
	Iteration 1F: 3 clusters Score -2998091 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2998547.000000 Penalty: 4941.592285
	Iteration 2F: 3 clusters Score -2998547 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2998918.250000 Penalty: 4941.592285
	Iteration 3Q: 3 clusters Score -2998918 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2999320.500000 Penalty: 4941.592285
	Iteration 4Q: 3 clusters Score -2999320 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2999795.250000 Penalty: 4941.592285
	Iteration 5Q: 3 clusters Score -2999795 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3000414.250000 Penalty: 4941.592285
	Iteration 6F: 3 clusters Score -3000414 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3001132.750000 Penalty: 4941.592285
	Iteration 7F: 3 clusters Score -3001133 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3002023.000000 Penalty: 4941.592285
	Iteration 8F: 3 clusters Score -3002023 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3002959.500000 Penalty: 4941.592285
	Iteration 9F: 3 clusters Score -3002960 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3003743.250000 Penalty: 4941.592285
	Iteration 10Q: 3 clusters Score -3003743 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3004360.750000 Penalty: 4941.592285
	Iteration 11Q: 3 clusters Score -3004361 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3004767.000000 Penalty: 4941.592285
	Iteration 12Q: 3 clusters Score -3004767 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3005005.750000 Penalty: 4941.592285
	Iteration 13Q: 3 clusters Score -3005006 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3005201.750000 Penalty: 4941.592285
	Iteration 14Q: 3 clusters Score -3005202 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3005340.750000 Penalty: 4941.592285
	Iteration 15Q: 3 clusters Score -3005341 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3005436.250000 Penalty: 4941.592285
	Iteration 16Q: 3 clusters Score -3005436 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3005509.250000 Penalty: 4941.592285
	Iteration 17Q: 3 clusters Score -3005509 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3005587.750000 Penalty: 4941.592285
	Iteration 18Q: 3 clusters Score -3005588 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3005654.500000 Penalty: 4941.592285
	Iteration 19Q: 3 clusters Score -3005654 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3005725.250000 Penalty: 4941.592285
	Iteration 20F: 3 clusters Score -3005725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3005784.250000 Penalty: 4941.592285
	Iteration 21Q: 3 clusters Score -3005784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3005822.750000 Penalty: 4941.592285
	Iteration 22Q: 3 clusters Score -3005823 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3005853.000000 Penalty: 4941.592285
	Iteration 23Q: 3 clusters Score -3005853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3005878.250000 Penalty: 4941.592285
	Iteration 24Q: 3 clusters Score -3005878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3005888.750000 Penalty: 4941.592285
	Iteration 25Q: 3 clusters Score -3005889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3005899.500000 Penalty: 4941.592285
	Iteration 26Q: 3 clusters Score -3005900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3005910.750000 Penalty: 4941.592285
	Iteration 27Q: 3 clusters Score -3005911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3005919.250000 Penalty: 4941.592285
	Iteration 28Q: 3 clusters Score -3005919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3005931.000000 Penalty: 4941.592285
	Iteration 29Q: 3 clusters Score -3005931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3005943.250000 Penalty: 4941.592285
	Iteration 30Q: 3 clusters Score -3005943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3005949.250000 Penalty: 4941.592285
	Iteration 31Q: 3 clusters Score -3005949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3005950.000000 Penalty: 4941.592285
	Iteration 32Q: 3 clusters Score -3005950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3005959.750000 Penalty: 4941.592285
	Iteration 33Q: 3 clusters Score -3005960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3005955.750000 Penalty: 4941.592285
	Iteration 34Q: 3 clusters Score -3005956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3005963.250000 Penalty: 4941.592285
	Iteration 35Q: 3 clusters Score -3005963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3005972.500000 Penalty: 4941.592285
	Iteration 36Q: 3 clusters Score -3005972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3005978.000000 Penalty: 4941.592285
	Iteration 37Q: 3 clusters Score -3005978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3005978.000000 Penalty: 4941.592285
	Iteration 38Q: 3 clusters Score -3005978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3005979.750000 Penalty: 4941.592285
	Iteration 39Q: 3 clusters Score -3005980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3005982.750000 Penalty: 4941.592285
	Iteration 40F: 3 clusters Score -3005983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3005990.750000 Penalty: 4941.592285
	Iteration 41Q: 3 clusters Score -3005991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3005990.500000 Penalty: 4941.592285
	Iteration 42Q: 3 clusters Score -3005990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3006003.000000 Penalty: 4941.592285
	Iteration 43Q: 3 clusters Score -3006003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3006011.250000 Penalty: 4941.592285
	Iteration 44Q: 3 clusters Score -3006011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3006013.000000 Penalty: 4941.592285
	Iteration 45Q: 3 clusters Score -3006013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3006012.750000 Penalty: 4941.592285
	Iteration 46Q: 3 clusters Score -3006013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3006020.000000 Penalty: 4941.592285
	Iteration 47Q: 3 clusters Score -3006020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3006021.750000 Penalty: 4941.592285
	Iteration 48Q: 3 clusters Score -3006022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3006020.750000 Penalty: 4941.592285
	Iteration 49Q: 3 clusters Score -3006021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3006022.750000 Penalty: 4941.592285
	Iteration 50Q: 3 clusters Score -3006023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3006023.250000 Penalty: 4941.592285
	Iteration 51Q: 3 clusters Score -3006023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3006021.250000 Penalty: 4941.592285
	Iteration 52Q: 3 clusters Score -3006021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3006021.250000 Penalty: 4941.592285
	Iteration 53F: 3 clusters Score -3006021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Entering Unmasked Estep 
Score: -4558455.000000 Penalty: 2573.908936
	Iteration 0F: 2 clusters Score -4558455 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 16051 members 
Entering Unmasked Estep 
Score: -4536658.000000 Penalty: 5147.817871
	Iteration 0F: 3 clusters Score -4536658 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4544279.500000 Penalty: 5147.817871
	Iteration 1F: 3 clusters Score -4544280 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4544632.000000 Penalty: 5147.817871
	Iteration 2Q: 3 clusters Score -4544632 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -4544924.500000 Penalty: 5147.817871
	Iteration 3Q: 3 clusters Score -4544924 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -4545152.500000 Penalty: 5147.817871
	Iteration 4Q: 3 clusters Score -4545152 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4545419.500000 Penalty: 5147.817871
	Iteration 5Q: 3 clusters Score -4545420 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -4545660.500000 Penalty: 5147.817871
	Iteration 6Q: 3 clusters Score -4545660 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4546000.500000 Penalty: 5147.817871
	Iteration 7Q: 3 clusters Score -4546000 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -4546499.500000 Penalty: 5147.817871
	Iteration 8Q: 3 clusters Score -4546500 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4547230.500000 Penalty: 5147.817871
	Iteration 9Q: 3 clusters Score -4547230 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4548352.000000 Penalty: 5147.817871
	Iteration 10F: 3 clusters Score -4548352 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -4549893.500000 Penalty: 5147.817871
	Iteration 11F: 3 clusters Score -4549894 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -4551706.500000 Penalty: 5147.817871
	Iteration 12F: 3 clusters Score -4551706 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -4553456.000000 Penalty: 5147.817871
	Iteration 13F: 3 clusters Score -4553456 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -4554744.000000 Penalty: 5147.817871
	Iteration 14Q: 3 clusters Score -4554744 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4555540.500000 Penalty: 5147.817871
	Iteration 15Q: 3 clusters Score -4555540 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4555958.000000 Penalty: 5147.817871
	Iteration 16Q: 3 clusters Score -4555958 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4556128.000000 Penalty: 5147.817871
	Iteration 17Q: 3 clusters Score -4556128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4556231.500000 Penalty: 5147.817871
	Iteration 18Q: 3 clusters Score -4556232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4556284.500000 Penalty: 5147.817871
	Iteration 19Q: 3 clusters Score -4556284 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4556337.500000 Penalty: 5147.817871
	Iteration 20F: 3 clusters Score -4556338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4556363.000000 Penalty: 5147.817871
	Iteration 21Q: 3 clusters Score -4556363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4556390.000000 Penalty: 5147.817871
	Iteration 22Q: 3 clusters Score -4556390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4556404.500000 Penalty: 5147.817871
	Iteration 23Q: 3 clusters Score -4556404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4556415.000000 Penalty: 5147.817871
	Iteration 24Q: 3 clusters Score -4556415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4556422.000000 Penalty: 5147.817871
	Iteration 25Q: 3 clusters Score -4556422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4556430.500000 Penalty: 5147.817871
	Iteration 26Q: 3 clusters Score -4556430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4556433.000000 Penalty: 5147.817871
	Iteration 27Q: 3 clusters Score -4556433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4556442.500000 Penalty: 5147.817871
	Iteration 28Q: 3 clusters Score -4556442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4556453.000000 Penalty: 5147.817871
	Iteration 29Q: 3 clusters Score -4556453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4556453.500000 Penalty: 5147.817871
	Iteration 30Q: 3 clusters Score -4556454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4556460.000000 Penalty: 5147.817871
	Iteration 31Q: 3 clusters Score -4556460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4556457.000000 Penalty: 5147.817871
	Iteration 32Q: 3 clusters Score -4556457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4556466.500000 Penalty: 5147.817871
	Iteration 33Q: 3 clusters Score -4556466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4556466.500000 Penalty: 5147.817871
	Iteration 34F: 3 clusters Score -4556466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -15461.714844 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15461.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15467.236328 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15467.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -15467.236328 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15467.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -273136.812500 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -273136.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -270532.437500 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -270532.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -270992.750000 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -270992.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -271106.718750 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -271106.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -271167.500000 Penalty: 3765.813721
	Iteration 3Q: 3 clusters Score -271167.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -271202.843750 Penalty: 3765.813721
	Iteration 4Q: 3 clusters Score -271202.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -271235.281250 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -271235.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271256.156250 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -271256.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -271270.656250 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -271270.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271281.843750 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -271281.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -271288.875000 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -271288.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -271296.312500 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -271296.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271302.625000 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -271302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271304.500000 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -271304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -271308.281250 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -271308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271313.968750 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -271314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -271318.031250 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -271318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -271321.062500 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -271321.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271326.500000 Penalty: 3765.813721
	Iteration 17Q: 3 clusters Score -271326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271332.531250 Penalty: 3765.813721
	Iteration 18Q: 3 clusters Score -271332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -271335.625000 Penalty: 3765.813721
	Iteration 19Q: 3 clusters Score -271335.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -271340.093750 Penalty: 3765.813721
	Iteration 20F: 3 clusters Score -271340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -271341.531250 Penalty: 3765.813721
	Iteration 21Q: 3 clusters Score -271341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -271342.406250 Penalty: 3765.813721
	Iteration 22Q: 3 clusters Score -271342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -271343.750000 Penalty: 3765.813721
	Iteration 23Q: 3 clusters Score -271343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -271343.937500 Penalty: 3765.813721
	Iteration 24Q: 3 clusters Score -271343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -271344.312500 Penalty: 3765.813721
	Iteration 25Q: 3 clusters Score -271344.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271345.968750 Penalty: 3765.813721
	Iteration 26Q: 3 clusters Score -271346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -271349.562500 Penalty: 3765.813721
	Iteration 27Q: 3 clusters Score -271349.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -271354.593750 Penalty: 3765.813721
	Iteration 28Q: 3 clusters Score -271354.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -271362.156250 Penalty: 3765.813721
	Iteration 29Q: 3 clusters Score -271362.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271367.343750 Penalty: 3765.813721
	Iteration 30Q: 3 clusters Score -271367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271374.562500 Penalty: 3765.813721
	Iteration 31Q: 3 clusters Score -271374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271382.187500 Penalty: 3765.813721
	Iteration 32Q: 3 clusters Score -271382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271386.937500 Penalty: 3765.813721
	Iteration 33Q: 3 clusters Score -271386.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -271392.812500 Penalty: 3765.813721
	Iteration 34Q: 3 clusters Score -271392.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -271397.843750 Penalty: 3765.813721
	Iteration 35Q: 3 clusters Score -271397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271400.437500 Penalty: 3765.813721
	Iteration 36Q: 3 clusters Score -271400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271402.437500 Penalty: 3765.813721
	Iteration 37Q: 3 clusters Score -271402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -271405.906250 Penalty: 3765.813721
	Iteration 38Q: 3 clusters Score -271405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271406.781250 Penalty: 3765.813721
	Iteration 39Q: 3 clusters Score -271406.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271407.781250 Penalty: 3765.813721
	Iteration 40F: 3 clusters Score -271407.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271408.875000 Penalty: 3765.813721
	Iteration 41Q: 3 clusters Score -271408.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -271410.875000 Penalty: 3765.813721
	Iteration 42Q: 3 clusters Score -271410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -271410.875000 Penalty: 3765.813721
	Iteration 43F: 3 clusters Score -271410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78213.648438 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78213.65 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78495.570312 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78495.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -78656.062500 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78656.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -78831.906250 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -78831.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -79027.109375 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -79027.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -79211.734375 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -79211.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79453.851562 Penalty: 3219.398926
	Iteration 6F: 3 clusters Score -79453.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -79632.906250 Penalty: 3219.398926
	Iteration 7F: 3 clusters Score -79632.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79731.976562 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79731.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -79863.054688 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -79863.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -80038.414062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -80038.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -80275.195312 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -80275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -80442.921875 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -80442.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80537.054688 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -80537.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -80537.054688 Penalty: 3219.398926
	Iteration 14F: 3 clusters Score -80537.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 15 contains 136 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938688.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939744.000000 to -84938688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Entering Unmasked Estep 
Score: -4471731.500000 Penalty: 2577.757080
	Iteration 0F: 2 clusters Score -4471732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4449389.000000 Penalty: 5155.514160
	Iteration 0F: 3 clusters Score -4449389 nChanged 14741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -4457470.500000 Penalty: 5155.514160
	Iteration 1F: 3 clusters Score -4457470 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4457946.500000 Penalty: 5155.514160
	Iteration 2Q: 3 clusters Score -4457946 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4458413.500000 Penalty: 5155.514160
	Iteration 3Q: 3 clusters Score -4458414 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4458985.500000 Penalty: 5155.514160
	Iteration 4Q: 3 clusters Score -4458986 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4459736.000000 Penalty: 5155.514160
	Iteration 5Q: 3 clusters Score -4459736 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4460974.500000 Penalty: 5155.514160
	Iteration 6F: 3 clusters Score -4460974 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4462835.500000 Penalty: 5155.514160
	Iteration 7F: 3 clusters Score -4462836 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -4465111.000000 Penalty: 5155.514160
	Iteration 8F: 3 clusters Score -4465111 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4467151.500000 Penalty: 5155.514160
	Iteration 9F: 3 clusters Score -4467152 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4468409.500000 Penalty: 5155.514160
	Iteration 10Q: 3 clusters Score -4468410 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -4468992.500000 Penalty: 5155.514160
	Iteration 11Q: 3 clusters Score -4468992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -4469195.000000 Penalty: 5155.514160
	Iteration 12Q: 3 clusters Score -4469195 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4469313.000000 Penalty: 5155.514160
	Iteration 13Q: 3 clusters Score -4469313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -4469366.500000 Penalty: 5155.514160
	Iteration 14Q: 3 clusters Score -4469366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -4469399.500000 Penalty: 5155.514160
	Iteration 15Q: 3 clusters Score -4469400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4469413.000000 Penalty: 5155.514160
	Iteration 16Q: 3 clusters Score -4469413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -4469414.500000 Penalty: 5155.514160
	Iteration 17Q: 3 clusters Score -4469414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4469420.000000 Penalty: 5155.514160
	Iteration 18Q: 3 clusters Score -4469420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4469426.000000 Penalty: 5155.514160
	Iteration 19Q: 3 clusters Score -4469426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4469431.500000 Penalty: 5155.514160
	Iteration 20F: 3 clusters Score -4469432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4469432.500000 Penalty: 5155.514160
	Iteration 21Q: 3 clusters Score -4469432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4469432.500000 Penalty: 5155.514160
	Iteration 22F: 3 clusters Score -4469432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Entering Unmasked Estep 
Score: -4537145.500000 Penalty: 2572.540527
	Iteration 0F: 2 clusters Score -4537146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -4515140.500000 Penalty: 5145.081055
	Iteration 0F: 3 clusters Score -4515140 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4523215.000000 Penalty: 5145.081055
	Iteration 1F: 3 clusters Score -4523215 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -4523749.000000 Penalty: 5145.081055
	Iteration 2Q: 3 clusters Score -4523749 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -4524322.000000 Penalty: 5145.081055
	Iteration 3Q: 3 clusters Score -4524322 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4524892.000000 Penalty: 5145.081055
	Iteration 4Q: 3 clusters Score -4524892 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -4525593.000000 Penalty: 5145.081055
	Iteration 5Q: 3 clusters Score -4525593 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -4526393.000000 Penalty: 5145.081055
	Iteration 6Q: 3 clusters Score -4526393 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -4527394.500000 Penalty: 5145.081055
	Iteration 7Q: 3 clusters Score -4527394 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4528639.000000 Penalty: 5145.081055
	Iteration 8F: 3 clusters Score -4528639 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -4529942.500000 Penalty: 5145.081055
	Iteration 9F: 3 clusters Score -4529942 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4531067.000000 Penalty: 5145.081055
	Iteration 10Q: 3 clusters Score -4531067 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -4531955.000000 Penalty: 5145.081055
	Iteration 11Q: 3 clusters Score -4531955 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4532534.500000 Penalty: 5145.081055
	Iteration 12Q: 3 clusters Score -4532534 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -4532977.000000 Penalty: 5145.081055
	Iteration 13Q: 3 clusters Score -4532977 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4533324.500000 Penalty: 5145.081055
	Iteration 14Q: 3 clusters Score -4533324 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -4533631.000000 Penalty: 5145.081055
	Iteration 15Q: 3 clusters Score -4533631 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -4533893.000000 Penalty: 5145.081055
	Iteration 16Q: 3 clusters Score -4533893 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -4534127.500000 Penalty: 5145.081055
	Iteration 17Q: 3 clusters Score -4534128 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -4534299.500000 Penalty: 5145.081055
	Iteration 18Q: 3 clusters Score -4534300 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4534425.000000 Penalty: 5145.081055
	Iteration 19Q: 3 clusters Score -4534425 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4534538.000000 Penalty: 5145.081055
	Iteration 20F: 3 clusters Score -4534538 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4534623.000000 Penalty: 5145.081055
	Iteration 21Q: 3 clusters Score -4534623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4534669.000000 Penalty: 5145.081055
	Iteration 22Q: 3 clusters Score -4534669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4534737.000000 Penalty: 5145.081055
	Iteration 23Q: 3 clusters Score -4534737 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -4534783.500000 Penalty: 5145.081055
	Iteration 24Q: 3 clusters Score -4534784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4534811.500000 Penalty: 5145.081055
	Iteration 25Q: 3 clusters Score -4534812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -4534841.500000 Penalty: 5145.081055
	Iteration 26Q: 3 clusters Score -4534842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -4534859.500000 Penalty: 5145.081055
	Iteration 27Q: 3 clusters Score -4534860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4534861.500000 Penalty: 5145.081055
	Iteration 28Q: 3 clusters Score -4534862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4534872.000000 Penalty: 5145.081055
	Iteration 29Q: 3 clusters Score -4534872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -4534882.000000 Penalty: 5145.081055
	Iteration 30Q: 3 clusters Score -4534882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4534889.000000 Penalty: 5145.081055
	Iteration 31Q: 3 clusters Score -4534889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -4534890.000000 Penalty: 5145.081055
	Iteration 32Q: 3 clusters Score -4534890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -4534900.000000 Penalty: 5145.081055
	Iteration 33Q: 3 clusters Score -4534900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -4534909.500000 Penalty: 5145.081055
	Iteration 34Q: 3 clusters Score -4534910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -4534910.000000 Penalty: 5145.081055
	Iteration 35Q: 3 clusters Score -4534910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4534915.000000 Penalty: 5145.081055
	Iteration 36Q: 3 clusters Score -4534915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4534918.000000 Penalty: 5145.081055
	Iteration 37Q: 3 clusters Score -4534918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4534924.500000 Penalty: 5145.081055
	Iteration 38Q: 3 clusters Score -4534924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4534933.000000 Penalty: 5145.081055
	Iteration 39Q: 3 clusters Score -4534933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4534931.500000 Penalty: 5145.081055
	Iteration 40F: 3 clusters Score -4534932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4534934.500000 Penalty: 5145.081055
	Iteration 41Q: 3 clusters Score -4534934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4534937.000000 Penalty: 5145.081055
	Iteration 42Q: 3 clusters Score -4534937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4534936.500000 Penalty: 5145.081055
	Iteration 43Q: 3 clusters Score -4534936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4534935.000000 Penalty: 5145.081055
	Iteration 44Q: 3 clusters Score -4534935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4534935.000000 Penalty: 5145.081055
	Iteration 45F: 3 clusters Score -4534935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -191248.890625 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -191248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -189058.046875 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -189058 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -189571.203125 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -189571.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -189978.156250 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -189978.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -190193.812500 Penalty: 3606.075195
	Iteration 3F: 3 clusters Score -190193.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -190311.656250 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -190311.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -190386.500000 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -190386.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -190432.000000 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -190432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -190471.406250 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -190471.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -190496.718750 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -190496.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -190512.468750 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -190512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -190523.890625 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -190523.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -190544.500000 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -190544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -190552.843750 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -190552.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -190558.718750 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -190558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -190562.078125 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -190562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -190563.843750 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -190563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -190563.843750 Penalty: 3606.075195
	Iteration 16F: 3 clusters Score -190563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Entering Unmasked Estep 
Score: -3418582.250000 Penalty: 2502.260498
	Iteration 0F: 2 clusters Score -3418582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -3401888.000000 Penalty: 5004.520996
	Iteration 0F: 3 clusters Score -3401888 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3407432.000000 Penalty: 5004.520996
	Iteration 1F: 3 clusters Score -3407432 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -3407748.750000 Penalty: 5004.520996
	Iteration 2Q: 3 clusters Score -3407749 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -3407987.000000 Penalty: 5004.520996
	Iteration 3Q: 3 clusters Score -3407987 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -3408218.750000 Penalty: 5004.520996
	Iteration 4Q: 3 clusters Score -3408219 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3408405.500000 Penalty: 5004.520996
	Iteration 5Q: 3 clusters Score -3408406 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3408580.250000 Penalty: 5004.520996
	Iteration 6Q: 3 clusters Score -3408580 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -3408747.750000 Penalty: 5004.520996
	Iteration 7Q: 3 clusters Score -3408748 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3408946.500000 Penalty: 5004.520996
	Iteration 8Q: 3 clusters Score -3408946 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3409200.500000 Penalty: 5004.520996
	Iteration 9Q: 3 clusters Score -3409200 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -3409563.000000 Penalty: 5004.520996
	Iteration 10Q: 3 clusters Score -3409563 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -3410070.500000 Penalty: 5004.520996
	Iteration 11Q: 3 clusters Score -3410070 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -3410903.500000 Penalty: 5004.520996
	Iteration 12F: 3 clusters Score -3410904 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3412081.500000 Penalty: 5004.520996
	Iteration 13F: 3 clusters Score -3412082 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3413428.750000 Penalty: 5004.520996
	Iteration 14F: 3 clusters Score -3413429 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3414583.250000 Penalty: 5004.520996
	Iteration 15F: 3 clusters Score -3414583 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3415411.000000 Penalty: 5004.520996
	Iteration 16Q: 3 clusters Score -3415411 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3415881.500000 Penalty: 5004.520996
	Iteration 17Q: 3 clusters Score -3415882 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3416143.000000 Penalty: 5004.520996
	Iteration 18Q: 3 clusters Score -3416143 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3416259.500000 Penalty: 5004.520996
	Iteration 19Q: 3 clusters Score -3416260 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3416318.250000 Penalty: 5004.520996
	Iteration 20F: 3 clusters Score -3416318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3416348.500000 Penalty: 5004.520996
	Iteration 21Q: 3 clusters Score -3416348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3416366.000000 Penalty: 5004.520996
	Iteration 22Q: 3 clusters Score -3416366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3416384.750000 Penalty: 5004.520996
	Iteration 23Q: 3 clusters Score -3416385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3416388.000000 Penalty: 5004.520996
	Iteration 24Q: 3 clusters Score -3416388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3416394.750000 Penalty: 5004.520996
	Iteration 25Q: 3 clusters Score -3416395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3416396.250000 Penalty: 5004.520996
	Iteration 26Q: 3 clusters Score -3416396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3416396.250000 Penalty: 5004.520996
	Iteration 27F: 3 clusters Score -3416396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Entering Unmasked Estep 
Score: -11365219.000000 Penalty: 2802.063232
	Iteration 0F: 2 clusters Score -1.136522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -11311321.000000 Penalty: 5604.126465
	Iteration 0F: 3 clusters Score -1.131132e+07 nChanged 37857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -11332661.000000 Penalty: 5604.126465
	Iteration 1F: 3 clusters Score -1.133266e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -11333523.000000 Penalty: 5604.126465
	Iteration 2Q: 3 clusters Score -1.133352e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -11334629.000000 Penalty: 5604.126465
	Iteration 3Q: 3 clusters Score -1.133463e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -11336175.000000 Penalty: 5604.126465
	Iteration 4Q: 3 clusters Score -1.133618e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -11338514.000000 Penalty: 5604.126465
	Iteration 5F: 3 clusters Score -1.133851e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -11342039.000000 Penalty: 5604.126465
	Iteration 6F: 3 clusters Score -1.134204e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -11346722.000000 Penalty: 5604.126465
	Iteration 7F: 3 clusters Score -1.134672e+07 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -11352050.000000 Penalty: 5604.126465
	Iteration 8F: 3 clusters Score -1.135205e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 70278 members 
Entering Unmasked Estep 
Score: -11356582.000000 Penalty: 5604.126465
	Iteration 9F: 3 clusters Score -1.135658e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -11359269.000000 Penalty: 5604.126465
	Iteration 10Q: 3 clusters Score -1.135927e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 73869 members 
Entering Unmasked Estep 
Score: -11360526.000000 Penalty: 5604.126465
	Iteration 11Q: 3 clusters Score -1.136053e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 74716 members 
Entering Unmasked Estep 
Score: -11361100.000000 Penalty: 5604.126465
	Iteration 12Q: 3 clusters Score -1.13611e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -11361450.000000 Penalty: 5604.126465
	Iteration 13Q: 3 clusters Score -1.136145e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -11361660.000000 Penalty: 5604.126465
	Iteration 14Q: 3 clusters Score -1.136166e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 76278 members 
Entering Unmasked Estep 
Score: -11361860.000000 Penalty: 5604.126465
	Iteration 15Q: 3 clusters Score -1.136186e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -11362054.000000 Penalty: 5604.126465
	Iteration 16Q: 3 clusters Score -1.136205e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 76995 members 
Entering Unmasked Estep 
Score: -11362150.000000 Penalty: 5604.126465
	Iteration 17Q: 3 clusters Score -1.136215e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -11362231.000000 Penalty: 5604.126465
	Iteration 18Q: 3 clusters Score -1.136223e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 77525 members 
Entering Unmasked Estep 
Score: -11362319.000000 Penalty: 5604.126465
	Iteration 19Q: 3 clusters Score -1.136232e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -11362412.000000 Penalty: 5604.126465
	Iteration 20F: 3 clusters Score -1.136241e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -11362475.000000 Penalty: 5604.126465
	Iteration 21Q: 3 clusters Score -1.136248e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 78149 members 
Entering Unmasked Estep 
Score: -11362575.000000 Penalty: 5604.126465
	Iteration 22Q: 3 clusters Score -1.136258e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -11362641.000000 Penalty: 5604.126465
	Iteration 23Q: 3 clusters Score -1.136264e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -11362688.000000 Penalty: 5604.126465
	Iteration 24Q: 3 clusters Score -1.136269e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -11362722.000000 Penalty: 5604.126465
	Iteration 25Q: 3 clusters Score -1.136272e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 78598 members 
Entering Unmasked Estep 
Score: -11362736.000000 Penalty: 5604.126465
	Iteration 26Q: 3 clusters Score -1.136274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -11362764.000000 Penalty: 5604.126465
	Iteration 27Q: 3 clusters Score -1.136276e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -11362781.000000 Penalty: 5604.126465
	Iteration 28Q: 3 clusters Score -1.136278e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -11362781.000000 Penalty: 5604.126465
	Iteration 29Q: 3 clusters Score -1.136278e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -11362806.000000 Penalty: 5604.126465
	Iteration 30Q: 3 clusters Score -1.136281e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 78908 members 
Entering Unmasked Estep 
Score: -11362799.000000 Penalty: 5604.126465
	Iteration 31Q: 3 clusters Score -1.13628e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 78971 members 
Entering Unmasked Estep 
Score: -11362806.000000 Penalty: 5604.126465
	Iteration 32Q: 3 clusters Score -1.136281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -11362819.000000 Penalty: 5604.126465
	Iteration 33Q: 3 clusters Score -1.136282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 79079 members 
Entering Unmasked Estep 
Score: -11362835.000000 Penalty: 5604.126465
	Iteration 34Q: 3 clusters Score -1.136284e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 79117 members 
Entering Unmasked Estep 
Score: -11362843.000000 Penalty: 5604.126465
	Iteration 35Q: 3 clusters Score -1.136284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -11362860.000000 Penalty: 5604.126465
	Iteration 36Q: 3 clusters Score -1.136286e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 79170 members 
Entering Unmasked Estep 
Score: -11362872.000000 Penalty: 5604.126465
	Iteration 37Q: 3 clusters Score -1.136287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -11362876.000000 Penalty: 5604.126465
	Iteration 38Q: 3 clusters Score -1.136288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 79208 members 
Entering Unmasked Estep 
Score: -11362880.000000 Penalty: 5604.126465
	Iteration 39Q: 3 clusters Score -1.136288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -11362890.000000 Penalty: 5604.126465
	Iteration 40F: 3 clusters Score -1.136289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
Score: -11362889.000000 Penalty: 5604.126465
	Iteration 41Q: 3 clusters Score -1.136289e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -11362893.000000 Penalty: 5604.126465
	Iteration 42Q: 3 clusters Score -1.136289e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -11362903.000000 Penalty: 5604.126465
	Iteration 43Q: 3 clusters Score -1.13629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -11362899.000000 Penalty: 5604.126465
	Iteration 44Q: 3 clusters Score -1.13629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 79276 members 
Entering Unmasked Estep 
Score: -11362896.000000 Penalty: 5604.126465
	Iteration 45Q: 3 clusters Score -1.13629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -11362891.000000 Penalty: 5604.126465
	Iteration 46Q: 3 clusters Score -1.136289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -11362888.000000 Penalty: 5604.126465
	Iteration 47Q: 3 clusters Score -1.136289e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -11362906.000000 Penalty: 5604.126465
	Iteration 48Q: 3 clusters Score -1.136291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -11362902.000000 Penalty: 5604.126465
	Iteration 49Q: 3 clusters Score -1.13629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -11362908.000000 Penalty: 5604.126465
	Iteration 50Q: 3 clusters Score -1.136291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -11362908.000000 Penalty: 5604.126465
	Iteration 51Q: 3 clusters Score -1.136291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -11362913.000000 Penalty: 5604.126465
	Iteration 52Q: 3 clusters Score -1.136291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -11362914.000000 Penalty: 5604.126465
	Iteration 53Q: 3 clusters Score -1.136291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 79332 members 
Entering Unmasked Estep 
Score: -11362914.000000 Penalty: 5604.126465
	Iteration 54Q: 3 clusters Score -1.136291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 79339 members 
Entering Unmasked Estep 
Score: -11362902.000000 Penalty: 5604.126465
	Iteration 55Q: 3 clusters Score -1.13629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -11362918.000000 Penalty: 5604.126465
	Iteration 56Q: 3 clusters Score -1.136292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -11362922.000000 Penalty: 5604.126465
	Iteration 57Q: 3 clusters Score -1.136292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -11362909.000000 Penalty: 5604.126465
	Iteration 58Q: 3 clusters Score -1.136291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -11362905.000000 Penalty: 5604.126465
	Iteration 59Q: 3 clusters Score -1.13629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11362912.000000 Penalty: 5604.126465
	Iteration 60F: 3 clusters Score -1.136291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -11362920.000000 Penalty: 5604.126465
	Iteration 61Q: 3 clusters Score -1.136292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11362928.000000 Penalty: 5604.126465
	Iteration 62Q: 3 clusters Score -1.136293e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 79386 members 
Entering Unmasked Estep 
Score: -11362928.000000 Penalty: 5604.126465
	Iteration 63Q: 3 clusters Score -1.136293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -11362929.000000 Penalty: 5604.126465
	Iteration 64Q: 3 clusters Score -1.136293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -11362938.000000 Penalty: 5604.126465
	Iteration 65Q: 3 clusters Score -1.136294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -11362935.000000 Penalty: 5604.126465
	Iteration 66Q: 3 clusters Score -1.136294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
Score: -11362934.000000 Penalty: 5604.126465
	Iteration 67Q: 3 clusters Score -1.136293e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -11362936.000000 Penalty: 5604.126465
	Iteration 68Q: 3 clusters Score -1.136294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -11362939.000000 Penalty: 5604.126465
	Iteration 69Q: 3 clusters Score -1.136294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -11362939.000000 Penalty: 5604.126465
	Iteration 70Q: 3 clusters Score -1.136294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 79423 members 
Entering Unmasked Estep 
Score: -11362938.000000 Penalty: 5604.126465
	Iteration 71Q: 3 clusters Score -1.136294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 79424 members 
Entering Unmasked Estep 
Score: -11362948.000000 Penalty: 5604.126465
	Iteration 72Q: 3 clusters Score -1.136295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -11362945.000000 Penalty: 5604.126465
	Iteration 73Q: 3 clusters Score -1.136294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 79427 members 
Entering Unmasked Estep 
Score: -11362945.000000 Penalty: 5604.126465
	Iteration 74Q: 3 clusters Score -1.136294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -11362951.000000 Penalty: 5604.126465
	Iteration 75Q: 3 clusters Score -1.136295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -11362954.000000 Penalty: 5604.126465
	Iteration 76Q: 3 clusters Score -1.136295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -11362956.000000 Penalty: 5604.126465
	Iteration 77Q: 3 clusters Score -1.136296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 79443 members 
Entering Unmasked Estep 
Score: -11362963.000000 Penalty: 5604.126465
	Iteration 78Q: 3 clusters Score -1.136296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -11362964.000000 Penalty: 5604.126465
	Iteration 79Q: 3 clusters Score -1.136296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -11362964.000000 Penalty: 5604.126465
	Iteration 80F: 3 clusters Score -1.136296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149839 members 
Entering Unmasked Estep 
Score: -20907026.000000 Penalty: 2955.494385
	Iteration 0F: 2 clusters Score -2.090703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -20807972.000000 Penalty: 5910.988770
	Iteration 0F: 3 clusters Score -2.080797e+07 nChanged 71548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69293 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -20849734.000000 Penalty: 5910.988770
	Iteration 1F: 3 clusters Score -2.084973e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -20851240.000000 Penalty: 5910.988770
	Iteration 2Q: 3 clusters Score -2.085124e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 89048 members 
Entering Unmasked Estep 
Score: -20853720.000000 Penalty: 5910.988770
	Iteration 3Q: 3 clusters Score -2.085372e+07 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -20857940.000000 Penalty: 5910.988770
	Iteration 4F: 3 clusters Score -2.085794e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 107099 members 
Entering Unmasked Estep 
Score: -20865800.000000 Penalty: 5910.988770
	Iteration 5F: 3 clusters Score -2.08658e+07 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -20877984.000000 Penalty: 5910.988770
	Iteration 6F: 3 clusters Score -2.087798e+07 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 132485 members 
Entering Unmasked Estep 
Score: -20890854.000000 Penalty: 5910.988770
	Iteration 7F: 3 clusters Score -2.089085e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -20899376.000000 Penalty: 5910.988770
	Iteration 8F: 3 clusters Score -2.089938e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 144740 members 
Entering Unmasked Estep 
Score: -20903050.000000 Penalty: 5910.988770
	Iteration 9Q: 3 clusters Score -2.090305e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 146311 members 
Entering Unmasked Estep 
Score: -20904466.000000 Penalty: 5910.988770
	Iteration 10Q: 3 clusters Score -2.090447e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 147074 members 
Entering Unmasked Estep 
Score: -20904956.000000 Penalty: 5910.988770
	Iteration 11Q: 3 clusters Score -2.090496e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 147471 members 
Entering Unmasked Estep 
Score: -20905140.000000 Penalty: 5910.988770
	Iteration 12Q: 3 clusters Score -2.090514e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 147730 members 
Entering Unmasked Estep 
Score: -20905254.000000 Penalty: 5910.988770
	Iteration 13Q: 3 clusters Score -2.090525e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 147907 members 
Entering Unmasked Estep 
Score: -20905312.000000 Penalty: 5910.988770
	Iteration 14Q: 3 clusters Score -2.090531e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 148036 members 
Entering Unmasked Estep 
Score: -20905336.000000 Penalty: 5910.988770
	Iteration 15Q: 3 clusters Score -2.090534e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -20905380.000000 Penalty: 5910.988770
	Iteration 16Q: 3 clusters Score -2.090538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 148177 members 
Entering Unmasked Estep 
Score: -20905404.000000 Penalty: 5910.988770
	Iteration 17Q: 3 clusters Score -2.09054e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 148222 members 
Entering Unmasked Estep 
Score: -20905426.000000 Penalty: 5910.988770
	Iteration 18Q: 3 clusters Score -2.090543e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 148250 members 
Entering Unmasked Estep 
Score: -20905424.000000 Penalty: 5910.988770
	Iteration 19Q: 3 clusters Score -2.090542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 148269 members 
Entering Unmasked Estep 
Score: -20905452.000000 Penalty: 5910.988770
	Iteration 20F: 3 clusters Score -2.090545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 148282 members 
Entering Unmasked Estep 
Score: -20905456.000000 Penalty: 5910.988770
	Iteration 21Q: 3 clusters Score -2.090546e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 148290 members 
Entering Unmasked Estep 
Score: -20905436.000000 Penalty: 5910.988770
	Iteration 22Q: 3 clusters Score -2.090544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 148295 members 
Entering Unmasked Estep 
Score: -20905432.000000 Penalty: 5910.988770
	Iteration 23Q: 3 clusters Score -2.090543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -20905440.000000 Penalty: 5910.988770
	Iteration 24Q: 3 clusters Score -2.090544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -20905428.000000 Penalty: 5910.988770
	Iteration 25Q: 3 clusters Score -2.090543e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 148317 members 
Entering Unmasked Estep 
Score: -20905426.000000 Penalty: 5910.988770
	Iteration 26Q: 3 clusters Score -2.090543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 148320 members 
Entering Unmasked Estep 
Score: -20905430.000000 Penalty: 5910.988770
	Iteration 27Q: 3 clusters Score -2.090543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 148329 members 
Entering Unmasked Estep 
Score: -20905422.000000 Penalty: 5910.988770
	Iteration 28Q: 3 clusters Score -2.090542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -20905426.000000 Penalty: 5910.988770
	Iteration 29Q: 3 clusters Score -2.090543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 148337 members 
Entering Unmasked Estep 
Score: -20905418.000000 Penalty: 5910.988770
	Iteration 30Q: 3 clusters Score -2.090542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 148338 members 
Entering Unmasked Estep 
Score: -20905436.000000 Penalty: 5910.988770
	Iteration 31Q: 3 clusters Score -2.090544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -20905434.000000 Penalty: 5910.988770
	Iteration 32Q: 3 clusters Score -2.090543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 148341 members 
Entering Unmasked Estep 
Score: -20905436.000000 Penalty: 5910.988770
	Iteration 33Q: 3 clusters Score -2.090544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 148342 members 
Entering Unmasked Estep 
Score: -20905432.000000 Penalty: 5910.988770
	Iteration 34Q: 3 clusters Score -2.090543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 148342 members 
Entering Unmasked Estep 
Score: -20905432.000000 Penalty: 5910.988770
	Iteration 35F: 3 clusters Score -2.090543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -273360.500000 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273360.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -273775.312500 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273775.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -273882.500000 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273882.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -273936.062500 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -273936.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -273978.062500 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -273978.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274000.750000 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -274000.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -274015.125000 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274026.625000 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -274034.750000 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -274040.437500 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -274042.062500 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -274042.062500 Penalty: 3766.063721
	Iteration 11F: 3 clusters Score -274042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -229267.046875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -229267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -226814.515625 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -226814.5 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -227231.703125 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -227231.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -227383.750000 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -227383.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227463.187500 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -227463.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -227520.406250 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -227520.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -227569.078125 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -227569.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -227593.781250 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -227593.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -227610.281250 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -227610.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -227620.687500 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -227620.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227628.281250 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -227628.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -227633.140625 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -227633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227636.703125 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -227636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -227641.046875 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -227641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -227644.203125 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -227644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -227646.609375 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -227646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -227647.328125 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -227647.3 nChanged 1
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: -227648.609375 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -227648.6 nChanged 0
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: -227648.609375 Penalty: 3692.637207
	Iteration 17F: 3 clusters Score -227648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167491 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80712 members 
Mstep: Class 20 contains 149839 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 439Q: 22 clusters Score -8.493976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32669 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149835 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939784.000000 Penalty: 69427.117188
Iteration 440F: 22 clusters Score -8.493978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167494 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23805 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32670 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24095 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149834 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 441Q: 22 clusters Score -8.493976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167492 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23804 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32166 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32671 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24094 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149836 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 442Q: 22 clusters Score -8.493974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167493 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23803 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32672 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939744.000000 Penalty: 69427.117188
Iteration 443Q: 22 clusters Score -8.493974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167499 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23801 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32165 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32672 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80713 members 
Mstep: Class 20 contains 149833 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939752.000000 Penalty: 69427.117188
Iteration 444Q: 22 clusters Score -8.493975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32673 members 
Mstep: Class 16 contains 31990 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80711 members 
Mstep: Class 20 contains 149832 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 445Q: 22 clusters Score -8.493974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32162 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32674 members 
Mstep: Class 16 contains 31990 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80709 members 
Mstep: Class 20 contains 149833 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 446Q: 22 clusters Score -8.493974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24093 members 
Mstep: Class 19 contains 80708 members 
Mstep: Class 20 contains 149833 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939736.000000 Penalty: 69427.117188
Iteration 447Q: 22 clusters Score -8.493974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23798 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29361 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 80707 members 
Mstep: Class 20 contains 149838 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939728.000000 Penalty: 69427.117188
Iteration 448Q: 22 clusters Score -8.493973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167503 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23798 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149841 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939728.000000 Penalty: 69427.117188
Iteration 449Q: 22 clusters Score -8.493973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32164 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32675 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24092 members 
Mstep: Class 19 contains 80703 members 
Mstep: Class 20 contains 149840 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939752.000000 Penalty: 69427.117188
Iteration 450Q: 22 clusters Score -8.493975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167505 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23799 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 80706 members 
Mstep: Class 20 contains 149838 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939760.000000 Penalty: 69427.117188
Iteration 451Q: 22 clusters Score -8.493976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939768.000000 Penalty: 69427.117188
Iteration 452Q: 22 clusters Score -8.493977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84939768.000000 Penalty: 69427.117188
Iteration 453F: 22 clusters Score -8.493977e+07 nChanged 0
Entering ConstructFrom: 
Score: -84939768.000000 Penalty: 69427.117188
Entering ConstructFrom: 
Trying to split cluster 1 (167507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167507 members 
Entering Unmasked Estep 
Score: -23355592.000000 Penalty: 2983.137451
	Iteration 0F: 2 clusters Score -2.335559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84008 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -23246728.000000 Penalty: 5966.274902
	Iteration 0F: 3 clusters Score -2.324673e+07 nChanged 80406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87136 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -23294372.000000 Penalty: 5966.274902
	Iteration 1F: 3 clusters Score -2.329437e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88828 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -23296208.000000 Penalty: 5966.274902
	Iteration 2Q: 3 clusters Score -2.329621e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -23298940.000000 Penalty: 5966.274902
	Iteration 3Q: 3 clusters Score -2.329894e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94227 members 
Mstep: Class 2 contains 73280 members 
Entering Unmasked Estep 
Score: -23302472.000000 Penalty: 5966.274902
	Iteration 4Q: 3 clusters Score -2.330247e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -23307256.000000 Penalty: 5966.274902
	Iteration 5Q: 3 clusters Score -2.330726e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101770 members 
Mstep: Class 2 contains 65737 members 
Entering Unmasked Estep 
Score: -23313400.000000 Penalty: 5966.274902
	Iteration 6F: 3 clusters Score -2.33134e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -23320630.000000 Penalty: 5966.274902
	Iteration 7F: 3 clusters Score -2.332063e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -23327204.000000 Penalty: 5966.274902
	Iteration 8F: 3 clusters Score -2.33272e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110695 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -23332138.000000 Penalty: 5966.274902
	Iteration 9F: 3 clusters Score -2.333214e+07 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -23334674.000000 Penalty: 5966.274902
	Iteration 10Q: 3 clusters Score -2.333467e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113585 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -23336010.000000 Penalty: 5966.274902
	Iteration 11Q: 3 clusters Score -2.333601e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -23336622.000000 Penalty: 5966.274902
	Iteration 12Q: 3 clusters Score -2.333662e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116085 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -23337104.000000 Penalty: 5966.274902
	Iteration 13Q: 3 clusters Score -2.33371e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -23337594.000000 Penalty: 5966.274902
	Iteration 14Q: 3 clusters Score -2.333759e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -23337930.000000 Penalty: 5966.274902
	Iteration 15Q: 3 clusters Score -2.333793e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -23338242.000000 Penalty: 5966.274902
	Iteration 16Q: 3 clusters Score -2.333824e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -23338656.000000 Penalty: 5966.274902
	Iteration 17Q: 3 clusters Score -2.333866e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122274 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -23338986.000000 Penalty: 5966.274902
	Iteration 18Q: 3 clusters Score -2.333899e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123491 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -23339244.000000 Penalty: 5966.274902
	Iteration 19Q: 3 clusters Score -2.333924e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124793 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -23339548.000000 Penalty: 5966.274902
	Iteration 20F: 3 clusters Score -2.333955e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126150 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -23340060.000000 Penalty: 5966.274902
	Iteration 21Q: 3 clusters Score -2.334006e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127595 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -23340514.000000 Penalty: 5966.274902
	Iteration 22Q: 3 clusters Score -2.334051e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129121 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -23341014.000000 Penalty: 5966.274902
	Iteration 23Q: 3 clusters Score -2.334101e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130679 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -23341396.000000 Penalty: 5966.274902
	Iteration 24Q: 3 clusters Score -2.33414e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132285 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -23341784.000000 Penalty: 5966.274902
	Iteration 25Q: 3 clusters Score -2.334178e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133953 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -23342212.000000 Penalty: 5966.274902
	Iteration 26Q: 3 clusters Score -2.334221e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -23342718.000000 Penalty: 5966.274902
	Iteration 27Q: 3 clusters Score -2.334272e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137500 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -23343182.000000 Penalty: 5966.274902
	Iteration 28Q: 3 clusters Score -2.334318e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139445 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -23343952.000000 Penalty: 5966.274902
	Iteration 29Q: 3 clusters Score -2.334395e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141380 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -23344448.000000 Penalty: 5966.274902
	Iteration 30Q: 3 clusters Score -2.334445e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143459 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -23345220.000000 Penalty: 5966.274902
	Iteration 31Q: 3 clusters Score -2.334522e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145660 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -23346030.000000 Penalty: 5966.274902
	Iteration 32Q: 3 clusters Score -2.334603e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147900 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -23347008.000000 Penalty: 5966.274902
	Iteration 33Q: 3 clusters Score -2.334701e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -23347878.000000 Penalty: 5966.274902
	Iteration 34Q: 3 clusters Score -2.334788e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -23348656.000000 Penalty: 5966.274902
	Iteration 35Q: 3 clusters Score -2.334866e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -23349338.000000 Penalty: 5966.274902
	Iteration 36Q: 3 clusters Score -2.334934e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156242 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -23349968.000000 Penalty: 5966.274902
	Iteration 37Q: 3 clusters Score -2.334997e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157972 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -23350476.000000 Penalty: 5966.274902
	Iteration 38Q: 3 clusters Score -2.335048e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159470 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -23350996.000000 Penalty: 5966.274902
	Iteration 39Q: 3 clusters Score -2.3351e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160689 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -23351272.000000 Penalty: 5966.274902
	Iteration 40F: 3 clusters Score -2.335127e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161717 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -23351520.000000 Penalty: 5966.274902
	Iteration 41Q: 3 clusters Score -2.335152e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162577 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -23351814.000000 Penalty: 5966.274902
	Iteration 42Q: 3 clusters Score -2.335181e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163283 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -23352080.000000 Penalty: 5966.274902
	Iteration 43Q: 3 clusters Score -2.335208e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -23352318.000000 Penalty: 5966.274902
	Iteration 44Q: 3 clusters Score -2.335232e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23352494.000000 Penalty: 5966.274902
	Iteration 45Q: 3 clusters Score -2.335249e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164686 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -23352596.000000 Penalty: 5966.274902
	Iteration 46Q: 3 clusters Score -2.33526e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -23352714.000000 Penalty: 5966.274902
	Iteration 47Q: 3 clusters Score -2.335271e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -23352780.000000 Penalty: 5966.274902
	Iteration 48Q: 3 clusters Score -2.335278e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -23352816.000000 Penalty: 5966.274902
	Iteration 49Q: 3 clusters Score -2.335282e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23352880.000000 Penalty: 5966.274902
	Iteration 50Q: 3 clusters Score -2.335288e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23352936.000000 Penalty: 5966.274902
	Iteration 51Q: 3 clusters Score -2.335294e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165764 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23352962.000000 Penalty: 5966.274902
	Iteration 52Q: 3 clusters Score -2.335296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165849 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -23352994.000000 Penalty: 5966.274902
	Iteration 53Q: 3 clusters Score -2.335299e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165940 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23353036.000000 Penalty: 5966.274902
	Iteration 54Q: 3 clusters Score -2.335304e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166015 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -23353044.000000 Penalty: 5966.274902
	Iteration 55Q: 3 clusters Score -2.335304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166065 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -23353018.000000 Penalty: 5966.274902
	Iteration 56Q: 3 clusters Score -2.335302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -23353044.000000 Penalty: 5966.274902
	Iteration 57Q: 3 clusters Score -2.335304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166128 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -23353062.000000 Penalty: 5966.274902
	Iteration 58Q: 3 clusters Score -2.335306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166159 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -23353072.000000 Penalty: 5966.274902
	Iteration 59Q: 3 clusters Score -2.335307e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166176 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -23353074.000000 Penalty: 5966.274902
	Iteration 60F: 3 clusters Score -2.335307e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166195 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -23353072.000000 Penalty: 5966.274902
	Iteration 61Q: 3 clusters Score -2.335307e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166209 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23353068.000000 Penalty: 5966.274902
	Iteration 62Q: 3 clusters Score -2.335307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166217 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -23353068.000000 Penalty: 5966.274902
	Iteration 63Q: 3 clusters Score -2.335307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166222 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -23353072.000000 Penalty: 5966.274902
	Iteration 64Q: 3 clusters Score -2.335307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166230 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -23353078.000000 Penalty: 5966.274902
	Iteration 65Q: 3 clusters Score -2.335308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166239 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -23353072.000000 Penalty: 5966.274902
	Iteration 66Q: 3 clusters Score -2.335307e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166254 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -23353068.000000 Penalty: 5966.274902
	Iteration 67Q: 3 clusters Score -2.335307e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -23353088.000000 Penalty: 5966.274902
	Iteration 68Q: 3 clusters Score -2.335309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166276 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -23353096.000000 Penalty: 5966.274902
	Iteration 69Q: 3 clusters Score -2.33531e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166285 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -23353098.000000 Penalty: 5966.274902
	Iteration 70Q: 3 clusters Score -2.33531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166293 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -23353090.000000 Penalty: 5966.274902
	Iteration 71Q: 3 clusters Score -2.335309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166300 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -23353094.000000 Penalty: 5966.274902
	Iteration 72Q: 3 clusters Score -2.335309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166310 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -23353104.000000 Penalty: 5966.274902
	Iteration 73Q: 3 clusters Score -2.33531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23353118.000000 Penalty: 5966.274902
	Iteration 74Q: 3 clusters Score -2.335312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -23353098.000000 Penalty: 5966.274902
	Iteration 75Q: 3 clusters Score -2.33531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166336 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -23353092.000000 Penalty: 5966.274902
	Iteration 76Q: 3 clusters Score -2.335309e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166342 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -23353102.000000 Penalty: 5966.274902
	Iteration 77Q: 3 clusters Score -2.33531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166349 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23353104.000000 Penalty: 5966.274902
	Iteration 78Q: 3 clusters Score -2.33531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166355 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -23353084.000000 Penalty: 5966.274902
	Iteration 79Q: 3 clusters Score -2.335308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166362 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23353104.000000 Penalty: 5966.274902
	Iteration 80F: 3 clusters Score -2.33531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23353102.000000 Penalty: 5966.274902
	Iteration 81Q: 3 clusters Score -2.33531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166366 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -23353104.000000 Penalty: 5966.274902
	Iteration 82Q: 3 clusters Score -2.33531e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23353124.000000 Penalty: 5966.274902
	Iteration 83Q: 3 clusters Score -2.335312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166369 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23353116.000000 Penalty: 5966.274902
	Iteration 84Q: 3 clusters Score -2.335312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23353126.000000 Penalty: 5966.274902
	Iteration 85Q: 3 clusters Score -2.335313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166378 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23353118.000000 Penalty: 5966.274902
	Iteration 86Q: 3 clusters Score -2.335312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -23353122.000000 Penalty: 5966.274902
	Iteration 87Q: 3 clusters Score -2.335312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166387 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -23353120.000000 Penalty: 5966.274902
	Iteration 88Q: 3 clusters Score -2.335312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -23353114.000000 Penalty: 5966.274902
	Iteration 89Q: 3 clusters Score -2.335311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166390 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23353120.000000 Penalty: 5966.274902
	Iteration 90Q: 3 clusters Score -2.335312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -23353136.000000 Penalty: 5966.274902
	Iteration 91Q: 3 clusters Score -2.335314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166393 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23353134.000000 Penalty: 5966.274902
	Iteration 92Q: 3 clusters Score -2.335313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166394 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -23353138.000000 Penalty: 5966.274902
	Iteration 93Q: 3 clusters Score -2.335314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23353142.000000 Penalty: 5966.274902
	Iteration 94Q: 3 clusters Score -2.335314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166397 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -23353138.000000 Penalty: 5966.274902
	Iteration 95Q: 3 clusters Score -2.335314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166400 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -23353142.000000 Penalty: 5966.274902
	Iteration 96Q: 3 clusters Score -2.335314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166402 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23353136.000000 Penalty: 5966.274902
	Iteration 97Q: 3 clusters Score -2.335314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166405 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23353150.000000 Penalty: 5966.274902
	Iteration 98Q: 3 clusters Score -2.335315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23353158.000000 Penalty: 5966.274902
	Iteration 99Q: 3 clusters Score -2.335316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166406 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23353158.000000 Penalty: 5966.274902
	Iteration 100F: 3 clusters Score -2.335316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -96828.695312 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -96828.7 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 391 members 
Entering Unmasked Estep 
Score: -95097.968750 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -95097.97 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -95578.328125 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -95578.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96097.234375 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -96097.23 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96819.851562 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -96819.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -97062.093750 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -97062.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97167.679688 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -97167.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97265.976562 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -97265.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -97290.039062 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -97290.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -97290.765625 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -97290.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97292.937500 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -97292.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -97292.937500 Penalty: 3306.179199
	Iteration 10F: 3 clusters Score -97292.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 336 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 15 contains 449 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938632.000000 Penalty: 72733.164062
Splitting cluster 2 changes total score from -84939768.000000 to -84938632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -246256.265625 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -246256.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -243758.109375 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -243758.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -244156.828125 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -244156.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -244272.781250 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -244272.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -244336.281250 Penalty: 3711.131104
	Iteration 3Q: 3 clusters Score -244336.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -244379.296875 Penalty: 3711.131104
	Iteration 4Q: 3 clusters Score -244379.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -244403.015625 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -244403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -244418.015625 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -244418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -244428.671875 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -244428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -244436.812500 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -244436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -244445.484375 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -244445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -244456.109375 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -244456.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -244463.062500 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -244463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -244469.531250 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -244469.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -244474.671875 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -244474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244481.296875 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -244481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -244482.562500 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -244482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -244485.031250 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -244485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -244486.750000 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -244486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -244487.390625 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -244487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -244487.390625 Penalty: 3711.131104
	Iteration 19F: 3 clusters Score -244487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Entering Unmasked Estep 
Score: -1543973.125000 Penalty: 2304.464844
	Iteration 0F: 2 clusters Score -1543973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1535715.125000 Penalty: 4608.929688
	Iteration 0F: 3 clusters Score -1535715 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1538166.750000 Penalty: 4608.929688
	Iteration 1F: 3 clusters Score -1538167 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1538478.000000 Penalty: 4608.929688
	Iteration 2F: 3 clusters Score -1538478 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1538713.125000 Penalty: 4608.929688
	Iteration 3F: 3 clusters Score -1538713 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1538894.250000 Penalty: 4608.929688
	Iteration 4Q: 3 clusters Score -1538894 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1539043.625000 Penalty: 4608.929688
	Iteration 5Q: 3 clusters Score -1539044 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1539186.750000 Penalty: 4608.929688
	Iteration 6Q: 3 clusters Score -1539187 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1539292.750000 Penalty: 4608.929688
	Iteration 7Q: 3 clusters Score -1539293 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1539414.625000 Penalty: 4608.929688
	Iteration 8Q: 3 clusters Score -1539415 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1539523.500000 Penalty: 4608.929688
	Iteration 9Q: 3 clusters Score -1539524 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1539687.500000 Penalty: 4608.929688
	Iteration 10Q: 3 clusters Score -1539688 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1539894.250000 Penalty: 4608.929688
	Iteration 11Q: 3 clusters Score -1539894 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1540133.250000 Penalty: 4608.929688
	Iteration 12Q: 3 clusters Score -1540133 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1540427.000000 Penalty: 4608.929688
	Iteration 13Q: 3 clusters Score -1540427 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1540734.625000 Penalty: 4608.929688
	Iteration 14Q: 3 clusters Score -1540735 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1540988.750000 Penalty: 4608.929688
	Iteration 15Q: 3 clusters Score -1540989 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1541179.750000 Penalty: 4608.929688
	Iteration 16Q: 3 clusters Score -1541180 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1541299.000000 Penalty: 4608.929688
	Iteration 17Q: 3 clusters Score -1541299 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1541364.250000 Penalty: 4608.929688
	Iteration 18Q: 3 clusters Score -1541364 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1541418.875000 Penalty: 4608.929688
	Iteration 19Q: 3 clusters Score -1541419 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1541463.500000 Penalty: 4608.929688
	Iteration 20F: 3 clusters Score -1541464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1541489.750000 Penalty: 4608.929688
	Iteration 21Q: 3 clusters Score -1541490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1541517.125000 Penalty: 4608.929688
	Iteration 22Q: 3 clusters Score -1541517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1541548.875000 Penalty: 4608.929688
	Iteration 23Q: 3 clusters Score -1541549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1541563.000000 Penalty: 4608.929688
	Iteration 24Q: 3 clusters Score -1541563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1541577.500000 Penalty: 4608.929688
	Iteration 25Q: 3 clusters Score -1541578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1541597.625000 Penalty: 4608.929688
	Iteration 26Q: 3 clusters Score -1541598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1541613.625000 Penalty: 4608.929688
	Iteration 27Q: 3 clusters Score -1541614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1541629.500000 Penalty: 4608.929688
	Iteration 28Q: 3 clusters Score -1541630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1541644.125000 Penalty: 4608.929688
	Iteration 29Q: 3 clusters Score -1541644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1541658.625000 Penalty: 4608.929688
	Iteration 30Q: 3 clusters Score -1541659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1541678.125000 Penalty: 4608.929688
	Iteration 31Q: 3 clusters Score -1541678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1541690.500000 Penalty: 4608.929688
	Iteration 32Q: 3 clusters Score -1541690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1541702.875000 Penalty: 4608.929688
	Iteration 33Q: 3 clusters Score -1541703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1541715.625000 Penalty: 4608.929688
	Iteration 34Q: 3 clusters Score -1541716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1541726.000000 Penalty: 4608.929688
	Iteration 35Q: 3 clusters Score -1541726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1541733.250000 Penalty: 4608.929688
	Iteration 36Q: 3 clusters Score -1541733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1541741.125000 Penalty: 4608.929688
	Iteration 37Q: 3 clusters Score -1541741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1541743.750000 Penalty: 4608.929688
	Iteration 38Q: 3 clusters Score -1541744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1541751.875000 Penalty: 4608.929688
	Iteration 39Q: 3 clusters Score -1541752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1541760.500000 Penalty: 4608.929688
	Iteration 40F: 3 clusters Score -1541760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1541769.125000 Penalty: 4608.929688
	Iteration 41Q: 3 clusters Score -1541769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1541775.750000 Penalty: 4608.929688
	Iteration 42Q: 3 clusters Score -1541776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1541789.625000 Penalty: 4608.929688
	Iteration 43Q: 3 clusters Score -1541790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1541796.500000 Penalty: 4608.929688
	Iteration 44Q: 3 clusters Score -1541796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1541817.500000 Penalty: 4608.929688
	Iteration 45Q: 3 clusters Score -1541818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1541830.875000 Penalty: 4608.929688
	Iteration 46Q: 3 clusters Score -1541831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1541845.500000 Penalty: 4608.929688
	Iteration 47Q: 3 clusters Score -1541846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1541859.250000 Penalty: 4608.929688
	Iteration 48Q: 3 clusters Score -1541859 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1541868.000000 Penalty: 4608.929688
	Iteration 49Q: 3 clusters Score -1541868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1541882.125000 Penalty: 4608.929688
	Iteration 50Q: 3 clusters Score -1541882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1541884.375000 Penalty: 4608.929688
	Iteration 51Q: 3 clusters Score -1541884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1541894.250000 Penalty: 4608.929688
	Iteration 52Q: 3 clusters Score -1541894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1541900.000000 Penalty: 4608.929688
	Iteration 53Q: 3 clusters Score -1541900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1541907.000000 Penalty: 4608.929688
	Iteration 54Q: 3 clusters Score -1541907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1541914.000000 Penalty: 4608.929688
	Iteration 55Q: 3 clusters Score -1541914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1541920.250000 Penalty: 4608.929688
	Iteration 56Q: 3 clusters Score -1541920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1541925.000000 Penalty: 4608.929688
	Iteration 57Q: 3 clusters Score -1541925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1541930.000000 Penalty: 4608.929688
	Iteration 58Q: 3 clusters Score -1541930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1541932.000000 Penalty: 4608.929688
	Iteration 59Q: 3 clusters Score -1541932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1541940.875000 Penalty: 4608.929688
	Iteration 60F: 3 clusters Score -1541941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1541944.875000 Penalty: 4608.929688
	Iteration 61Q: 3 clusters Score -1541945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1541948.625000 Penalty: 4608.929688
	Iteration 62Q: 3 clusters Score -1541949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1541952.000000 Penalty: 4608.929688
	Iteration 63Q: 3 clusters Score -1541952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1541959.000000 Penalty: 4608.929688
	Iteration 64Q: 3 clusters Score -1541959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1541962.000000 Penalty: 4608.929688
	Iteration 65Q: 3 clusters Score -1541962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1541963.250000 Penalty: 4608.929688
	Iteration 66Q: 3 clusters Score -1541963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1541962.750000 Penalty: 4608.929688
	Iteration 67Q: 3 clusters Score -1541963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1541963.625000 Penalty: 4608.929688
	Iteration 68Q: 3 clusters Score -1541964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1541963.750000 Penalty: 4608.929688
	Iteration 69Q: 3 clusters Score -1541964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1541960.750000 Penalty: 4608.929688
	Iteration 70Q: 3 clusters Score -1541961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1541966.000000 Penalty: 4608.929688
	Iteration 71Q: 3 clusters Score -1541966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1541966.750000 Penalty: 4608.929688
	Iteration 72Q: 3 clusters Score -1541967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1541966.625000 Penalty: 4608.929688
	Iteration 73Q: 3 clusters Score -1541967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1541969.875000 Penalty: 4608.929688
	Iteration 74Q: 3 clusters Score -1541970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1541967.875000 Penalty: 4608.929688
	Iteration 75Q: 3 clusters Score -1541968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1541972.500000 Penalty: 4608.929688
	Iteration 76Q: 3 clusters Score -1541972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1541973.375000 Penalty: 4608.929688
	Iteration 77Q: 3 clusters Score -1541973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1541975.500000 Penalty: 4608.929688
	Iteration 78Q: 3 clusters Score -1541976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1541976.500000 Penalty: 4608.929688
	Iteration 79Q: 3 clusters Score -1541976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1541979.125000 Penalty: 4608.929688
	Iteration 80F: 3 clusters Score -1541979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1541977.500000 Penalty: 4608.929688
	Iteration 81Q: 3 clusters Score -1541978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1541980.500000 Penalty: 4608.929688
	Iteration 82Q: 3 clusters Score -1541980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1541981.250000 Penalty: 4608.929688
	Iteration 83Q: 3 clusters Score -1541981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1541984.125000 Penalty: 4608.929688
	Iteration 84Q: 3 clusters Score -1541984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1541989.750000 Penalty: 4608.929688
	Iteration 85Q: 3 clusters Score -1541990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1541995.250000 Penalty: 4608.929688
	Iteration 86Q: 3 clusters Score -1541995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1541994.500000 Penalty: 4608.929688
	Iteration 87Q: 3 clusters Score -1541994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1541995.625000 Penalty: 4608.929688
	Iteration 88Q: 3 clusters Score -1541996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1541995.125000 Penalty: 4608.929688
	Iteration 89Q: 3 clusters Score -1541995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1541995.125000 Penalty: 4608.929688
	Iteration 90F: 3 clusters Score -1541995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Entering Unmasked Estep 
Score: -3378965.000000 Penalty: 2499.205322
	Iteration 0F: 2 clusters Score -3378965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3362485.000000 Penalty: 4998.410645
	Iteration 0F: 3 clusters Score -3362485 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3368120.500000 Penalty: 4998.410645
	Iteration 1F: 3 clusters Score -3368120 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -3368524.250000 Penalty: 4998.410645
	Iteration 2Q: 3 clusters Score -3368524 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3368872.250000 Penalty: 4998.410645
	Iteration 3Q: 3 clusters Score -3368872 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3369218.750000 Penalty: 4998.410645
	Iteration 4Q: 3 clusters Score -3369219 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3369595.750000 Penalty: 4998.410645
	Iteration 5Q: 3 clusters Score -3369596 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -3369958.750000 Penalty: 4998.410645
	Iteration 6Q: 3 clusters Score -3369959 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3370412.750000 Penalty: 4998.410645
	Iteration 7Q: 3 clusters Score -3370413 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3370986.750000 Penalty: 4998.410645
	Iteration 8Q: 3 clusters Score -3370987 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3371670.250000 Penalty: 4998.410645
	Iteration 9Q: 3 clusters Score -3371670 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3372508.750000 Penalty: 4998.410645
	Iteration 10F: 3 clusters Score -3372509 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3373430.000000 Penalty: 4998.410645
	Iteration 11F: 3 clusters Score -3373430 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -3374389.000000 Penalty: 4998.410645
	Iteration 12Q: 3 clusters Score -3374389 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3375197.000000 Penalty: 4998.410645
	Iteration 13Q: 3 clusters Score -3375197 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -3375700.250000 Penalty: 4998.410645
	Iteration 14Q: 3 clusters Score -3375700 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3376006.000000 Penalty: 4998.410645
	Iteration 15Q: 3 clusters Score -3376006 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3376185.500000 Penalty: 4998.410645
	Iteration 16Q: 3 clusters Score -3376186 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3376327.500000 Penalty: 4998.410645
	Iteration 17Q: 3 clusters Score -3376328 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -3376408.000000 Penalty: 4998.410645
	Iteration 18Q: 3 clusters Score -3376408 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -3376486.000000 Penalty: 4998.410645
	Iteration 19Q: 3 clusters Score -3376486 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3376547.500000 Penalty: 4998.410645
	Iteration 20F: 3 clusters Score -3376548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3376597.250000 Penalty: 4998.410645
	Iteration 21Q: 3 clusters Score -3376597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -3376629.750000 Penalty: 4998.410645
	Iteration 22Q: 3 clusters Score -3376630 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -3376670.250000 Penalty: 4998.410645
	Iteration 23Q: 3 clusters Score -3376670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -3376692.500000 Penalty: 4998.410645
	Iteration 24Q: 3 clusters Score -3376692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3376714.000000 Penalty: 4998.410645
	Iteration 25Q: 3 clusters Score -3376714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3376732.250000 Penalty: 4998.410645
	Iteration 26Q: 3 clusters Score -3376732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3376746.250000 Penalty: 4998.410645
	Iteration 27Q: 3 clusters Score -3376746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3376755.000000 Penalty: 4998.410645
	Iteration 28Q: 3 clusters Score -3376755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -3376767.500000 Penalty: 4998.410645
	Iteration 29Q: 3 clusters Score -3376768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -3376772.500000 Penalty: 4998.410645
	Iteration 30Q: 3 clusters Score -3376772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3376777.500000 Penalty: 4998.410645
	Iteration 31Q: 3 clusters Score -3376778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3376782.750000 Penalty: 4998.410645
	Iteration 32Q: 3 clusters Score -3376783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3376793.500000 Penalty: 4998.410645
	Iteration 33Q: 3 clusters Score -3376794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3376796.500000 Penalty: 4998.410645
	Iteration 34Q: 3 clusters Score -3376796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3376806.750000 Penalty: 4998.410645
	Iteration 35Q: 3 clusters Score -3376807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -3376809.750000 Penalty: 4998.410645
	Iteration 36Q: 3 clusters Score -3376810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3376811.250000 Penalty: 4998.410645
	Iteration 37Q: 3 clusters Score -3376811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3376815.500000 Penalty: 4998.410645
	Iteration 38Q: 3 clusters Score -3376816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3376816.250000 Penalty: 4998.410645
	Iteration 39Q: 3 clusters Score -3376816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3376814.500000 Penalty: 4998.410645
	Iteration 40F: 3 clusters Score -3376814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3376813.750000 Penalty: 4998.410645
	Iteration 41Q: 3 clusters Score -3376814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -3376814.250000 Penalty: 4998.410645
	Iteration 42Q: 3 clusters Score -3376814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3376816.000000 Penalty: 4998.410645
	Iteration 43Q: 3 clusters Score -3376816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3376815.000000 Penalty: 4998.410645
	Iteration 44Q: 3 clusters Score -3376815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3376815.000000 Penalty: 4998.410645
	Iteration 45F: 3 clusters Score -3376815 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: -63253.375000 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -63253.38 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 248 members 
Entering Unmasked Estep 
Score: -61796.171875 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61796.17 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62141.238281 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62141.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62372.074219 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62372.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62559.812500 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62559.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62753.191406 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62753.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62964.839844 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62964.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63073.785156 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63073.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63146.390625 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63146.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63189.144531 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63189.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63245.070312 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63245.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63267.402344 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63267.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -63283.714844 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63283.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63316.402344 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63340.878906 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63340.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -63357.792969 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63357.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63364.988281 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63364.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63370.093750 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -63370.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63383.132812 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -63383.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63383.675781 Penalty: 3116.930664
	Iteration 18F: 3 clusters Score -63383.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63391.996094 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -63392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63391.996094 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -63392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 180 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 15 contains 356 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938160.000000 Penalty: 72733.164062
Splitting cluster 6 changes total score from -84939768.000000 to -84938160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (29360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Entering Unmasked Estep 
Score: -4164279.000000 Penalty: 2551.272461
	Iteration 0F: 2 clusters Score -4164279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -4144002.750000 Penalty: 5102.544922
	Iteration 0F: 3 clusters Score -4144003 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -4151362.250000 Penalty: 5102.544922
	Iteration 1F: 3 clusters Score -4151362 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -4151841.250000 Penalty: 5102.544922
	Iteration 2Q: 3 clusters Score -4151841 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4152346.500000 Penalty: 5102.544922
	Iteration 3Q: 3 clusters Score -4152346 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4152970.000000 Penalty: 5102.544922
	Iteration 4Q: 3 clusters Score -4152970 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -4153827.750000 Penalty: 5102.544922
	Iteration 5F: 3 clusters Score -4153828 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4155122.500000 Penalty: 5102.544922
	Iteration 6F: 3 clusters Score -4155122 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -4156999.250000 Penalty: 5102.544922
	Iteration 7F: 3 clusters Score -4156999 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4159026.000000 Penalty: 5102.544922
	Iteration 8F: 3 clusters Score -4159026 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4160576.500000 Penalty: 5102.544922
	Iteration 9F: 3 clusters Score -4160576 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4161438.250000 Penalty: 5102.544922
	Iteration 10Q: 3 clusters Score -4161438 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4161830.250000 Penalty: 5102.544922
	Iteration 11Q: 3 clusters Score -4161830 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4161984.250000 Penalty: 5102.544922
	Iteration 12Q: 3 clusters Score -4161984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4162064.250000 Penalty: 5102.544922
	Iteration 13Q: 3 clusters Score -4162064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4162116.500000 Penalty: 5102.544922
	Iteration 14Q: 3 clusters Score -4162116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4162152.000000 Penalty: 5102.544922
	Iteration 15Q: 3 clusters Score -4162152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4162168.500000 Penalty: 5102.544922
	Iteration 16Q: 3 clusters Score -4162168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4162169.250000 Penalty: 5102.544922
	Iteration 17Q: 3 clusters Score -4162169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4162177.500000 Penalty: 5102.544922
	Iteration 18Q: 3 clusters Score -4162178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4162183.000000 Penalty: 5102.544922
	Iteration 19Q: 3 clusters Score -4162183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4162188.000000 Penalty: 5102.544922
	Iteration 20F: 3 clusters Score -4162188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4162191.250000 Penalty: 5102.544922
	Iteration 21Q: 3 clusters Score -4162191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4162191.250000 Penalty: 5102.544922
	Iteration 22F: 3 clusters Score -4162191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -86544.421875 Penalty: 1621.458618
	Iteration 0F: 2 clusters Score -86544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84893.257812 Penalty: 3242.917236
	Iteration 0F: 3 clusters Score -84893.26 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85203.937500 Penalty: 3242.917236
	Iteration 1F: 3 clusters Score -85203.94 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85447.695312 Penalty: 3242.917236
	Iteration 2F: 3 clusters Score -85447.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -85518.046875 Penalty: 3242.917236
	Iteration 3Q: 3 clusters Score -85518.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85547.304688 Penalty: 3242.917236
	Iteration 4Q: 3 clusters Score -85547.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85580.773438 Penalty: 3242.917236
	Iteration 5Q: 3 clusters Score -85580.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -85613.718750 Penalty: 3242.917236
	Iteration 6Q: 3 clusters Score -85613.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -85640.484375 Penalty: 3242.917236
	Iteration 7Q: 3 clusters Score -85640.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85661.273438 Penalty: 3242.917236
	Iteration 8Q: 3 clusters Score -85661.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85677.046875 Penalty: 3242.917236
	Iteration 9Q: 3 clusters Score -85677.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -85697.062500 Penalty: 3242.917236
	Iteration 10Q: 3 clusters Score -85697.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85716.023438 Penalty: 3242.917236
	Iteration 11Q: 3 clusters Score -85716.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -85727.164062 Penalty: 3242.917236
	Iteration 12Q: 3 clusters Score -85727.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85729.593750 Penalty: 3242.917236
	Iteration 13Q: 3 clusters Score -85729.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -85731.640625 Penalty: 3242.917236
	Iteration 14Q: 3 clusters Score -85731.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85737.156250 Penalty: 3242.917236
	Iteration 15Q: 3 clusters Score -85737.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -85745.343750 Penalty: 3242.917236
	Iteration 16Q: 3 clusters Score -85745.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85757.218750 Penalty: 3242.917236
	Iteration 17Q: 3 clusters Score -85757.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85760.210938 Penalty: 3242.917236
	Iteration 18Q: 3 clusters Score -85760.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85771.648438 Penalty: 3242.917236
	Iteration 19Q: 3 clusters Score -85771.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85774.906250 Penalty: 3242.917236
	Iteration 20F: 3 clusters Score -85774.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85779.335938 Penalty: 3242.917236
	Iteration 21Q: 3 clusters Score -85779.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85781.039062 Penalty: 3242.917236
	Iteration 22Q: 3 clusters Score -85781.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -85783.648438 Penalty: 3242.917236
	Iteration 23Q: 3 clusters Score -85783.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85786.179688 Penalty: 3242.917236
	Iteration 24Q: 3 clusters Score -85786.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85786.179688 Penalty: 3242.917236
	Iteration 25F: 3 clusters Score -85786.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -3007898.750000 Penalty: 2470.796143
	Iteration 0F: 2 clusters Score -3007899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2992971.750000 Penalty: 4941.592285
	Iteration 0F: 3 clusters Score -2992972 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2997961.750000 Penalty: 4941.592285
	Iteration 1F: 3 clusters Score -2997962 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2998333.750000 Penalty: 4941.592285
	Iteration 2F: 3 clusters Score -2998334 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2998640.250000 Penalty: 4941.592285
	Iteration 3Q: 3 clusters Score -2998640 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2998951.000000 Penalty: 4941.592285
	Iteration 4Q: 3 clusters Score -2998951 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2999305.250000 Penalty: 4941.592285
	Iteration 5Q: 3 clusters Score -2999305 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2999722.250000 Penalty: 4941.592285
	Iteration 6Q: 3 clusters Score -2999722 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -3000333.000000 Penalty: 4941.592285
	Iteration 7F: 3 clusters Score -3000333 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3001104.750000 Penalty: 4941.592285
	Iteration 8F: 3 clusters Score -3001105 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -3002021.000000 Penalty: 4941.592285
	Iteration 9F: 3 clusters Score -3002021 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3003012.000000 Penalty: 4941.592285
	Iteration 10F: 3 clusters Score -3003012 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3003857.250000 Penalty: 4941.592285
	Iteration 11Q: 3 clusters Score -3003857 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3004476.000000 Penalty: 4941.592285
	Iteration 12Q: 3 clusters Score -3004476 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3004922.250000 Penalty: 4941.592285
	Iteration 13Q: 3 clusters Score -3004922 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3005209.000000 Penalty: 4941.592285
	Iteration 14Q: 3 clusters Score -3005209 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3005433.250000 Penalty: 4941.592285
	Iteration 15Q: 3 clusters Score -3005433 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3005575.250000 Penalty: 4941.592285
	Iteration 16Q: 3 clusters Score -3005575 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3005686.250000 Penalty: 4941.592285
	Iteration 17Q: 3 clusters Score -3005686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3005745.500000 Penalty: 4941.592285
	Iteration 18Q: 3 clusters Score -3005746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3005783.500000 Penalty: 4941.592285
	Iteration 19Q: 3 clusters Score -3005784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3005808.250000 Penalty: 4941.592285
	Iteration 20F: 3 clusters Score -3005808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3005833.000000 Penalty: 4941.592285
	Iteration 21Q: 3 clusters Score -3005833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3005849.000000 Penalty: 4941.592285
	Iteration 22Q: 3 clusters Score -3005849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3005862.000000 Penalty: 4941.592285
	Iteration 23Q: 3 clusters Score -3005862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3005867.500000 Penalty: 4941.592285
	Iteration 24Q: 3 clusters Score -3005868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3005879.250000 Penalty: 4941.592285
	Iteration 25Q: 3 clusters Score -3005879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3005886.500000 Penalty: 4941.592285
	Iteration 26Q: 3 clusters Score -3005886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3005894.500000 Penalty: 4941.592285
	Iteration 27Q: 3 clusters Score -3005894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3005903.750000 Penalty: 4941.592285
	Iteration 28Q: 3 clusters Score -3005904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3005909.750000 Penalty: 4941.592285
	Iteration 29Q: 3 clusters Score -3005910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3005915.500000 Penalty: 4941.592285
	Iteration 30Q: 3 clusters Score -3005916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3005928.750000 Penalty: 4941.592285
	Iteration 31Q: 3 clusters Score -3005929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3005931.500000 Penalty: 4941.592285
	Iteration 32Q: 3 clusters Score -3005932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3005939.500000 Penalty: 4941.592285
	Iteration 33Q: 3 clusters Score -3005940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3005944.500000 Penalty: 4941.592285
	Iteration 34Q: 3 clusters Score -3005944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3005950.250000 Penalty: 4941.592285
	Iteration 35Q: 3 clusters Score -3005950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3005946.750000 Penalty: 4941.592285
	Iteration 36Q: 3 clusters Score -3005947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3005946.750000 Penalty: 4941.592285
	Iteration 37F: 3 clusters Score -3005947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Entering Unmasked Estep 
Score: -4558013.500000 Penalty: 2573.885986
	Iteration 0F: 2 clusters Score -4558014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4536024.000000 Penalty: 5147.771973
	Iteration 0F: 3 clusters Score -4536024 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4543858.000000 Penalty: 5147.771973
	Iteration 1F: 3 clusters Score -4543858 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4544336.500000 Penalty: 5147.771973
	Iteration 2Q: 3 clusters Score -4544336 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -4544748.000000 Penalty: 5147.771973
	Iteration 3Q: 3 clusters Score -4544748 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -4545150.500000 Penalty: 5147.771973
	Iteration 4Q: 3 clusters Score -4545150 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4545628.500000 Penalty: 5147.771973
	Iteration 5Q: 3 clusters Score -4545628 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4546211.500000 Penalty: 5147.771973
	Iteration 6Q: 3 clusters Score -4546212 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4546959.000000 Penalty: 5147.771973
	Iteration 7Q: 3 clusters Score -4546959 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -4547896.500000 Penalty: 5147.771973
	Iteration 8F: 3 clusters Score -4547896 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4549196.000000 Penalty: 5147.771973
	Iteration 9F: 3 clusters Score -4549196 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -4550677.500000 Penalty: 5147.771973
	Iteration 10F: 3 clusters Score -4550678 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4552162.000000 Penalty: 5147.771973
	Iteration 11F: 3 clusters Score -4552162 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4553100.000000 Penalty: 5147.771973
	Iteration 12Q: 3 clusters Score -4553100 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4553609.000000 Penalty: 5147.771973
	Iteration 13Q: 3 clusters Score -4553609 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -4553913.500000 Penalty: 5147.771973
	Iteration 14Q: 3 clusters Score -4553914 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4554090.000000 Penalty: 5147.771973
	Iteration 15Q: 3 clusters Score -4554090 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4554198.000000 Penalty: 5147.771973
	Iteration 16Q: 3 clusters Score -4554198 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4554314.000000 Penalty: 5147.771973
	Iteration 17Q: 3 clusters Score -4554314 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4554397.500000 Penalty: 5147.771973
	Iteration 18Q: 3 clusters Score -4554398 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -4554474.500000 Penalty: 5147.771973
	Iteration 19Q: 3 clusters Score -4554474 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4554552.000000 Penalty: 5147.771973
	Iteration 20F: 3 clusters Score -4554552 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -4554640.000000 Penalty: 5147.771973
	Iteration 21Q: 3 clusters Score -4554640 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -4554712.500000 Penalty: 5147.771973
	Iteration 22Q: 3 clusters Score -4554712 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4554788.500000 Penalty: 5147.771973
	Iteration 23Q: 3 clusters Score -4554788 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -4554832.500000 Penalty: 5147.771973
	Iteration 24Q: 3 clusters Score -4554832 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4554892.000000 Penalty: 5147.771973
	Iteration 25Q: 3 clusters Score -4554892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -4554947.500000 Penalty: 5147.771973
	Iteration 26Q: 3 clusters Score -4554948 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4554999.000000 Penalty: 5147.771973
	Iteration 27Q: 3 clusters Score -4554999 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -4555049.000000 Penalty: 5147.771973
	Iteration 28Q: 3 clusters Score -4555049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -4555108.000000 Penalty: 5147.771973
	Iteration 29Q: 3 clusters Score -4555108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4555141.000000 Penalty: 5147.771973
	Iteration 30Q: 3 clusters Score -4555141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4555209.000000 Penalty: 5147.771973
	Iteration 31Q: 3 clusters Score -4555209 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -4555287.500000 Penalty: 5147.771973
	Iteration 32Q: 3 clusters Score -4555288 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -4555328.500000 Penalty: 5147.771973
	Iteration 33Q: 3 clusters Score -4555328 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -4555369.500000 Penalty: 5147.771973
	Iteration 34Q: 3 clusters Score -4555370 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4555424.000000 Penalty: 5147.771973
	Iteration 35Q: 3 clusters Score -4555424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4555448.000000 Penalty: 5147.771973
	Iteration 36Q: 3 clusters Score -4555448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -4555477.500000 Penalty: 5147.771973
	Iteration 37Q: 3 clusters Score -4555478 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -4555505.500000 Penalty: 5147.771973
	Iteration 38Q: 3 clusters Score -4555506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4555538.000000 Penalty: 5147.771973
	Iteration 39Q: 3 clusters Score -4555538 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -4555556.000000 Penalty: 5147.771973
	Iteration 40F: 3 clusters Score -4555556 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4555578.000000 Penalty: 5147.771973
	Iteration 41Q: 3 clusters Score -4555578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4555613.500000 Penalty: 5147.771973
	Iteration 42Q: 3 clusters Score -4555614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4555654.500000 Penalty: 5147.771973
	Iteration 43Q: 3 clusters Score -4555654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -4555678.000000 Penalty: 5147.771973
	Iteration 44Q: 3 clusters Score -4555678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4555696.500000 Penalty: 5147.771973
	Iteration 45Q: 3 clusters Score -4555696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4555732.500000 Penalty: 5147.771973
	Iteration 46Q: 3 clusters Score -4555732 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4555751.000000 Penalty: 5147.771973
	Iteration 47Q: 3 clusters Score -4555751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -4555776.000000 Penalty: 5147.771973
	Iteration 48Q: 3 clusters Score -4555776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -4555794.000000 Penalty: 5147.771973
	Iteration 49Q: 3 clusters Score -4555794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4555808.500000 Penalty: 5147.771973
	Iteration 50Q: 3 clusters Score -4555808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -4555820.500000 Penalty: 5147.771973
	Iteration 51Q: 3 clusters Score -4555820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4555846.500000 Penalty: 5147.771973
	Iteration 52Q: 3 clusters Score -4555846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4555855.500000 Penalty: 5147.771973
	Iteration 53Q: 3 clusters Score -4555856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4555873.500000 Penalty: 5147.771973
	Iteration 54Q: 3 clusters Score -4555874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4555897.500000 Penalty: 5147.771973
	Iteration 55Q: 3 clusters Score -4555898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -4555908.000000 Penalty: 5147.771973
	Iteration 56Q: 3 clusters Score -4555908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4555912.000000 Penalty: 5147.771973
	Iteration 57Q: 3 clusters Score -4555912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4555913.500000 Penalty: 5147.771973
	Iteration 58Q: 3 clusters Score -4555914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4555917.500000 Penalty: 5147.771973
	Iteration 59Q: 3 clusters Score -4555918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4555924.500000 Penalty: 5147.771973
	Iteration 60F: 3 clusters Score -4555924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4555920.500000 Penalty: 5147.771973
	Iteration 61Q: 3 clusters Score -4555920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4555927.000000 Penalty: 5147.771973
	Iteration 62Q: 3 clusters Score -4555927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -4555929.000000 Penalty: 5147.771973
	Iteration 63Q: 3 clusters Score -4555929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -4555929.500000 Penalty: 5147.771973
	Iteration 64Q: 3 clusters Score -4555930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4555936.500000 Penalty: 5147.771973
	Iteration 65Q: 3 clusters Score -4555936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4555945.500000 Penalty: 5147.771973
	Iteration 66Q: 3 clusters Score -4555946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4555951.000000 Penalty: 5147.771973
	Iteration 67Q: 3 clusters Score -4555951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4555958.000000 Penalty: 5147.771973
	Iteration 68Q: 3 clusters Score -4555958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4555960.000000 Penalty: 5147.771973
	Iteration 69Q: 3 clusters Score -4555960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4555954.500000 Penalty: 5147.771973
	Iteration 70Q: 3 clusters Score -4555954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -4555949.500000 Penalty: 5147.771973
	Iteration 71Q: 3 clusters Score -4555950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -4555945.000000 Penalty: 5147.771973
	Iteration 72Q: 3 clusters Score -4555945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -4555950.500000 Penalty: 5147.771973
	Iteration 73Q: 3 clusters Score -4555950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -4555952.500000 Penalty: 5147.771973
	Iteration 74Q: 3 clusters Score -4555952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4555957.000000 Penalty: 5147.771973
	Iteration 75Q: 3 clusters Score -4555957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4555962.500000 Penalty: 5147.771973
	Iteration 76Q: 3 clusters Score -4555962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4555967.000000 Penalty: 5147.771973
	Iteration 77Q: 3 clusters Score -4555967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -4555967.000000 Penalty: 5147.771973
	Iteration 78F: 3 clusters Score -4555967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Entering Unmasked Estep 
Score: -16419.363281 Penalty: 1210.934937
	Iteration 0F: 2 clusters Score -16419.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -15432.488281 Penalty: 2421.869873
	Iteration 0F: 3 clusters Score -15432.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15467.488281 Penalty: 2421.869873
	Iteration 1Q: 3 clusters Score -15467.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -15467.488281 Penalty: 2421.869873
	Iteration 2F: 3 clusters Score -15467.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -273136.812500 Penalty: 1882.906860
	Iteration 0F: 2 clusters Score -273136.8 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 1002 members 
Entering Unmasked Estep 
Score: -270527.312500 Penalty: 3765.813721
	Iteration 0F: 3 clusters Score -270527.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -270976.531250 Penalty: 3765.813721
	Iteration 1F: 3 clusters Score -270976.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -271068.562500 Penalty: 3765.813721
	Iteration 2F: 3 clusters Score -271068.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -271120.812500 Penalty: 3765.813721
	Iteration 3Q: 3 clusters Score -271120.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -271155.156250 Penalty: 3765.813721
	Iteration 4Q: 3 clusters Score -271155.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -271178.843750 Penalty: 3765.813721
	Iteration 5Q: 3 clusters Score -271178.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -271202.375000 Penalty: 3765.813721
	Iteration 6Q: 3 clusters Score -271202.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271219.437500 Penalty: 3765.813721
	Iteration 7Q: 3 clusters Score -271219.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -271234.468750 Penalty: 3765.813721
	Iteration 8Q: 3 clusters Score -271234.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271246.531250 Penalty: 3765.813721
	Iteration 9Q: 3 clusters Score -271246.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271253.781250 Penalty: 3765.813721
	Iteration 10Q: 3 clusters Score -271253.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -271260.718750 Penalty: 3765.813721
	Iteration 11Q: 3 clusters Score -271260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271266.312500 Penalty: 3765.813721
	Iteration 12Q: 3 clusters Score -271266.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -271272.218750 Penalty: 3765.813721
	Iteration 13Q: 3 clusters Score -271272.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -271276.812500 Penalty: 3765.813721
	Iteration 14Q: 3 clusters Score -271276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -271282.968750 Penalty: 3765.813721
	Iteration 15Q: 3 clusters Score -271283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -271288.093750 Penalty: 3765.813721
	Iteration 16Q: 3 clusters Score -271288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -271293.843750 Penalty: 3765.813721
	Iteration 17Q: 3 clusters Score -271293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -271300.375000 Penalty: 3765.813721
	Iteration 18Q: 3 clusters Score -271300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -271306.593750 Penalty: 3765.813721
	Iteration 19Q: 3 clusters Score -271306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -271311.468750 Penalty: 3765.813721
	Iteration 20F: 3 clusters Score -271311.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -271316.906250 Penalty: 3765.813721
	Iteration 21Q: 3 clusters Score -271316.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -271325.187500 Penalty: 3765.813721
	Iteration 22Q: 3 clusters Score -271325.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271332.468750 Penalty: 3765.813721
	Iteration 23Q: 3 clusters Score -271332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271335.343750 Penalty: 3765.813721
	Iteration 24Q: 3 clusters Score -271335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271337.437500 Penalty: 3765.813721
	Iteration 25Q: 3 clusters Score -271337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -271339.750000 Penalty: 3765.813721
	Iteration 26Q: 3 clusters Score -271339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -271340.156250 Penalty: 3765.813721
	Iteration 27Q: 3 clusters Score -271340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -271343.937500 Penalty: 3765.813721
	Iteration 28Q: 3 clusters Score -271343.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -271347.468750 Penalty: 3765.813721
	Iteration 29Q: 3 clusters Score -271347.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -271350.875000 Penalty: 3765.813721
	Iteration 30Q: 3 clusters Score -271350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271354.250000 Penalty: 3765.813721
	Iteration 31Q: 3 clusters Score -271354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -271356.406250 Penalty: 3765.813721
	Iteration 32Q: 3 clusters Score -271356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -271359.312500 Penalty: 3765.813721
	Iteration 33Q: 3 clusters Score -271359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -271360.781250 Penalty: 3765.813721
	Iteration 34Q: 3 clusters Score -271360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271361.531250 Penalty: 3765.813721
	Iteration 35Q: 3 clusters Score -271361.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -271361.531250 Penalty: 3765.813721
	Iteration 36F: 3 clusters Score -271361.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -79861.000000 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -79861 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 312 members 
Entering Unmasked Estep 
Score: -78267.070312 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -78267.07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78625.476562 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -78625.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78831.390625 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -78831.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -78976.414062 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -78976.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -79159.179688 Penalty: 3219.398926
	Iteration 4F: 3 clusters Score -79159.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79403.523438 Penalty: 3219.398926
	Iteration 5F: 3 clusters Score -79403.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -79650.343750 Penalty: 3219.398926
	Iteration 6F: 3 clusters Score -79650.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -79807.460938 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -79807.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79929.031250 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -79929.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -80043.929688 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -80043.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -80241.164062 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -80241.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -80409.023438 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -80409.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -80419.914062 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -80419.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -80426.179688 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -80426.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -80434.398438 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -80434.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -80451.367188 Penalty: 3219.398926
	Iteration 15Q: 3 clusters Score -80451.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -80451.367188 Penalty: 3219.398926
	Iteration 16F: 3 clusters Score -80451.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 167507 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 23800 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 29360 members 
Mstep: Class 8 contains 691 members 
Mstep: Class 9 contains 21224 members 
Mstep: Class 10 contains 32163 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 32676 members 
Mstep: Class 15 contains 144 members 
Mstep: Class 16 contains 31989 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 24090 members 
Mstep: Class 19 contains 80705 members 
Mstep: Class 20 contains 149837 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 1711 members 
Entering Unmasked Estep 
Score: -84938632.000000 Penalty: 72733.164062
Splitting cluster 13 changes total score from -84939768.000000 to -84938632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (32676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Entering Unmasked Estep 
Score: -4472692.500000 Penalty: 2577.810059
	Iteration 0F: 2 clusters Score -4472692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4450353.500000 Penalty: 5155.620117
	Iteration 0F: 3 clusters Score -4450354 nChanged 14803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -4458397.000000 Penalty: 5155.620117
	Iteration 1F: 3 clusters Score -4458397 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4458793.500000 Penalty: 5155.620117
	Iteration 2Q: 3 clusters Score -4458794 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4459172.500000 Penalty: 5155.620117
	Iteration 3Q: 3 clusters Score -4459172 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -4459653.000000 Penalty: 5155.620117
	Iteration 4Q: 3 clusters Score -4459653 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4460276.000000 Penalty: 5155.620117
	Iteration 5Q: 3 clusters Score -4460276 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4461114.000000 Penalty: 5155.620117
	Iteration 6F: 3 clusters Score -4461114 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4462409.500000 Penalty: 5155.620117
	Iteration 7F: 3 clusters Score -4462410 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -4464318.000000 Penalty: 5155.620117
	Iteration 8F: 3 clusters Score -4464318 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4466572.500000 Penalty: 5155.620117
	Iteration 9F: 3 clusters Score -4466572 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4468432.500000 Penalty: 5155.620117
	Iteration 10F: 3 clusters Score -4468432 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4469551.000000 Penalty: 5155.620117
	Iteration 11Q: 3 clusters Score -4469551 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4470034.000000 Penalty: 5155.620117
	Iteration 12Q: 3 clusters Score -4470034 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -4470205.000000 Penalty: 5155.620117
	Iteration 13Q: 3 clusters Score -4470205 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -4470313.000000 Penalty: 5155.620117
	Iteration 14Q: 3 clusters Score -4470313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -4470349.500000 Penalty: 5155.620117
	Iteration 15Q: 3 clusters Score -4470350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -4470363.000000 Penalty: 5155.620117
	Iteration 16Q: 3 clusters Score -4470363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4470380.000000 Penalty: 5155.620117
	Iteration 17Q: 3 clusters Score -4470380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4470389.500000 Penalty: 5155.620117
	Iteration 18Q: 3 clusters Score -4470390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4470404.000000 Penalty: 5155.620117
	Iteration 19Q: 3 clusters Score -4470404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -4470399.000000 Penalty: 5155.620117
	Iteration 20F: 3 clusters Score -4470399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4470402.000000 Penalty: 5155.620117
	Iteration 21Q: 3 clusters Score -4470402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -4470399.500000 Penalty: 5155.620117
	Iteration 22Q: 3 clusters Score -4470400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4470404.500000 Penalty: 5155.620117
	Iteration 23Q: 3 clusters Score -4470404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4470407.500000 Penalty: 5155.620117
	Iteration 24Q: 3 clusters Score -4470408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4470415.500000 Penalty: 5155.620117
	Iteration 25Q: 3 clusters Score -4470416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4470415.500000 Penalty: 5155.620117
	Iteration 26F: 3 clusters Score -4470416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Entering Unmasked Estep 
Score: -4537136.000000 Penalty: 2572.540527
	Iteration 0F: 2 clusters Score -4537136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4515306.000000 Penalty: 5145.081055
	Iteration 0F: 3 clusters Score -4515306 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -4523073.500000 Penalty: 5145.081055
	Iteration 1F: 3 clusters Score -4523074 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -4523493.500000 Penalty: 5145.081055
	Iteration 2Q: 3 clusters Score -4523494 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4523888.000000 Penalty: 5145.081055
	Iteration 3Q: 3 clusters Score -4523888 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -4524365.500000 Penalty: 5145.081055
	Iteration 4Q: 3 clusters Score -4524366 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -4524860.000000 Penalty: 5145.081055
	Iteration 5Q: 3 clusters Score -4524860 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4525424.000000 Penalty: 5145.081055
	Iteration 6Q: 3 clusters Score -4525424 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4526078.500000 Penalty: 5145.081055
	Iteration 7Q: 3 clusters Score -4526078 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4526907.500000 Penalty: 5145.081055
	Iteration 8Q: 3 clusters Score -4526908 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -4527865.000000 Penalty: 5145.081055
	Iteration 9Q: 3 clusters Score -4527865 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4528866.500000 Penalty: 5145.081055
	Iteration 10F: 3 clusters Score -4528866 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -4529801.000000 Penalty: 5145.081055
	Iteration 11Q: 3 clusters Score -4529801 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -4530502.500000 Penalty: 5145.081055
	Iteration 12Q: 3 clusters Score -4530502 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -4530963.500000 Penalty: 5145.081055
	Iteration 13Q: 3 clusters Score -4530964 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -4531168.500000 Penalty: 5145.081055
	Iteration 14Q: 3 clusters Score -4531168 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -4531303.500000 Penalty: 5145.081055
	Iteration 15Q: 3 clusters Score -4531304 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4531399.500000 Penalty: 5145.081055
	Iteration 16Q: 3 clusters Score -4531400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4531466.000000 Penalty: 5145.081055
	Iteration 17Q: 3 clusters Score -4531466 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -4531570.000000 Penalty: 5145.081055
	Iteration 18Q: 3 clusters Score -4531570 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4531662.000000 Penalty: 5145.081055
	Iteration 19Q: 3 clusters Score -4531662 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -4531730.000000 Penalty: 5145.081055
	Iteration 20F: 3 clusters Score -4531730 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -4531809.500000 Penalty: 5145.081055
	Iteration 21Q: 3 clusters Score -4531810 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4531904.500000 Penalty: 5145.081055
	Iteration 22Q: 3 clusters Score -4531904 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4531999.500000 Penalty: 5145.081055
	Iteration 23Q: 3 clusters Score -4532000 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4532106.000000 Penalty: 5145.081055
	Iteration 24Q: 3 clusters Score -4532106 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4532213.500000 Penalty: 5145.081055
	Iteration 25Q: 3 clusters Score -4532214 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -4532341.000000 Penalty: 5145.081055
	Iteration 26Q: 3 clusters Score -4532341 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -4532447.000000 Penalty: 5145.081055
	Iteration 27Q: 3 clusters Score -4532447 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -4532582.000000 Penalty: 5145.081055
	Iteration 28Q: 3 clusters Score -4532582 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4532741.500000 Penalty: 5145.081055
	Iteration 29Q: 3 clusters Score -4532742 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -4532869.000000 Penalty: 5145.081055
	Iteration 30Q: 3 clusters Score -4532869 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -4533003.500000 Penalty: 5145.081055
	Iteration 31Q: 3 clusters Score -4533004 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4533176.000000 Penalty: 5145.081055
	Iteration 32Q: 3 clusters Score -4533176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4533337.000000 Penalty: 5145.081055
	Iteration 33Q: 3 clusters Score -4533337 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4533530.500000 Penalty: 5145.081055
	Iteration 34Q: 3 clusters Score -4533530 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4533666.500000 Penalty: 5145.081055
	Iteration 35Q: 3 clusters Score -4533666 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4533797.000000 Penalty: 5145.081055
	Iteration 36Q: 3 clusters Score -4533797 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4533927.500000 Penalty: 5145.081055
	Iteration 37Q: 3 clusters Score -4533928 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4534055.000000 Penalty: 5145.081055
	Iteration 38Q: 3 clusters Score -4534055 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4534165.000000 Penalty: 5145.081055
	Iteration 39Q: 3 clusters Score -4534165 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4534281.000000 Penalty: 5145.081055
	Iteration 40F: 3 clusters Score -4534281 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4534384.500000 Penalty: 5145.081055
	Iteration 41Q: 3 clusters Score -4534384 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4534480.000000 Penalty: 5145.081055
	Iteration 42Q: 3 clusters Score -4534480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4534550.000000 Penalty: 5145.081055
	Iteration 43Q: 3 clusters Score -4534550 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4534612.500000 Penalty: 5145.081055
	Iteration 44Q: 3 clusters Score -4534612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4534649.500000 Penalty: 5145.081055
	Iteration 45Q: 3 clusters Score -4534650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4534676.500000 Penalty: 5145.081055
	Iteration 46Q: 3 clusters Score -4534676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4534698.500000 Penalty: 5145.081055
	Iteration 47Q: 3 clusters Score -4534698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4534716.000000 Penalty: 5145.081055
	Iteration 48Q: 3 clusters Score -4534716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4534742.500000 Penalty: 5145.081055
	Iteration 49Q: 3 clusters Score -4534742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4534753.000000 Penalty: 5145.081055
	Iteration 50Q: 3 clusters Score -4534753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4534773.000000 Penalty: 5145.081055
	Iteration 51Q: 3 clusters Score -4534773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4534780.500000 Penalty: 5145.081055
	Iteration 52Q: 3 clusters Score -4534780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4534795.000000 Penalty: 5145.081055
	Iteration 53Q: 3 clusters Score -4534795 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4534802.500000 Penalty: 5145.081055
	Iteration 54Q: 3 clusters Score -4534802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4534814.500000 Penalty: 5145.081055
	Iteration 55Q: 3 clusters Score -4534814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4534817.500000 Penalty: 5145.081055
	Iteration 56Q: 3 clusters Score -4534818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4534827.000000 Penalty: 5145.081055
	Iteration 57Q: 3 clusters Score -4534827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4534830.000000 Penalty: 5145.081055
	Iteration 58Q: 3 clusters Score -4534830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4534837.000000 Penalty: 5145.081055
	Iteration 59Q: 3 clusters Score -4534837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4534841.500000 Penalty: 5145.081055
	Iteration 60F: 3 clusters Score -4534842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4534846.000000 Penalty: 5145.081055
	Iteration 61Q: 3 clusters Score -4534846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4534850.500000 Penalty: 5145.081055
	Iteration 62Q: 3 clusters Score -4534850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4534854.500000 Penalty: 5145.081055
	Iteration 63Q: 3 clusters Score -4534854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4534861.000000 Penalty: 5145.081055
	Iteration 64Q: 3 clusters Score -4534861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4534862.000000 Penalty: 5145.081055
	Iteration 65Q: 3 clusters Score -4534862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4534867.500000 Penalty: 5145.081055
	Iteration 66Q: 3 clusters Score -4534868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4534872.000000 Penalty: 5145.081055
	Iteration 67Q: 3 clusters Score -4534872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4534882.500000 Penalty: 5145.081055
	Iteration 68Q: 3 clusters Score -4534882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4534882.000000 Penalty: 5145.081055
	Iteration 69Q: 3 clusters Score -4534882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4534891.000000 Penalty: 5145.081055
	Iteration 70Q: 3 clusters Score -4534891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4534896.500000 Penalty: 5145.081055
	Iteration 71Q: 3 clusters Score -4534896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4534900.000000 Penalty: 5145.081055
	Iteration 72Q: 3 clusters Score -4534900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4534907.000000 Penalty: 5145.081055
	Iteration 73Q: 3 clusters Score -4534907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4534902.000000 Penalty: 5145.081055
	Iteration 74Q: 3 clusters Score -4534902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4534908.000000 Penalty: 5145.081055
	Iteration 75Q: 3 clusters Score -4534908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4534906.500000 Penalty: 5145.081055
	Iteration 76Q: 3 clusters Score -4534906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4534909.000000 Penalty: 5145.081055
	Iteration 77Q: 3 clusters Score -4534909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4534912.000000 Penalty: 5145.081055
	Iteration 78Q: 3 clusters Score -4534912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4534915.500000 Penalty: 5145.081055
	Iteration 79Q: 3 clusters Score -4534916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4534915.500000 Penalty: 5145.081055
	Iteration 80F: 3 clusters Score -4534916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -191248.890625 Penalty: 1803.037598
	Iteration 0F: 2 clusters Score -191248.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -189056.234375 Penalty: 3606.075195
	Iteration 0F: 3 clusters Score -189056.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -189542.312500 Penalty: 3606.075195
	Iteration 1F: 3 clusters Score -189542.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189727.875000 Penalty: 3606.075195
	Iteration 2F: 3 clusters Score -189727.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -189837.625000 Penalty: 3606.075195
	Iteration 3F: 3 clusters Score -189837.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189935.953125 Penalty: 3606.075195
	Iteration 4Q: 3 clusters Score -189936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -189999.062500 Penalty: 3606.075195
	Iteration 5Q: 3 clusters Score -189999.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -190067.625000 Penalty: 3606.075195
	Iteration 6Q: 3 clusters Score -190067.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -190135.296875 Penalty: 3606.075195
	Iteration 7Q: 3 clusters Score -190135.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -190215.296875 Penalty: 3606.075195
	Iteration 8Q: 3 clusters Score -190215.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -190284.609375 Penalty: 3606.075195
	Iteration 9Q: 3 clusters Score -190284.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -190338.421875 Penalty: 3606.075195
	Iteration 10Q: 3 clusters Score -190338.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -190373.984375 Penalty: 3606.075195
	Iteration 11Q: 3 clusters Score -190374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -190393.437500 Penalty: 3606.075195
	Iteration 12Q: 3 clusters Score -190393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -190410.218750 Penalty: 3606.075195
	Iteration 13Q: 3 clusters Score -190410.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -190421.703125 Penalty: 3606.075195
	Iteration 14Q: 3 clusters Score -190421.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -190428.859375 Penalty: 3606.075195
	Iteration 15Q: 3 clusters Score -190428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -190440.312500 Penalty: 3606.075195
	Iteration 16Q: 3 clusters Score -190440.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -190452.812500 Penalty: 3606.075195
	Iteration 17Q: 3 clusters Score -190452.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -190467.781250 Penalty: 3606.075195
	Iteration 18Q: 3 clusters Score -190467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -190481.140625 Penalty: 3606.075195
	Iteration 19Q: 3 clusters Score -190481.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -190488.468750 Penalty: 3606.075195
	Iteration 20F: 3 clusters Score -190488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -190495.875000 Penalty: 3606.075195
	Iteration 21Q: 3 clusters Score -190495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -190499.796875 Penalty: 3606.075195
	Iteration 22Q: 3 clusters Score -190499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -190507.828125 Penalty: 3606.075195
	Iteration 23Q: 3 clusters Score -190507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -190512.890625 Penalty: 3606.075195
	Iteration 24Q: 3 clusters Score -190512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -190517.203125 Penalty: 3606.075195
	Iteration 25Q: 3 clusters Score -190517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -190524.140625 Penalty: 3606.075195
	Iteration 26Q: 3 clusters Score -190524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -190532.875000 Penalty: 3606.075195
	Iteration 27Q: 3 clusters Score -190532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -190537.953125 Penalty: 3606.075195
	Iteration 28Q: 3 clusters Score -190538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -190546.296875 Penalty: 3606.075195
	Iteration 29Q: 3 clusters Score -190546.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -190547.593750 Penalty: 3606.075195
	Iteration 30Q: 3 clusters Score -190547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -190549.406250 Penalty: 3606.075195
	Iteration 31Q: 3 clusters Score -190549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -190550.828125 Penalty: 3606.075195
	Iteration 32Q: 3 clusters Score -190550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -190550.828125 Penalty: 3606.075195
	Iteration 33F: 3 clusters Score -190550.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Entering Unmasked Estep 
Score: -3417871.000000 Penalty: 2502.208984
	Iteration 0F: 2 clusters Score -3417871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3401075.750000 Penalty: 5004.417969
	Iteration 0F: 3 clusters Score -3401076 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3406885.500000 Penalty: 5004.417969
	Iteration 1F: 3 clusters Score -3406886 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3407264.750000 Penalty: 5004.417969
	Iteration 2Q: 3 clusters Score -3407265 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3407603.500000 Penalty: 5004.417969
	Iteration 3Q: 3 clusters Score -3407604 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3407922.000000 Penalty: 5004.417969
	Iteration 4Q: 3 clusters Score -3407922 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -3408221.250000 Penalty: 5004.417969
	Iteration 5Q: 3 clusters Score -3408221 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3408524.750000 Penalty: 5004.417969
	Iteration 6Q: 3 clusters Score -3408525 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3408844.250000 Penalty: 5004.417969
	Iteration 7Q: 3 clusters Score -3408844 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3409155.750000 Penalty: 5004.417969
	Iteration 8Q: 3 clusters Score -3409156 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3409538.000000 Penalty: 5004.417969
	Iteration 9Q: 3 clusters Score -3409538 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -3410046.500000 Penalty: 5004.417969
	Iteration 10Q: 3 clusters Score -3410046 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3410624.500000 Penalty: 5004.417969
	Iteration 11Q: 3 clusters Score -3410624 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3411295.000000 Penalty: 5004.417969
	Iteration 12Q: 3 clusters Score -3411295 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3411936.000000 Penalty: 5004.417969
	Iteration 13Q: 3 clusters Score -3411936 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -3412399.000000 Penalty: 5004.417969
	Iteration 14Q: 3 clusters Score -3412399 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3412678.500000 Penalty: 5004.417969
	Iteration 15Q: 3 clusters Score -3412678 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3412819.500000 Penalty: 5004.417969
	Iteration 16Q: 3 clusters Score -3412820 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3412923.000000 Penalty: 5004.417969
	Iteration 17Q: 3 clusters Score -3412923 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3412967.500000 Penalty: 5004.417969
	Iteration 18Q: 3 clusters Score -3412968 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3413021.750000 Penalty: 5004.417969
	Iteration 19Q: 3 clusters Score -3413022 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3413066.250000 Penalty: 5004.417969
	Iteration 20F: 3 clusters Score -3413066 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3413123.000000 Penalty: 5004.417969
	Iteration 21Q: 3 clusters Score -3413123 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3413157.250000 Penalty: 5004.417969
	Iteration 22Q: 3 clusters Score -3413157 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3413205.250000 Penalty: 5004.417969
	Iteration 23Q: 3 clusters Score -3413205 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3413260.750000 Penalty: 5004.417969
	Iteration 24Q: 3 clusters Score -3413261 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3413332.500000 Penalty: 5004.417969
	Iteration 25Q: 3 clusters Score -3413332 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3413390.750000 Penalty: 5004.417969
	Iteration 26Q: 3 clusters Score -3413391 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3413459.750000 Penalty: 5004.417969
	Iteration 27Q: 3 clusters Score -3413460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -3413538.000000 Penalty: 5004.417969
	Iteration 28Q: 3 clusters Score -3413538 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -3413590.750000 Penalty: 5004.417969
	Iteration 29Q: 3 clusters Score -3413591 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3413666.500000 Penalty: 5004.417969
	Iteration 30Q: 3 clusters Score -3413666 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3413754.000000 Penalty: 5004.417969
	Iteration 31Q: 3 clusters Score -3413754 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3413843.750000 Penalty: 5004.417969
	Iteration 32Q: 3 clusters Score -3413844 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -3413928.000000 Penalty: 5004.417969
	Iteration 33Q: 3 clusters Score -3413928 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3414041.250000 Penalty: 5004.417969
	Iteration 34Q: 3 clusters Score -3414041 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3414150.500000 Penalty: 5004.417969
	Iteration 35Q: 3 clusters Score -3414150 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3414281.000000 Penalty: 5004.417969
	Iteration 36Q: 3 clusters Score -3414281 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3414414.000000 Penalty: 5004.417969
	Iteration 37Q: 3 clusters Score -3414414 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3414567.500000 Penalty: 5004.417969
	Iteration 38Q: 3 clusters Score -3414568 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3414712.500000 Penalty: 5004.417969
	Iteration 39Q: 3 clusters Score -3414712 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -3414846.250000 Penalty: 5004.417969
	Iteration 40F: 3 clusters Score -3414846 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3414972.250000 Penalty: 5004.417969
	Iteration 41Q: 3 clusters Score -3414972 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -3415085.000000 Penalty: 5004.417969
	Iteration 42Q: 3 clusters Score -3415085 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3415197.000000 Penalty: 5004.417969
	Iteration 43Q: 3 clusters Score -3415197 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3415299.500000 Penalty: 5004.417969
	Iteration 44Q: 3 clusters Score -3415300 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3415376.250000 Penalty: 5004.417969
	Iteration 45Q: 3 clusters Score -3415376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3415433.500000 Penalty: 5004.417969
	Iteration 46Q: 3 clusters Score -3415434 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3415496.250000 Penalty: 5004.417969
	Iteration 47Q: 3 clusters Score -3415496 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3415536.500000 Penalty: 5004.417969
	Iteration 48Q: 3 clusters Score -3415536 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3415579.250000 Penalty: 5004.417969
	Iteration 49Q: 3 clusters Score -3415579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3415607.750000 Penalty: 5004.417969
	Iteration 50Q: 3 clusters Score -3415608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -3415628.250000 Penalty: 5004.417969
	Iteration 51Q: 3 clusters Score -3415628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3415652.000000 Penalty: 5004.417969
	Iteration 52Q: 3 clusters Score -3415652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3415672.000000 Penalty: 5004.417969
	Iteration 53Q: 3 clusters Score -3415672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3415688.000000 Penalty: 5004.417969
	Iteration 54Q: 3 clusters Score -3415688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3415712.500000 Penalty: 5004.417969
	Iteration 55Q: 3 clusters Score -3415712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3415719.250000 Penalty: 5004.417969
	Iteration 56Q: 3 clusters Score -3415719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3415725.000000 Penalty: 5004.417969
	Iteration 57Q: 3 clusters Score -3415725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3415731.250000 Penalty: 5004.417969
	Iteration 58Q: 3 clusters Score -3415731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -3415741.250000 Penalty: 5004.417969
	Iteration 59Q: 3 clusters Score -3415741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -3415754.750000 Penalty: 5004.417969
	Iteration 60F: 3 clusters Score -3415755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -3415762.500000 Penalty: 5004.417969
	Iteration 61Q: 3 clusters Score -3415762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3415766.750000 Penalty: 5004.417969
	Iteration 62Q: 3 clusters Score -3415767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3415770.750000 Penalty: 5004.417969
	Iteration 63Q: 3 clusters Score -3415771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3415770.000000 Penalty: 5004.417969
	Iteration 64Q: 3 clusters Score -3415770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3415771.750000 Penalty: 5004.417969
	Iteration 65Q: 3 clusters Score -3415772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -3415775.500000 Penalty: 5004.417969
	Iteration 66Q: 3 clusters Score -3415776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3415775.750000 Penalty: 5004.417969
	Iteration 67Q: 3 clusters Score -3415776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3415777.000000 Penalty: 5004.417969
	Iteration 68Q: 3 clusters Score -3415777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3415778.500000 Penalty: 5004.417969
	Iteration 69Q: 3 clusters Score -3415778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3415782.000000 Penalty: 5004.417969
	Iteration 70Q: 3 clusters Score -3415782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3415781.750000 Penalty: 5004.417969
	Iteration 71Q: 3 clusters Score -3415782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3415781.000000 Penalty: 5004.417969
	Iteration 72Q: 3 clusters Score -3415781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3415787.500000 Penalty: 5004.417969
	Iteration 73Q: 3 clusters Score -3415788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3415784.500000 Penalty: 5004.417969
	Iteration 74Q: 3 clusters Score -3415784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3415785.250000 Penalty: 5004.417969
	Iteration 75Q: 3 clusters Score -3415785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3415788.750000 Penalty: 5004.417969
	Iteration 76Q: 3 clusters Score -3415789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -3415789.250000 Penalty: 5004.417969
	Iteration 77Q: 3 clusters Score -3415789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3415790.000000 Penalty: 5004.417969
	Iteration 78Q: 3 clusters Score -3415790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3415787.500000 Penalty: 5004.417969
	Iteration 79Q: 3 clusters Score -3415788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -3415791.250000 Penalty: 5004.417969
	Iteration 80F: 3 clusters Score -3415791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (80705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Entering Unmasked Estep 
Score: -11364247.000000 Penalty: 2802.041748
	Iteration 0F: 2 clusters Score -1.136425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -11310298.000000 Penalty: 5604.083496
	Iteration 0F: 3 clusters Score -1.13103e+07 nChanged 37718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -11331748.000000 Penalty: 5604.083496
	Iteration 1F: 3 clusters Score -1.133175e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -11332393.000000 Penalty: 5604.083496
	Iteration 2Q: 3 clusters Score -1.133239e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -11333247.000000 Penalty: 5604.083496
	Iteration 3Q: 3 clusters Score -1.133325e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -11334142.000000 Penalty: 5604.083496
	Iteration 4Q: 3 clusters Score -1.133414e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -11335282.000000 Penalty: 5604.083496
	Iteration 5Q: 3 clusters Score -1.133528e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -11336798.000000 Penalty: 5604.083496
	Iteration 6Q: 3 clusters Score -1.13368e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -11338728.000000 Penalty: 5604.083496
	Iteration 7Q: 3 clusters Score -1.133873e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -11341292.000000 Penalty: 5604.083496
	Iteration 8F: 3 clusters Score -1.134129e+07 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -11344781.000000 Penalty: 5604.083496
	Iteration 9F: 3 clusters Score -1.134478e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -11348305.000000 Penalty: 5604.083496
	Iteration 10F: 3 clusters Score -1.13483e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -11350709.000000 Penalty: 5604.083496
	Iteration 11F: 3 clusters Score -1.135071e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -11351828.000000 Penalty: 5604.083496
	Iteration 12Q: 3 clusters Score -1.135183e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -11352345.000000 Penalty: 5604.083496
	Iteration 13Q: 3 clusters Score -1.135234e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -11352778.000000 Penalty: 5604.083496
	Iteration 14Q: 3 clusters Score -1.135278e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11353090.000000 Penalty: 5604.083496
	Iteration 15Q: 3 clusters Score -1.135309e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -11353384.000000 Penalty: 5604.083496
	Iteration 16Q: 3 clusters Score -1.135338e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -11353759.000000 Penalty: 5604.083496
	Iteration 17Q: 3 clusters Score -1.135376e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -11354096.000000 Penalty: 5604.083496
	Iteration 18Q: 3 clusters Score -1.13541e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -11354398.000000 Penalty: 5604.083496
	Iteration 19Q: 3 clusters Score -1.13544e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -11354699.000000 Penalty: 5604.083496
	Iteration 20F: 3 clusters Score -1.13547e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -11354956.000000 Penalty: 5604.083496
	Iteration 21Q: 3 clusters Score -1.135496e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -11355212.000000 Penalty: 5604.083496
	Iteration 22Q: 3 clusters Score -1.135521e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -11355471.000000 Penalty: 5604.083496
	Iteration 23Q: 3 clusters Score -1.135547e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -11355763.000000 Penalty: 5604.083496
	Iteration 24Q: 3 clusters Score -1.135576e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
Score: -11356093.000000 Penalty: 5604.083496
	Iteration 25Q: 3 clusters Score -1.135609e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 62655 members 
Entering Unmasked Estep 
Score: -11356437.000000 Penalty: 5604.083496
	Iteration 26Q: 3 clusters Score -1.135644e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -11356761.000000 Penalty: 5604.083496
	Iteration 27Q: 3 clusters Score -1.135676e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 64752 members 
Entering Unmasked Estep 
Score: -11357019.000000 Penalty: 5604.083496
	Iteration 28Q: 3 clusters Score -1.135702e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 65793 members 
Entering Unmasked Estep 
Score: -11357344.000000 Penalty: 5604.083496
	Iteration 29Q: 3 clusters Score -1.135734e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -11357595.000000 Penalty: 5604.083496
	Iteration 30Q: 3 clusters Score -1.13576e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -11357845.000000 Penalty: 5604.083496
	Iteration 31Q: 3 clusters Score -1.135784e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -11358202.000000 Penalty: 5604.083496
	Iteration 32Q: 3 clusters Score -1.13582e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -11358524.000000 Penalty: 5604.083496
	Iteration 33Q: 3 clusters Score -1.135852e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -11358909.000000 Penalty: 5604.083496
	Iteration 34Q: 3 clusters Score -1.135891e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -11359231.000000 Penalty: 5604.083496
	Iteration 35Q: 3 clusters Score -1.135923e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -11359513.000000 Penalty: 5604.083496
	Iteration 36Q: 3 clusters Score -1.135951e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -11359834.000000 Penalty: 5604.083496
	Iteration 37Q: 3 clusters Score -1.135983e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 73883 members 
Entering Unmasked Estep 
Score: -11360114.000000 Penalty: 5604.083496
	Iteration 38Q: 3 clusters Score -1.136011e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 74544 members 
Entering Unmasked Estep 
Score: -11360347.000000 Penalty: 5604.083496
	Iteration 39Q: 3 clusters Score -1.136035e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 75078 members 
Entering Unmasked Estep 
Score: -11360569.000000 Penalty: 5604.083496
	Iteration 40F: 3 clusters Score -1.136057e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -11360725.000000 Penalty: 5604.083496
	Iteration 41Q: 3 clusters Score -1.136072e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -11360893.000000 Penalty: 5604.083496
	Iteration 42Q: 3 clusters Score -1.136089e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -11361001.000000 Penalty: 5604.083496
	Iteration 43Q: 3 clusters Score -1.1361e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -11361156.000000 Penalty: 5604.083496
	Iteration 44Q: 3 clusters Score -1.136116e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -11361273.000000 Penalty: 5604.083496
	Iteration 45Q: 3 clusters Score -1.136127e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -11361360.000000 Penalty: 5604.083496
	Iteration 46Q: 3 clusters Score -1.136136e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -11361400.000000 Penalty: 5604.083496
	Iteration 47Q: 3 clusters Score -1.13614e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 77889 members 
Entering Unmasked Estep 
Score: -11361484.000000 Penalty: 5604.083496
	Iteration 48Q: 3 clusters Score -1.136148e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -11361558.000000 Penalty: 5604.083496
	Iteration 49Q: 3 clusters Score -1.136156e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 78218 members 
Entering Unmasked Estep 
Score: -11361604.000000 Penalty: 5604.083496
	Iteration 50Q: 3 clusters Score -1.13616e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 78370 members 
Entering Unmasked Estep 
Score: -11361665.000000 Penalty: 5604.083496
	Iteration 51Q: 3 clusters Score -1.136166e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -11361695.000000 Penalty: 5604.083496
	Iteration 52Q: 3 clusters Score -1.13617e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -11361737.000000 Penalty: 5604.083496
	Iteration 53Q: 3 clusters Score -1.136174e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -11361749.000000 Penalty: 5604.083496
	Iteration 54Q: 3 clusters Score -1.136175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 78785 members 
Entering Unmasked Estep 
Score: -11361774.000000 Penalty: 5604.083496
	Iteration 55Q: 3 clusters Score -1.136177e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -11361801.000000 Penalty: 5604.083496
	Iteration 56Q: 3 clusters Score -1.13618e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -11361848.000000 Penalty: 5604.083496
	Iteration 57Q: 3 clusters Score -1.136185e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -11361846.000000 Penalty: 5604.083496
	Iteration 58Q: 3 clusters Score -1.136185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -11361860.000000 Penalty: 5604.083496
	Iteration 59Q: 3 clusters Score -1.136186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -11361862.000000 Penalty: 5604.083496
	Iteration 60F: 3 clusters Score -1.136186e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -11361892.000000 Penalty: 5604.083496
	Iteration 61Q: 3 clusters Score -1.136189e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 79140 members 
Entering Unmasked Estep 
Score: -11361885.000000 Penalty: 5604.083496
	Iteration 62Q: 3 clusters Score -1.136188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 79175 members 
Entering Unmasked Estep 
Score: -11361893.000000 Penalty: 5604.083496
	Iteration 63Q: 3 clusters Score -1.136189e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -11361903.000000 Penalty: 5604.083496
	Iteration 64Q: 3 clusters Score -1.13619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -11361928.000000 Penalty: 5604.083496
	Iteration 65Q: 3 clusters Score -1.136193e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 79268 members 
Entering Unmasked Estep 
Score: -11361919.000000 Penalty: 5604.083496
	Iteration 66Q: 3 clusters Score -1.136192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -11361948.000000 Penalty: 5604.083496
	Iteration 67Q: 3 clusters Score -1.136195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -11361963.000000 Penalty: 5604.083496
	Iteration 68Q: 3 clusters Score -1.136196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -11361965.000000 Penalty: 5604.083496
	Iteration 69Q: 3 clusters Score -1.136196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -11361965.000000 Penalty: 5604.083496
	Iteration 70Q: 3 clusters Score -1.136196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 79341 members 
Entering Unmasked Estep 
Score: -11361961.000000 Penalty: 5604.083496
	Iteration 71Q: 3 clusters Score -1.136196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -11361960.000000 Penalty: 5604.083496
	Iteration 72Q: 3 clusters Score -1.136196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -11361957.000000 Penalty: 5604.083496
	Iteration 73Q: 3 clusters Score -1.136196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -11361960.000000 Penalty: 5604.083496
	Iteration 74Q: 3 clusters Score -1.136196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -11361966.000000 Penalty: 5604.083496
	Iteration 75Q: 3 clusters Score -1.136197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -11361958.000000 Penalty: 5604.083496
	Iteration 76Q: 3 clusters Score -1.136196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -11361967.000000 Penalty: 5604.083496
	Iteration 77Q: 3 clusters Score -1.136197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -11361959.000000 Penalty: 5604.083496
	Iteration 78Q: 3 clusters Score -1.136196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79380 members 
Entering Unmasked Estep 
Score: -11361958.000000 Penalty: 5604.083496
	Iteration 79Q: 3 clusters Score -1.136196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -11361959.000000 Penalty: 5604.083496
	Iteration 80F: 3 clusters Score -1.136196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (149837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149837 members 
Entering Unmasked Estep 
Score: -20906830.000000 Penalty: 2955.491211
	Iteration 0F: 2 clusters Score -2.090683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 75088 members 
Entering Unmasked Estep 
Score: -20807582.000000 Penalty: 5910.982422
	Iteration 0F: 3 clusters Score -2.080758e+07 nChanged 71771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -20849328.000000 Penalty: 5910.982422
	Iteration 1F: 3 clusters Score -2.084933e+07 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71090 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -20850606.000000 Penalty: 5910.982422
	Iteration 2Q: 3 clusters Score -2.085061e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69283 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -20852250.000000 Penalty: 5910.982422
	Iteration 3Q: 3 clusters Score -2.085225e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -20854466.000000 Penalty: 5910.982422
	Iteration 4Q: 3 clusters Score -2.085447e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -20857558.000000 Penalty: 5910.982422
	Iteration 5Q: 3 clusters Score -2.085756e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59370 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -20862146.000000 Penalty: 5910.982422
	Iteration 6Q: 3 clusters Score -2.086215e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -20867744.000000 Penalty: 5910.982422
	Iteration 7F: 3 clusters Score -2.086774e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 100376 members 
Entering Unmasked Estep 
Score: -20873988.000000 Penalty: 5910.982422
	Iteration 8F: 3 clusters Score -2.087399e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 104957 members 
Entering Unmasked Estep 
Score: -20879772.000000 Penalty: 5910.982422
	Iteration 9F: 3 clusters Score -2.087977e+07 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -20884724.000000 Penalty: 5910.982422
	Iteration 10F: 3 clusters Score -2.088472e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 110955 members 
Entering Unmasked Estep 
Score: -20888210.000000 Penalty: 5910.982422
	Iteration 11Q: 3 clusters Score -2.088821e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -20890230.000000 Penalty: 5910.982422
	Iteration 12Q: 3 clusters Score -2.089023e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -20891492.000000 Penalty: 5910.982422
	Iteration 13Q: 3 clusters Score -2.089149e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 116817 members 
Entering Unmasked Estep 
Score: -20892420.000000 Penalty: 5910.982422
	Iteration 14Q: 3 clusters Score -2.089242e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 118660 members 
Entering Unmasked Estep 
Score: -20892902.000000 Penalty: 5910.982422
	Iteration 15Q: 3 clusters Score -2.08929e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 120548 members 
Entering Unmasked Estep 
Score: -20893480.000000 Penalty: 5910.982422
	Iteration 16Q: 3 clusters Score -2.089348e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -20894160.000000 Penalty: 5910.982422
	Iteration 17Q: 3 clusters Score -2.089416e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -20894732.000000 Penalty: 5910.982422
	Iteration 18Q: 3 clusters Score -2.089473e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 126272 members 
Entering Unmasked Estep 
Score: -20895386.000000 Penalty: 5910.982422
	Iteration 19Q: 3 clusters Score -2.089539e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 128208 members 
Entering Unmasked Estep 
Score: -20896098.000000 Penalty: 5910.982422
	Iteration 20F: 3 clusters Score -2.08961e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 130232 members 
Entering Unmasked Estep 
Score: -20896850.000000 Penalty: 5910.982422
	Iteration 21Q: 3 clusters Score -2.089685e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 132271 members 
Entering Unmasked Estep 
Score: -20897626.000000 Penalty: 5910.982422
	Iteration 22Q: 3 clusters Score -2.089763e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 134278 members 
Entering Unmasked Estep 
Score: -20898404.000000 Penalty: 5910.982422
	Iteration 23Q: 3 clusters Score -2.08984e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 136216 members 
Entering Unmasked Estep 
Score: -20899276.000000 Penalty: 5910.982422
	Iteration 24Q: 3 clusters Score -2.089928e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 138084 members 
Entering Unmasked Estep 
Score: -20900116.000000 Penalty: 5910.982422
	Iteration 25Q: 3 clusters Score -2.090012e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 139828 members 
Entering Unmasked Estep 
Score: -20900982.000000 Penalty: 5910.982422
	Iteration 26Q: 3 clusters Score -2.090098e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -20901552.000000 Penalty: 5910.982422
	Iteration 27Q: 3 clusters Score -2.090155e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -20902220.000000 Penalty: 5910.982422
	Iteration 28Q: 3 clusters Score -2.090222e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 144086 members 
Entering Unmasked Estep 
Score: -20902668.000000 Penalty: 5910.982422
	Iteration 29Q: 3 clusters Score -2.090267e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 145108 members 
Entering Unmasked Estep 
Score: -20903026.000000 Penalty: 5910.982422
	Iteration 30Q: 3 clusters Score -2.090303e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 145917 members 
Entering Unmasked Estep 
Score: -20903364.000000 Penalty: 5910.982422
	Iteration 31Q: 3 clusters Score -2.090336e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 146526 members 
Entering Unmasked Estep 
Score: -20903572.000000 Penalty: 5910.982422
	Iteration 32Q: 3 clusters Score -2.090357e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 147020 members 
Entering Unmasked Estep 
Score: -20903730.000000 Penalty: 5910.982422
	Iteration 33Q: 3 clusters Score -2.090373e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 147389 members 
Entering Unmasked Estep 
Score: -20903878.000000 Penalty: 5910.982422
	Iteration 34Q: 3 clusters Score -2.090388e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -20903952.000000 Penalty: 5910.982422
	Iteration 35Q: 3 clusters Score -2.090395e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 147908 members 
Entering Unmasked Estep 
Score: -20904054.000000 Penalty: 5910.982422
	Iteration 36Q: 3 clusters Score -2.090405e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -20904126.000000 Penalty: 5910.982422
	Iteration 37Q: 3 clusters Score -2.090413e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 148242 members 
Entering Unmasked Estep 
Score: -20904156.000000 Penalty: 5910.982422
	Iteration 38Q: 3 clusters Score -2.090416e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -20904222.000000 Penalty: 5910.982422
	Iteration 39Q: 3 clusters Score -2.090422e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 148426 members 
Entering Unmasked Estep 
Score: -20904228.000000 Penalty: 5910.982422
	Iteration 40F: 3 clusters Score -2.090423e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 148479 members 
Entering Unmasked Estep 
Score: -20904248.000000 Penalty: 5910.982422
	Iteration 41Q: 3 clusters Score -2.090425e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 148520 members 
Entering Unmasked Estep 
Score: -20904262.000000 Penalty: 5910.982422
	Iteration 42Q: 3 clusters Score -2.090426e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 148556 members 
Entering Unmasked Estep 
Score: -20904312.000000 Penalty: 5910.982422
	Iteration 43Q: 3 clusters Score -2.090431e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 148582 members 
Entering Unmasked Estep 
Score: -20904310.000000 Penalty: 5910.982422
	Iteration 44Q: 3 clusters Score -2.090431e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 148610 members 
Entering Unmasked Estep 
Score: -20904322.000000 Penalty: 5910.982422
	Iteration 45Q: 3 clusters Score -2.090432e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 148639 members 
Entering Unmasked Estep 
Score: -20904326.000000 Penalty: 5910.982422
	Iteration 46Q: 3 clusters Score -2.090433e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 148661 members 
Entering Unmasked Estep 
Score: -20904330.000000 Penalty: 5910.982422
	Iteration 47Q: 3 clusters Score -2.090433e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 148686 members 
Entering Unmasked Estep 
Score: -20904350.000000 Penalty: 5910.982422
	Iteration 48Q: 3 clusters Score -2.090435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 148703 members 
Entering Unmasked Estep 
Score: -20904364.000000 Penalty: 5910.982422
	Iteration 49Q: 3 clusters Score -2.090436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 148721 members 
Entering Unmasked Estep 
Score: -20904372.000000 Penalty: 5910.982422
	Iteration 50Q: 3 clusters Score -2.090437e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -20904382.000000 Penalty: 5910.982422
	Iteration 51Q: 3 clusters Score -2.090438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -20904374.000000 Penalty: 5910.982422
	Iteration 52Q: 3 clusters Score -2.090437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 148763 members 
Entering Unmasked Estep 
Score: -20904376.000000 Penalty: 5910.982422
	Iteration 53Q: 3 clusters Score -2.090438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 148771 members 
Entering Unmasked Estep 
Score: -20904372.000000 Penalty: 5910.982422
	Iteration 54Q: 3 clusters Score -2.090437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -20904398.000000 Penalty: 5910.982422
	Iteration 55Q: 3 clusters Score -2.09044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -20904390.000000 Penalty: 5910.982422
	Iteration 56Q: 3 clusters Score -2.090439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 148792 members 
Entering Unmasked Estep 
Score: -20904406.000000 Penalty: 5910.982422
	Iteration 57Q: 3 clusters Score -2.090441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 148796 members 
Entering Unmasked Estep 
Score: -20904404.000000 Penalty: 5910.982422
	Iteration 58Q: 3 clusters Score -2.09044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 148799 members 
Entering Unmasked Estep 
Score: -20904418.000000 Penalty: 5910.982422
	Iteration 59Q: 3 clusters Score -2.090442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 148802 members 
Entering Unmasked Estep 
Score: -20904418.000000 Penalty: 5910.982422
	Iteration 60F: 3 clusters Score -2.090442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 148806 members 
Entering Unmasked Estep 
Score: -20904430.000000 Penalty: 5910.982422
	Iteration 61Q: 3 clusters Score -2.090443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -20904434.000000 Penalty: 5910.982422
	Iteration 62Q: 3 clusters Score -2.090443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -20904418.000000 Penalty: 5910.982422
	Iteration 63Q: 3 clusters Score -2.090442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 148814 members 
Entering Unmasked Estep 
Score: -20904438.000000 Penalty: 5910.982422
	Iteration 64Q: 3 clusters Score -2.090444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 148817 members 
Entering Unmasked Estep 
Score: -20904442.000000 Penalty: 5910.982422
	Iteration 65Q: 3 clusters Score -2.090444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 148821 members 
Entering Unmasked Estep 
Score: -20904440.000000 Penalty: 5910.982422
	Iteration 66Q: 3 clusters Score -2.090444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 148823 members 
Entering Unmasked Estep 
Score: -20904442.000000 Penalty: 5910.982422
	Iteration 67Q: 3 clusters Score -2.090444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 148826 members 
Entering Unmasked Estep 
Score: -20904446.000000 Penalty: 5910.982422
	Iteration 68Q: 3 clusters Score -2.090445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -20904454.000000 Penalty: 5910.982422
	Iteration 69Q: 3 clusters Score -2.090445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -20904454.000000 Penalty: 5910.982422
	Iteration 70Q: 3 clusters Score -2.090445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -20904472.000000 Penalty: 5910.982422
	Iteration 71Q: 3 clusters Score -2.090447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 148828 members 
Entering Unmasked Estep 
Score: -20904472.000000 Penalty: 5910.982422
	Iteration 72F: 3 clusters Score -2.090447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Entering Unmasked Estep 
Score: -276000.218750 Penalty: 1883.031860
	Iteration 0F: 2 clusters Score -276000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -273356.218750 Penalty: 3766.063721
	Iteration 0F: 3 clusters Score -273356.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -273791.781250 Penalty: 3766.063721
	Iteration 1F: 3 clusters Score -273791.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -273906.625000 Penalty: 3766.063721
	Iteration 2F: 3 clusters Score -273906.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -273971.437500 Penalty: 3766.063721
	Iteration 3Q: 3 clusters Score -273971.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -274002.562500 Penalty: 3766.063721
	Iteration 4Q: 3 clusters Score -274002.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274018.718750 Penalty: 3766.063721
	Iteration 5Q: 3 clusters Score -274018.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -274033.062500 Penalty: 3766.063721
	Iteration 6Q: 3 clusters Score -274033.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -274045.093750 Penalty: 3766.063721
	Iteration 7Q: 3 clusters Score -274045.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -274052.656250 Penalty: 3766.063721
	Iteration 8Q: 3 clusters Score -274052.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -274056.281250 Penalty: 3766.063721
	Iteration 9Q: 3 clusters Score -274056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274057.625000 Penalty: 3766.063721
	Iteration 10Q: 3 clusters Score -274057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -274057.625000 Penalty: 3766.063721
	Iteration 11F: 3 clusters Score -274057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -229267.046875 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -229267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -226855.828125 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -226855.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -227218.968750 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -227219 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -227342.765625 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -227342.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227401.515625 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -227401.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227436.859375 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -227436.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -227473.812500 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -227473.8 nChanged 25
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: -227501.312500 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -227501.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227531.437500 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -227531.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227552.718750 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -227552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227566.484375 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -227566.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227579.781250 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -227579.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -227590.296875 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -227590.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -227600.375000 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -227600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -227605.296875 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -227605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227610.500000 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -227610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227615.187500 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -227615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -227617.421875 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -227617.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -227620.218750 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -227620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -227622.531250 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -227622.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -227624.859375 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -227624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -227625.734375 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -227625.7 nChanged 1
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: -227626.125000 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -227626.1 nChanged 0
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: -227626.125000 Penalty: 3692.637207
	Iteration 22F: 3 clusters Score -227626.1 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -254715216.000000 Penalty: 75148.687500
24->22 Clusters: Score -254715216.000000, best is -256195168.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 615912 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 25866 members 
Mstep: Class 3 contains 25598 members 
Mstep: Class 4 contains 25470 members 
Mstep: Class 5 contains 25757 members 
Mstep: Class 6 contains 25770 members 
Mstep: Class 7 contains 25462 members 
Mstep: Class 8 contains 25338 members 
Mstep: Class 9 contains 25795 members 
Mstep: Class 10 contains 25847 members 
Mstep: Class 11 contains 25683 members 
Mstep: Class 12 contains 25859 members 
Mstep: Class 13 contains 25766 members 
Mstep: Class 14 contains 25944 members 
Mstep: Class 15 contains 25578 members 
Mstep: Class 16 contains 25481 members 
Mstep: Class 17 contains 25666 members 
Mstep: Class 18 contains 25648 members 
Mstep: Class 19 contains 25465 members 
Mstep: Class 20 contains 25684 members 
Mstep: Class 21 contains 25813 members 
Mstep: Class 22 contains 25611 members 
Mstep: Class 23 contains 25575 members 
Mstep: Class 24 contains 25811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 277.919464 but Gain 3306.054688
Score: -81912336.000000 Penalty: 76039.218750
Iteration 0F: 24 clusters Score -8.191234e+07 nChanged 587382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2089 members 
Mstep: Class 1 contains 88378 members 
Mstep: Class 2 contains 84403 members 
Mstep: Class 4 contains 16370 members 
Mstep: Class 5 contains 56603 members 
Mstep: Class 6 contains 10310 members 
Mstep: Class 7 contains 25040 members 
Mstep: Class 8 contains 15735 members 
Mstep: Class 9 contains 51341 members 
Mstep: Class 10 contains 7719 members 
Mstep: Class 11 contains 27470 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 13816 members 
Mstep: Class 15 contains 22949 members 
Mstep: Class 16 contains 26481 members 
Mstep: Class 17 contains 38780 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 14045 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 4577 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 48560 members 
Mstep: Class 24 contains 16276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1623.454224 but Gain 3306.054688
Score: -83988312.000000 Penalty: 72733.164062
Iteration 1F: 23 clusters Score -8.398831e+07 nChanged 193680
Entering Unmasked Mstep 
Mstep: Class 0 contains 1884 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 107754 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 54950 members 
Mstep: Class 6 contains 6279 members 
Mstep: Class 7 contains 22236 members 
Mstep: Class 8 contains 11406 members 
Mstep: Class 9 contains 56740 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 26407 members 
Mstep: Class 12 contains 12600 members 
Mstep: Class 13 contains 387 members 
Mstep: Class 14 contains 8820 members 
Mstep: Class 15 contains 18238 members 
Mstep: Class 16 contains 16163 members 
Mstep: Class 17 contains 42660 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 8239 members 
Mstep: Class 20 contains 1221 members 
Mstep: Class 22 contains 10713 members 
Mstep: Class 23 contains 52952 members 
Mstep: Class 24 contains 12878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3070.952637 but Gain 3306.046875
Score: -84331688.000000 Penalty: 69427.117188
Iteration 2F: 22 clusters Score -8.433169e+07 nChanged 132758
Entering Unmasked Mstep 
Mstep: Class 0 contains 307 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 119337 members 
Mstep: Class 4 contains 5536 members 
Mstep: Class 5 contains 53962 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 7344 members 
Mstep: Class 9 contains 54491 members 
Mstep: Class 11 contains 22840 members 
Mstep: Class 12 contains 9119 members 
Mstep: Class 13 contains 1115 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 12520 members 
Mstep: Class 16 contains 8202 members 
Mstep: Class 17 contains 51395 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 1177 members 
Mstep: Class 22 contains 6209 members 
Mstep: Class 23 contains 48809 members 
Mstep: Class 24 contains 9233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1855.884155 but Gain 3306.054688
Score: -84531160.000000 Penalty: 66121.062500
Iteration 3F: 21 clusters Score -8.453116e+07 nChanged 107575
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 210140 members 
Mstep: Class 2 contains 122667 members 
Mstep: Class 4 contains 3158 members 
Mstep: Class 5 contains 53311 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 15797 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 47835 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 6576 members 
Mstep: Class 13 contains 1193 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 16 contains 4115 members 
Mstep: Class 17 contains 60382 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 22 contains 3393 members 
Mstep: Class 23 contains 40982 members 
Mstep: Class 24 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1493.845581 but Gain 3306.054688
Score: -84596112.000000 Penalty: 62815.007812
Iteration 4F: 20 clusters Score -8.459611e+07 nChanged 85708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 219978 members 
Mstep: Class 2 contains 130349 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 53930 members 
Mstep: Class 7 contains 13177 members 
Mstep: Class 8 contains 3526 members 
Mstep: Class 9 contains 43916 members 
Mstep: Class 11 contains 17029 members 
Mstep: Class 12 contains 4898 members 
Mstep: Class 13 contains 1189 members 
Mstep: Class 14 contains 1964 members 
Mstep: Class 15 contains 5759 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 68985 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 22 contains 2013 members 
Mstep: Class 23 contains 35792 members 
Mstep: Class 24 contains 5764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1302.231812 but Gain 3306.050781
Score: -84635880.000000 Penalty: 59508.957031
Iteration 5F: 19 clusters Score -8.463588e+07 nChanged 69653
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 211720 members 
Mstep: Class 2 contains 144372 members 
Mstep: Class 5 contains 54504 members 
Mstep: Class 7 contains 11488 members 
Mstep: Class 8 contains 2964 members 
Mstep: Class 9 contains 41894 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 3851 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 14 contains 1501 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 77235 members 
Mstep: Class 18 contains 1856 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 22 contains 1336 members 
Mstep: Class 23 contains 32614 members 
Mstep: Class 24 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1108.793579 but Gain 3306.054688
Score: -84682816.000000 Penalty: 56202.902344
Iteration 6F: 18 clusters Score -8.468282e+07 nChanged 60246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 196897 members 
Mstep: Class 2 contains 161801 members 
Mstep: Class 5 contains 54040 members 
Mstep: Class 7 contains 10635 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 40707 members 
Mstep: Class 11 contains 16327 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 17 contains 83123 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 30544 members 
Mstep: Class 24 contains 4541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1475.876953 but Gain 3306.054688
Score: -84726192.000000 Penalty: 52896.847656
Iteration 7F: 17 clusters Score -8.472619e+07 nChanged 57944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 177601 members 
Mstep: Class 5 contains 54060 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 40174 members 
Mstep: Class 11 contains 16746 members 
Mstep: Class 12 contains 2765 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 87615 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 30125 members 
Mstep: Class 24 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2973.772949 but Gain 3306.050781
Score: -84755536.000000 Penalty: 49590.796875
Iteration 8F: 16 clusters Score -8.475554e+07 nChanged 55103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 168090 members 
Mstep: Class 2 contains 183380 members 
Mstep: Class 5 contains 55966 members 
Mstep: Class 7 contains 10504 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 40991 members 
Mstep: Class 11 contains 17469 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 92557 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 20 contains 1299 members 
Mstep: Class 23 contains 31094 members 
Mstep: Class 24 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84777864.000000 Penalty: 49590.796875
Iteration 9F: 16 clusters Score -8.477786e+07 nChanged 43079
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 162760 members 
Mstep: Class 2 contains 177585 members 
Mstep: Class 5 contains 59025 members 
Mstep: Class 7 contains 10859 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 11 contains 17846 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 1926 members 
Mstep: Class 17 contains 97682 members 
Mstep: Class 18 contains 1895 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 32358 members 
Mstep: Class 24 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84798112.000000 Penalty: 49590.796875
Iteration 10F: 16 clusters Score -8.479811e+07 nChanged 33504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 159958 members 
Mstep: Class 2 contains 169012 members 
Mstep: Class 5 contains 61932 members 
Mstep: Class 7 contains 11437 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 43538 members 
Mstep: Class 11 contains 18163 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 1892 members 
Mstep: Class 17 contains 102651 members 
Mstep: Class 18 contains 1880 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 23 contains 33781 members 
Mstep: Class 24 contains 3465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84812200.000000 Penalty: 49590.796875
Iteration 11F: 16 clusters Score -8.48122e+07 nChanged 26935
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 158096 members 
Mstep: Class 2 contains 160319 members 
Mstep: Class 5 contains 64178 members 
Mstep: Class 7 contains 12163 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 44755 members 
Mstep: Class 11 contains 18529 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3567 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 107338 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 20 contains 1303 members 
Mstep: Class 23 contains 35179 members 
Mstep: Class 24 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84826208.000000 Penalty: 49590.796875
Iteration 12Q: 16 clusters Score -8.482621e+07 nChanged 21907
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 155587 members 
Mstep: Class 2 contains 154331 members 
Mstep: Class 5 contains 65580 members 
Mstep: Class 7 contains 13000 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 45504 members 
Mstep: Class 11 contains 18929 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 3929 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 111315 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 36283 members 
Mstep: Class 24 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84836656.000000 Penalty: 49590.796875
Iteration 13Q: 16 clusters Score -8.483666e+07 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 153024 members 
Mstep: Class 2 contains 150823 members 
Mstep: Class 5 contains 66051 members 
Mstep: Class 7 contains 13904 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 45735 members 
Mstep: Class 11 contains 19342 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 114477 members 
Mstep: Class 18 contains 1743 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 36981 members 
Mstep: Class 24 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84843240.000000 Penalty: 49590.796875
Iteration 14Q: 16 clusters Score -8.484324e+07 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 150849 members 
Mstep: Class 2 contains 148592 members 
Mstep: Class 5 contains 65794 members 
Mstep: Class 7 contains 14790 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 45505 members 
Mstep: Class 11 contains 19780 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 4863 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 117294 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37440 members 
Mstep: Class 24 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84848360.000000 Penalty: 49590.796875
Iteration 15Q: 16 clusters Score -8.484836e+07 nChanged 14243
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 149125 members 
Mstep: Class 2 contains 147072 members 
Mstep: Class 5 contains 65096 members 
Mstep: Class 7 contains 15654 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 44989 members 
Mstep: Class 11 contains 20252 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 5328 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 119830 members 
Mstep: Class 18 contains 1667 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37663 members 
Mstep: Class 24 contains 2458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84852800.000000 Penalty: 49590.796875
Iteration 16Q: 16 clusters Score -8.48528e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 147681 members 
Mstep: Class 2 contains 145936 members 
Mstep: Class 5 contains 64023 members 
Mstep: Class 7 contains 16495 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 11 contains 20806 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 122214 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37753 members 
Mstep: Class 24 contains 2395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84855736.000000 Penalty: 49590.796875
Iteration 17Q: 16 clusters Score -8.485574e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 146606 members 
Mstep: Class 2 contains 145114 members 
Mstep: Class 5 contains 62713 members 
Mstep: Class 7 contains 17292 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 43668 members 
Mstep: Class 11 contains 21360 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 6160 members 
Mstep: Class 16 contains 1755 members 
Mstep: Class 17 contains 124468 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37679 members 
Mstep: Class 24 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84858472.000000 Penalty: 49590.796875
Iteration 18Q: 16 clusters Score -8.485847e+07 nChanged 13048
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145729 members 
Mstep: Class 2 contains 144286 members 
Mstep: Class 5 contains 61134 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 42996 members 
Mstep: Class 11 contains 21976 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 6524 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 126808 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37511 members 
Mstep: Class 24 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84861608.000000 Penalty: 49590.796875
Iteration 19Q: 16 clusters Score -8.486161e+07 nChanged 13121
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 145094 members 
Mstep: Class 2 contains 143540 members 
Mstep: Class 5 contains 59399 members 
Mstep: Class 7 contains 18816 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 42314 members 
Mstep: Class 11 contains 22592 members 
Mstep: Class 13 contains 1191 members 
Mstep: Class 15 contains 6877 members 
Mstep: Class 16 contains 1756 members 
Mstep: Class 17 contains 129040 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 37286 members 
Mstep: Class 24 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84865120.000000 Penalty: 49590.796875
Iteration 20F: 16 clusters Score -8.486512e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 144441 members 
Mstep: Class 2 contains 143053 members 
Mstep: Class 5 contains 57419 members 
Mstep: Class 7 contains 19560 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 9 contains 41720 members 
Mstep: Class 11 contains 23235 members 
Mstep: Class 13 contains 1190 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 1735 members 
Mstep: Class 17 contains 131064 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 37014 members 
Mstep: Class 24 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84867752.000000 Penalty: 49590.796875
Iteration 21Q: 16 clusters Score -8.486775e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 142869 members 
Mstep: Class 5 contains 55410 members 
Mstep: Class 7 contains 20247 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 11 contains 23812 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 7983 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 132871 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 36663 members 
Mstep: Class 24 contains 2594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84870600.000000 Penalty: 49590.796875
Iteration 22Q: 16 clusters Score -8.48706e+07 nChanged 13200
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 142804 members 
Mstep: Class 5 contains 53381 members 
Mstep: Class 7 contains 20916 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 40752 members 
Mstep: Class 11 contains 24404 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 8509 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 134535 members 
Mstep: Class 18 contains 1652 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 36275 members 
Mstep: Class 24 contains 2743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84873424.000000 Penalty: 49590.796875
Iteration 23Q: 16 clusters Score -8.487342e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 142456 members 
Mstep: Class 2 contains 142617 members 
Mstep: Class 5 contains 51394 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 11 contains 24954 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 136049 members 
Mstep: Class 18 contains 1670 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 35883 members 
Mstep: Class 24 contains 2910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84876016.000000 Penalty: 49590.796875
Iteration 24Q: 16 clusters Score -8.487602e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 141929 members 
Mstep: Class 2 contains 142485 members 
Mstep: Class 5 contains 49440 members 
Mstep: Class 7 contains 22098 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 40387 members 
Mstep: Class 11 contains 25416 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 9601 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 137421 members 
Mstep: Class 18 contains 1689 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 35389 members 
Mstep: Class 24 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84878280.000000 Penalty: 49590.796875
Iteration 25Q: 16 clusters Score -8.487828e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 142392 members 
Mstep: Class 5 contains 47513 members 
Mstep: Class 7 contains 22618 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 40607 members 
Mstep: Class 11 contains 25844 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 138709 members 
Mstep: Class 18 contains 1701 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 34770 members 
Mstep: Class 24 contains 3462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84880352.000000 Penalty: 49590.796875
Iteration 26Q: 16 clusters Score -8.488035e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 140543 members 
Mstep: Class 2 contains 142307 members 
Mstep: Class 5 contains 45619 members 
Mstep: Class 7 contains 23087 members 
Mstep: Class 8 contains 2770 members 
Mstep: Class 9 contains 41087 members 
Mstep: Class 11 contains 26223 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 10658 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 139824 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 34019 members 
Mstep: Class 24 contains 3894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84882824.000000 Penalty: 49590.796875
Iteration 27Q: 16 clusters Score -8.488282e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 142232 members 
Mstep: Class 5 contains 43660 members 
Mstep: Class 7 contains 23518 members 
Mstep: Class 8 contains 2765 members 
Mstep: Class 9 contains 41858 members 
Mstep: Class 11 contains 26541 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 11189 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 140863 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 33208 members 
Mstep: Class 24 contains 4402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84884616.000000 Penalty: 49590.796875
Iteration 28Q: 16 clusters Score -8.488462e+07 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 142241 members 
Mstep: Class 5 contains 41671 members 
Mstep: Class 7 contains 23905 members 
Mstep: Class 8 contains 2776 members 
Mstep: Class 9 contains 42843 members 
Mstep: Class 11 contains 26806 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 141819 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 20 contains 1302 members 
Mstep: Class 23 contains 32298 members 
Mstep: Class 24 contains 5016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84886864.000000 Penalty: 49590.796875
Iteration 29Q: 16 clusters Score -8.488686e+07 nChanged 12410
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 138006 members 
Mstep: Class 2 contains 142112 members 
Mstep: Class 5 contains 39787 members 
Mstep: Class 7 contains 24277 members 
Mstep: Class 8 contains 2831 members 
Mstep: Class 9 contains 43963 members 
Mstep: Class 11 contains 27068 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 12292 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 142671 members 
Mstep: Class 18 contains 1719 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 31369 members 
Mstep: Class 24 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84889040.000000 Penalty: 49590.796875
Iteration 30Q: 16 clusters Score -8.488904e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 137092 members 
Mstep: Class 2 contains 142186 members 
Mstep: Class 5 contains 37979 members 
Mstep: Class 7 contains 24575 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 45215 members 
Mstep: Class 11 contains 27250 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 12818 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 143412 members 
Mstep: Class 18 contains 1722 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 30396 members 
Mstep: Class 24 contains 6207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84891832.000000 Penalty: 49590.796875
Iteration 31Q: 16 clusters Score -8.489183e+07 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 136077 members 
Mstep: Class 2 contains 142284 members 
Mstep: Class 5 contains 36322 members 
Mstep: Class 7 contains 24831 members 
Mstep: Class 8 contains 2949 members 
Mstep: Class 9 contains 46565 members 
Mstep: Class 11 contains 27444 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 13374 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 143998 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 29444 members 
Mstep: Class 24 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84893368.000000 Penalty: 49590.796875
Iteration 32Q: 16 clusters Score -8.489337e+07 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 135011 members 
Mstep: Class 2 contains 142352 members 
Mstep: Class 5 contains 34738 members 
Mstep: Class 7 contains 25094 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 47973 members 
Mstep: Class 11 contains 27607 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 13995 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 144489 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 28572 members 
Mstep: Class 24 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84895032.000000 Penalty: 49590.796875
Iteration 33Q: 16 clusters Score -8.489503e+07 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 142335 members 
Mstep: Class 5 contains 33278 members 
Mstep: Class 7 contains 25335 members 
Mstep: Class 8 contains 3185 members 
Mstep: Class 9 contains 49455 members 
Mstep: Class 11 contains 27763 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 14631 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 144969 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 27729 members 
Mstep: Class 24 contains 7451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84896160.000000 Penalty: 49590.796875
Iteration 34Q: 16 clusters Score -8.489616e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 132615 members 
Mstep: Class 2 contains 142247 members 
Mstep: Class 5 contains 31980 members 
Mstep: Class 7 contains 25513 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 50974 members 
Mstep: Class 11 contains 27928 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 15294 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 145342 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 7749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84897488.000000 Penalty: 49590.796875
Iteration 35Q: 16 clusters Score -8.489749e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 131327 members 
Mstep: Class 2 contains 142268 members 
Mstep: Class 5 contains 30781 members 
Mstep: Class 7 contains 25676 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 52471 members 
Mstep: Class 11 contains 28074 members 
Mstep: Class 13 contains 1187 members 
Mstep: Class 15 contains 15914 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 145649 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 26206 members 
Mstep: Class 24 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84898144.000000 Penalty: 49590.796875
Iteration 36Q: 16 clusters Score -8.489814e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 130043 members 
Mstep: Class 2 contains 142159 members 
Mstep: Class 5 contains 29714 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 53977 members 
Mstep: Class 11 contains 28248 members 
Mstep: Class 13 contains 1188 members 
Mstep: Class 15 contains 16522 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 145950 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 23 contains 25444 members 
Mstep: Class 24 contains 8275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84899464.000000 Penalty: 49590.796875
Iteration 37Q: 16 clusters Score -8.489946e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 128844 members 
Mstep: Class 2 contains 142007 members 
Mstep: Class 5 contains 28764 members 
Mstep: Class 7 contains 25942 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 55503 members 
Mstep: Class 11 contains 28403 members 
Mstep: Class 13 contains 1189 members 
Mstep: Class 15 contains 17054 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 146171 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 24755 members 
Mstep: Class 24 contains 8497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84900144.000000 Penalty: 49590.796875
Iteration 38Q: 16 clusters Score -8.490014e+07 nChanged 8433
Entering ConstructFrom: 
Score: -84900144.000000 Penalty: 49590.796875
Entering ConstructFrom: 
Trying to split cluster 1 (127730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127730 members 
Entering Unmasked Estep 
Score: -17864978.000000 Penalty: 2915.903320
	Iteration 0F: 2 clusters Score -1.786498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63543 members 
Mstep: Class 2 contains 64187 members 
Entering Unmasked Estep 
Score: -17784138.000000 Penalty: 5831.806641
	Iteration 0F: 3 clusters Score -1.778414e+07 nChanged 60711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -17819684.000000 Penalty: 5831.806641
	Iteration 1F: 3 clusters Score -1.781968e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57084 members 
Mstep: Class 2 contains 70646 members 
Entering Unmasked Estep 
Score: -17821380.000000 Penalty: 5831.806641
	Iteration 2Q: 3 clusters Score -1.782138e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -17824012.000000 Penalty: 5831.806641
	Iteration 3Q: 3 clusters Score -1.782401e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -17828498.000000 Penalty: 5831.806641
	Iteration 4F: 3 clusters Score -1.78285e+07 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -17835158.000000 Penalty: 5831.806641
	Iteration 5F: 3 clusters Score -1.783516e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 94763 members 
Entering Unmasked Estep 
Score: -17842764.000000 Penalty: 5831.806641
	Iteration 6F: 3 clusters Score -1.784276e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -17849414.000000 Penalty: 5831.806641
	Iteration 7F: 3 clusters Score -1.784941e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -17853868.000000 Penalty: 5831.806641
	Iteration 8F: 3 clusters Score -1.785387e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 110688 members 
Entering Unmasked Estep 
Score: -17856692.000000 Penalty: 5831.806641
	Iteration 9Q: 3 clusters Score -1.785669e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -17858162.000000 Penalty: 5831.806641
	Iteration 10Q: 3 clusters Score -1.785816e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 115189 members 
Entering Unmasked Estep 
Score: -17859046.000000 Penalty: 5831.806641
	Iteration 11Q: 3 clusters Score -1.785905e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 116781 members 
Entering Unmasked Estep 
Score: -17859676.000000 Penalty: 5831.806641
	Iteration 12Q: 3 clusters Score -1.785968e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 118068 members 
Entering Unmasked Estep 
Score: -17860286.000000 Penalty: 5831.806641
	Iteration 13Q: 3 clusters Score -1.786029e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -17860790.000000 Penalty: 5831.806641
	Iteration 14Q: 3 clusters Score -1.786079e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 120133 members 
Entering Unmasked Estep 
Score: -17861310.000000 Penalty: 5831.806641
	Iteration 15Q: 3 clusters Score -1.786131e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 120899 members 
Entering Unmasked Estep 
Score: -17861898.000000 Penalty: 5831.806641
	Iteration 16Q: 3 clusters Score -1.78619e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 121463 members 
Entering Unmasked Estep 
Score: -17862346.000000 Penalty: 5831.806641
	Iteration 17Q: 3 clusters Score -1.786235e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 121850 members 
Entering Unmasked Estep 
Score: -17862690.000000 Penalty: 5831.806641
	Iteration 18Q: 3 clusters Score -1.786269e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -17862924.000000 Penalty: 5831.806641
	Iteration 19Q: 3 clusters Score -1.786292e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 122294 members 
Entering Unmasked Estep 
Score: -17863002.000000 Penalty: 5831.806641
	Iteration 20F: 3 clusters Score -1.7863e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 122423 members 
Entering Unmasked Estep 
Score: -17863070.000000 Penalty: 5831.806641
	Iteration 21Q: 3 clusters Score -1.786307e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 122522 members 
Entering Unmasked Estep 
Score: -17863120.000000 Penalty: 5831.806641
	Iteration 22Q: 3 clusters Score -1.786312e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 122600 members 
Entering Unmasked Estep 
Score: -17863120.000000 Penalty: 5831.806641
	Iteration 23Q: 3 clusters Score -1.786312e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 122670 members 
Entering Unmasked Estep 
Score: -17863174.000000 Penalty: 5831.806641
	Iteration 24Q: 3 clusters Score -1.786317e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 122722 members 
Entering Unmasked Estep 
Score: -17863190.000000 Penalty: 5831.806641
	Iteration 25Q: 3 clusters Score -1.786319e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 122755 members 
Entering Unmasked Estep 
Score: -17863204.000000 Penalty: 5831.806641
	Iteration 26Q: 3 clusters Score -1.78632e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -17863186.000000 Penalty: 5831.806641
	Iteration 27Q: 3 clusters Score -1.786319e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 122812 members 
Entering Unmasked Estep 
Score: -17863244.000000 Penalty: 5831.806641
	Iteration 28Q: 3 clusters Score -1.786324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 122847 members 
Entering Unmasked Estep 
Score: -17863258.000000 Penalty: 5831.806641
	Iteration 29Q: 3 clusters Score -1.786326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 122869 members 
Entering Unmasked Estep 
Score: -17863268.000000 Penalty: 5831.806641
	Iteration 30Q: 3 clusters Score -1.786327e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -17863278.000000 Penalty: 5831.806641
	Iteration 31Q: 3 clusters Score -1.786328e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -17863288.000000 Penalty: 5831.806641
	Iteration 32Q: 3 clusters Score -1.786329e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 122898 members 
Entering Unmasked Estep 
Score: -17863302.000000 Penalty: 5831.806641
	Iteration 33Q: 3 clusters Score -1.78633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -17863302.000000 Penalty: 5831.806641
	Iteration 34Q: 3 clusters Score -1.78633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 122900 members 
Entering Unmasked Estep 
Score: -17863300.000000 Penalty: 5831.806641
	Iteration 35Q: 3 clusters Score -1.78633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 122896 members 
Entering Unmasked Estep 
Score: -17863296.000000 Penalty: 5831.806641
	Iteration 36Q: 3 clusters Score -1.78633e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -17863318.000000 Penalty: 5831.806641
	Iteration 37Q: 3 clusters Score -1.786332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -17863324.000000 Penalty: 5831.806641
	Iteration 38Q: 3 clusters Score -1.786332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -17863342.000000 Penalty: 5831.806641
	Iteration 39Q: 3 clusters Score -1.786334e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -17863344.000000 Penalty: 5831.806641
	Iteration 40F: 3 clusters Score -1.786334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -17863348.000000 Penalty: 5831.806641
	Iteration 41Q: 3 clusters Score -1.786335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -17863342.000000 Penalty: 5831.806641
	Iteration 42Q: 3 clusters Score -1.786334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -17863340.000000 Penalty: 5831.806641
	Iteration 43Q: 3 clusters Score -1.786334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 122878 members 
Entering Unmasked Estep 
Score: -17863338.000000 Penalty: 5831.806641
	Iteration 44Q: 3 clusters Score -1.786334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 122876 members 
Entering Unmasked Estep 
Score: -17863346.000000 Penalty: 5831.806641
	Iteration 45Q: 3 clusters Score -1.786335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 122874 members 
Entering Unmasked Estep 
Score: -17863348.000000 Penalty: 5831.806641
	Iteration 46Q: 3 clusters Score -1.786335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -17863336.000000 Penalty: 5831.806641
	Iteration 47Q: 3 clusters Score -1.786334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -17863328.000000 Penalty: 5831.806641
	Iteration 48Q: 3 clusters Score -1.786333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -17863336.000000 Penalty: 5831.806641
	Iteration 49Q: 3 clusters Score -1.786334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 122870 members 
Entering Unmasked Estep 
Score: -17863338.000000 Penalty: 5831.806641
	Iteration 50Q: 3 clusters Score -1.786334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -17863348.000000 Penalty: 5831.806641
	Iteration 51Q: 3 clusters Score -1.786335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -17863352.000000 Penalty: 5831.806641
	Iteration 52Q: 3 clusters Score -1.786335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -17863352.000000 Penalty: 5831.806641
	Iteration 53Q: 3 clusters Score -1.786335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 122872 members 
Entering Unmasked Estep 
Score: -17863352.000000 Penalty: 5831.806641
	Iteration 54F: 3 clusters Score -1.786335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (141811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Entering Unmasked Estep 
Score: -19872956.000000 Penalty: 2941.838135
	Iteration 0F: 2 clusters Score -1.987296e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70892 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -19780890.000000 Penalty: 5883.676270
	Iteration 0F: 3 clusters Score -1.978089e+07 nChanged 67550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -19819738.000000 Penalty: 5883.676270
	Iteration 1F: 3 clusters Score -1.981974e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69640 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -19820700.000000 Penalty: 5883.676270
	Iteration 2Q: 3 clusters Score -1.98207e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68773 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -19821684.000000 Penalty: 5883.676270
	Iteration 3Q: 3 clusters Score -1.982168e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67491 members 
Mstep: Class 2 contains 74320 members 
Entering Unmasked Estep 
Score: -19822928.000000 Penalty: 5883.676270
	Iteration 4Q: 3 clusters Score -1.982293e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65437 members 
Mstep: Class 2 contains 76374 members 
Entering Unmasked Estep 
Score: -19824576.000000 Penalty: 5883.676270
	Iteration 5Q: 3 clusters Score -1.982458e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62567 members 
Mstep: Class 2 contains 79244 members 
Entering Unmasked Estep 
Score: -19827026.000000 Penalty: 5883.676270
	Iteration 6Q: 3 clusters Score -1.982703e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -19830746.000000 Penalty: 5883.676270
	Iteration 7F: 3 clusters Score -1.983075e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 87829 members 
Entering Unmasked Estep 
Score: -19836222.000000 Penalty: 5883.676270
	Iteration 8F: 3 clusters Score -1.983622e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 92731 members 
Entering Unmasked Estep 
Score: -19843292.000000 Penalty: 5883.676270
	Iteration 9F: 3 clusters Score -1.984329e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -19849404.000000 Penalty: 5883.676270
	Iteration 10F: 3 clusters Score -1.98494e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 98966 members 
Entering Unmasked Estep 
Score: -19853008.000000 Penalty: 5883.676270
	Iteration 11Q: 3 clusters Score -1.985301e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 100531 members 
Entering Unmasked Estep 
Score: -19854650.000000 Penalty: 5883.676270
	Iteration 12Q: 3 clusters Score -1.985465e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 101806 members 
Entering Unmasked Estep 
Score: -19855400.000000 Penalty: 5883.676270
	Iteration 13Q: 3 clusters Score -1.98554e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 102960 members 
Entering Unmasked Estep 
Score: -19855842.000000 Penalty: 5883.676270
	Iteration 14Q: 3 clusters Score -1.985584e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 104066 members 
Entering Unmasked Estep 
Score: -19856294.000000 Penalty: 5883.676270
	Iteration 15Q: 3 clusters Score -1.985629e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 105180 members 
Entering Unmasked Estep 
Score: -19856694.000000 Penalty: 5883.676270
	Iteration 16Q: 3 clusters Score -1.985669e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -19857006.000000 Penalty: 5883.676270
	Iteration 17Q: 3 clusters Score -1.985701e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 107297 members 
Entering Unmasked Estep 
Score: -19857360.000000 Penalty: 5883.676270
	Iteration 18Q: 3 clusters Score -1.985736e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 108309 members 
Entering Unmasked Estep 
Score: -19857672.000000 Penalty: 5883.676270
	Iteration 19Q: 3 clusters Score -1.985767e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -19858148.000000 Penalty: 5883.676270
	Iteration 20F: 3 clusters Score -1.985815e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -19858548.000000 Penalty: 5883.676270
	Iteration 21Q: 3 clusters Score -1.985855e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 111513 members 
Entering Unmasked Estep 
Score: -19858918.000000 Penalty: 5883.676270
	Iteration 22Q: 3 clusters Score -1.985892e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 112641 members 
Entering Unmasked Estep 
Score: -19859328.000000 Penalty: 5883.676270
	Iteration 23Q: 3 clusters Score -1.985933e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -19859756.000000 Penalty: 5883.676270
	Iteration 24Q: 3 clusters Score -1.985976e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 115028 members 
Entering Unmasked Estep 
Score: -19860108.000000 Penalty: 5883.676270
	Iteration 25Q: 3 clusters Score -1.986011e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 116229 members 
Entering Unmasked Estep 
Score: -19860616.000000 Penalty: 5883.676270
	Iteration 26Q: 3 clusters Score -1.986062e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 117444 members 
Entering Unmasked Estep 
Score: -19861008.000000 Penalty: 5883.676270
	Iteration 27Q: 3 clusters Score -1.986101e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 118668 members 
Entering Unmasked Estep 
Score: -19861368.000000 Penalty: 5883.676270
	Iteration 28Q: 3 clusters Score -1.986137e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -19861784.000000 Penalty: 5883.676270
	Iteration 29Q: 3 clusters Score -1.986178e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 121056 members 
Entering Unmasked Estep 
Score: -19862172.000000 Penalty: 5883.676270
	Iteration 30Q: 3 clusters Score -1.986217e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 122312 members 
Entering Unmasked Estep 
Score: -19862614.000000 Penalty: 5883.676270
	Iteration 31Q: 3 clusters Score -1.986261e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -19863160.000000 Penalty: 5883.676270
	Iteration 32Q: 3 clusters Score -1.986316e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 124836 members 
Entering Unmasked Estep 
Score: -19863618.000000 Penalty: 5883.676270
	Iteration 33Q: 3 clusters Score -1.986362e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 126139 members 
Entering Unmasked Estep 
Score: -19864076.000000 Penalty: 5883.676270
	Iteration 34Q: 3 clusters Score -1.986408e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 127438 members 
Entering Unmasked Estep 
Score: -19864592.000000 Penalty: 5883.676270
	Iteration 35Q: 3 clusters Score -1.986459e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 128726 members 
Entering Unmasked Estep 
Score: -19865174.000000 Penalty: 5883.676270
	Iteration 36Q: 3 clusters Score -1.986517e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 130016 members 
Entering Unmasked Estep 
Score: -19865684.000000 Penalty: 5883.676270
	Iteration 37Q: 3 clusters Score -1.986568e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 131211 members 
Entering Unmasked Estep 
Score: -19866182.000000 Penalty: 5883.676270
	Iteration 38Q: 3 clusters Score -1.986618e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 132343 members 
Entering Unmasked Estep 
Score: -19866720.000000 Penalty: 5883.676270
	Iteration 39Q: 3 clusters Score -1.986672e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 133397 members 
Entering Unmasked Estep 
Score: -19867168.000000 Penalty: 5883.676270
	Iteration 40F: 3 clusters Score -1.986717e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 134356 members 
Entering Unmasked Estep 
Score: -19867496.000000 Penalty: 5883.676270
	Iteration 41Q: 3 clusters Score -1.98675e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 135296 members 
Entering Unmasked Estep 
Score: -19867912.000000 Penalty: 5883.676270
	Iteration 42Q: 3 clusters Score -1.986791e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 136180 members 
Entering Unmasked Estep 
Score: -19868298.000000 Penalty: 5883.676270
	Iteration 43Q: 3 clusters Score -1.98683e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 136959 members 
Entering Unmasked Estep 
Score: -19868642.000000 Penalty: 5883.676270
	Iteration 44Q: 3 clusters Score -1.986864e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 137617 members 
Entering Unmasked Estep 
Score: -19869024.000000 Penalty: 5883.676270
	Iteration 45Q: 3 clusters Score -1.986902e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 138209 members 
Entering Unmasked Estep 
Score: -19869256.000000 Penalty: 5883.676270
	Iteration 46Q: 3 clusters Score -1.986926e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 138697 members 
Entering Unmasked Estep 
Score: -19869498.000000 Penalty: 5883.676270
	Iteration 47Q: 3 clusters Score -1.98695e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 139101 members 
Entering Unmasked Estep 
Score: -19869662.000000 Penalty: 5883.676270
	Iteration 48Q: 3 clusters Score -1.986966e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 139415 members 
Entering Unmasked Estep 
Score: -19869816.000000 Penalty: 5883.676270
	Iteration 49Q: 3 clusters Score -1.986982e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 139671 members 
Entering Unmasked Estep 
Score: -19869888.000000 Penalty: 5883.676270
	Iteration 50Q: 3 clusters Score -1.986989e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 139883 members 
Entering Unmasked Estep 
Score: -19870006.000000 Penalty: 5883.676270
	Iteration 51Q: 3 clusters Score -1.987001e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 140056 members 
Entering Unmasked Estep 
Score: -19870080.000000 Penalty: 5883.676270
	Iteration 52Q: 3 clusters Score -1.987008e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 140202 members 
Entering Unmasked Estep 
Score: -19870142.000000 Penalty: 5883.676270
	Iteration 53Q: 3 clusters Score -1.987014e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 140330 members 
Entering Unmasked Estep 
Score: -19870232.000000 Penalty: 5883.676270
	Iteration 54Q: 3 clusters Score -1.987023e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 140425 members 
Entering Unmasked Estep 
Score: -19870282.000000 Penalty: 5883.676270
	Iteration 55Q: 3 clusters Score -1.987028e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 140503 members 
Entering Unmasked Estep 
Score: -19870288.000000 Penalty: 5883.676270
	Iteration 56Q: 3 clusters Score -1.987029e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -19870288.000000 Penalty: 5883.676270
	Iteration 57Q: 3 clusters Score -1.987029e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 140621 members 
Entering Unmasked Estep 
Score: -19870306.000000 Penalty: 5883.676270
	Iteration 58Q: 3 clusters Score -1.987031e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 140666 members 
Entering Unmasked Estep 
Score: -19870354.000000 Penalty: 5883.676270
	Iteration 59Q: 3 clusters Score -1.987035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -19870382.000000 Penalty: 5883.676270
	Iteration 60F: 3 clusters Score -1.987038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -19870400.000000 Penalty: 5883.676270
	Iteration 61Q: 3 clusters Score -1.98704e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 140764 members 
Entering Unmasked Estep 
Score: -19870414.000000 Penalty: 5883.676270
	Iteration 62Q: 3 clusters Score -1.987041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 140777 members 
Entering Unmasked Estep 
Score: -19870410.000000 Penalty: 5883.676270
	Iteration 63Q: 3 clusters Score -1.987041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 140789 members 
Entering Unmasked Estep 
Score: -19870406.000000 Penalty: 5883.676270
	Iteration 64Q: 3 clusters Score -1.987041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 140803 members 
Entering Unmasked Estep 
Score: -19870404.000000 Penalty: 5883.676270
	Iteration 65Q: 3 clusters Score -1.98704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 140817 members 
Entering Unmasked Estep 
Score: -19870408.000000 Penalty: 5883.676270
	Iteration 66Q: 3 clusters Score -1.987041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 140826 members 
Entering Unmasked Estep 
Score: -19870432.000000 Penalty: 5883.676270
	Iteration 67Q: 3 clusters Score -1.987043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 140834 members 
Entering Unmasked Estep 
Score: -19870440.000000 Penalty: 5883.676270
	Iteration 68Q: 3 clusters Score -1.987044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 140838 members 
Entering Unmasked Estep 
Score: -19870432.000000 Penalty: 5883.676270
	Iteration 69Q: 3 clusters Score -1.987043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 140843 members 
Entering Unmasked Estep 
Score: -19870436.000000 Penalty: 5883.676270
	Iteration 70Q: 3 clusters Score -1.987044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 140845 members 
Entering Unmasked Estep 
Score: -19870438.000000 Penalty: 5883.676270
	Iteration 71Q: 3 clusters Score -1.987044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -19870414.000000 Penalty: 5883.676270
	Iteration 72Q: 3 clusters Score -1.987041e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 140849 members 
Entering Unmasked Estep 
Score: -19870422.000000 Penalty: 5883.676270
	Iteration 73Q: 3 clusters Score -1.987042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -19870424.000000 Penalty: 5883.676270
	Iteration 74Q: 3 clusters Score -1.987042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 140856 members 
Entering Unmasked Estep 
Score: -19870436.000000 Penalty: 5883.676270
	Iteration 75Q: 3 clusters Score -1.987044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 140858 members 
Entering Unmasked Estep 
Score: -19870430.000000 Penalty: 5883.676270
	Iteration 76Q: 3 clusters Score -1.987043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -19870432.000000 Penalty: 5883.676270
	Iteration 77Q: 3 clusters Score -1.987043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 140873 members 
Entering Unmasked Estep 
Score: -19870450.000000 Penalty: 5883.676270
	Iteration 78Q: 3 clusters Score -1.987045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -19870440.000000 Penalty: 5883.676270
	Iteration 79Q: 3 clusters Score -1.987044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -19870440.000000 Penalty: 5883.676270
	Iteration 80F: 3 clusters Score -1.987044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Entering Unmasked Estep 
Score: -3899184.750000 Penalty: 2538.533936
	Iteration 0F: 2 clusters Score -3899185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3879915.500000 Penalty: 5077.067871
	Iteration 0F: 3 clusters Score -3879916 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3886920.250000 Penalty: 5077.067871
	Iteration 1F: 3 clusters Score -3886920 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3887679.500000 Penalty: 5077.067871
	Iteration 2F: 3 clusters Score -3887680 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3888591.750000 Penalty: 5077.067871
	Iteration 3F: 3 clusters Score -3888592 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3889537.500000 Penalty: 5077.067871
	Iteration 4F: 3 clusters Score -3889538 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3890485.750000 Penalty: 5077.067871
	Iteration 5F: 3 clusters Score -3890486 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3891623.750000 Penalty: 5077.067871
	Iteration 6F: 3 clusters Score -3891624 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3892903.500000 Penalty: 5077.067871
	Iteration 7F: 3 clusters Score -3892904 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3894176.500000 Penalty: 5077.067871
	Iteration 8F: 3 clusters Score -3894176 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3895076.000000 Penalty: 5077.067871
	Iteration 9Q: 3 clusters Score -3895076 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -3895573.750000 Penalty: 5077.067871
	Iteration 10Q: 3 clusters Score -3895574 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -3895916.750000 Penalty: 5077.067871
	Iteration 11Q: 3 clusters Score -3895917 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3896227.000000 Penalty: 5077.067871
	Iteration 12Q: 3 clusters Score -3896227 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3896514.750000 Penalty: 5077.067871
	Iteration 13Q: 3 clusters Score -3896515 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -3896722.500000 Penalty: 5077.067871
	Iteration 14Q: 3 clusters Score -3896722 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3896895.500000 Penalty: 5077.067871
	Iteration 15Q: 3 clusters Score -3896896 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3897078.750000 Penalty: 5077.067871
	Iteration 16Q: 3 clusters Score -3897079 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3897244.250000 Penalty: 5077.067871
	Iteration 17Q: 3 clusters Score -3897244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3897406.500000 Penalty: 5077.067871
	Iteration 18Q: 3 clusters Score -3897406 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3897583.000000 Penalty: 5077.067871
	Iteration 19Q: 3 clusters Score -3897583 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3897741.500000 Penalty: 5077.067871
	Iteration 20F: 3 clusters Score -3897742 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3897913.000000 Penalty: 5077.067871
	Iteration 21Q: 3 clusters Score -3897913 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3898042.500000 Penalty: 5077.067871
	Iteration 22Q: 3 clusters Score -3898042 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3898137.500000 Penalty: 5077.067871
	Iteration 23Q: 3 clusters Score -3898138 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3898233.750000 Penalty: 5077.067871
	Iteration 24Q: 3 clusters Score -3898234 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3898332.500000 Penalty: 5077.067871
	Iteration 25Q: 3 clusters Score -3898332 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3898409.750000 Penalty: 5077.067871
	Iteration 26Q: 3 clusters Score -3898410 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3898509.250000 Penalty: 5077.067871
	Iteration 27Q: 3 clusters Score -3898509 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3898623.500000 Penalty: 5077.067871
	Iteration 28Q: 3 clusters Score -3898624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3898698.500000 Penalty: 5077.067871
	Iteration 29Q: 3 clusters Score -3898698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3898768.750000 Penalty: 5077.067871
	Iteration 30Q: 3 clusters Score -3898769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3898823.250000 Penalty: 5077.067871
	Iteration 31Q: 3 clusters Score -3898823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3898845.750000 Penalty: 5077.067871
	Iteration 32Q: 3 clusters Score -3898846 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3898866.750000 Penalty: 5077.067871
	Iteration 33Q: 3 clusters Score -3898867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3898884.750000 Penalty: 5077.067871
	Iteration 34Q: 3 clusters Score -3898885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3898890.500000 Penalty: 5077.067871
	Iteration 35Q: 3 clusters Score -3898890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3898903.500000 Penalty: 5077.067871
	Iteration 36Q: 3 clusters Score -3898904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3898917.750000 Penalty: 5077.067871
	Iteration 37Q: 3 clusters Score -3898918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3898913.750000 Penalty: 5077.067871
	Iteration 38Q: 3 clusters Score -3898914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3898914.750000 Penalty: 5077.067871
	Iteration 39Q: 3 clusters Score -3898915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3898915.250000 Penalty: 5077.067871
	Iteration 40F: 3 clusters Score -3898915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3898917.000000 Penalty: 5077.067871
	Iteration 41Q: 3 clusters Score -3898917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3898915.750000 Penalty: 5077.067871
	Iteration 42Q: 3 clusters Score -3898916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3898918.500000 Penalty: 5077.067871
	Iteration 43Q: 3 clusters Score -3898918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3898919.250000 Penalty: 5077.067871
	Iteration 44Q: 3 clusters Score -3898919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3898919.500000 Penalty: 5077.067871
	Iteration 45Q: 3 clusters Score -3898920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3898919.500000 Penalty: 5077.067871
	Iteration 46F: 3 clusters Score -3898920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Entering Unmasked Estep 
Score: -3549498.750000 Penalty: 2521.893311
	Iteration 0F: 2 clusters Score -3549499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -3531514.250000 Penalty: 5043.786621
	Iteration 0F: 3 clusters Score -3531514 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -3538056.500000 Penalty: 5043.786621
	Iteration 1F: 3 clusters Score -3538056 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3538948.250000 Penalty: 5043.786621
	Iteration 2F: 3 clusters Score -3538948 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3540013.000000 Penalty: 5043.786621
	Iteration 3F: 3 clusters Score -3540013 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3541253.750000 Penalty: 5043.786621
	Iteration 4F: 3 clusters Score -3541254 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3542608.500000 Penalty: 5043.786621
	Iteration 5F: 3 clusters Score -3542608 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3543938.500000 Penalty: 5043.786621
	Iteration 6F: 3 clusters Score -3543938 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -3544960.750000 Penalty: 5043.786621
	Iteration 7F: 3 clusters Score -3544961 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3545619.500000 Penalty: 5043.786621
	Iteration 8Q: 3 clusters Score -3545620 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3545937.750000 Penalty: 5043.786621
	Iteration 9Q: 3 clusters Score -3545938 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -3546091.000000 Penalty: 5043.786621
	Iteration 10Q: 3 clusters Score -3546091 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3546203.000000 Penalty: 5043.786621
	Iteration 11Q: 3 clusters Score -3546203 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -3546254.000000 Penalty: 5043.786621
	Iteration 12Q: 3 clusters Score -3546254 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3546296.000000 Penalty: 5043.786621
	Iteration 13Q: 3 clusters Score -3546296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3546329.000000 Penalty: 5043.786621
	Iteration 14Q: 3 clusters Score -3546329 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3546373.000000 Penalty: 5043.786621
	Iteration 15Q: 3 clusters Score -3546373 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3546418.500000 Penalty: 5043.786621
	Iteration 16Q: 3 clusters Score -3546418 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3546455.000000 Penalty: 5043.786621
	Iteration 17Q: 3 clusters Score -3546455 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3546501.250000 Penalty: 5043.786621
	Iteration 18Q: 3 clusters Score -3546501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3546577.000000 Penalty: 5043.786621
	Iteration 19Q: 3 clusters Score -3546577 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3546656.000000 Penalty: 5043.786621
	Iteration 20F: 3 clusters Score -3546656 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3546743.000000 Penalty: 5043.786621
	Iteration 21Q: 3 clusters Score -3546743 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3546868.250000 Penalty: 5043.786621
	Iteration 22Q: 3 clusters Score -3546868 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -3547012.250000 Penalty: 5043.786621
	Iteration 23Q: 3 clusters Score -3547012 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -3547146.750000 Penalty: 5043.786621
	Iteration 24Q: 3 clusters Score -3547147 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3547285.000000 Penalty: 5043.786621
	Iteration 25Q: 3 clusters Score -3547285 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -3547444.750000 Penalty: 5043.786621
	Iteration 26Q: 3 clusters Score -3547445 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3547642.250000 Penalty: 5043.786621
	Iteration 27Q: 3 clusters Score -3547642 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3547867.500000 Penalty: 5043.786621
	Iteration 28Q: 3 clusters Score -3547868 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3548129.250000 Penalty: 5043.786621
	Iteration 29Q: 3 clusters Score -3548129 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3548407.250000 Penalty: 5043.786621
	Iteration 30Q: 3 clusters Score -3548407 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3548630.000000 Penalty: 5043.786621
	Iteration 31Q: 3 clusters Score -3548630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -3548760.000000 Penalty: 5043.786621
	Iteration 32Q: 3 clusters Score -3548760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3548787.750000 Penalty: 5043.786621
	Iteration 33Q: 3 clusters Score -3548788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3548790.750000 Penalty: 5043.786621
	Iteration 34Q: 3 clusters Score -3548791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3548793.250000 Penalty: 5043.786621
	Iteration 35Q: 3 clusters Score -3548793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3548804.500000 Penalty: 5043.786621
	Iteration 36Q: 3 clusters Score -3548804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3548801.250000 Penalty: 5043.786621
	Iteration 37Q: 3 clusters Score -3548801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -3548803.250000 Penalty: 5043.786621
	Iteration 38Q: 3 clusters Score -3548803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3548802.250000 Penalty: 5043.786621
	Iteration 39Q: 3 clusters Score -3548802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3548802.250000 Penalty: 5043.786621
	Iteration 40F: 3 clusters Score -3548802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Entering Unmasked Estep 
Score: -613494.062500 Penalty: 2074.224609
	Iteration 0F: 2 clusters Score -613494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -609428.875000 Penalty: 4148.449219
	Iteration 0F: 3 clusters Score -609428.9 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -610310.750000 Penalty: 4148.449219
	Iteration 1F: 3 clusters Score -610310.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -610508.500000 Penalty: 4148.449219
	Iteration 2F: 3 clusters Score -610508.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -610618.000000 Penalty: 4148.449219
	Iteration 3Q: 3 clusters Score -610618 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -610682.125000 Penalty: 4148.449219
	Iteration 4Q: 3 clusters Score -610682.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -610712.875000 Penalty: 4148.449219
	Iteration 5Q: 3 clusters Score -610712.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -610738.312500 Penalty: 4148.449219
	Iteration 6Q: 3 clusters Score -610738.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -610756.625000 Penalty: 4148.449219
	Iteration 7Q: 3 clusters Score -610756.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -610774.062500 Penalty: 4148.449219
	Iteration 8Q: 3 clusters Score -610774.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -610793.437500 Penalty: 4148.449219
	Iteration 9Q: 3 clusters Score -610793.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -610806.562500 Penalty: 4148.449219
	Iteration 10Q: 3 clusters Score -610806.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -610817.875000 Penalty: 4148.449219
	Iteration 11Q: 3 clusters Score -610817.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -610825.062500 Penalty: 4148.449219
	Iteration 12Q: 3 clusters Score -610825.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -610830.750000 Penalty: 4148.449219
	Iteration 13Q: 3 clusters Score -610830.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -610835.687500 Penalty: 4148.449219
	Iteration 14Q: 3 clusters Score -610835.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -610841.562500 Penalty: 4148.449219
	Iteration 15Q: 3 clusters Score -610841.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -610846.875000 Penalty: 4148.449219
	Iteration 16Q: 3 clusters Score -610846.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -610855.187500 Penalty: 4148.449219
	Iteration 17Q: 3 clusters Score -610855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -610860.687500 Penalty: 4148.449219
	Iteration 18Q: 3 clusters Score -610860.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -610867.687500 Penalty: 4148.449219
	Iteration 19Q: 3 clusters Score -610867.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -610870.750000 Penalty: 4148.449219
	Iteration 20F: 3 clusters Score -610870.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -610872.250000 Penalty: 4148.449219
	Iteration 21Q: 3 clusters Score -610872.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -610877.625000 Penalty: 4148.449219
	Iteration 22Q: 3 clusters Score -610877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -610880.312500 Penalty: 4148.449219
	Iteration 23Q: 3 clusters Score -610880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -610880.437500 Penalty: 4148.449219
	Iteration 24Q: 3 clusters Score -610880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -610882.062500 Penalty: 4148.449219
	Iteration 25Q: 3 clusters Score -610882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -610883.500000 Penalty: 4148.449219
	Iteration 26Q: 3 clusters Score -610883.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -610885.000000 Penalty: 4148.449219
	Iteration 27Q: 3 clusters Score -610885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -610885.062500 Penalty: 4148.449219
	Iteration 28Q: 3 clusters Score -610885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -610886.375000 Penalty: 4148.449219
	Iteration 29Q: 3 clusters Score -610886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -610886.937500 Penalty: 4148.449219
	Iteration 30Q: 3 clusters Score -610886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -610887.375000 Penalty: 4148.449219
	Iteration 31Q: 3 clusters Score -610887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -610887.812500 Penalty: 4148.449219
	Iteration 32Q: 3 clusters Score -610887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -610888.375000 Penalty: 4148.449219
	Iteration 33Q: 3 clusters Score -610888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -610890.000000 Penalty: 4148.449219
	Iteration 34Q: 3 clusters Score -610890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -610889.000000 Penalty: 4148.449219
	Iteration 35Q: 3 clusters Score -610889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -610891.562500 Penalty: 4148.449219
	Iteration 36Q: 3 clusters Score -610891.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -610890.687500 Penalty: 4148.449219
	Iteration 37Q: 3 clusters Score -610890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -610891.000000 Penalty: 4148.449219
	Iteration 38Q: 3 clusters Score -610891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -610891.750000 Penalty: 4148.449219
	Iteration 39Q: 3 clusters Score -610891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -610890.812500 Penalty: 4148.449219
	Iteration 40F: 3 clusters Score -610890.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Entering Unmasked Estep 
Score: -8047227.500000 Penalty: 2715.604248
	Iteration 0F: 2 clusters Score -8047228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -8008932.500000 Penalty: 5431.208496
	Iteration 0F: 3 clusters Score -8008932 nChanged 26259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -8023568.500000 Penalty: 5431.208496
	Iteration 1F: 3 clusters Score -8023568 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -8024278.500000 Penalty: 5431.208496
	Iteration 2Q: 3 clusters Score -8024278 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -8025080.500000 Penalty: 5431.208496
	Iteration 3Q: 3 clusters Score -8025080 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -8026012.000000 Penalty: 5431.208496
	Iteration 4Q: 3 clusters Score -8026012 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -8027335.500000 Penalty: 5431.208496
	Iteration 5Q: 3 clusters Score -8027336 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -8029094.500000 Penalty: 5431.208496
	Iteration 6F: 3 clusters Score -8029094 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -8031623.500000 Penalty: 5431.208496
	Iteration 7F: 3 clusters Score -8031624 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -8034784.000000 Penalty: 5431.208496
	Iteration 8F: 3 clusters Score -8034784 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8037685.500000 Penalty: 5431.208496
	Iteration 9F: 3 clusters Score -8037686 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -8039798.000000 Penalty: 5431.208496
	Iteration 10Q: 3 clusters Score -8039798 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -8041154.000000 Penalty: 5431.208496
	Iteration 11Q: 3 clusters Score -8041154 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 50281 members 
Entering Unmasked Estep 
Score: -8042002.000000 Penalty: 5431.208496
	Iteration 12Q: 3 clusters Score -8042002 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -8042527.500000 Penalty: 5431.208496
	Iteration 13Q: 3 clusters Score -8042528 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -8043022.000000 Penalty: 5431.208496
	Iteration 14Q: 3 clusters Score -8043022 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -8043448.500000 Penalty: 5431.208496
	Iteration 15Q: 3 clusters Score -8043448 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -8043806.000000 Penalty: 5431.208496
	Iteration 16Q: 3 clusters Score -8043806 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -8044088.500000 Penalty: 5431.208496
	Iteration 17Q: 3 clusters Score -8044088 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -8044287.000000 Penalty: 5431.208496
	Iteration 18Q: 3 clusters Score -8044287 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -8044428.000000 Penalty: 5431.208496
	Iteration 19Q: 3 clusters Score -8044428 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -8044582.500000 Penalty: 5431.208496
	Iteration 20F: 3 clusters Score -8044582 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -8044664.000000 Penalty: 5431.208496
	Iteration 21Q: 3 clusters Score -8044664 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -8044777.500000 Penalty: 5431.208496
	Iteration 22Q: 3 clusters Score -8044778 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -8044848.000000 Penalty: 5431.208496
	Iteration 23Q: 3 clusters Score -8044848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -8044912.000000 Penalty: 5431.208496
	Iteration 24Q: 3 clusters Score -8044912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -8044944.500000 Penalty: 5431.208496
	Iteration 25Q: 3 clusters Score -8044944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8044974.500000 Penalty: 5431.208496
	Iteration 26Q: 3 clusters Score -8044974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -8044992.500000 Penalty: 5431.208496
	Iteration 27Q: 3 clusters Score -8044992 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -8045010.000000 Penalty: 5431.208496
	Iteration 28Q: 3 clusters Score -8045010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -8045033.000000 Penalty: 5431.208496
	Iteration 29Q: 3 clusters Score -8045033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -8045057.500000 Penalty: 5431.208496
	Iteration 30Q: 3 clusters Score -8045058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -8045077.000000 Penalty: 5431.208496
	Iteration 31Q: 3 clusters Score -8045077 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -8045082.000000 Penalty: 5431.208496
	Iteration 32Q: 3 clusters Score -8045082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -8045101.000000 Penalty: 5431.208496
	Iteration 33Q: 3 clusters Score -8045101 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -8045126.000000 Penalty: 5431.208496
	Iteration 34Q: 3 clusters Score -8045126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 56047 members 
Entering Unmasked Estep 
Score: -8045142.000000 Penalty: 5431.208496
	Iteration 35Q: 3 clusters Score -8045142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -8045161.000000 Penalty: 5431.208496
	Iteration 36Q: 3 clusters Score -8045161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -8045173.500000 Penalty: 5431.208496
	Iteration 37Q: 3 clusters Score -8045174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -8045180.500000 Penalty: 5431.208496
	Iteration 38Q: 3 clusters Score -8045180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -8045185.500000 Penalty: 5431.208496
	Iteration 39Q: 3 clusters Score -8045186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -8045179.000000 Penalty: 5431.208496
	Iteration 40F: 3 clusters Score -8045179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -8045189.000000 Penalty: 5431.208496
	Iteration 41Q: 3 clusters Score -8045189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 56127 members 
Entering Unmasked Estep 
Score: -8045197.000000 Penalty: 5431.208496
	Iteration 42Q: 3 clusters Score -8045197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -8045207.000000 Penalty: 5431.208496
	Iteration 43Q: 3 clusters Score -8045207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -8045209.000000 Penalty: 5431.208496
	Iteration 44Q: 3 clusters Score -8045209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -8045203.000000 Penalty: 5431.208496
	Iteration 45Q: 3 clusters Score -8045203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -8045209.500000 Penalty: 5431.208496
	Iteration 46Q: 3 clusters Score -8045210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -8045209.500000 Penalty: 5431.208496
	Iteration 47Q: 3 clusters Score -8045210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -8045209.000000 Penalty: 5431.208496
	Iteration 48Q: 3 clusters Score -8045209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -8045212.000000 Penalty: 5431.208496
	Iteration 49Q: 3 clusters Score -8045212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -8045213.000000 Penalty: 5431.208496
	Iteration 50Q: 3 clusters Score -8045213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -8045217.500000 Penalty: 5431.208496
	Iteration 51Q: 3 clusters Score -8045218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -8045209.500000 Penalty: 5431.208496
	Iteration 52Q: 3 clusters Score -8045210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -8045214.500000 Penalty: 5431.208496
	Iteration 53Q: 3 clusters Score -8045214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56207 members 
Entering Unmasked Estep 
Score: -8045222.000000 Penalty: 5431.208496
	Iteration 54Q: 3 clusters Score -8045222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 56218 members 
Entering Unmasked Estep 
Score: -8045223.000000 Penalty: 5431.208496
	Iteration 55Q: 3 clusters Score -8045223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -8045236.000000 Penalty: 5431.208496
	Iteration 56Q: 3 clusters Score -8045236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -8045237.500000 Penalty: 5431.208496
	Iteration 57Q: 3 clusters Score -8045238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -8045234.500000 Penalty: 5431.208496
	Iteration 58Q: 3 clusters Score -8045234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -8045232.000000 Penalty: 5431.208496
	Iteration 59Q: 3 clusters Score -8045232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -8045246.000000 Penalty: 5431.208496
	Iteration 60F: 3 clusters Score -8045246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -8045243.500000 Penalty: 5431.208496
	Iteration 61Q: 3 clusters Score -8045244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -8045246.000000 Penalty: 5431.208496
	Iteration 62Q: 3 clusters Score -8045246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -8045241.000000 Penalty: 5431.208496
	Iteration 63Q: 3 clusters Score -8045241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -8045251.500000 Penalty: 5431.208496
	Iteration 64Q: 3 clusters Score -8045252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 56265 members 
Entering Unmasked Estep 
Score: -8045246.000000 Penalty: 5431.208496
	Iteration 65Q: 3 clusters Score -8045246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -8045255.500000 Penalty: 5431.208496
	Iteration 66Q: 3 clusters Score -8045256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -8045263.000000 Penalty: 5431.208496
	Iteration 67Q: 3 clusters Score -8045263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -8045258.000000 Penalty: 5431.208496
	Iteration 68Q: 3 clusters Score -8045258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -8045263.500000 Penalty: 5431.208496
	Iteration 69Q: 3 clusters Score -8045264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -8045261.500000 Penalty: 5431.208496
	Iteration 70Q: 3 clusters Score -8045262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -8045261.500000 Penalty: 5431.208496
	Iteration 71Q: 3 clusters Score -8045262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56284 members 
Entering Unmasked Estep 
Score: -8045259.000000 Penalty: 5431.208496
	Iteration 72Q: 3 clusters Score -8045259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -8045262.500000 Penalty: 5431.208496
	Iteration 73Q: 3 clusters Score -8045262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -8045269.000000 Penalty: 5431.208496
	Iteration 74Q: 3 clusters Score -8045269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -8045268.000000 Penalty: 5431.208496
	Iteration 75Q: 3 clusters Score -8045268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -8045268.000000 Penalty: 5431.208496
	Iteration 76F: 3 clusters Score -8045268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Entering Unmasked Estep 
Score: -4053342.000000 Penalty: 2544.438477
	Iteration 0F: 2 clusters Score -4053342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4033733.000000 Penalty: 5088.876953
	Iteration 0F: 3 clusters Score -4033733 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4040715.500000 Penalty: 5088.876953
	Iteration 1F: 3 clusters Score -4040716 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -4041218.250000 Penalty: 5088.876953
	Iteration 2F: 3 clusters Score -4041218 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -4041664.500000 Penalty: 5088.876953
	Iteration 3Q: 3 clusters Score -4041664 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4042074.750000 Penalty: 5088.876953
	Iteration 4Q: 3 clusters Score -4042075 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -4042481.500000 Penalty: 5088.876953
	Iteration 5Q: 3 clusters Score -4042482 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4042969.750000 Penalty: 5088.876953
	Iteration 6Q: 3 clusters Score -4042970 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -4043524.000000 Penalty: 5088.876953
	Iteration 7Q: 3 clusters Score -4043524 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -4044146.750000 Penalty: 5088.876953
	Iteration 8Q: 3 clusters Score -4044147 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4044979.000000 Penalty: 5088.876953
	Iteration 9Q: 3 clusters Score -4044979 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4046012.250000 Penalty: 5088.876953
	Iteration 10F: 3 clusters Score -4046012 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -4046908.500000 Penalty: 5088.876953
	Iteration 11F: 3 clusters Score -4046908 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -4047403.250000 Penalty: 5088.876953
	Iteration 12Q: 3 clusters Score -4047403 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4047641.250000 Penalty: 5088.876953
	Iteration 13Q: 3 clusters Score -4047641 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -4047779.500000 Penalty: 5088.876953
	Iteration 14Q: 3 clusters Score -4047780 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4047860.750000 Penalty: 5088.876953
	Iteration 15Q: 3 clusters Score -4047861 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -4047930.500000 Penalty: 5088.876953
	Iteration 16Q: 3 clusters Score -4047930 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4047995.750000 Penalty: 5088.876953
	Iteration 17Q: 3 clusters Score -4047996 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4048037.750000 Penalty: 5088.876953
	Iteration 18Q: 3 clusters Score -4048038 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -4048095.500000 Penalty: 5088.876953
	Iteration 19Q: 3 clusters Score -4048096 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4048145.250000 Penalty: 5088.876953
	Iteration 20F: 3 clusters Score -4048145 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4048217.250000 Penalty: 5088.876953
	Iteration 21Q: 3 clusters Score -4048217 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4048305.250000 Penalty: 5088.876953
	Iteration 22Q: 3 clusters Score -4048305 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4048362.500000 Penalty: 5088.876953
	Iteration 23Q: 3 clusters Score -4048362 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4048448.750000 Penalty: 5088.876953
	Iteration 24Q: 3 clusters Score -4048449 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4048529.250000 Penalty: 5088.876953
	Iteration 25Q: 3 clusters Score -4048529 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -4048619.000000 Penalty: 5088.876953
	Iteration 26Q: 3 clusters Score -4048619 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -4048694.500000 Penalty: 5088.876953
	Iteration 27Q: 3 clusters Score -4048694 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -4048776.250000 Penalty: 5088.876953
	Iteration 28Q: 3 clusters Score -4048776 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -4048893.250000 Penalty: 5088.876953
	Iteration 29Q: 3 clusters Score -4048893 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -4048967.500000 Penalty: 5088.876953
	Iteration 30Q: 3 clusters Score -4048968 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4049046.000000 Penalty: 5088.876953
	Iteration 31Q: 3 clusters Score -4049046 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4049101.750000 Penalty: 5088.876953
	Iteration 32Q: 3 clusters Score -4049102 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4049151.250000 Penalty: 5088.876953
	Iteration 33Q: 3 clusters Score -4049151 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4049201.500000 Penalty: 5088.876953
	Iteration 34Q: 3 clusters Score -4049202 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4049227.000000 Penalty: 5088.876953
	Iteration 35Q: 3 clusters Score -4049227 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -4049267.750000 Penalty: 5088.876953
	Iteration 36Q: 3 clusters Score -4049268 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -4049295.500000 Penalty: 5088.876953
	Iteration 37Q: 3 clusters Score -4049296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4049324.000000 Penalty: 5088.876953
	Iteration 38Q: 3 clusters Score -4049324 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4049349.000000 Penalty: 5088.876953
	Iteration 39Q: 3 clusters Score -4049349 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4049404.000000 Penalty: 5088.876953
	Iteration 40F: 3 clusters Score -4049404 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -4049464.500000 Penalty: 5088.876953
	Iteration 41Q: 3 clusters Score -4049464 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -4049491.000000 Penalty: 5088.876953
	Iteration 42Q: 3 clusters Score -4049491 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4049541.500000 Penalty: 5088.876953
	Iteration 43Q: 3 clusters Score -4049542 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4049583.500000 Penalty: 5088.876953
	Iteration 44Q: 3 clusters Score -4049584 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4049620.250000 Penalty: 5088.876953
	Iteration 45Q: 3 clusters Score -4049620 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4049677.250000 Penalty: 5088.876953
	Iteration 46Q: 3 clusters Score -4049677 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4049741.750000 Penalty: 5088.876953
	Iteration 47Q: 3 clusters Score -4049742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -4049791.250000 Penalty: 5088.876953
	Iteration 48Q: 3 clusters Score -4049791 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -4049811.000000 Penalty: 5088.876953
	Iteration 49Q: 3 clusters Score -4049811 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4049844.250000 Penalty: 5088.876953
	Iteration 50Q: 3 clusters Score -4049844 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -4049887.500000 Penalty: 5088.876953
	Iteration 51Q: 3 clusters Score -4049888 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4049944.250000 Penalty: 5088.876953
	Iteration 52Q: 3 clusters Score -4049944 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4049999.250000 Penalty: 5088.876953
	Iteration 53Q: 3 clusters Score -4049999 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4050063.500000 Penalty: 5088.876953
	Iteration 54Q: 3 clusters Score -4050064 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4050120.500000 Penalty: 5088.876953
	Iteration 55Q: 3 clusters Score -4050120 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4050168.500000 Penalty: 5088.876953
	Iteration 56Q: 3 clusters Score -4050168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4050219.250000 Penalty: 5088.876953
	Iteration 57Q: 3 clusters Score -4050219 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -4050275.500000 Penalty: 5088.876953
	Iteration 58Q: 3 clusters Score -4050276 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4050348.250000 Penalty: 5088.876953
	Iteration 59Q: 3 clusters Score -4050348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4050415.250000 Penalty: 5088.876953
	Iteration 60F: 3 clusters Score -4050415 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4050484.750000 Penalty: 5088.876953
	Iteration 61Q: 3 clusters Score -4050485 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4050560.750000 Penalty: 5088.876953
	Iteration 62Q: 3 clusters Score -4050561 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4050646.750000 Penalty: 5088.876953
	Iteration 63Q: 3 clusters Score -4050647 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4050712.250000 Penalty: 5088.876953
	Iteration 64Q: 3 clusters Score -4050712 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -4050762.750000 Penalty: 5088.876953
	Iteration 65Q: 3 clusters Score -4050763 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -4050827.750000 Penalty: 5088.876953
	Iteration 66Q: 3 clusters Score -4050828 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4050864.250000 Penalty: 5088.876953
	Iteration 67Q: 3 clusters Score -4050864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4050904.750000 Penalty: 5088.876953
	Iteration 68Q: 3 clusters Score -4050905 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4050949.750000 Penalty: 5088.876953
	Iteration 69Q: 3 clusters Score -4050950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -4050986.750000 Penalty: 5088.876953
	Iteration 70Q: 3 clusters Score -4050987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4051035.500000 Penalty: 5088.876953
	Iteration 71Q: 3 clusters Score -4051036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -4051070.750000 Penalty: 5088.876953
	Iteration 72Q: 3 clusters Score -4051071 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4051102.750000 Penalty: 5088.876953
	Iteration 73Q: 3 clusters Score -4051103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4051127.500000 Penalty: 5088.876953
	Iteration 74Q: 3 clusters Score -4051128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4051162.250000 Penalty: 5088.876953
	Iteration 75Q: 3 clusters Score -4051162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -4051187.500000 Penalty: 5088.876953
	Iteration 76Q: 3 clusters Score -4051188 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -4051189.500000 Penalty: 5088.876953
	Iteration 77Q: 3 clusters Score -4051190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4051210.750000 Penalty: 5088.876953
	Iteration 78Q: 3 clusters Score -4051211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -4051221.500000 Penalty: 5088.876953
	Iteration 79Q: 3 clusters Score -4051222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -4051228.000000 Penalty: 5088.876953
	Iteration 80F: 3 clusters Score -4051228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -4051230.000000 Penalty: 5088.876953
	Iteration 81Q: 3 clusters Score -4051230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -4051239.500000 Penalty: 5088.876953
	Iteration 82Q: 3 clusters Score -4051240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4051248.500000 Penalty: 5088.876953
	Iteration 83Q: 3 clusters Score -4051248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -4051263.250000 Penalty: 5088.876953
	Iteration 84Q: 3 clusters Score -4051263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -4051261.250000 Penalty: 5088.876953
	Iteration 85Q: 3 clusters Score -4051261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -4051266.250000 Penalty: 5088.876953
	Iteration 86Q: 3 clusters Score -4051266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -4051269.250000 Penalty: 5088.876953
	Iteration 87Q: 3 clusters Score -4051269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4051274.750000 Penalty: 5088.876953
	Iteration 88Q: 3 clusters Score -4051275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -4051272.000000 Penalty: 5088.876953
	Iteration 89Q: 3 clusters Score -4051272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -4051275.000000 Penalty: 5088.876953
	Iteration 90Q: 3 clusters Score -4051275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4051276.500000 Penalty: 5088.876953
	Iteration 91Q: 3 clusters Score -4051276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -4051275.500000 Penalty: 5088.876953
	Iteration 92Q: 3 clusters Score -4051276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4051272.250000 Penalty: 5088.876953
	Iteration 93Q: 3 clusters Score -4051272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -4051278.000000 Penalty: 5088.876953
	Iteration 94Q: 3 clusters Score -4051278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -4051276.750000 Penalty: 5088.876953
	Iteration 95Q: 3 clusters Score -4051277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4051281.750000 Penalty: 5088.876953
	Iteration 96Q: 3 clusters Score -4051282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -4051281.000000 Penalty: 5088.876953
	Iteration 97Q: 3 clusters Score -4051281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4051285.500000 Penalty: 5088.876953
	Iteration 98Q: 3 clusters Score -4051286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4051285.750000 Penalty: 5088.876953
	Iteration 99Q: 3 clusters Score -4051286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4051283.750000 Penalty: 5088.876953
	Iteration 100F: 3 clusters Score -4051284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4051286.750000 Penalty: 5088.876953
	Iteration 101Q: 3 clusters Score -4051287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -4051288.000000 Penalty: 5088.876953
	Iteration 102Q: 3 clusters Score -4051288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4051287.500000 Penalty: 5088.876953
	Iteration 103Q: 3 clusters Score -4051288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -4051287.500000 Penalty: 5088.876953
	Iteration 104F: 3 clusters Score -4051288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -140954.500000 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -140954.5 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 595 members 
Entering Unmasked Estep 
Score: -138983.328125 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -138983.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -139813.343750 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -139813.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -140485.734375 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -140485.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141090.109375 Penalty: 3512.110352
	Iteration 3F: 3 clusters Score -141090.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -141594.109375 Penalty: 3512.110352
	Iteration 4F: 3 clusters Score -141594.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -142358.031250 Penalty: 3512.110352
	Iteration 5F: 3 clusters Score -142358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -142754.062500 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -142754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142777.796875 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -142777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -142791.625000 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -142791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -142800.593750 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -142800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142803.281250 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -142803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -142805.625000 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -142805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142806.875000 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -142806.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -142807.218750 Penalty: 3512.110352
	Iteration 13F: 3 clusters Score -142807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -142808.921875 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -142808.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -142810.859375 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -142810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -142812.390625 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -142812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -142813.156250 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -142813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142814.453125 Penalty: 3512.110352
	Iteration 18Q: 3 clusters Score -142814.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -142823.921875 Penalty: 3512.110352
	Iteration 19Q: 3 clusters Score -142823.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -142876.781250 Penalty: 3512.110352
	Iteration 20F: 3 clusters Score -142876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -143048.781250 Penalty: 3512.110352
	Iteration 21Q: 3 clusters Score -143048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -143126.046875 Penalty: 3512.110352
	Iteration 22Q: 3 clusters Score -143126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -143126.046875 Penalty: 3512.110352
	Iteration 23F: 3 clusters Score -143126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
Score: -84900616.000000 Penalty: 52896.847656
Splitting cluster 13 changes total score from -84900144.000000 to -84900616.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (17589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Entering Unmasked Estep 
Score: -2499412.500000 Penalty: 2424.207275
	Iteration 0F: 2 clusters Score -2499412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2486870.000000 Penalty: 4848.414551
	Iteration 0F: 3 clusters Score -2486870 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2491286.000000 Penalty: 4848.414551
	Iteration 1F: 3 clusters Score -2491286 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2491975.000000 Penalty: 4848.414551
	Iteration 2F: 3 clusters Score -2491975 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2492700.750000 Penalty: 4848.414551
	Iteration 3F: 3 clusters Score -2492701 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2493510.250000 Penalty: 4848.414551
	Iteration 4F: 3 clusters Score -2493510 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2494364.000000 Penalty: 4848.414551
	Iteration 5F: 3 clusters Score -2494364 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2495259.500000 Penalty: 4848.414551
	Iteration 6F: 3 clusters Score -2495260 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2496119.500000 Penalty: 4848.414551
	Iteration 7F: 3 clusters Score -2496120 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2496850.500000 Penalty: 4848.414551
	Iteration 8F: 3 clusters Score -2496850 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2497371.750000 Penalty: 4848.414551
	Iteration 9Q: 3 clusters Score -2497372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2497734.500000 Penalty: 4848.414551
	Iteration 10Q: 3 clusters Score -2497734 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2498001.500000 Penalty: 4848.414551
	Iteration 11Q: 3 clusters Score -2498002 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2498221.250000 Penalty: 4848.414551
	Iteration 12Q: 3 clusters Score -2498221 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2498382.500000 Penalty: 4848.414551
	Iteration 13Q: 3 clusters Score -2498382 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2498531.500000 Penalty: 4848.414551
	Iteration 14Q: 3 clusters Score -2498532 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2498643.250000 Penalty: 4848.414551
	Iteration 15Q: 3 clusters Score -2498643 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2498734.250000 Penalty: 4848.414551
	Iteration 16Q: 3 clusters Score -2498734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2498768.000000 Penalty: 4848.414551
	Iteration 17Q: 3 clusters Score -2498768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2498783.750000 Penalty: 4848.414551
	Iteration 18Q: 3 clusters Score -2498784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2498809.000000 Penalty: 4848.414551
	Iteration 19Q: 3 clusters Score -2498809 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2498823.250000 Penalty: 4848.414551
	Iteration 20F: 3 clusters Score -2498823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2498851.000000 Penalty: 4848.414551
	Iteration 21Q: 3 clusters Score -2498851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2498853.250000 Penalty: 4848.414551
	Iteration 22Q: 3 clusters Score -2498853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2498860.750000 Penalty: 4848.414551
	Iteration 23Q: 3 clusters Score -2498861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2498864.000000 Penalty: 4848.414551
	Iteration 24Q: 3 clusters Score -2498864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2498867.750000 Penalty: 4848.414551
	Iteration 25Q: 3 clusters Score -2498868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2498874.250000 Penalty: 4848.414551
	Iteration 26Q: 3 clusters Score -2498874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2498878.500000 Penalty: 4848.414551
	Iteration 27Q: 3 clusters Score -2498878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2498876.500000 Penalty: 4848.414551
	Iteration 28Q: 3 clusters Score -2498876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2498877.750000 Penalty: 4848.414551
	Iteration 29Q: 3 clusters Score -2498878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2498877.750000 Penalty: 4848.414551
	Iteration 30F: 3 clusters Score -2498878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -226154.312500 Penalty: 1846.173706
	Iteration 0F: 2 clusters Score -226154.3 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 857 members 
Entering Unmasked Estep 
Score: -223808.031250 Penalty: 3692.347412
	Iteration 0F: 3 clusters Score -223808 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -224383.031250 Penalty: 3692.347412
	Iteration 1F: 3 clusters Score -224383 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -224658.015625 Penalty: 3692.347412
	Iteration 2F: 3 clusters Score -224658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224799.125000 Penalty: 3692.347412
	Iteration 3F: 3 clusters Score -224799.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224902.343750 Penalty: 3692.347412
	Iteration 4Q: 3 clusters Score -224902.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224974.703125 Penalty: 3692.347412
	Iteration 5Q: 3 clusters Score -224974.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -225029.109375 Penalty: 3692.347412
	Iteration 6Q: 3 clusters Score -225029.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -225103.515625 Penalty: 3692.347412
	Iteration 7Q: 3 clusters Score -225103.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -225162.218750 Penalty: 3692.347412
	Iteration 8Q: 3 clusters Score -225162.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -225219.671875 Penalty: 3692.347412
	Iteration 9Q: 3 clusters Score -225219.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -225299.437500 Penalty: 3692.347412
	Iteration 10Q: 3 clusters Score -225299.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -225364.125000 Penalty: 3692.347412
	Iteration 11Q: 3 clusters Score -225364.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -225425.250000 Penalty: 3692.347412
	Iteration 12Q: 3 clusters Score -225425.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -225466.531250 Penalty: 3692.347412
	Iteration 13Q: 3 clusters Score -225466.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -225499.140625 Penalty: 3692.347412
	Iteration 14Q: 3 clusters Score -225499.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -225555.343750 Penalty: 3692.347412
	Iteration 15Q: 3 clusters Score -225555.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -225667.796875 Penalty: 3692.347412
	Iteration 16Q: 3 clusters Score -225667.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -225798.453125 Penalty: 3692.347412
	Iteration 17Q: 3 clusters Score -225798.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -225882.500000 Penalty: 3692.347412
	Iteration 18Q: 3 clusters Score -225882.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -225930.109375 Penalty: 3692.347412
	Iteration 19Q: 3 clusters Score -225930.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -225981.703125 Penalty: 3692.347412
	Iteration 20F: 3 clusters Score -225981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -226054.218750 Penalty: 3692.347412
	Iteration 21Q: 3 clusters Score -226054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -226107.609375 Penalty: 3692.347412
	Iteration 22Q: 3 clusters Score -226107.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -226120.203125 Penalty: 3692.347412
	Iteration 23Q: 3 clusters Score -226120.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -226131.500000 Penalty: 3692.347412
	Iteration 24Q: 3 clusters Score -226131.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -226141.640625 Penalty: 3692.347412
	Iteration 25Q: 3 clusters Score -226141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -226156.890625 Penalty: 3692.347412
	Iteration 26Q: 3 clusters Score -226156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -226156.890625 Penalty: 3692.347412
	Iteration 27F: 3 clusters Score -226156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 1360 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 350 members 
Mstep: Class 17 contains 146327 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
Score: -84899192.000000 Penalty: 56202.902344
Splitting cluster 16 changes total score from -84900144.000000 to -84899192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (146327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146327 members 
Entering Unmasked Estep 
Score: -20356298.000000 Penalty: 2949.612793
	Iteration 0F: 2 clusters Score -2.03563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -20258722.000000 Penalty: 5899.225586
	Iteration 0F: 3 clusters Score -2.025872e+07 nChanged 70227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -20299616.000000 Penalty: 5899.225586
	Iteration 1F: 3 clusters Score -2.029962e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 75255 members 
Entering Unmasked Estep 
Score: -20301314.000000 Penalty: 5899.225586
	Iteration 2Q: 3 clusters Score -2.030131e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69420 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -20304074.000000 Penalty: 5899.225586
	Iteration 3Q: 3 clusters Score -2.030407e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -20306774.000000 Penalty: 5899.225586
	Iteration 4Q: 3 clusters Score -2.030677e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -20310158.000000 Penalty: 5899.225586
	Iteration 5F: 3 clusters Score -2.031016e+07 nChanged 9575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 94652 members 
Entering Unmasked Estep 
Score: -20315468.000000 Penalty: 5899.225586
	Iteration 6F: 3 clusters Score -2.031547e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -20324824.000000 Penalty: 5899.225586
	Iteration 7F: 3 clusters Score -2.032482e+07 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -20339028.000000 Penalty: 5899.225586
	Iteration 8F: 3 clusters Score -2.033903e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 133964 members 
Entering Unmasked Estep 
Score: -20353348.000000 Penalty: 5899.225586
	Iteration 9F: 3 clusters Score -2.035335e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 141358 members 
Entering Unmasked Estep 
Score: -20361950.000000 Penalty: 5899.225586
	Iteration 10F: 3 clusters Score -2.036195e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -20365358.000000 Penalty: 5899.225586
	Iteration 11Q: 3 clusters Score -2.036536e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 144311 members 
Entering Unmasked Estep 
Score: -20366552.000000 Penalty: 5899.225586
	Iteration 12Q: 3 clusters Score -2.036655e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 144453 members 
Entering Unmasked Estep 
Score: -20366724.000000 Penalty: 5899.225586
	Iteration 13Q: 3 clusters Score -2.036672e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 144509 members 
Entering Unmasked Estep 
Score: -20366758.000000 Penalty: 5899.225586
	Iteration 14Q: 3 clusters Score -2.036676e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 144531 members 
Entering Unmasked Estep 
Score: -20366766.000000 Penalty: 5899.225586
	Iteration 15Q: 3 clusters Score -2.036677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -20366758.000000 Penalty: 5899.225586
	Iteration 16Q: 3 clusters Score -2.036676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 144538 members 
Entering Unmasked Estep 
Score: -20366758.000000 Penalty: 5899.225586
	Iteration 17F: 3 clusters Score -2.036676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 144538 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
Score: -84911624.000000 Penalty: 56202.902344
Splitting cluster 17 changes total score from -84900144.000000 to -84911624.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 18 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -234018.328125 Penalty: 1851.056274
	Iteration 0F: 2 clusters Score -234018.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -231622.828125 Penalty: 3702.112549
	Iteration 0F: 3 clusters Score -231622.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232209.812500 Penalty: 3702.112549
	Iteration 1F: 3 clusters Score -232209.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232767.328125 Penalty: 3702.112549
	Iteration 2F: 3 clusters Score -232767.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -233967.875000 Penalty: 3702.112549
	Iteration 3F: 3 clusters Score -233967.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -235109.671875 Penalty: 3702.112549
	Iteration 4F: 3 clusters Score -235109.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -236460.281250 Penalty: 3702.112549
	Iteration 5F: 3 clusters Score -236460.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -236810.265625 Penalty: 3702.112549
	Iteration 6Q: 3 clusters Score -236810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -236848.390625 Penalty: 3702.112549
	Iteration 7Q: 3 clusters Score -236848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -236851.390625 Penalty: 3702.112549
	Iteration 8Q: 3 clusters Score -236851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -236851.390625 Penalty: 3702.112549
	Iteration 9F: 3 clusters Score -236851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 144538 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 20 contains 1300 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
Score: -84913120.000000 Penalty: 59508.957031
Splitting cluster 18 changes total score from -84900144.000000 to -84913120.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 20 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -156122.421875 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -156122.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -154121.328125 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -154121.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -155216.750000 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -155216.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156318.125000 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -156318.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -157226.968750 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -157227 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -157489.406250 Penalty: 3556.379395
	Iteration 4Q: 3 clusters Score -157489.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -157679.984375 Penalty: 3556.379395
	Iteration 5Q: 3 clusters Score -157680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -157774.250000 Penalty: 3556.379395
	Iteration 6Q: 3 clusters Score -157774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -157794.484375 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -157794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -157815.656250 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -157815.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -157837.687500 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -157837.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -157847.718750 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -157847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -157861.906250 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -157861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -157880.578125 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -157880.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -157907.531250 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -157907.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -157914.250000 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -157914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157914.796875 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -157914.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157939.453125 Penalty: 3556.379395
	Iteration 16F: 3 clusters Score -157939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -157982.359375 Penalty: 3556.379395
	Iteration 17Q: 3 clusters Score -157982.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -157987.890625 Penalty: 3556.379395
	Iteration 18Q: 3 clusters Score -157987.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -157989.984375 Penalty: 3556.379395
	Iteration 19Q: 3 clusters Score -157990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -157989.984375 Penalty: 3556.379395
	Iteration 20F: 3 clusters Score -157990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 3 contains 360 members 
Mstep: Class 4 contains 144538 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
Score: -84913528.000000 Penalty: 62815.007812
Splitting cluster 20 changes total score from -84900144.000000 to -84913528.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 23 (24076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Entering Unmasked Estep 
Score: -3406206.750000 Penalty: 2502.064941
	Iteration 0F: 2 clusters Score -3406207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3389477.500000 Penalty: 5004.129883
	Iteration 0F: 3 clusters Score -3389478 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3395350.000000 Penalty: 5004.129883
	Iteration 1F: 3 clusters Score -3395350 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -3395871.000000 Penalty: 5004.129883
	Iteration 2F: 3 clusters Score -3395871 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3396332.000000 Penalty: 5004.129883
	Iteration 3F: 3 clusters Score -3396332 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3396704.750000 Penalty: 5004.129883
	Iteration 4Q: 3 clusters Score -3396705 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3397062.750000 Penalty: 5004.129883
	Iteration 5Q: 3 clusters Score -3397063 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3397472.000000 Penalty: 5004.129883
	Iteration 6Q: 3 clusters Score -3397472 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3397916.750000 Penalty: 5004.129883
	Iteration 7Q: 3 clusters Score -3397917 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3398388.750000 Penalty: 5004.129883
	Iteration 8Q: 3 clusters Score -3398389 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3398982.750000 Penalty: 5004.129883
	Iteration 9Q: 3 clusters Score -3398983 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -3399619.750000 Penalty: 5004.129883
	Iteration 10Q: 3 clusters Score -3399620 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3400213.500000 Penalty: 5004.129883
	Iteration 11Q: 3 clusters Score -3400214 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3400731.500000 Penalty: 5004.129883
	Iteration 12Q: 3 clusters Score -3400732 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3401074.750000 Penalty: 5004.129883
	Iteration 13Q: 3 clusters Score -3401075 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3401241.000000 Penalty: 5004.129883
	Iteration 14Q: 3 clusters Score -3401241 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3401332.750000 Penalty: 5004.129883
	Iteration 15Q: 3 clusters Score -3401333 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3401405.500000 Penalty: 5004.129883
	Iteration 16Q: 3 clusters Score -3401406 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3401449.000000 Penalty: 5004.129883
	Iteration 17Q: 3 clusters Score -3401449 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3401475.500000 Penalty: 5004.129883
	Iteration 18Q: 3 clusters Score -3401476 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -3401520.250000 Penalty: 5004.129883
	Iteration 19Q: 3 clusters Score -3401520 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3401550.250000 Penalty: 5004.129883
	Iteration 20F: 3 clusters Score -3401550 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -3401583.500000 Penalty: 5004.129883
	Iteration 21Q: 3 clusters Score -3401584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3401620.250000 Penalty: 5004.129883
	Iteration 22Q: 3 clusters Score -3401620 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3401643.250000 Penalty: 5004.129883
	Iteration 23Q: 3 clusters Score -3401643 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3401673.750000 Penalty: 5004.129883
	Iteration 24Q: 3 clusters Score -3401674 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3401700.750000 Penalty: 5004.129883
	Iteration 25Q: 3 clusters Score -3401701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3401724.750000 Penalty: 5004.129883
	Iteration 26Q: 3 clusters Score -3401725 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3401750.750000 Penalty: 5004.129883
	Iteration 27Q: 3 clusters Score -3401751 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3401790.000000 Penalty: 5004.129883
	Iteration 28Q: 3 clusters Score -3401790 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3401821.500000 Penalty: 5004.129883
	Iteration 29Q: 3 clusters Score -3401822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3401850.750000 Penalty: 5004.129883
	Iteration 30Q: 3 clusters Score -3401851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3401869.000000 Penalty: 5004.129883
	Iteration 31Q: 3 clusters Score -3401869 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3401905.750000 Penalty: 5004.129883
	Iteration 32Q: 3 clusters Score -3401906 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3401942.000000 Penalty: 5004.129883
	Iteration 33Q: 3 clusters Score -3401942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3401976.750000 Penalty: 5004.129883
	Iteration 34Q: 3 clusters Score -3401977 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -3401994.000000 Penalty: 5004.129883
	Iteration 35Q: 3 clusters Score -3401994 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -3402039.500000 Penalty: 5004.129883
	Iteration 36Q: 3 clusters Score -3402040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3402061.250000 Penalty: 5004.129883
	Iteration 37Q: 3 clusters Score -3402061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3402084.250000 Penalty: 5004.129883
	Iteration 38Q: 3 clusters Score -3402084 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -3402114.750000 Penalty: 5004.129883
	Iteration 39Q: 3 clusters Score -3402115 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3402137.500000 Penalty: 5004.129883
	Iteration 40F: 3 clusters Score -3402138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3402150.500000 Penalty: 5004.129883
	Iteration 41Q: 3 clusters Score -3402150 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3402174.500000 Penalty: 5004.129883
	Iteration 42Q: 3 clusters Score -3402174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3402187.250000 Penalty: 5004.129883
	Iteration 43Q: 3 clusters Score -3402187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3402193.250000 Penalty: 5004.129883
	Iteration 44Q: 3 clusters Score -3402193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3402203.000000 Penalty: 5004.129883
	Iteration 45Q: 3 clusters Score -3402203 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3402207.500000 Penalty: 5004.129883
	Iteration 46Q: 3 clusters Score -3402208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3402212.750000 Penalty: 5004.129883
	Iteration 47Q: 3 clusters Score -3402213 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3402225.000000 Penalty: 5004.129883
	Iteration 48Q: 3 clusters Score -3402225 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3402231.500000 Penalty: 5004.129883
	Iteration 49Q: 3 clusters Score -3402232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3402236.250000 Penalty: 5004.129883
	Iteration 50Q: 3 clusters Score -3402236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3402248.250000 Penalty: 5004.129883
	Iteration 51Q: 3 clusters Score -3402248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3402260.000000 Penalty: 5004.129883
	Iteration 52Q: 3 clusters Score -3402260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -3402273.750000 Penalty: 5004.129883
	Iteration 53Q: 3 clusters Score -3402274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -3402284.250000 Penalty: 5004.129883
	Iteration 54Q: 3 clusters Score -3402284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3402282.500000 Penalty: 5004.129883
	Iteration 55Q: 3 clusters Score -3402282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3402286.250000 Penalty: 5004.129883
	Iteration 56Q: 3 clusters Score -3402286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3402284.000000 Penalty: 5004.129883
	Iteration 57Q: 3 clusters Score -3402284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3402283.750000 Penalty: 5004.129883
	Iteration 58Q: 3 clusters Score -3402284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3402291.500000 Penalty: 5004.129883
	Iteration 59Q: 3 clusters Score -3402292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3402294.250000 Penalty: 5004.129883
	Iteration 60F: 3 clusters Score -3402294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -3402293.750000 Penalty: 5004.129883
	Iteration 61Q: 3 clusters Score -3402294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3402292.500000 Penalty: 5004.129883
	Iteration 62Q: 3 clusters Score -3402292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3402289.250000 Penalty: 5004.129883
	Iteration 63Q: 3 clusters Score -3402289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3402292.750000 Penalty: 5004.129883
	Iteration 64Q: 3 clusters Score -3402293 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3402300.500000 Penalty: 5004.129883
	Iteration 65Q: 3 clusters Score -3402300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3402306.500000 Penalty: 5004.129883
	Iteration 66Q: 3 clusters Score -3402306 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3402310.500000 Penalty: 5004.129883
	Iteration 67Q: 3 clusters Score -3402310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -3402303.500000 Penalty: 5004.129883
	Iteration 68Q: 3 clusters Score -3402304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3402315.250000 Penalty: 5004.129883
	Iteration 69Q: 3 clusters Score -3402315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3402329.000000 Penalty: 5004.129883
	Iteration 70Q: 3 clusters Score -3402329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3402333.500000 Penalty: 5004.129883
	Iteration 71Q: 3 clusters Score -3402334 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3402342.750000 Penalty: 5004.129883
	Iteration 72Q: 3 clusters Score -3402343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -3402348.000000 Penalty: 5004.129883
	Iteration 73Q: 3 clusters Score -3402348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3402366.000000 Penalty: 5004.129883
	Iteration 74Q: 3 clusters Score -3402366 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3402361.500000 Penalty: 5004.129883
	Iteration 75Q: 3 clusters Score -3402362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3402367.250000 Penalty: 5004.129883
	Iteration 76Q: 3 clusters Score -3402367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3402368.250000 Penalty: 5004.129883
	Iteration 77Q: 3 clusters Score -3402368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3402366.750000 Penalty: 5004.129883
	Iteration 78Q: 3 clusters Score -3402367 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -3402375.000000 Penalty: 5004.129883
	Iteration 79Q: 3 clusters Score -3402375 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3402383.250000 Penalty: 5004.129883
	Iteration 80F: 3 clusters Score -3402383 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3402391.750000 Penalty: 5004.129883
	Iteration 81Q: 3 clusters Score -3402392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -3402409.500000 Penalty: 5004.129883
	Iteration 82Q: 3 clusters Score -3402410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3402435.250000 Penalty: 5004.129883
	Iteration 83Q: 3 clusters Score -3402435 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3402451.500000 Penalty: 5004.129883
	Iteration 84Q: 3 clusters Score -3402452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3402438.750000 Penalty: 5004.129883
	Iteration 85Q: 3 clusters Score -3402439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3402444.750000 Penalty: 5004.129883
	Iteration 86Q: 3 clusters Score -3402445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3402453.250000 Penalty: 5004.129883
	Iteration 87Q: 3 clusters Score -3402453 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3402465.500000 Penalty: 5004.129883
	Iteration 88Q: 3 clusters Score -3402466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3402479.500000 Penalty: 5004.129883
	Iteration 89Q: 3 clusters Score -3402480 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3402486.500000 Penalty: 5004.129883
	Iteration 90Q: 3 clusters Score -3402486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3402500.250000 Penalty: 5004.129883
	Iteration 91Q: 3 clusters Score -3402500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3402506.250000 Penalty: 5004.129883
	Iteration 92Q: 3 clusters Score -3402506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -3402506.250000 Penalty: 5004.129883
	Iteration 93Q: 3 clusters Score -3402506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3402511.750000 Penalty: 5004.129883
	Iteration 94Q: 3 clusters Score -3402512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3402517.750000 Penalty: 5004.129883
	Iteration 95Q: 3 clusters Score -3402518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3402524.500000 Penalty: 5004.129883
	Iteration 96Q: 3 clusters Score -3402524 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3402526.750000 Penalty: 5004.129883
	Iteration 97Q: 3 clusters Score -3402527 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3402528.750000 Penalty: 5004.129883
	Iteration 98Q: 3 clusters Score -3402529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3402544.500000 Penalty: 5004.129883
	Iteration 99Q: 3 clusters Score -3402544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3402553.000000 Penalty: 5004.129883
	Iteration 100F: 3 clusters Score -3402553 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -3402551.250000 Penalty: 5004.129883
	Iteration 101Q: 3 clusters Score -3402551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3402557.500000 Penalty: 5004.129883
	Iteration 102Q: 3 clusters Score -3402558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3402559.500000 Penalty: 5004.129883
	Iteration 103Q: 3 clusters Score -3402560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3402560.250000 Penalty: 5004.129883
	Iteration 104Q: 3 clusters Score -3402560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3402571.750000 Penalty: 5004.129883
	Iteration 105Q: 3 clusters Score -3402572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -3402579.250000 Penalty: 5004.129883
	Iteration 106Q: 3 clusters Score -3402579 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3402589.500000 Penalty: 5004.129883
	Iteration 107Q: 3 clusters Score -3402590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -3402588.000000 Penalty: 5004.129883
	Iteration 108Q: 3 clusters Score -3402588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3402594.750000 Penalty: 5004.129883
	Iteration 109Q: 3 clusters Score -3402595 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -3402605.000000 Penalty: 5004.129883
	Iteration 110Q: 3 clusters Score -3402605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3402610.250000 Penalty: 5004.129883
	Iteration 111Q: 3 clusters Score -3402610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3402608.500000 Penalty: 5004.129883
	Iteration 112Q: 3 clusters Score -3402608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3402615.000000 Penalty: 5004.129883
	Iteration 113Q: 3 clusters Score -3402615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3402632.250000 Penalty: 5004.129883
	Iteration 114Q: 3 clusters Score -3402632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3402622.500000 Penalty: 5004.129883
	Iteration 115Q: 3 clusters Score -3402622 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -3402649.500000 Penalty: 5004.129883
	Iteration 116Q: 3 clusters Score -3402650 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3402663.750000 Penalty: 5004.129883
	Iteration 117Q: 3 clusters Score -3402664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3402669.750000 Penalty: 5004.129883
	Iteration 118Q: 3 clusters Score -3402670 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3402682.250000 Penalty: 5004.129883
	Iteration 119Q: 3 clusters Score -3402682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3402697.250000 Penalty: 5004.129883
	Iteration 120F: 3 clusters Score -3402697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -3402693.500000 Penalty: 5004.129883
	Iteration 121Q: 3 clusters Score -3402694 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3402710.500000 Penalty: 5004.129883
	Iteration 122Q: 3 clusters Score -3402710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3402722.250000 Penalty: 5004.129883
	Iteration 123Q: 3 clusters Score -3402722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3402730.500000 Penalty: 5004.129883
	Iteration 124Q: 3 clusters Score -3402730 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3402727.250000 Penalty: 5004.129883
	Iteration 125Q: 3 clusters Score -3402727 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3402735.000000 Penalty: 5004.129883
	Iteration 126Q: 3 clusters Score -3402735 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3402740.000000 Penalty: 5004.129883
	Iteration 127Q: 3 clusters Score -3402740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3402754.750000 Penalty: 5004.129883
	Iteration 128Q: 3 clusters Score -3402755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3402757.750000 Penalty: 5004.129883
	Iteration 129Q: 3 clusters Score -3402758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3402766.000000 Penalty: 5004.129883
	Iteration 130Q: 3 clusters Score -3402766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -3402779.250000 Penalty: 5004.129883
	Iteration 131Q: 3 clusters Score -3402779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3402786.000000 Penalty: 5004.129883
	Iteration 132Q: 3 clusters Score -3402786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3402791.250000 Penalty: 5004.129883
	Iteration 133Q: 3 clusters Score -3402791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -3402805.250000 Penalty: 5004.129883
	Iteration 134Q: 3 clusters Score -3402805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3402809.500000 Penalty: 5004.129883
	Iteration 135Q: 3 clusters Score -3402810 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3402807.750000 Penalty: 5004.129883
	Iteration 136Q: 3 clusters Score -3402808 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3402834.000000 Penalty: 5004.129883
	Iteration 137Q: 3 clusters Score -3402834 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3402841.000000 Penalty: 5004.129883
	Iteration 138Q: 3 clusters Score -3402841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3402852.750000 Penalty: 5004.129883
	Iteration 139Q: 3 clusters Score -3402853 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3402872.500000 Penalty: 5004.129883
	Iteration 140F: 3 clusters Score -3402872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3402874.250000 Penalty: 5004.129883
	Iteration 141Q: 3 clusters Score -3402874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3402881.000000 Penalty: 5004.129883
	Iteration 142Q: 3 clusters Score -3402881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3402889.250000 Penalty: 5004.129883
	Iteration 143Q: 3 clusters Score -3402889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -3402893.750000 Penalty: 5004.129883
	Iteration 144Q: 3 clusters Score -3402894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3402893.000000 Penalty: 5004.129883
	Iteration 145Q: 3 clusters Score -3402893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -3402900.500000 Penalty: 5004.129883
	Iteration 146Q: 3 clusters Score -3402900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3402899.000000 Penalty: 5004.129883
	Iteration 147Q: 3 clusters Score -3402899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3402904.250000 Penalty: 5004.129883
	Iteration 148Q: 3 clusters Score -3402904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3402919.250000 Penalty: 5004.129883
	Iteration 149Q: 3 clusters Score -3402919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3402932.750000 Penalty: 5004.129883
	Iteration 150Q: 3 clusters Score -3402933 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3402940.000000 Penalty: 5004.129883
	Iteration 151Q: 3 clusters Score -3402940 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3402949.000000 Penalty: 5004.129883
	Iteration 152Q: 3 clusters Score -3402949 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3402962.500000 Penalty: 5004.129883
	Iteration 153Q: 3 clusters Score -3402962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3402980.750000 Penalty: 5004.129883
	Iteration 154Q: 3 clusters Score -3402981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3402984.250000 Penalty: 5004.129883
	Iteration 155Q: 3 clusters Score -3402984 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -3402992.250000 Penalty: 5004.129883
	Iteration 156Q: 3 clusters Score -3402992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3403003.750000 Penalty: 5004.129883
	Iteration 157Q: 3 clusters Score -3403004 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3403021.750000 Penalty: 5004.129883
	Iteration 158Q: 3 clusters Score -3403022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3403044.250000 Penalty: 5004.129883
	Iteration 159Q: 3 clusters Score -3403044 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3403060.250000 Penalty: 5004.129883
	Iteration 160F: 3 clusters Score -3403060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3403086.750000 Penalty: 5004.129883
	Iteration 161Q: 3 clusters Score -3403087 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3403090.500000 Penalty: 5004.129883
	Iteration 162Q: 3 clusters Score -3403090 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -3403093.500000 Penalty: 5004.129883
	Iteration 163Q: 3 clusters Score -3403094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3403115.250000 Penalty: 5004.129883
	Iteration 164Q: 3 clusters Score -3403115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3403128.000000 Penalty: 5004.129883
	Iteration 165Q: 3 clusters Score -3403128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -3403144.750000 Penalty: 5004.129883
	Iteration 166Q: 3 clusters Score -3403145 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3403168.750000 Penalty: 5004.129883
	Iteration 167Q: 3 clusters Score -3403169 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3403192.000000 Penalty: 5004.129883
	Iteration 168Q: 3 clusters Score -3403192 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -3403205.500000 Penalty: 5004.129883
	Iteration 169Q: 3 clusters Score -3403206 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3403221.500000 Penalty: 5004.129883
	Iteration 170Q: 3 clusters Score -3403222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3403237.250000 Penalty: 5004.129883
	Iteration 171Q: 3 clusters Score -3403237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -3403242.000000 Penalty: 5004.129883
	Iteration 172Q: 3 clusters Score -3403242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -3403256.500000 Penalty: 5004.129883
	Iteration 173Q: 3 clusters Score -3403256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -3403269.250000 Penalty: 5004.129883
	Iteration 174Q: 3 clusters Score -3403269 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3403283.750000 Penalty: 5004.129883
	Iteration 175Q: 3 clusters Score -3403284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -3403310.750000 Penalty: 5004.129883
	Iteration 176Q: 3 clusters Score -3403311 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3403341.500000 Penalty: 5004.129883
	Iteration 177Q: 3 clusters Score -3403342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3403361.000000 Penalty: 5004.129883
	Iteration 178Q: 3 clusters Score -3403361 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3403400.000000 Penalty: 5004.129883
	Iteration 179Q: 3 clusters Score -3403400 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3403421.500000 Penalty: 5004.129883
	Iteration 180F: 3 clusters Score -3403422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3403452.750000 Penalty: 5004.129883
	Iteration 181Q: 3 clusters Score -3403453 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -3403481.250000 Penalty: 5004.129883
	Iteration 182Q: 3 clusters Score -3403481 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3403528.750000 Penalty: 5004.129883
	Iteration 183Q: 3 clusters Score -3403529 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3403584.000000 Penalty: 5004.129883
	Iteration 184Q: 3 clusters Score -3403584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3403631.750000 Penalty: 5004.129883
	Iteration 185Q: 3 clusters Score -3403632 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3403682.750000 Penalty: 5004.129883
	Iteration 186Q: 3 clusters Score -3403683 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3403740.000000 Penalty: 5004.129883
	Iteration 187Q: 3 clusters Score -3403740 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -3403780.750000 Penalty: 5004.129883
	Iteration 188Q: 3 clusters Score -3403781 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3403828.250000 Penalty: 5004.129883
	Iteration 189Q: 3 clusters Score -3403828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3403872.250000 Penalty: 5004.129883
	Iteration 190Q: 3 clusters Score -3403872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -3403915.500000 Penalty: 5004.129883
	Iteration 191Q: 3 clusters Score -3403916 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3403959.000000 Penalty: 5004.129883
	Iteration 192Q: 3 clusters Score -3403959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -3404002.000000 Penalty: 5004.129883
	Iteration 193Q: 3 clusters Score -3404002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3404040.000000 Penalty: 5004.129883
	Iteration 194Q: 3 clusters Score -3404040 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3404070.000000 Penalty: 5004.129883
	Iteration 195Q: 3 clusters Score -3404070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3404091.000000 Penalty: 5004.129883
	Iteration 196Q: 3 clusters Score -3404091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3404103.000000 Penalty: 5004.129883
	Iteration 197Q: 3 clusters Score -3404103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3404125.250000 Penalty: 5004.129883
	Iteration 198Q: 3 clusters Score -3404125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3404148.000000 Penalty: 5004.129883
	Iteration 199Q: 3 clusters Score -3404148 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3404159.250000 Penalty: 5004.129883
	Iteration 200F: 3 clusters Score -3404159 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3404171.000000 Penalty: 5004.129883
	Iteration 201Q: 3 clusters Score -3404171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -3404178.750000 Penalty: 5004.129883
	Iteration 202Q: 3 clusters Score -3404179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3404190.250000 Penalty: 5004.129883
	Iteration 203Q: 3 clusters Score -3404190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3404197.500000 Penalty: 5004.129883
	Iteration 204Q: 3 clusters Score -3404198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -3404201.250000 Penalty: 5004.129883
	Iteration 205Q: 3 clusters Score -3404201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -3404200.250000 Penalty: 5004.129883
	Iteration 206Q: 3 clusters Score -3404200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3404203.750000 Penalty: 5004.129883
	Iteration 207Q: 3 clusters Score -3404204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3404207.000000 Penalty: 5004.129883
	Iteration 208Q: 3 clusters Score -3404207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3404206.500000 Penalty: 5004.129883
	Iteration 209Q: 3 clusters Score -3404206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3404206.250000 Penalty: 5004.129883
	Iteration 210Q: 3 clusters Score -3404206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -3404207.250000 Penalty: 5004.129883
	Iteration 211Q: 3 clusters Score -3404207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -3404213.750000 Penalty: 5004.129883
	Iteration 212Q: 3 clusters Score -3404214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3404215.500000 Penalty: 5004.129883
	Iteration 213Q: 3 clusters Score -3404216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -3404219.500000 Penalty: 5004.129883
	Iteration 214Q: 3 clusters Score -3404220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -3404216.000000 Penalty: 5004.129883
	Iteration 215Q: 3 clusters Score -3404216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -3404214.250000 Penalty: 5004.129883
	Iteration 216Q: 3 clusters Score -3404214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3404214.750000 Penalty: 5004.129883
	Iteration 217Q: 3 clusters Score -3404215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -3404222.750000 Penalty: 5004.129883
	Iteration 218Q: 3 clusters Score -3404223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3404224.750000 Penalty: 5004.129883
	Iteration 219Q: 3 clusters Score -3404225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3404224.750000 Penalty: 5004.129883
	Iteration 220F: 3 clusters Score -3404225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3404224.500000 Penalty: 5004.129883
	Iteration 221Q: 3 clusters Score -3404224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3404221.500000 Penalty: 5004.129883
	Iteration 222Q: 3 clusters Score -3404222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3404222.000000 Penalty: 5004.129883
	Iteration 223Q: 3 clusters Score -3404222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -3404221.000000 Penalty: 5004.129883
	Iteration 224Q: 3 clusters Score -3404221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3404215.000000 Penalty: 5004.129883
	Iteration 225Q: 3 clusters Score -3404215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3404215.250000 Penalty: 5004.129883
	Iteration 226Q: 3 clusters Score -3404215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -3404227.000000 Penalty: 5004.129883
	Iteration 227Q: 3 clusters Score -3404227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3404226.000000 Penalty: 5004.129883
	Iteration 228Q: 3 clusters Score -3404226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -3404226.750000 Penalty: 5004.129883
	Iteration 229Q: 3 clusters Score -3404227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -3404237.750000 Penalty: 5004.129883
	Iteration 230Q: 3 clusters Score -3404238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -3404240.750000 Penalty: 5004.129883
	Iteration 231Q: 3 clusters Score -3404241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3404237.500000 Penalty: 5004.129883
	Iteration 232Q: 3 clusters Score -3404238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3404242.500000 Penalty: 5004.129883
	Iteration 233Q: 3 clusters Score -3404242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3404248.500000 Penalty: 5004.129883
	Iteration 234Q: 3 clusters Score -3404248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -3404243.750000 Penalty: 5004.129883
	Iteration 235Q: 3 clusters Score -3404244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3404249.000000 Penalty: 5004.129883
	Iteration 236Q: 3 clusters Score -3404249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3404248.500000 Penalty: 5004.129883
	Iteration 237Q: 3 clusters Score -3404248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3404248.000000 Penalty: 5004.129883
	Iteration 238Q: 3 clusters Score -3404248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3404246.500000 Penalty: 5004.129883
	Iteration 239Q: 3 clusters Score -3404246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3404246.500000 Penalty: 5004.129883
	Iteration 240F: 3 clusters Score -3404246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -1233639.375000 Penalty: 2248.255371
	Iteration 0F: 2 clusters Score -1233639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1226763.500000 Penalty: 4496.510742
	Iteration 0F: 3 clusters Score -1226764 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1228634.875000 Penalty: 4496.510742
	Iteration 1F: 3 clusters Score -1228635 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1228866.375000 Penalty: 4496.510742
	Iteration 2F: 3 clusters Score -1228866 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1229015.000000 Penalty: 4496.510742
	Iteration 3Q: 3 clusters Score -1229015 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1229115.500000 Penalty: 4496.510742
	Iteration 4Q: 3 clusters Score -1229116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1229197.500000 Penalty: 4496.510742
	Iteration 5Q: 3 clusters Score -1229198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1229276.875000 Penalty: 4496.510742
	Iteration 6Q: 3 clusters Score -1229277 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1229362.375000 Penalty: 4496.510742
	Iteration 7Q: 3 clusters Score -1229362 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1229442.500000 Penalty: 4496.510742
	Iteration 8Q: 3 clusters Score -1229442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1229538.750000 Penalty: 4496.510742
	Iteration 9Q: 3 clusters Score -1229539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1229638.500000 Penalty: 4496.510742
	Iteration 10Q: 3 clusters Score -1229638 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1229757.375000 Penalty: 4496.510742
	Iteration 11Q: 3 clusters Score -1229757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1229871.375000 Penalty: 4496.510742
	Iteration 12Q: 3 clusters Score -1229871 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1230009.125000 Penalty: 4496.510742
	Iteration 13Q: 3 clusters Score -1230009 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1230170.500000 Penalty: 4496.510742
	Iteration 14Q: 3 clusters Score -1230170 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1230361.125000 Penalty: 4496.510742
	Iteration 15Q: 3 clusters Score -1230361 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1230553.875000 Penalty: 4496.510742
	Iteration 16Q: 3 clusters Score -1230554 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1230762.250000 Penalty: 4496.510742
	Iteration 17Q: 3 clusters Score -1230762 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1230972.250000 Penalty: 4496.510742
	Iteration 18Q: 3 clusters Score -1230972 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1231138.625000 Penalty: 4496.510742
	Iteration 19Q: 3 clusters Score -1231139 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1231279.125000 Penalty: 4496.510742
	Iteration 20F: 3 clusters Score -1231279 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1231376.125000 Penalty: 4496.510742
	Iteration 21Q: 3 clusters Score -1231376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1231450.875000 Penalty: 4496.510742
	Iteration 22Q: 3 clusters Score -1231451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1231509.375000 Penalty: 4496.510742
	Iteration 23Q: 3 clusters Score -1231509 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1231552.500000 Penalty: 4496.510742
	Iteration 24Q: 3 clusters Score -1231552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1231582.875000 Penalty: 4496.510742
	Iteration 25Q: 3 clusters Score -1231583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1231606.500000 Penalty: 4496.510742
	Iteration 26Q: 3 clusters Score -1231606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1231631.375000 Penalty: 4496.510742
	Iteration 27Q: 3 clusters Score -1231631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1231644.250000 Penalty: 4496.510742
	Iteration 28Q: 3 clusters Score -1231644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1231654.250000 Penalty: 4496.510742
	Iteration 29Q: 3 clusters Score -1231654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1231664.375000 Penalty: 4496.510742
	Iteration 30Q: 3 clusters Score -1231664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1231673.375000 Penalty: 4496.510742
	Iteration 31Q: 3 clusters Score -1231673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1231684.500000 Penalty: 4496.510742
	Iteration 32Q: 3 clusters Score -1231684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1231698.750000 Penalty: 4496.510742
	Iteration 33Q: 3 clusters Score -1231699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1231711.375000 Penalty: 4496.510742
	Iteration 34Q: 3 clusters Score -1231711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1231721.375000 Penalty: 4496.510742
	Iteration 35Q: 3 clusters Score -1231721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1231725.625000 Penalty: 4496.510742
	Iteration 36Q: 3 clusters Score -1231726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1231733.625000 Penalty: 4496.510742
	Iteration 37Q: 3 clusters Score -1231734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1231739.375000 Penalty: 4496.510742
	Iteration 38Q: 3 clusters Score -1231739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1231742.250000 Penalty: 4496.510742
	Iteration 39Q: 3 clusters Score -1231742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1231746.250000 Penalty: 4496.510742
	Iteration 40F: 3 clusters Score -1231746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1231752.625000 Penalty: 4496.510742
	Iteration 41Q: 3 clusters Score -1231753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1231754.250000 Penalty: 4496.510742
	Iteration 42Q: 3 clusters Score -1231754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1231756.875000 Penalty: 4496.510742
	Iteration 43Q: 3 clusters Score -1231757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1231756.625000 Penalty: 4496.510742
	Iteration 44Q: 3 clusters Score -1231757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1231756.375000 Penalty: 4496.510742
	Iteration 45Q: 3 clusters Score -1231756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1231756.375000 Penalty: 4496.510742
	Iteration 46F: 3 clusters Score -1231756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127730 members 
Mstep: Class 2 contains 141811 members 
Mstep: Class 5 contains 27890 members 
Mstep: Class 7 contains 26080 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 56955 members 
Mstep: Class 11 contains 28562 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 23 contains 24076 members 
Mstep: Class 24 contains 8652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84915408.000000 Penalty: 62815.007812
Iteration 39Q: 20 clusters Score -8.491541e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 127246 members 
Mstep: Class 2 contains 141915 members 
Mstep: Class 3 contains 356 members 
Mstep: Class 4 contains 142930 members 
Mstep: Class 5 contains 27251 members 
Mstep: Class 6 contains 1662 members 
Mstep: Class 7 contains 26419 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 58468 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 28756 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 18101 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 1848 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 23513 members 
Mstep: Class 24 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84917528.000000 Penalty: 62815.007812
Iteration 40F: 20 clusters Score -8.491753e+07 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 141346 members 
Mstep: Class 3 contains 355 members 
Mstep: Class 4 contains 143386 members 
Mstep: Class 5 contains 26405 members 
Mstep: Class 6 contains 1767 members 
Mstep: Class 7 contains 26576 members 
Mstep: Class 8 contains 4906 members 
Mstep: Class 9 contains 59949 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 28841 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 18656 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 22881 members 
Mstep: Class 24 contains 9332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84918528.000000 Penalty: 62815.007812
Iteration 41Q: 20 clusters Score -8.491853e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 124060 members 
Mstep: Class 2 contains 140654 members 
Mstep: Class 3 contains 354 members 
Mstep: Class 4 contains 143752 members 
Mstep: Class 5 contains 25601 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 26759 members 
Mstep: Class 8 contains 5239 members 
Mstep: Class 9 contains 61502 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 28970 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19155 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 22317 members 
Mstep: Class 24 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920120.000000 Penalty: 62815.007812
Iteration 42Q: 20 clusters Score -8.492012e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 140012 members 
Mstep: Class 3 contains 351 members 
Mstep: Class 4 contains 144018 members 
Mstep: Class 5 contains 24885 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 26938 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 63000 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29102 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19591 members 
Mstep: Class 16 contains 1698 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 21885 members 
Mstep: Class 24 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84920648.000000 Penalty: 62815.007812
Iteration 43Q: 20 clusters Score -8.492065e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121290 members 
Mstep: Class 2 contains 139315 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 144259 members 
Mstep: Class 5 contains 24224 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 27107 members 
Mstep: Class 8 contains 6028 members 
Mstep: Class 9 contains 64473 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29187 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19977 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 21529 members 
Mstep: Class 24 contains 10333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921312.000000 Penalty: 62815.007812
Iteration 44Q: 20 clusters Score -8.492131e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 138560 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 144526 members 
Mstep: Class 5 contains 23605 members 
Mstep: Class 6 contains 1854 members 
Mstep: Class 7 contains 27214 members 
Mstep: Class 8 contains 6478 members 
Mstep: Class 9 contains 65926 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29256 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20320 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 1877 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 21238 members 
Mstep: Class 24 contains 10562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84921752.000000 Penalty: 62815.007812
Iteration 45Q: 20 clusters Score -8.492175e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118790 members 
Mstep: Class 2 contains 137732 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 144815 members 
Mstep: Class 5 contains 23016 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 67345 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29334 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20659 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20981 members 
Mstep: Class 24 contains 10751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84922760.000000 Penalty: 62815.007812
Iteration 46Q: 20 clusters Score -8.492276e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 136755 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 145161 members 
Mstep: Class 5 contains 22476 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 27380 members 
Mstep: Class 8 contains 7521 members 
Mstep: Class 9 contains 68790 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29407 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20986 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20797 members 
Mstep: Class 24 contains 10902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923488.000000 Penalty: 62815.007812
Iteration 47Q: 20 clusters Score -8.492349e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116206 members 
Mstep: Class 2 contains 135702 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 145629 members 
Mstep: Class 5 contains 21887 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 27442 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 70238 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29490 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 21311 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20676 members 
Mstep: Class 24 contains 11038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84923984.000000 Penalty: 62815.007812
Iteration 48Q: 20 clusters Score -8.492398e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 114925 members 
Mstep: Class 2 contains 134639 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 146156 members 
Mstep: Class 5 contains 21326 members 
Mstep: Class 6 contains 1865 members 
Mstep: Class 7 contains 27503 members 
Mstep: Class 8 contains 8656 members 
Mstep: Class 9 contains 71580 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29555 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 21626 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20593 members 
Mstep: Class 24 contains 11133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924568.000000 Penalty: 62815.007812
Iteration 49Q: 20 clusters Score -8.492457e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 133594 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 146687 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 1866 members 
Mstep: Class 7 contains 27556 members 
Mstep: Class 8 contains 9159 members 
Mstep: Class 9 contains 72898 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29590 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 21926 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 1879 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20519 members 
Mstep: Class 24 contains 11215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925456.000000 Penalty: 62815.007812
Iteration 50Q: 20 clusters Score -8.492546e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 132530 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 147226 members 
Mstep: Class 5 contains 20250 members 
Mstep: Class 6 contains 1867 members 
Mstep: Class 7 contains 27590 members 
Mstep: Class 8 contains 9612 members 
Mstep: Class 9 contains 74176 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29655 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22216 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20492 members 
Mstep: Class 24 contains 11291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925736.000000 Penalty: 62815.007812
Iteration 51Q: 20 clusters Score -8.492574e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 131469 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 147787 members 
Mstep: Class 5 contains 19755 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 27627 members 
Mstep: Class 8 contains 10013 members 
Mstep: Class 9 contains 75444 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29707 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22480 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20466 members 
Mstep: Class 24 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926336.000000 Penalty: 62815.007812
Iteration 52Q: 20 clusters Score -8.492634e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 110578 members 
Mstep: Class 2 contains 130403 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 148410 members 
Mstep: Class 5 contains 19356 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 27638 members 
Mstep: Class 8 contains 10382 members 
Mstep: Class 9 contains 76684 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29712 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22702 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 23 contains 20438 members 
Mstep: Class 24 contains 11386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927016.000000 Penalty: 62815.007812
Iteration 53Q: 20 clusters Score -8.492702e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109650 members 
Mstep: Class 2 contains 129419 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 149083 members 
Mstep: Class 5 contains 18984 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 27644 members 
Mstep: Class 8 contains 10717 members 
Mstep: Class 9 contains 77830 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29703 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22857 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20406 members 
Mstep: Class 24 contains 11392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927904.000000 Penalty: 62815.007812
Iteration 54Q: 20 clusters Score -8.49279e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 128402 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 149788 members 
Mstep: Class 5 contains 18616 members 
Mstep: Class 6 contains 1870 members 
Mstep: Class 7 contains 27658 members 
Mstep: Class 8 contains 11018 members 
Mstep: Class 9 contains 78945 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29716 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22971 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20388 members 
Mstep: Class 24 contains 11399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928304.000000 Penalty: 62815.007812
Iteration 55Q: 20 clusters Score -8.49283e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108099 members 
Mstep: Class 2 contains 127311 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 150460 members 
Mstep: Class 5 contains 18298 members 
Mstep: Class 6 contains 1871 members 
Mstep: Class 7 contains 27668 members 
Mstep: Class 8 contains 11276 members 
Mstep: Class 9 contains 79983 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29732 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23088 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20358 members 
Mstep: Class 24 contains 11411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928496.000000 Penalty: 62815.007812
Iteration 56Q: 20 clusters Score -8.49285e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 126206 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 151167 members 
Mstep: Class 5 contains 17970 members 
Mstep: Class 6 contains 1873 members 
Mstep: Class 7 contains 27657 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 80976 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29752 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23207 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20319 members 
Mstep: Class 24 contains 11409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928904.000000 Penalty: 62815.007812
Iteration 57Q: 20 clusters Score -8.49289e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106959 members 
Mstep: Class 2 contains 125109 members 
Mstep: Class 3 contains 349 members 
Mstep: Class 4 contains 151844 members 
Mstep: Class 5 contains 17647 members 
Mstep: Class 6 contains 1875 members 
Mstep: Class 7 contains 27682 members 
Mstep: Class 8 contains 11671 members 
Mstep: Class 9 contains 81901 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29799 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23315 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20321 members 
Mstep: Class 24 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 58Q: 20 clusters Score -8.492909e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106476 members 
Mstep: Class 2 contains 124005 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 152570 members 
Mstep: Class 5 contains 17311 members 
Mstep: Class 6 contains 1876 members 
Mstep: Class 7 contains 27702 members 
Mstep: Class 8 contains 11832 members 
Mstep: Class 9 contains 82767 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29832 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23433 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 1882 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 11427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929432.000000 Penalty: 62815.007812
Iteration 59Q: 20 clusters Score -8.492943e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106013 members 
Mstep: Class 2 contains 122934 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 153298 members 
Mstep: Class 5 contains 16994 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 27704 members 
Mstep: Class 8 contains 11987 members 
Mstep: Class 9 contains 83593 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29843 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23535 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20309 members 
Mstep: Class 24 contains 11444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929840.000000 Penalty: 62815.007812
Iteration 60F: 20 clusters Score -8.492984e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105401 members 
Mstep: Class 2 contains 121907 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 153980 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 27717 members 
Mstep: Class 8 contains 12330 members 
Mstep: Class 9 contains 84369 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29866 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 1743 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20317 members 
Mstep: Class 24 contains 11453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930208.000000 Penalty: 62815.007812
Iteration 61Q: 20 clusters Score -8.493021e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 120768 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 154689 members 
Mstep: Class 5 contains 16417 members 
Mstep: Class 6 contains 1881 members 
Mstep: Class 7 contains 27744 members 
Mstep: Class 8 contains 12665 members 
Mstep: Class 9 contains 85116 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29881 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23649 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20327 members 
Mstep: Class 24 contains 11449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930680.000000 Penalty: 62815.007812
Iteration 62Q: 20 clusters Score -8.493068e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104499 members 
Mstep: Class 2 contains 119660 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155414 members 
Mstep: Class 5 contains 16152 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 27771 members 
Mstep: Class 8 contains 12983 members 
Mstep: Class 9 contains 85778 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29890 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23706 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 1884 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20324 members 
Mstep: Class 24 contains 11440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930440.000000 Penalty: 62815.007812
Iteration 63Q: 20 clusters Score -8.493044e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 118609 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156075 members 
Mstep: Class 5 contains 15860 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 13283 members 
Mstep: Class 9 contains 86387 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29903 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23753 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 1885 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20338 members 
Mstep: Class 24 contains 11434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930856.000000 Penalty: 62815.007812
Iteration 64Q: 20 clusters Score -8.493086e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 117540 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156757 members 
Mstep: Class 5 contains 15582 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 27864 members 
Mstep: Class 8 contains 13542 members 
Mstep: Class 9 contains 86956 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29891 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23775 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20363 members 
Mstep: Class 24 contains 11426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930744.000000 Penalty: 62815.007812
Iteration 65Q: 20 clusters Score -8.493074e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103724 members 
Mstep: Class 2 contains 116322 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 157582 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 6 contains 1887 members 
Mstep: Class 7 contains 27927 members 
Mstep: Class 8 contains 13760 members 
Mstep: Class 9 contains 87447 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29898 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23774 members 
Mstep: Class 16 contains 1787 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20391 members 
Mstep: Class 24 contains 11435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930784.000000 Penalty: 62815.007812
Iteration 66Q: 20 clusters Score -8.493078e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103585 members 
Mstep: Class 2 contains 114912 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 158673 members 
Mstep: Class 5 contains 15064 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 27998 members 
Mstep: Class 8 contains 13963 members 
Mstep: Class 9 contains 87907 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29868 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23759 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 1886 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20420 members 
Mstep: Class 24 contains 11429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930984.000000 Penalty: 62815.007812
Iteration 67Q: 20 clusters Score -8.493098e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 113263 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 160016 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 28091 members 
Mstep: Class 8 contains 14154 members 
Mstep: Class 9 contains 88328 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29884 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23743 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 1888 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20457 members 
Mstep: Class 24 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930664.000000 Penalty: 62815.007812
Iteration 68Q: 20 clusters Score -8.493066e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 111395 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 161614 members 
Mstep: Class 5 contains 14472 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 28200 members 
Mstep: Class 8 contains 14316 members 
Mstep: Class 9 contains 88690 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29901 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23633 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 1889 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20480 members 
Mstep: Class 24 contains 11446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84930440.000000 Penalty: 62815.007812
Iteration 69Q: 20 clusters Score -8.493044e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 109253 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 163499 members 
Mstep: Class 5 contains 14193 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 28357 members 
Mstep: Class 8 contains 14437 members 
Mstep: Class 9 contains 88981 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29939 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23457 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1894 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 11460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929912.000000 Penalty: 62815.007812
Iteration 70Q: 20 clusters Score -8.492991e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 106913 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 165555 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 1896 members 
Mstep: Class 7 contains 28552 members 
Mstep: Class 8 contains 14539 members 
Mstep: Class 9 contains 89253 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29986 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23277 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 1900 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20497 members 
Mstep: Class 24 contains 11464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929936.000000 Penalty: 62815.007812
Iteration 71Q: 20 clusters Score -8.492994e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 103767 members 
Mstep: Class 2 contains 104384 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 167752 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 1899 members 
Mstep: Class 7 contains 28807 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 9 contains 89488 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30019 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 23111 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1905 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20505 members 
Mstep: Class 24 contains 11462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929248.000000 Penalty: 62815.007812
Iteration 72Q: 20 clusters Score -8.492925e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104036 members 
Mstep: Class 2 contains 101788 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 169971 members 
Mstep: Class 5 contains 13309 members 
Mstep: Class 6 contains 1904 members 
Mstep: Class 7 contains 29071 members 
Mstep: Class 8 contains 14728 members 
Mstep: Class 9 contains 89694 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30071 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22842 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20521 members 
Mstep: Class 24 contains 11477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928224.000000 Penalty: 62815.007812
Iteration 73Q: 20 clusters Score -8.492822e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104470 members 
Mstep: Class 2 contains 99303 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 172016 members 
Mstep: Class 5 contains 13057 members 
Mstep: Class 6 contains 1903 members 
Mstep: Class 7 contains 29310 members 
Mstep: Class 8 contains 14813 members 
Mstep: Class 9 contains 89864 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30125 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22495 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20527 members 
Mstep: Class 24 contains 11516 members 
Entering Unmasked Estep 
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Score: -84927520.000000 Penalty: 62815.007812
Iteration 74Q: 20 clusters Score -8.492752e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 96943 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 173826 members 
Mstep: Class 5 contains 12844 members 
Mstep: Class 6 contains 1909 members 
Mstep: Class 7 contains 29599 members 
Mstep: Class 8 contains 14921 members 
Mstep: Class 9 contains 90051 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30185 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 22125 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20565 members 
Mstep: Class 24 contains 11554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84927056.000000 Penalty: 62815.007812
Iteration 75Q: 20 clusters Score -8.492706e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105380 members 
Mstep: Class 2 contains 94842 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 175317 members 
Mstep: Class 5 contains 12679 members 
Mstep: Class 6 contains 1923 members 
Mstep: Class 7 contains 29807 members 
Mstep: Class 8 contains 15046 members 
Mstep: Class 9 contains 90301 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30216 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 21661 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20625 members 
Mstep: Class 24 contains 11587 members 
Entering Unmasked Estep 
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Score: -84925888.000000 Penalty: 62815.007812
Iteration 76Q: 20 clusters Score -8.492589e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 93190 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 176333 members 
Mstep: Class 5 contains 12510 members 
Mstep: Class 6 contains 1930 members 
Mstep: Class 7 contains 29932 members 
Mstep: Class 8 contains 15167 members 
Mstep: Class 9 contains 90546 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30308 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 21235 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20703 members 
Mstep: Class 24 contains 11621 members 
Entering Unmasked Estep 
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Score: -84925064.000000 Penalty: 62815.007812
Iteration 77Q: 20 clusters Score -8.492506e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 92063 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 176712 members 
Mstep: Class 5 contains 12362 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 30016 members 
Mstep: Class 8 contains 15277 members 
Mstep: Class 9 contains 90845 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30390 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20890 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20772 members 
Mstep: Class 24 contains 11659 members 
Entering Unmasked Estep 
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Iteration 78Q: 20 clusters Score -8.492419e+07 nChanged 5887
Entering ConstructFrom: 
Score: -84924192.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (107083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Entering Unmasked Estep 
Score: -15015233.000000 Penalty: 2872.177246
	Iteration 0F: 2 clusters Score -1.501523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -14945251.000000 Penalty: 5744.354492
	Iteration 0F: 3 clusters Score -1.494525e+07 nChanged 50982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -14974295.000000 Penalty: 5744.354492
	Iteration 1F: 3 clusters Score -1.49743e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -14975174.000000 Penalty: 5744.354492
	Iteration 2Q: 3 clusters Score -1.497517e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -14976348.000000 Penalty: 5744.354492
	Iteration 3Q: 3 clusters Score -1.497635e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -14977539.000000 Penalty: 5744.354492
	Iteration 4Q: 3 clusters Score -1.497754e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 57196 members 
Entering Unmasked Estep 
Score: -14979005.000000 Penalty: 5744.354492
	Iteration 5Q: 3 clusters Score -1.4979e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -14980879.000000 Penalty: 5744.354492
	Iteration 6Q: 3 clusters Score -1.498088e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -14983346.000000 Penalty: 5744.354492
	Iteration 7Q: 3 clusters Score -1.498335e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -14986732.000000 Penalty: 5744.354492
	Iteration 8F: 3 clusters Score -1.498673e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -14991204.000000 Penalty: 5744.354492
	Iteration 9F: 3 clusters Score -1.49912e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -14996297.000000 Penalty: 5744.354492
	Iteration 10F: 3 clusters Score -1.49963e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 73095 members 
Entering Unmasked Estep 
Score: -15000531.000000 Penalty: 5744.354492
	Iteration 11F: 3 clusters Score -1.500053e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 74962 members 
Entering Unmasked Estep 
Score: -15002828.000000 Penalty: 5744.354492
	Iteration 12Q: 3 clusters Score -1.500283e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -15003802.000000 Penalty: 5744.354492
	Iteration 13Q: 3 clusters Score -1.50038e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 78096 members 
Entering Unmasked Estep 
Score: -15004386.000000 Penalty: 5744.354492
	Iteration 14Q: 3 clusters Score -1.500439e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -15004938.000000 Penalty: 5744.354492
	Iteration 15Q: 3 clusters Score -1.500494e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 81167 members 
Entering Unmasked Estep 
Score: -15005397.000000 Penalty: 5744.354492
	Iteration 16Q: 3 clusters Score -1.50054e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -15005813.000000 Penalty: 5744.354492
	Iteration 17Q: 3 clusters Score -1.500581e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 84235 members 
Entering Unmasked Estep 
Score: -15006243.000000 Penalty: 5744.354492
	Iteration 18Q: 3 clusters Score -1.500624e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -15006651.000000 Penalty: 5744.354492
	Iteration 19Q: 3 clusters Score -1.500665e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -15007044.000000 Penalty: 5744.354492
	Iteration 20F: 3 clusters Score -1.500704e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 88504 members 
Entering Unmasked Estep 
Score: -15007470.000000 Penalty: 5744.354492
	Iteration 21Q: 3 clusters Score -1.500747e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -15007871.000000 Penalty: 5744.354492
	Iteration 22Q: 3 clusters Score -1.500787e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 91249 members 
Entering Unmasked Estep 
Score: -15008264.000000 Penalty: 5744.354492
	Iteration 23Q: 3 clusters Score -1.500826e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 92504 members 
Entering Unmasked Estep 
Score: -15008622.000000 Penalty: 5744.354492
	Iteration 24Q: 3 clusters Score -1.500862e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -15009001.000000 Penalty: 5744.354492
	Iteration 25Q: 3 clusters Score -1.5009e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -15009467.000000 Penalty: 5744.354492
	Iteration 26Q: 3 clusters Score -1.500947e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -15009853.000000 Penalty: 5744.354492
	Iteration 27Q: 3 clusters Score -1.500985e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 97205 members 
Entering Unmasked Estep 
Score: -15010138.000000 Penalty: 5744.354492
	Iteration 28Q: 3 clusters Score -1.501014e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 98161 members 
Entering Unmasked Estep 
Score: -15010480.000000 Penalty: 5744.354492
	Iteration 29Q: 3 clusters Score -1.501048e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -15010713.000000 Penalty: 5744.354492
	Iteration 30Q: 3 clusters Score -1.501071e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -15010977.000000 Penalty: 5744.354492
	Iteration 31Q: 3 clusters Score -1.501098e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -15011238.000000 Penalty: 5744.354492
	Iteration 32Q: 3 clusters Score -1.501124e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -15011445.000000 Penalty: 5744.354492
	Iteration 33Q: 3 clusters Score -1.501144e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -15011706.000000 Penalty: 5744.354492
	Iteration 34Q: 3 clusters Score -1.501171e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -15011948.000000 Penalty: 5744.354492
	Iteration 35Q: 3 clusters Score -1.501195e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -15012106.000000 Penalty: 5744.354492
	Iteration 36Q: 3 clusters Score -1.501211e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 103012 members 
Entering Unmasked Estep 
Score: -15012238.000000 Penalty: 5744.354492
	Iteration 37Q: 3 clusters Score -1.501224e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -15012356.000000 Penalty: 5744.354492
	Iteration 38Q: 3 clusters Score -1.501236e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -15012439.000000 Penalty: 5744.354492
	Iteration 39Q: 3 clusters Score -1.501244e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 103870 members 
Entering Unmasked Estep 
Score: -15012544.000000 Penalty: 5744.354492
	Iteration 40F: 3 clusters Score -1.501254e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -15012645.000000 Penalty: 5744.354492
	Iteration 41Q: 3 clusters Score -1.501264e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 104273 members 
Entering Unmasked Estep 
Score: -15012679.000000 Penalty: 5744.354492
	Iteration 42Q: 3 clusters Score -1.501268e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -15012757.000000 Penalty: 5744.354492
	Iteration 43Q: 3 clusters Score -1.501276e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 104578 members 
Entering Unmasked Estep 
Score: -15012821.000000 Penalty: 5744.354492
	Iteration 44Q: 3 clusters Score -1.501282e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 104697 members 
Entering Unmasked Estep 
Score: -15012888.000000 Penalty: 5744.354492
	Iteration 45Q: 3 clusters Score -1.501289e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 104811 members 
Entering Unmasked Estep 
Score: -15012904.000000 Penalty: 5744.354492
	Iteration 46Q: 3 clusters Score -1.50129e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 104914 members 
Entering Unmasked Estep 
Score: -15012936.000000 Penalty: 5744.354492
	Iteration 47Q: 3 clusters Score -1.501294e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -15012952.000000 Penalty: 5744.354492
	Iteration 48Q: 3 clusters Score -1.501295e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 105058 members 
Entering Unmasked Estep 
Score: -15012994.000000 Penalty: 5744.354492
	Iteration 49Q: 3 clusters Score -1.501299e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 105115 members 
Entering Unmasked Estep 
Score: -15012957.000000 Penalty: 5744.354492
	Iteration 50Q: 3 clusters Score -1.501296e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -15012974.000000 Penalty: 5744.354492
	Iteration 51Q: 3 clusters Score -1.501297e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 105185 members 
Entering Unmasked Estep 
Score: -15012974.000000 Penalty: 5744.354492
	Iteration 52Q: 3 clusters Score -1.501297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 105216 members 
Entering Unmasked Estep 
Score: -15012992.000000 Penalty: 5744.354492
	Iteration 53Q: 3 clusters Score -1.501299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 105246 members 
Entering Unmasked Estep 
Score: -15012994.000000 Penalty: 5744.354492
	Iteration 54Q: 3 clusters Score -1.501299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -15012997.000000 Penalty: 5744.354492
	Iteration 55Q: 3 clusters Score -1.5013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 105295 members 
Entering Unmasked Estep 
Score: -15013013.000000 Penalty: 5744.354492
	Iteration 56Q: 3 clusters Score -1.501301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 105311 members 
Entering Unmasked Estep 
Score: -15013016.000000 Penalty: 5744.354492
	Iteration 57Q: 3 clusters Score -1.501302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -15013021.000000 Penalty: 5744.354492
	Iteration 58Q: 3 clusters Score -1.501302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 105335 members 
Entering Unmasked Estep 
Score: -15013017.000000 Penalty: 5744.354492
	Iteration 59Q: 3 clusters Score -1.501302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 105342 members 
Entering Unmasked Estep 
Score: -15013015.000000 Penalty: 5744.354492
	Iteration 60F: 3 clusters Score -1.501302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 105346 members 
Entering Unmasked Estep 
Score: -15013017.000000 Penalty: 5744.354492
	Iteration 61Q: 3 clusters Score -1.501302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -15013019.000000 Penalty: 5744.354492
	Iteration 62Q: 3 clusters Score -1.501302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -15013014.000000 Penalty: 5744.354492
	Iteration 63Q: 3 clusters Score -1.501301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -15013015.000000 Penalty: 5744.354492
	Iteration 64Q: 3 clusters Score -1.501302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 105361 members 
Entering Unmasked Estep 
Score: -15013015.000000 Penalty: 5744.354492
	Iteration 65Q: 3 clusters Score -1.501302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 105366 members 
Entering Unmasked Estep 
Score: -15013006.000000 Penalty: 5744.354492
	Iteration 66Q: 3 clusters Score -1.501301e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -15013012.000000 Penalty: 5744.354492
	Iteration 67Q: 3 clusters Score -1.501301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -15013012.000000 Penalty: 5744.354492
	Iteration 68Q: 3 clusters Score -1.501301e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -15013005.000000 Penalty: 5744.354492
	Iteration 69Q: 3 clusters Score -1.5013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 105384 members 
Entering Unmasked Estep 
Score: -15013001.000000 Penalty: 5744.354492
	Iteration 70Q: 3 clusters Score -1.5013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 105386 members 
Entering Unmasked Estep 
Score: -15012994.000000 Penalty: 5744.354492
	Iteration 71Q: 3 clusters Score -1.501299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 105388 members 
Entering Unmasked Estep 
Score: -15012998.000000 Penalty: 5744.354492
	Iteration 72Q: 3 clusters Score -1.5013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -15013006.000000 Penalty: 5744.354492
	Iteration 73Q: 3 clusters Score -1.501301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -15013009.000000 Penalty: 5744.354492
	Iteration 74Q: 3 clusters Score -1.501301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -15013009.000000 Penalty: 5744.354492
	Iteration 75Q: 3 clusters Score -1.501301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 105407 members 
Entering Unmasked Estep 
Score: -15013010.000000 Penalty: 5744.354492
	Iteration 76Q: 3 clusters Score -1.501301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -15012996.000000 Penalty: 5744.354492
	Iteration 77Q: 3 clusters Score -1.5013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -15013002.000000 Penalty: 5744.354492
	Iteration 78Q: 3 clusters Score -1.5013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 105410 members 
Entering Unmasked Estep 
Score: -15012994.000000 Penalty: 5744.354492
	Iteration 79Q: 3 clusters Score -1.501299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 105411 members 
Entering Unmasked Estep 
Score: -15013003.000000 Penalty: 5744.354492
	Iteration 80F: 3 clusters Score -1.5013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Entering Unmasked Estep 
Score: -12814099.000000 Penalty: 2832.939453
	Iteration 0F: 2 clusters Score -1.28141e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -12753601.000000 Penalty: 5665.878906
	Iteration 0F: 3 clusters Score -1.27536e+07 nChanged 42940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -12778301.000000 Penalty: 5665.878906
	Iteration 1F: 3 clusters Score -1.27783e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -12779258.000000 Penalty: 5665.878906
	Iteration 2Q: 3 clusters Score -1.277926e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -12780561.000000 Penalty: 5665.878906
	Iteration 3Q: 3 clusters Score -1.278056e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -12782958.000000 Penalty: 5665.878906
	Iteration 4F: 3 clusters Score -1.278296e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -12786808.000000 Penalty: 5665.878906
	Iteration 5F: 3 clusters Score -1.278681e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -12792625.000000 Penalty: 5665.878906
	Iteration 6F: 3 clusters Score -1.279262e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -12799189.000000 Penalty: 5665.878906
	Iteration 7F: 3 clusters Score -1.279919e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -12804645.000000 Penalty: 5665.878906
	Iteration 8F: 3 clusters Score -1.280464e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -12808076.000000 Penalty: 5665.878906
	Iteration 9Q: 3 clusters Score -1.280808e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -12809678.000000 Penalty: 5665.878906
	Iteration 10Q: 3 clusters Score -1.280968e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 85410 members 
Entering Unmasked Estep 
Score: -12810316.000000 Penalty: 5665.878906
	Iteration 11Q: 3 clusters Score -1.281032e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -12810704.000000 Penalty: 5665.878906
	Iteration 12Q: 3 clusters Score -1.28107e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -12810884.000000 Penalty: 5665.878906
	Iteration 13Q: 3 clusters Score -1.281088e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -12811052.000000 Penalty: 5665.878906
	Iteration 14Q: 3 clusters Score -1.281105e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -12811211.000000 Penalty: 5665.878906
	Iteration 15Q: 3 clusters Score -1.281121e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -12811260.000000 Penalty: 5665.878906
	Iteration 16Q: 3 clusters Score -1.281126e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -12811343.000000 Penalty: 5665.878906
	Iteration 17Q: 3 clusters Score -1.281134e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -12811410.000000 Penalty: 5665.878906
	Iteration 18Q: 3 clusters Score -1.281141e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -12811451.000000 Penalty: 5665.878906
	Iteration 19Q: 3 clusters Score -1.281145e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -12811534.000000 Penalty: 5665.878906
	Iteration 20F: 3 clusters Score -1.281153e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -12811548.000000 Penalty: 5665.878906
	Iteration 21Q: 3 clusters Score -1.281155e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 89010 members 
Entering Unmasked Estep 
Score: -12811554.000000 Penalty: 5665.878906
	Iteration 22Q: 3 clusters Score -1.281155e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 89131 members 
Entering Unmasked Estep 
Score: -12811561.000000 Penalty: 5665.878906
	Iteration 23Q: 3 clusters Score -1.281156e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -12811611.000000 Penalty: 5665.878906
	Iteration 24Q: 3 clusters Score -1.281161e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 89361 members 
Entering Unmasked Estep 
Score: -12811662.000000 Penalty: 5665.878906
	Iteration 25Q: 3 clusters Score -1.281166e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -12811687.000000 Penalty: 5665.878906
	Iteration 26Q: 3 clusters Score -1.281169e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 89509 members 
Entering Unmasked Estep 
Score: -12811708.000000 Penalty: 5665.878906
	Iteration 27Q: 3 clusters Score -1.281171e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -12811716.000000 Penalty: 5665.878906
	Iteration 28Q: 3 clusters Score -1.281172e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -12811746.000000 Penalty: 5665.878906
	Iteration 29Q: 3 clusters Score -1.281175e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -12811763.000000 Penalty: 5665.878906
	Iteration 30Q: 3 clusters Score -1.281176e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 89781 members 
Entering Unmasked Estep 
Score: -12811795.000000 Penalty: 5665.878906
	Iteration 31Q: 3 clusters Score -1.28118e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 89838 members 
Entering Unmasked Estep 
Score: -12811816.000000 Penalty: 5665.878906
	Iteration 32Q: 3 clusters Score -1.281182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 89889 members 
Entering Unmasked Estep 
Score: -12811823.000000 Penalty: 5665.878906
	Iteration 33Q: 3 clusters Score -1.281182e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 89932 members 
Entering Unmasked Estep 
Score: -12811825.000000 Penalty: 5665.878906
	Iteration 34Q: 3 clusters Score -1.281182e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 89971 members 
Entering Unmasked Estep 
Score: -12811848.000000 Penalty: 5665.878906
	Iteration 35Q: 3 clusters Score -1.281185e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 90015 members 
Entering Unmasked Estep 
Score: -12811825.000000 Penalty: 5665.878906
	Iteration 36Q: 3 clusters Score -1.281182e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 90046 members 
Entering Unmasked Estep 
Score: -12811841.000000 Penalty: 5665.878906
	Iteration 37Q: 3 clusters Score -1.281184e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 90074 members 
Entering Unmasked Estep 
Score: -12811845.000000 Penalty: 5665.878906
	Iteration 38Q: 3 clusters Score -1.281184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -12811847.000000 Penalty: 5665.878906
	Iteration 39Q: 3 clusters Score -1.281185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 90118 members 
Entering Unmasked Estep 
Score: -12811849.000000 Penalty: 5665.878906
	Iteration 40F: 3 clusters Score -1.281185e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 90142 members 
Entering Unmasked Estep 
Score: -12811853.000000 Penalty: 5665.878906
	Iteration 41Q: 3 clusters Score -1.281185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 90158 members 
Entering Unmasked Estep 
Score: -12811870.000000 Penalty: 5665.878906
	Iteration 42Q: 3 clusters Score -1.281187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -12811868.000000 Penalty: 5665.878906
	Iteration 43Q: 3 clusters Score -1.281187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -12811871.000000 Penalty: 5665.878906
	Iteration 44Q: 3 clusters Score -1.281187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -12811856.000000 Penalty: 5665.878906
	Iteration 45Q: 3 clusters Score -1.281186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -12811869.000000 Penalty: 5665.878906
	Iteration 46Q: 3 clusters Score -1.281187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 90237 members 
Entering Unmasked Estep 
Score: -12811887.000000 Penalty: 5665.878906
	Iteration 47Q: 3 clusters Score -1.281189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -12811888.000000 Penalty: 5665.878906
	Iteration 48Q: 3 clusters Score -1.281189e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 90270 members 
Entering Unmasked Estep 
Score: -12811886.000000 Penalty: 5665.878906
	Iteration 49Q: 3 clusters Score -1.281189e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -12811881.000000 Penalty: 5665.878906
	Iteration 50Q: 3 clusters Score -1.281188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -12811880.000000 Penalty: 5665.878906
	Iteration 51Q: 3 clusters Score -1.281188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -12811883.000000 Penalty: 5665.878906
	Iteration 52Q: 3 clusters Score -1.281188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -12811897.000000 Penalty: 5665.878906
	Iteration 53Q: 3 clusters Score -1.28119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -12811900.000000 Penalty: 5665.878906
	Iteration 54Q: 3 clusters Score -1.28119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -12811908.000000 Penalty: 5665.878906
	Iteration 55Q: 3 clusters Score -1.281191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 90348 members 
Entering Unmasked Estep 
Score: -12811907.000000 Penalty: 5665.878906
	Iteration 56Q: 3 clusters Score -1.281191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -12811920.000000 Penalty: 5665.878906
	Iteration 57Q: 3 clusters Score -1.281192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -12811922.000000 Penalty: 5665.878906
	Iteration 58Q: 3 clusters Score -1.281192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -12811915.000000 Penalty: 5665.878906
	Iteration 59Q: 3 clusters Score -1.281192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -12811917.000000 Penalty: 5665.878906
	Iteration 60F: 3 clusters Score -1.281192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -12811916.000000 Penalty: 5665.878906
	Iteration 61Q: 3 clusters Score -1.281192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 90359 members 
Entering Unmasked Estep 
Score: -12811916.000000 Penalty: 5665.878906
	Iteration 62F: 3 clusters Score -1.281192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39862.121094 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39862.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -40023.347656 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40023.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -40193.132812 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40193.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -40301.488281 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -40301.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -40506.757812 Penalty: 2905.534668
	Iteration 4F: 3 clusters Score -40506.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40607.808594 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40607.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40661.445312 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40661.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -40702.546875 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40702.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -40731.515625 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40731.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -40754.554688 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40754.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -40760.863281 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40760.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -40760.863281 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -40760.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (176452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176452 members 
Entering Unmasked Estep 
Score: -24601420.000000 Penalty: 2996.039307
	Iteration 0F: 2 clusters Score -2.460142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88166 members 
Mstep: Class 2 contains 88286 members 
Entering Unmasked Estep 
Score: -24494160.000000 Penalty: 5992.078613
	Iteration 0F: 3 clusters Score -2.449416e+07 nChanged 84725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 89147 members 
Entering Unmasked Estep 
Score: -24543728.000000 Penalty: 5992.078613
	Iteration 1F: 3 clusters Score -2.454373e+07 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -24545216.000000 Penalty: 5992.078613
	Iteration 2Q: 3 clusters Score -2.454522e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -24547302.000000 Penalty: 5992.078613
	Iteration 3Q: 3 clusters Score -2.45473e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -24550374.000000 Penalty: 5992.078613
	Iteration 4Q: 3 clusters Score -2.455037e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -24554790.000000 Penalty: 5992.078613
	Iteration 5Q: 3 clusters Score -2.455479e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83268 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -24561214.000000 Penalty: 5992.078613
	Iteration 6F: 3 clusters Score -2.456121e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 93444 members 
Entering Unmasked Estep 
Score: -24568348.000000 Penalty: 5992.078613
	Iteration 7F: 3 clusters Score -2.456835e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -24575842.000000 Penalty: 5992.078613
	Iteration 8F: 3 clusters Score -2.457584e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -24582276.000000 Penalty: 5992.078613
	Iteration 9F: 3 clusters Score -2.458228e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -24585764.000000 Penalty: 5992.078613
	Iteration 10Q: 3 clusters Score -2.458576e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85541 members 
Mstep: Class 2 contains 90911 members 
Entering Unmasked Estep 
Score: -24587102.000000 Penalty: 5992.078613
	Iteration 11Q: 3 clusters Score -2.45871e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 90108 members 
Entering Unmasked Estep 
Score: -24587826.000000 Penalty: 5992.078613
	Iteration 12Q: 3 clusters Score -2.458783e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 89251 members 
Entering Unmasked Estep 
Score: -24588142.000000 Penalty: 5992.078613
	Iteration 13Q: 3 clusters Score -2.458814e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88008 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -24588716.000000 Penalty: 5992.078613
	Iteration 14Q: 3 clusters Score -2.458872e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 87683 members 
Entering Unmasked Estep 
Score: -24589448.000000 Penalty: 5992.078613
	Iteration 15Q: 3 clusters Score -2.458945e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -24589990.000000 Penalty: 5992.078613
	Iteration 16Q: 3 clusters Score -2.458999e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -24590810.000000 Penalty: 5992.078613
	Iteration 17Q: 3 clusters Score -2.459081e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -24591470.000000 Penalty: 5992.078613
	Iteration 18Q: 3 clusters Score -2.459147e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -24591948.000000 Penalty: 5992.078613
	Iteration 19Q: 3 clusters Score -2.459195e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -24592438.000000 Penalty: 5992.078613
	Iteration 20F: 3 clusters Score -2.459244e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90859 members 
Mstep: Class 2 contains 85593 members 
Entering Unmasked Estep 
Score: -24592812.000000 Penalty: 5992.078613
	Iteration 21Q: 3 clusters Score -2.459281e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90889 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -24593024.000000 Penalty: 5992.078613
	Iteration 22Q: 3 clusters Score -2.459302e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -24593120.000000 Penalty: 5992.078613
	Iteration 23Q: 3 clusters Score -2.459312e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -24593234.000000 Penalty: 5992.078613
	Iteration 24Q: 3 clusters Score -2.459323e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -24593310.000000 Penalty: 5992.078613
	Iteration 25Q: 3 clusters Score -2.459331e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -24593316.000000 Penalty: 5992.078613
	Iteration 26Q: 3 clusters Score -2.459332e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -24593354.000000 Penalty: 5992.078613
	Iteration 27Q: 3 clusters Score -2.459335e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 86175 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 28Q: 3 clusters Score -2.459336e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -24593368.000000 Penalty: 5992.078613
	Iteration 29Q: 3 clusters Score -2.459337e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 86384 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 5992.078613
	Iteration 30Q: 3 clusters Score -2.459335e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 86502 members 
Entering Unmasked Estep 
Score: -24593418.000000 Penalty: 5992.078613
	Iteration 31Q: 3 clusters Score -2.459342e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -24593436.000000 Penalty: 5992.078613
	Iteration 32Q: 3 clusters Score -2.459344e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -24593428.000000 Penalty: 5992.078613
	Iteration 33Q: 3 clusters Score -2.459343e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -24593484.000000 Penalty: 5992.078613
	Iteration 34Q: 3 clusters Score -2.459348e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89493 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -24593458.000000 Penalty: 5992.078613
	Iteration 35Q: 3 clusters Score -2.459346e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -24593434.000000 Penalty: 5992.078613
	Iteration 36Q: 3 clusters Score -2.459343e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 87135 members 
Entering Unmasked Estep 
Score: -24593432.000000 Penalty: 5992.078613
	Iteration 37Q: 3 clusters Score -2.459343e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -24593460.000000 Penalty: 5992.078613
	Iteration 38Q: 3 clusters Score -2.459346e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -24593482.000000 Penalty: 5992.078613
	Iteration 39Q: 3 clusters Score -2.459348e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89028 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -24593466.000000 Penalty: 5992.078613
	Iteration 40F: 3 clusters Score -2.459347e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -24593428.000000 Penalty: 5992.078613
	Iteration 41Q: 3 clusters Score -2.459343e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -24593388.000000 Penalty: 5992.078613
	Iteration 42Q: 3 clusters Score -2.459339e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88757 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -24593394.000000 Penalty: 5992.078613
	Iteration 43Q: 3 clusters Score -2.459339e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88684 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 44Q: 3 clusters Score -2.459336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88627 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -24593320.000000 Penalty: 5992.078613
	Iteration 45Q: 3 clusters Score -2.459332e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -24593328.000000 Penalty: 5992.078613
	Iteration 46Q: 3 clusters Score -2.459333e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88519 members 
Mstep: Class 2 contains 87933 members 
Entering Unmasked Estep 
Score: -24593302.000000 Penalty: 5992.078613
	Iteration 47Q: 3 clusters Score -2.45933e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 87982 members 
Entering Unmasked Estep 
Score: -24593308.000000 Penalty: 5992.078613
	Iteration 48Q: 3 clusters Score -2.459331e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 88038 members 
Entering Unmasked Estep 
Score: -24593312.000000 Penalty: 5992.078613
	Iteration 49Q: 3 clusters Score -2.459331e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88356 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -24593320.000000 Penalty: 5992.078613
	Iteration 50Q: 3 clusters Score -2.459332e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 88149 members 
Entering Unmasked Estep 
Score: -24593314.000000 Penalty: 5992.078613
	Iteration 51Q: 3 clusters Score -2.459331e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -24593316.000000 Penalty: 5992.078613
	Iteration 52Q: 3 clusters Score -2.459332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88230 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 5992.078613
	Iteration 53Q: 3 clusters Score -2.459335e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88191 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 54Q: 3 clusters Score -2.459336e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88154 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -24593334.000000 Penalty: 5992.078613
	Iteration 55Q: 3 clusters Score -2.459333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88127 members 
Mstep: Class 2 contains 88325 members 
Entering Unmasked Estep 
Score: -24593362.000000 Penalty: 5992.078613
	Iteration 56Q: 3 clusters Score -2.459336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -24593378.000000 Penalty: 5992.078613
	Iteration 57Q: 3 clusters Score -2.459338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -24593384.000000 Penalty: 5992.078613
	Iteration 58Q: 3 clusters Score -2.459338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88089 members 
Mstep: Class 2 contains 88363 members 
Entering Unmasked Estep 
Score: -24593374.000000 Penalty: 5992.078613
	Iteration 59Q: 3 clusters Score -2.459337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -24593382.000000 Penalty: 5992.078613
	Iteration 60F: 3 clusters Score -2.459338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88076 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -24593366.000000 Penalty: 5992.078613
	Iteration 61Q: 3 clusters Score -2.459337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88069 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 5992.078613
	Iteration 62Q: 3 clusters Score -2.459335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -24593342.000000 Penalty: 5992.078613
	Iteration 63Q: 3 clusters Score -2.459334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 88402 members 
Entering Unmasked Estep 
Score: -24593332.000000 Penalty: 5992.078613
	Iteration 64Q: 3 clusters Score -2.459333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88043 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 5992.078613
	Iteration 65Q: 3 clusters Score -2.459335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 88411 members 
Entering Unmasked Estep 
Score: -24593364.000000 Penalty: 5992.078613
	Iteration 66Q: 3 clusters Score -2.459336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88034 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -24593364.000000 Penalty: 5992.078613
	Iteration 67Q: 3 clusters Score -2.459336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -24593360.000000 Penalty: 5992.078613
	Iteration 68Q: 3 clusters Score -2.459336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -24593354.000000 Penalty: 5992.078613
	Iteration 69Q: 3 clusters Score -2.459335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88009 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -24593352.000000 Penalty: 5992.078613
	Iteration 70Q: 3 clusters Score -2.459335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87999 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -24593358.000000 Penalty: 5992.078613
	Iteration 71Q: 3 clusters Score -2.459336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -24593364.000000 Penalty: 5992.078613
	Iteration 72Q: 3 clusters Score -2.459336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87991 members 
Mstep: Class 2 contains 88461 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 5992.078613
	Iteration 73Q: 3 clusters Score -2.459335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -24593354.000000 Penalty: 5992.078613
	Iteration 74Q: 3 clusters Score -2.459335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87987 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -24593342.000000 Penalty: 5992.078613
	Iteration 75Q: 3 clusters Score -2.459334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87983 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -24593344.000000 Penalty: 5992.078613
	Iteration 76Q: 3 clusters Score -2.459334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87979 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 77Q: 3 clusters Score -2.459336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87974 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -24593336.000000 Penalty: 5992.078613
	Iteration 78Q: 3 clusters Score -2.459334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -24593344.000000 Penalty: 5992.078613
	Iteration 79Q: 3 clusters Score -2.459334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 5992.078613
	Iteration 80F: 3 clusters Score -2.459335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 5992.078613
	Iteration 81Q: 3 clusters Score -2.459335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -24593324.000000 Penalty: 5992.078613
	Iteration 82Q: 3 clusters Score -2.459332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 88497 members 
Entering Unmasked Estep 
Score: -24593334.000000 Penalty: 5992.078613
	Iteration 83Q: 3 clusters Score -2.459333e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87950 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -24593346.000000 Penalty: 5992.078613
	Iteration 84Q: 3 clusters Score -2.459335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87947 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -24593348.000000 Penalty: 5992.078613
	Iteration 85Q: 3 clusters Score -2.459335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87944 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -24593352.000000 Penalty: 5992.078613
	Iteration 86Q: 3 clusters Score -2.459335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -24593344.000000 Penalty: 5992.078613
	Iteration 87Q: 3 clusters Score -2.459334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87939 members 
Mstep: Class 2 contains 88513 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 88Q: 3 clusters Score -2.459336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -24593356.000000 Penalty: 5992.078613
	Iteration 89Q: 3 clusters Score -2.459336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -24593370.000000 Penalty: 5992.078613
	Iteration 90Q: 3 clusters Score -2.459337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87932 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -24593370.000000 Penalty: 5992.078613
	Iteration 91Q: 3 clusters Score -2.459337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -24593362.000000 Penalty: 5992.078613
	Iteration 92Q: 3 clusters Score -2.459336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87927 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -24593366.000000 Penalty: 5992.078613
	Iteration 93Q: 3 clusters Score -2.459337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -24593360.000000 Penalty: 5992.078613
	Iteration 94Q: 3 clusters Score -2.459336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87926 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -24593360.000000 Penalty: 5992.078613
	Iteration 95F: 3 clusters Score -2.459336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Entering Unmasked Estep 
Score: -1711087.750000 Penalty: 2334.534180
	Iteration 0F: 2 clusters Score -1711088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1701972.000000 Penalty: 4669.068359
	Iteration 0F: 3 clusters Score -1701972 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1705008.875000 Penalty: 4669.068359
	Iteration 1F: 3 clusters Score -1705009 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1705539.250000 Penalty: 4669.068359
	Iteration 2F: 3 clusters Score -1705539 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1706019.875000 Penalty: 4669.068359
	Iteration 3F: 3 clusters Score -1706020 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1706478.500000 Penalty: 4669.068359
	Iteration 4F: 3 clusters Score -1706478 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1706971.625000 Penalty: 4669.068359
	Iteration 5F: 3 clusters Score -1706972 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1707520.625000 Penalty: 4669.068359
	Iteration 6F: 3 clusters Score -1707521 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1708133.500000 Penalty: 4669.068359
	Iteration 7F: 3 clusters Score -1708134 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1708777.875000 Penalty: 4669.068359
	Iteration 8F: 3 clusters Score -1708778 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1709421.250000 Penalty: 4669.068359
	Iteration 9Q: 3 clusters Score -1709421 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1709883.000000 Penalty: 4669.068359
	Iteration 10Q: 3 clusters Score -1709883 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1710143.500000 Penalty: 4669.068359
	Iteration 11Q: 3 clusters Score -1710144 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1710252.500000 Penalty: 4669.068359
	Iteration 12Q: 3 clusters Score -1710252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1710318.000000 Penalty: 4669.068359
	Iteration 13Q: 3 clusters Score -1710318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1710359.125000 Penalty: 4669.068359
	Iteration 14Q: 3 clusters Score -1710359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1710381.375000 Penalty: 4669.068359
	Iteration 15Q: 3 clusters Score -1710381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1710388.750000 Penalty: 4669.068359
	Iteration 16Q: 3 clusters Score -1710389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1710392.750000 Penalty: 4669.068359
	Iteration 17Q: 3 clusters Score -1710393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1710391.000000 Penalty: 4669.068359
	Iteration 18Q: 3 clusters Score -1710391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1710389.375000 Penalty: 4669.068359
	Iteration 19Q: 3 clusters Score -1710389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1710389.625000 Penalty: 4669.068359
	Iteration 20F: 3 clusters Score -1710390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1710391.000000 Penalty: 4669.068359
	Iteration 21Q: 3 clusters Score -1710391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1710390.125000 Penalty: 4669.068359
	Iteration 22Q: 3 clusters Score -1710390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1710390.125000 Penalty: 4669.068359
	Iteration 23F: 3 clusters Score -1710390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -268660.250000 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -268660.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -266081.000000 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -266081 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -266502.562500 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -266502.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -266637.593750 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -266637.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -266690.843750 Penalty: 3753.916260
	Iteration 3Q: 3 clusters Score -266690.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -266714.156250 Penalty: 3753.916260
	Iteration 4Q: 3 clusters Score -266714.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -266734.281250 Penalty: 3753.916260
	Iteration 5Q: 3 clusters Score -266734.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -266746.687500 Penalty: 3753.916260
	Iteration 6Q: 3 clusters Score -266746.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -266765.843750 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -266765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -266771.562500 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -266771.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -266775.437500 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -266775.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -266780.062500 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -266780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -266780.937500 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -266780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -266783.093750 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -266783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -266785.437500 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -266785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -266786.281250 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -266786.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -266786.718750 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -266786.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266787.843750 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -266787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266787.843750 Penalty: 3753.916260
	Iteration 17F: 3 clusters Score -266787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Entering Unmasked Estep 
Score: -4096383.000000 Penalty: 2557.255859
	Iteration 0F: 2 clusters Score -4096383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4075908.500000 Penalty: 5114.511719
	Iteration 0F: 3 clusters Score -4075908 nChanged 13463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4083093.750000 Penalty: 5114.511719
	Iteration 1F: 3 clusters Score -4083094 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4083530.000000 Penalty: 5114.511719
	Iteration 2Q: 3 clusters Score -4083530 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -4083860.500000 Penalty: 5114.511719
	Iteration 3Q: 3 clusters Score -4083860 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4084183.000000 Penalty: 5114.511719
	Iteration 4Q: 3 clusters Score -4084183 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4084484.500000 Penalty: 5114.511719
	Iteration 5Q: 3 clusters Score -4084484 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4084791.500000 Penalty: 5114.511719
	Iteration 6Q: 3 clusters Score -4084792 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4085211.500000 Penalty: 5114.511719
	Iteration 7Q: 3 clusters Score -4085212 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4085761.000000 Penalty: 5114.511719
	Iteration 8Q: 3 clusters Score -4085761 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -4086468.500000 Penalty: 5114.511719
	Iteration 9Q: 3 clusters Score -4086468 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -4087348.750000 Penalty: 5114.511719
	Iteration 10Q: 3 clusters Score -4087349 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4088265.000000 Penalty: 5114.511719
	Iteration 11Q: 3 clusters Score -4088265 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4089276.000000 Penalty: 5114.511719
	Iteration 12F: 3 clusters Score -4089276 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4090160.000000 Penalty: 5114.511719
	Iteration 13F: 3 clusters Score -4090160 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -4090944.250000 Penalty: 5114.511719
	Iteration 14Q: 3 clusters Score -4090944 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4091615.250000 Penalty: 5114.511719
	Iteration 15Q: 3 clusters Score -4091615 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -4092238.750000 Penalty: 5114.511719
	Iteration 16Q: 3 clusters Score -4092239 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4092702.750000 Penalty: 5114.511719
	Iteration 17Q: 3 clusters Score -4092703 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -4092997.500000 Penalty: 5114.511719
	Iteration 18Q: 3 clusters Score -4092998 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4093166.500000 Penalty: 5114.511719
	Iteration 19Q: 3 clusters Score -4093166 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -4093273.500000 Penalty: 5114.511719
	Iteration 20F: 3 clusters Score -4093274 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -4093340.750000 Penalty: 5114.511719
	Iteration 21Q: 3 clusters Score -4093341 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -4093409.500000 Penalty: 5114.511719
	Iteration 22Q: 3 clusters Score -4093410 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4093464.000000 Penalty: 5114.511719
	Iteration 23Q: 3 clusters Score -4093464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4093475.000000 Penalty: 5114.511719
	Iteration 24Q: 3 clusters Score -4093475 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4093512.000000 Penalty: 5114.511719
	Iteration 25Q: 3 clusters Score -4093512 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4093524.750000 Penalty: 5114.511719
	Iteration 26Q: 3 clusters Score -4093525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4093524.500000 Penalty: 5114.511719
	Iteration 27Q: 3 clusters Score -4093524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -4093526.000000 Penalty: 5114.511719
	Iteration 28Q: 3 clusters Score -4093526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4093542.000000 Penalty: 5114.511719
	Iteration 29Q: 3 clusters Score -4093542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -4093541.250000 Penalty: 5114.511719
	Iteration 30Q: 3 clusters Score -4093541 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -4093563.750000 Penalty: 5114.511719
	Iteration 31Q: 3 clusters Score -4093564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4093570.000000 Penalty: 5114.511719
	Iteration 32Q: 3 clusters Score -4093570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4093579.000000 Penalty: 5114.511719
	Iteration 33Q: 3 clusters Score -4093579 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4093577.000000 Penalty: 5114.511719
	Iteration 34Q: 3 clusters Score -4093577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4093590.000000 Penalty: 5114.511719
	Iteration 35Q: 3 clusters Score -4093590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4093588.750000 Penalty: 5114.511719
	Iteration 36Q: 3 clusters Score -4093589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4093586.000000 Penalty: 5114.511719
	Iteration 37Q: 3 clusters Score -4093586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4093580.500000 Penalty: 5114.511719
	Iteration 38Q: 3 clusters Score -4093580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4093579.000000 Penalty: 5114.511719
	Iteration 39Q: 3 clusters Score -4093579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4093588.750000 Penalty: 5114.511719
	Iteration 40F: 3 clusters Score -4093589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4093591.500000 Penalty: 5114.511719
	Iteration 41Q: 3 clusters Score -4093592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4093595.250000 Penalty: 5114.511719
	Iteration 42Q: 3 clusters Score -4093595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4093593.250000 Penalty: 5114.511719
	Iteration 43Q: 3 clusters Score -4093593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4093592.000000 Penalty: 5114.511719
	Iteration 44Q: 3 clusters Score -4093592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4093598.750000 Penalty: 5114.511719
	Iteration 45Q: 3 clusters Score -4093599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4093598.000000 Penalty: 5114.511719
	Iteration 46Q: 3 clusters Score -4093598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4093599.500000 Penalty: 5114.511719
	Iteration 47Q: 3 clusters Score -4093600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4093603.750000 Penalty: 5114.511719
	Iteration 48Q: 3 clusters Score -4093604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4093595.750000 Penalty: 5114.511719
	Iteration 49Q: 3 clusters Score -4093596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4093604.750000 Penalty: 5114.511719
	Iteration 50Q: 3 clusters Score -4093605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4093603.250000 Penalty: 5114.511719
	Iteration 51Q: 3 clusters Score -4093603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -4093607.000000 Penalty: 5114.511719
	Iteration 52Q: 3 clusters Score -4093607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4093600.250000 Penalty: 5114.511719
	Iteration 53Q: 3 clusters Score -4093600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4093610.750000 Penalty: 5114.511719
	Iteration 54Q: 3 clusters Score -4093611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4093603.000000 Penalty: 5114.511719
	Iteration 55Q: 3 clusters Score -4093603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4093599.750000 Penalty: 5114.511719
	Iteration 56Q: 3 clusters Score -4093600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -4093604.000000 Penalty: 5114.511719
	Iteration 57Q: 3 clusters Score -4093604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4093602.250000 Penalty: 5114.511719
	Iteration 58Q: 3 clusters Score -4093602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -4093597.750000 Penalty: 5114.511719
	Iteration 59Q: 3 clusters Score -4093598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4093603.750000 Penalty: 5114.511719
	Iteration 60F: 3 clusters Score -4093604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4093597.750000 Penalty: 5114.511719
	Iteration 61Q: 3 clusters Score -4093598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4093600.000000 Penalty: 5114.511719
	Iteration 62Q: 3 clusters Score -4093600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -4093602.500000 Penalty: 5114.511719
	Iteration 63Q: 3 clusters Score -4093602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4093606.500000 Penalty: 5114.511719
	Iteration 64Q: 3 clusters Score -4093606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4093608.000000 Penalty: 5114.511719
	Iteration 65Q: 3 clusters Score -4093608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4093610.000000 Penalty: 5114.511719
	Iteration 66Q: 3 clusters Score -4093610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4093613.000000 Penalty: 5114.511719
	Iteration 67Q: 3 clusters Score -4093613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4093614.250000 Penalty: 5114.511719
	Iteration 68Q: 3 clusters Score -4093614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4093612.000000 Penalty: 5114.511719
	Iteration 69Q: 3 clusters Score -4093612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4093615.750000 Penalty: 5114.511719
	Iteration 70Q: 3 clusters Score -4093616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -4093621.750000 Penalty: 5114.511719
	Iteration 71Q: 3 clusters Score -4093622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -4093623.500000 Penalty: 5114.511719
	Iteration 72Q: 3 clusters Score -4093624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -4093624.000000 Penalty: 5114.511719
	Iteration 73Q: 3 clusters Score -4093624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4093625.000000 Penalty: 5114.511719
	Iteration 74Q: 3 clusters Score -4093625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4093625.750000 Penalty: 5114.511719
	Iteration 75Q: 3 clusters Score -4093626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -4093634.500000 Penalty: 5114.511719
	Iteration 76Q: 3 clusters Score -4093634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -4093630.000000 Penalty: 5114.511719
	Iteration 77Q: 3 clusters Score -4093630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -4093633.250000 Penalty: 5114.511719
	Iteration 78Q: 3 clusters Score -4093633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4093643.000000 Penalty: 5114.511719
	Iteration 79Q: 3 clusters Score -4093643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4093640.500000 Penalty: 5114.511719
	Iteration 80F: 3 clusters Score -4093640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4093633.500000 Penalty: 5114.511719
	Iteration 81Q: 3 clusters Score -4093634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -4093630.500000 Penalty: 5114.511719
	Iteration 82Q: 3 clusters Score -4093630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4093628.250000 Penalty: 5114.511719
	Iteration 83Q: 3 clusters Score -4093628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -4093636.250000 Penalty: 5114.511719
	Iteration 84Q: 3 clusters Score -4093636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4093634.000000 Penalty: 5114.511719
	Iteration 85Q: 3 clusters Score -4093634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -4093632.000000 Penalty: 5114.511719
	Iteration 86Q: 3 clusters Score -4093632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -4093630.000000 Penalty: 5114.511719
	Iteration 87Q: 3 clusters Score -4093630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4093627.500000 Penalty: 5114.511719
	Iteration 88Q: 3 clusters Score -4093628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4093642.500000 Penalty: 5114.511719
	Iteration 89Q: 3 clusters Score -4093642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4093629.500000 Penalty: 5114.511719
	Iteration 90Q: 3 clusters Score -4093630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4093637.750000 Penalty: 5114.511719
	Iteration 91Q: 3 clusters Score -4093638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4093636.000000 Penalty: 5114.511719
	Iteration 92Q: 3 clusters Score -4093636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4093631.250000 Penalty: 5114.511719
	Iteration 93Q: 3 clusters Score -4093631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -4093631.500000 Penalty: 5114.511719
	Iteration 94Q: 3 clusters Score -4093632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4093627.250000 Penalty: 5114.511719
	Iteration 95Q: 3 clusters Score -4093627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4093625.500000 Penalty: 5114.511719
	Iteration 96Q: 3 clusters Score -4093626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -4093628.500000 Penalty: 5114.511719
	Iteration 97Q: 3 clusters Score -4093628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4093632.500000 Penalty: 5114.511719
	Iteration 98Q: 3 clusters Score -4093632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4093636.250000 Penalty: 5114.511719
	Iteration 99Q: 3 clusters Score -4093636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4093643.000000 Penalty: 5114.511719
	Iteration 100F: 3 clusters Score -4093643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4093649.500000 Penalty: 5114.511719
	Iteration 101Q: 3 clusters Score -4093650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -4093645.750000 Penalty: 5114.511719
	Iteration 102Q: 3 clusters Score -4093646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -4093648.750000 Penalty: 5114.511719
	Iteration 103Q: 3 clusters Score -4093649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -4093648.500000 Penalty: 5114.511719
	Iteration 104Q: 3 clusters Score -4093648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4093648.750000 Penalty: 5114.511719
	Iteration 105Q: 3 clusters Score -4093649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4093649.500000 Penalty: 5114.511719
	Iteration 106Q: 3 clusters Score -4093650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4093649.000000 Penalty: 5114.511719
	Iteration 107Q: 3 clusters Score -4093649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4093652.750000 Penalty: 5114.511719
	Iteration 108Q: 3 clusters Score -4093653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -4093652.250000 Penalty: 5114.511719
	Iteration 109Q: 3 clusters Score -4093652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4093643.250000 Penalty: 5114.511719
	Iteration 110Q: 3 clusters Score -4093643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -4093647.250000 Penalty: 5114.511719
	Iteration 111Q: 3 clusters Score -4093647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4093652.000000 Penalty: 5114.511719
	Iteration 112Q: 3 clusters Score -4093652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -4093651.500000 Penalty: 5114.511719
	Iteration 113Q: 3 clusters Score -4093652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -4093650.750000 Penalty: 5114.511719
	Iteration 114Q: 3 clusters Score -4093651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4093658.500000 Penalty: 5114.511719
	Iteration 115Q: 3 clusters Score -4093658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -4093660.750000 Penalty: 5114.511719
	Iteration 116Q: 3 clusters Score -4093661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -4093663.000000 Penalty: 5114.511719
	Iteration 117Q: 3 clusters Score -4093663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4093664.500000 Penalty: 5114.511719
	Iteration 118Q: 3 clusters Score -4093664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -4093673.500000 Penalty: 5114.511719
	Iteration 119Q: 3 clusters Score -4093674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -4093674.750000 Penalty: 5114.511719
	Iteration 120F: 3 clusters Score -4093675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4093673.750000 Penalty: 5114.511719
	Iteration 121Q: 3 clusters Score -4093674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -4093677.500000 Penalty: 5114.511719
	Iteration 122Q: 3 clusters Score -4093678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4093676.500000 Penalty: 5114.511719
	Iteration 123Q: 3 clusters Score -4093676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4093683.250000 Penalty: 5114.511719
	Iteration 124Q: 3 clusters Score -4093683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4093683.000000 Penalty: 5114.511719
	Iteration 125Q: 3 clusters Score -4093683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -4093686.250000 Penalty: 5114.511719
	Iteration 126Q: 3 clusters Score -4093686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -4093684.000000 Penalty: 5114.511719
	Iteration 127Q: 3 clusters Score -4093684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -4093683.250000 Penalty: 5114.511719
	Iteration 128Q: 3 clusters Score -4093683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -4093688.500000 Penalty: 5114.511719
	Iteration 129Q: 3 clusters Score -4093688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -4093679.000000 Penalty: 5114.511719
	Iteration 130Q: 3 clusters Score -4093679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -4093678.000000 Penalty: 5114.511719
	Iteration 131Q: 3 clusters Score -4093678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -4093678.750000 Penalty: 5114.511719
	Iteration 132Q: 3 clusters Score -4093679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -4093686.500000 Penalty: 5114.511719
	Iteration 133Q: 3 clusters Score -4093686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -4093690.500000 Penalty: 5114.511719
	Iteration 134Q: 3 clusters Score -4093690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4093692.000000 Penalty: 5114.511719
	Iteration 135Q: 3 clusters Score -4093692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4093685.750000 Penalty: 5114.511719
	Iteration 136Q: 3 clusters Score -4093686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4093683.000000 Penalty: 5114.511719
	Iteration 137Q: 3 clusters Score -4093683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -4093687.750000 Penalty: 5114.511719
	Iteration 138Q: 3 clusters Score -4093688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -4093698.000000 Penalty: 5114.511719
	Iteration 139Q: 3 clusters Score -4093698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4093697.500000 Penalty: 5114.511719
	Iteration 140F: 3 clusters Score -4093698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4093703.750000 Penalty: 5114.511719
	Iteration 141Q: 3 clusters Score -4093704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -4093706.250000 Penalty: 5114.511719
	Iteration 142Q: 3 clusters Score -4093706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4093704.750000 Penalty: 5114.511719
	Iteration 143Q: 3 clusters Score -4093705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4093707.250000 Penalty: 5114.511719
	Iteration 144Q: 3 clusters Score -4093707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4093708.500000 Penalty: 5114.511719
	Iteration 145Q: 3 clusters Score -4093708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -4093706.500000 Penalty: 5114.511719
	Iteration 146Q: 3 clusters Score -4093706 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -4093712.250000 Penalty: 5114.511719
	Iteration 147Q: 3 clusters Score -4093712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4093712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4093721.500000 Penalty: 5114.511719
	Iteration 149Q: 3 clusters Score -4093722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4093715.500000 Penalty: 5114.511719
	Iteration 150Q: 3 clusters Score -4093716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4093724.500000 Penalty: 5114.511719
	Iteration 151Q: 3 clusters Score -4093724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4093721.000000 Penalty: 5114.511719
	Iteration 152Q: 3 clusters Score -4093721 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4093735.250000 Penalty: 5114.511719
	Iteration 153Q: 3 clusters Score -4093735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -4093739.750000 Penalty: 5114.511719
	Iteration 154Q: 3 clusters Score -4093740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4093739.000000 Penalty: 5114.511719
	Iteration 155Q: 3 clusters Score -4093739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -4093751.000000 Penalty: 5114.511719
	Iteration 156Q: 3 clusters Score -4093751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4093755.500000 Penalty: 5114.511719
	Iteration 157Q: 3 clusters Score -4093756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -4093750.000000 Penalty: 5114.511719
	Iteration 158Q: 3 clusters Score -4093750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4093754.000000 Penalty: 5114.511719
	Iteration 159Q: 3 clusters Score -4093754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -4093770.500000 Penalty: 5114.511719
	Iteration 160F: 3 clusters Score -4093770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4093771.500000 Penalty: 5114.511719
	Iteration 161Q: 3 clusters Score -4093772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4093776.000000 Penalty: 5114.511719
	Iteration 162Q: 3 clusters Score -4093776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4093783.000000 Penalty: 5114.511719
	Iteration 163Q: 3 clusters Score -4093783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4093775.500000 Penalty: 5114.511719
	Iteration 164Q: 3 clusters Score -4093776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -4093783.000000 Penalty: 5114.511719
	Iteration 165Q: 3 clusters Score -4093783 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -4093782.750000 Penalty: 5114.511719
	Iteration 166Q: 3 clusters Score -4093783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -4093787.500000 Penalty: 5114.511719
	Iteration 167Q: 3 clusters Score -4093788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -4093799.250000 Penalty: 5114.511719
	Iteration 168Q: 3 clusters Score -4093799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -4093806.500000 Penalty: 5114.511719
	Iteration 169Q: 3 clusters Score -4093806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4093817.750000 Penalty: 5114.511719
	Iteration 170Q: 3 clusters Score -4093818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4093831.750000 Penalty: 5114.511719
	Iteration 171Q: 3 clusters Score -4093832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4093842.500000 Penalty: 5114.511719
	Iteration 172Q: 3 clusters Score -4093842 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -4093848.750000 Penalty: 5114.511719
	Iteration 173Q: 3 clusters Score -4093849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -4093865.750000 Penalty: 5114.511719
	Iteration 174Q: 3 clusters Score -4093866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -4093859.750000 Penalty: 5114.511719
	Iteration 175Q: 3 clusters Score -4093860 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4093873.750000 Penalty: 5114.511719
	Iteration 176Q: 3 clusters Score -4093874 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4093896.250000 Penalty: 5114.511719
	Iteration 177Q: 3 clusters Score -4093896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4093892.000000 Penalty: 5114.511719
	Iteration 178Q: 3 clusters Score -4093892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4093914.000000 Penalty: 5114.511719
	Iteration 179Q: 3 clusters Score -4093914 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4093937.000000 Penalty: 5114.511719
	Iteration 180F: 3 clusters Score -4093937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -4093955.500000 Penalty: 5114.511719
	Iteration 181Q: 3 clusters Score -4093956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4093964.500000 Penalty: 5114.511719
	Iteration 182Q: 3 clusters Score -4093964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4093962.000000 Penalty: 5114.511719
	Iteration 183Q: 3 clusters Score -4093962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4093971.250000 Penalty: 5114.511719
	Iteration 184Q: 3 clusters Score -4093971 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -4093977.500000 Penalty: 5114.511719
	Iteration 185Q: 3 clusters Score -4093978 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4093995.000000 Penalty: 5114.511719
	Iteration 186Q: 3 clusters Score -4093995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4094004.500000 Penalty: 5114.511719
	Iteration 187Q: 3 clusters Score -4094004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4094016.000000 Penalty: 5114.511719
	Iteration 188Q: 3 clusters Score -4094016 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -4094020.250000 Penalty: 5114.511719
	Iteration 189Q: 3 clusters Score -4094020 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4094028.000000 Penalty: 5114.511719
	Iteration 190Q: 3 clusters Score -4094028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -4094027.250000 Penalty: 5114.511719
	Iteration 191Q: 3 clusters Score -4094027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -4094041.750000 Penalty: 5114.511719
	Iteration 192Q: 3 clusters Score -4094042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4094046.000000 Penalty: 5114.511719
	Iteration 193Q: 3 clusters Score -4094046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -4094054.500000 Penalty: 5114.511719
	Iteration 194Q: 3 clusters Score -4094054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4094069.250000 Penalty: 5114.511719
	Iteration 195Q: 3 clusters Score -4094069 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4094070.250000 Penalty: 5114.511719
	Iteration 196Q: 3 clusters Score -4094070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -4094076.250000 Penalty: 5114.511719
	Iteration 197Q: 3 clusters Score -4094076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -4094077.500000 Penalty: 5114.511719
	Iteration 198Q: 3 clusters Score -4094078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4094075.750000 Penalty: 5114.511719
	Iteration 199Q: 3 clusters Score -4094076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -4094097.750000 Penalty: 5114.511719
	Iteration 200F: 3 clusters Score -4094098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -4094100.750000 Penalty: 5114.511719
	Iteration 201Q: 3 clusters Score -4094101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -4094111.250000 Penalty: 5114.511719
	Iteration 202Q: 3 clusters Score -4094111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4094117.000000 Penalty: 5114.511719
	Iteration 203Q: 3 clusters Score -4094117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -4094118.750000 Penalty: 5114.511719
	Iteration 204Q: 3 clusters Score -4094119 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4094124.000000 Penalty: 5114.511719
	Iteration 205Q: 3 clusters Score -4094124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -4094139.000000 Penalty: 5114.511719
	Iteration 206Q: 3 clusters Score -4094139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4094156.750000 Penalty: 5114.511719
	Iteration 207Q: 3 clusters Score -4094157 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4094159.500000 Penalty: 5114.511719
	Iteration 208Q: 3 clusters Score -4094160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4094167.000000 Penalty: 5114.511719
	Iteration 209Q: 3 clusters Score -4094167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4094183.000000 Penalty: 5114.511719
	Iteration 210Q: 3 clusters Score -4094183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4094194.750000 Penalty: 5114.511719
	Iteration 211Q: 3 clusters Score -4094195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -4094207.000000 Penalty: 5114.511719
	Iteration 212Q: 3 clusters Score -4094207 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4094217.750000 Penalty: 5114.511719
	Iteration 213Q: 3 clusters Score -4094218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -4094223.000000 Penalty: 5114.511719
	Iteration 214Q: 3 clusters Score -4094223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -4094224.500000 Penalty: 5114.511719
	Iteration 215Q: 3 clusters Score -4094224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4094221.750000 Penalty: 5114.511719
	Iteration 216Q: 3 clusters Score -4094222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -4094235.250000 Penalty: 5114.511719
	Iteration 217Q: 3 clusters Score -4094235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -4094253.250000 Penalty: 5114.511719
	Iteration 218Q: 3 clusters Score -4094253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4094272.750000 Penalty: 5114.511719
	Iteration 219Q: 3 clusters Score -4094273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -4094277.250000 Penalty: 5114.511719
	Iteration 220F: 3 clusters Score -4094277 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4094276.250000 Penalty: 5114.511719
	Iteration 221Q: 3 clusters Score -4094276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4094269.000000 Penalty: 5114.511719
	Iteration 222Q: 3 clusters Score -4094269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4094285.750000 Penalty: 5114.511719
	Iteration 223Q: 3 clusters Score -4094286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -4094289.500000 Penalty: 5114.511719
	Iteration 224Q: 3 clusters Score -4094290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4094296.000000 Penalty: 5114.511719
	Iteration 225Q: 3 clusters Score -4094296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4094309.500000 Penalty: 5114.511719
	Iteration 226Q: 3 clusters Score -4094310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -4094303.250000 Penalty: 5114.511719
	Iteration 227Q: 3 clusters Score -4094303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4094310.000000 Penalty: 5114.511719
	Iteration 228Q: 3 clusters Score -4094310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4094313.000000 Penalty: 5114.511719
	Iteration 229Q: 3 clusters Score -4094313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -4094310.000000 Penalty: 5114.511719
	Iteration 230Q: 3 clusters Score -4094310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -4094316.000000 Penalty: 5114.511719
	Iteration 231Q: 3 clusters Score -4094316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -4094322.000000 Penalty: 5114.511719
	Iteration 232Q: 3 clusters Score -4094322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4094327.000000 Penalty: 5114.511719
	Iteration 233Q: 3 clusters Score -4094327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -4094323.250000 Penalty: 5114.511719
	Iteration 234Q: 3 clusters Score -4094323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -4094324.750000 Penalty: 5114.511719
	Iteration 235Q: 3 clusters Score -4094325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4094333.000000 Penalty: 5114.511719
	Iteration 236Q: 3 clusters Score -4094333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -4094336.500000 Penalty: 5114.511719
	Iteration 237Q: 3 clusters Score -4094336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -4094335.000000 Penalty: 5114.511719
	Iteration 238Q: 3 clusters Score -4094335 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4094337.500000 Penalty: 5114.511719
	Iteration 239Q: 3 clusters Score -4094338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4094332.500000 Penalty: 5114.511719
	Iteration 240F: 3 clusters Score -4094332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4094343.750000 Penalty: 5114.511719
	Iteration 241Q: 3 clusters Score -4094344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4094343.750000 Penalty: 5114.511719
	Iteration 242Q: 3 clusters Score -4094344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4094356.250000 Penalty: 5114.511719
	Iteration 243Q: 3 clusters Score -4094356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -4094354.000000 Penalty: 5114.511719
	Iteration 244Q: 3 clusters Score -4094354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -4094365.000000 Penalty: 5114.511719
	Iteration 245Q: 3 clusters Score -4094365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4094370.250000 Penalty: 5114.511719
	Iteration 246Q: 3 clusters Score -4094370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4094367.500000 Penalty: 5114.511719
	Iteration 247Q: 3 clusters Score -4094368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4094366.750000 Penalty: 5114.511719
	Iteration 248Q: 3 clusters Score -4094367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -4094371.250000 Penalty: 5114.511719
	Iteration 249Q: 3 clusters Score -4094371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -4094368.750000 Penalty: 5114.511719
	Iteration 250Q: 3 clusters Score -4094369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4094371.500000 Penalty: 5114.511719
	Iteration 251Q: 3 clusters Score -4094372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4094379.250000 Penalty: 5114.511719
	Iteration 252Q: 3 clusters Score -4094379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -4094389.000000 Penalty: 5114.511719
	Iteration 253Q: 3 clusters Score -4094389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -4094393.250000 Penalty: 5114.511719
	Iteration 254Q: 3 clusters Score -4094393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4094386.250000 Penalty: 5114.511719
	Iteration 255Q: 3 clusters Score -4094386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -4094387.500000 Penalty: 5114.511719
	Iteration 256Q: 3 clusters Score -4094388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4094386.250000 Penalty: 5114.511719
	Iteration 257Q: 3 clusters Score -4094386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -4094385.250000 Penalty: 5114.511719
	Iteration 258Q: 3 clusters Score -4094385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4094389.000000 Penalty: 5114.511719
	Iteration 259Q: 3 clusters Score -4094389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -4094385.750000 Penalty: 5114.511719
	Iteration 260F: 3 clusters Score -4094386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -4094388.750000 Penalty: 5114.511719
	Iteration 261Q: 3 clusters Score -4094389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -4094393.500000 Penalty: 5114.511719
	Iteration 262Q: 3 clusters Score -4094394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4094394.250000 Penalty: 5114.511719
	Iteration 263Q: 3 clusters Score -4094394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4094385.000000 Penalty: 5114.511719
	Iteration 264Q: 3 clusters Score -4094385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -4094385.000000 Penalty: 5114.511719
	Iteration 265Q: 3 clusters Score -4094385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -4094384.750000 Penalty: 5114.511719
	Iteration 266Q: 3 clusters Score -4094385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -4094387.250000 Penalty: 5114.511719
	Iteration 267Q: 3 clusters Score -4094387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -4094390.000000 Penalty: 5114.511719
	Iteration 268Q: 3 clusters Score -4094390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4094392.000000 Penalty: 5114.511719
	Iteration 269Q: 3 clusters Score -4094392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4094396.500000 Penalty: 5114.511719
	Iteration 270Q: 3 clusters Score -4094396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4094393.500000 Penalty: 5114.511719
	Iteration 271Q: 3 clusters Score -4094394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4094393.250000 Penalty: 5114.511719
	Iteration 272Q: 3 clusters Score -4094393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4094395.500000 Penalty: 5114.511719
	Iteration 273Q: 3 clusters Score -4094396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4094396.750000 Penalty: 5114.511719
	Iteration 274Q: 3 clusters Score -4094397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4094395.250000 Penalty: 5114.511719
	Iteration 275Q: 3 clusters Score -4094395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -4094391.000000 Penalty: 5114.511719
	Iteration 276Q: 3 clusters Score -4094391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4094387.000000 Penalty: 5114.511719
	Iteration 277Q: 3 clusters Score -4094387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -4094388.250000 Penalty: 5114.511719
	Iteration 278Q: 3 clusters Score -4094388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -4094388.250000 Penalty: 5114.511719
	Iteration 279F: 3 clusters Score -4094388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -2181709.750000 Penalty: 2391.004883
	Iteration 0F: 2 clusters Score -2181710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2170627.250000 Penalty: 4782.009766
	Iteration 0F: 3 clusters Score -2170627 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2174183.500000 Penalty: 4782.009766
	Iteration 1F: 3 clusters Score -2174184 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -2174540.500000 Penalty: 4782.009766
	Iteration 2F: 3 clusters Score -2174540 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -2174801.750000 Penalty: 4782.009766
	Iteration 3Q: 3 clusters Score -2174802 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2175009.250000 Penalty: 4782.009766
	Iteration 4Q: 3 clusters Score -2175009 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2175169.250000 Penalty: 4782.009766
	Iteration 5Q: 3 clusters Score -2175169 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -2175319.250000 Penalty: 4782.009766
	Iteration 6Q: 3 clusters Score -2175319 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2175453.000000 Penalty: 4782.009766
	Iteration 7Q: 3 clusters Score -2175453 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2175604.750000 Penalty: 4782.009766
	Iteration 8Q: 3 clusters Score -2175605 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2175735.750000 Penalty: 4782.009766
	Iteration 9Q: 3 clusters Score -2175736 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2175878.500000 Penalty: 4782.009766
	Iteration 10Q: 3 clusters Score -2175878 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2176042.750000 Penalty: 4782.009766
	Iteration 11Q: 3 clusters Score -2176043 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2176255.500000 Penalty: 4782.009766
	Iteration 12Q: 3 clusters Score -2176256 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2176513.250000 Penalty: 4782.009766
	Iteration 13Q: 3 clusters Score -2176513 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2176820.750000 Penalty: 4782.009766
	Iteration 14Q: 3 clusters Score -2176821 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2177177.000000 Penalty: 4782.009766
	Iteration 15Q: 3 clusters Score -2177177 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2177471.000000 Penalty: 4782.009766
	Iteration 16Q: 3 clusters Score -2177471 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2177659.250000 Penalty: 4782.009766
	Iteration 17Q: 3 clusters Score -2177659 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2177776.250000 Penalty: 4782.009766
	Iteration 18Q: 3 clusters Score -2177776 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2177845.750000 Penalty: 4782.009766
	Iteration 19Q: 3 clusters Score -2177846 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2177898.000000 Penalty: 4782.009766
	Iteration 20F: 3 clusters Score -2177898 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2177932.500000 Penalty: 4782.009766
	Iteration 21Q: 3 clusters Score -2177932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2177970.000000 Penalty: 4782.009766
	Iteration 22Q: 3 clusters Score -2177970 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2177996.750000 Penalty: 4782.009766
	Iteration 23Q: 3 clusters Score -2177997 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2178021.500000 Penalty: 4782.009766
	Iteration 24Q: 3 clusters Score -2178022 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2178047.750000 Penalty: 4782.009766
	Iteration 25Q: 3 clusters Score -2178048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2178072.750000 Penalty: 4782.009766
	Iteration 26Q: 3 clusters Score -2178073 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2178102.250000 Penalty: 4782.009766
	Iteration 27Q: 3 clusters Score -2178102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2178123.250000 Penalty: 4782.009766
	Iteration 28Q: 3 clusters Score -2178123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2178142.250000 Penalty: 4782.009766
	Iteration 29Q: 3 clusters Score -2178142 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2178160.500000 Penalty: 4782.009766
	Iteration 30Q: 3 clusters Score -2178160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2178176.750000 Penalty: 4782.009766
	Iteration 31Q: 3 clusters Score -2178177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2178189.250000 Penalty: 4782.009766
	Iteration 32Q: 3 clusters Score -2178189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2178199.000000 Penalty: 4782.009766
	Iteration 33Q: 3 clusters Score -2178199 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2178216.250000 Penalty: 4782.009766
	Iteration 34Q: 3 clusters Score -2178216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2178228.250000 Penalty: 4782.009766
	Iteration 35Q: 3 clusters Score -2178228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2178248.250000 Penalty: 4782.009766
	Iteration 36Q: 3 clusters Score -2178248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2178259.500000 Penalty: 4782.009766
	Iteration 37Q: 3 clusters Score -2178260 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2178271.500000 Penalty: 4782.009766
	Iteration 38Q: 3 clusters Score -2178272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2178291.500000 Penalty: 4782.009766
	Iteration 39Q: 3 clusters Score -2178292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2178304.750000 Penalty: 4782.009766
	Iteration 40F: 3 clusters Score -2178305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2178309.750000 Penalty: 4782.009766
	Iteration 41Q: 3 clusters Score -2178310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2178319.750000 Penalty: 4782.009766
	Iteration 42Q: 3 clusters Score -2178320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2178324.750000 Penalty: 4782.009766
	Iteration 43Q: 3 clusters Score -2178325 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2178340.000000 Penalty: 4782.009766
	Iteration 44Q: 3 clusters Score -2178340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2178345.000000 Penalty: 4782.009766
	Iteration 45Q: 3 clusters Score -2178345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2178349.250000 Penalty: 4782.009766
	Iteration 46Q: 3 clusters Score -2178349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2178362.750000 Penalty: 4782.009766
	Iteration 47Q: 3 clusters Score -2178363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2178366.500000 Penalty: 4782.009766
	Iteration 48Q: 3 clusters Score -2178366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2178365.500000 Penalty: 4782.009766
	Iteration 49Q: 3 clusters Score -2178366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2178374.000000 Penalty: 4782.009766
	Iteration 50Q: 3 clusters Score -2178374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2178381.000000 Penalty: 4782.009766
	Iteration 51Q: 3 clusters Score -2178381 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2178395.500000 Penalty: 4782.009766
	Iteration 52Q: 3 clusters Score -2178396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2178402.000000 Penalty: 4782.009766
	Iteration 53Q: 3 clusters Score -2178402 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2178403.250000 Penalty: 4782.009766
	Iteration 54Q: 3 clusters Score -2178403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2178411.750000 Penalty: 4782.009766
	Iteration 55Q: 3 clusters Score -2178412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2178413.750000 Penalty: 4782.009766
	Iteration 56Q: 3 clusters Score -2178414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2178415.000000 Penalty: 4782.009766
	Iteration 57Q: 3 clusters Score -2178415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2178419.250000 Penalty: 4782.009766
	Iteration 58Q: 3 clusters Score -2178419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2178421.750000 Penalty: 4782.009766
	Iteration 59Q: 3 clusters Score -2178422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2178430.000000 Penalty: 4782.009766
	Iteration 60F: 3 clusters Score -2178430 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2178430.500000 Penalty: 4782.009766
	Iteration 61Q: 3 clusters Score -2178430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2178441.750000 Penalty: 4782.009766
	Iteration 62Q: 3 clusters Score -2178442 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2178448.500000 Penalty: 4782.009766
	Iteration 63Q: 3 clusters Score -2178448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2178466.500000 Penalty: 4782.009766
	Iteration 64Q: 3 clusters Score -2178466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2178481.500000 Penalty: 4782.009766
	Iteration 65Q: 3 clusters Score -2178482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2178489.000000 Penalty: 4782.009766
	Iteration 66Q: 3 clusters Score -2178489 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2178500.250000 Penalty: 4782.009766
	Iteration 67Q: 3 clusters Score -2178500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2178513.000000 Penalty: 4782.009766
	Iteration 68Q: 3 clusters Score -2178513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2178525.500000 Penalty: 4782.009766
	Iteration 69Q: 3 clusters Score -2178526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2178541.000000 Penalty: 4782.009766
	Iteration 70Q: 3 clusters Score -2178541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2178551.250000 Penalty: 4782.009766
	Iteration 71Q: 3 clusters Score -2178551 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2178573.500000 Penalty: 4782.009766
	Iteration 72Q: 3 clusters Score -2178574 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2178589.000000 Penalty: 4782.009766
	Iteration 73Q: 3 clusters Score -2178589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2178606.250000 Penalty: 4782.009766
	Iteration 74Q: 3 clusters Score -2178606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2178618.250000 Penalty: 4782.009766
	Iteration 75Q: 3 clusters Score -2178618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2178638.250000 Penalty: 4782.009766
	Iteration 76Q: 3 clusters Score -2178638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2178663.250000 Penalty: 4782.009766
	Iteration 77Q: 3 clusters Score -2178663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2178682.000000 Penalty: 4782.009766
	Iteration 78Q: 3 clusters Score -2178682 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2178705.000000 Penalty: 4782.009766
	Iteration 79Q: 3 clusters Score -2178705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2178724.750000 Penalty: 4782.009766
	Iteration 80F: 3 clusters Score -2178725 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -2178764.250000 Penalty: 4782.009766
	Iteration 81Q: 3 clusters Score -2178764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2178796.500000 Penalty: 4782.009766
	Iteration 82Q: 3 clusters Score -2178796 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2178826.500000 Penalty: 4782.009766
	Iteration 83Q: 3 clusters Score -2178826 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2178864.500000 Penalty: 4782.009766
	Iteration 84Q: 3 clusters Score -2178864 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2178891.000000 Penalty: 4782.009766
	Iteration 85Q: 3 clusters Score -2178891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2178920.000000 Penalty: 4782.009766
	Iteration 86Q: 3 clusters Score -2178920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2178948.250000 Penalty: 4782.009766
	Iteration 87Q: 3 clusters Score -2178948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2178977.000000 Penalty: 4782.009766
	Iteration 88Q: 3 clusters Score -2178977 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2179010.750000 Penalty: 4782.009766
	Iteration 89Q: 3 clusters Score -2179011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -2179034.500000 Penalty: 4782.009766
	Iteration 90Q: 3 clusters Score -2179034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2179064.250000 Penalty: 4782.009766
	Iteration 91Q: 3 clusters Score -2179064 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2179092.000000 Penalty: 4782.009766
	Iteration 92Q: 3 clusters Score -2179092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2179124.000000 Penalty: 4782.009766
	Iteration 93Q: 3 clusters Score -2179124 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2179152.250000 Penalty: 4782.009766
	Iteration 94Q: 3 clusters Score -2179152 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2179187.000000 Penalty: 4782.009766
	Iteration 95Q: 3 clusters Score -2179187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2179216.500000 Penalty: 4782.009766
	Iteration 96Q: 3 clusters Score -2179216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -2179238.000000 Penalty: 4782.009766
	Iteration 97Q: 3 clusters Score -2179238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2179259.750000 Penalty: 4782.009766
	Iteration 98Q: 3 clusters Score -2179260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2179299.000000 Penalty: 4782.009766
	Iteration 99Q: 3 clusters Score -2179299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2179325.000000 Penalty: 4782.009766
	Iteration 100F: 3 clusters Score -2179325 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -2179351.250000 Penalty: 4782.009766
	Iteration 101Q: 3 clusters Score -2179351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2179388.250000 Penalty: 4782.009766
	Iteration 102Q: 3 clusters Score -2179388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2179423.250000 Penalty: 4782.009766
	Iteration 103Q: 3 clusters Score -2179423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2179444.250000 Penalty: 4782.009766
	Iteration 104Q: 3 clusters Score -2179444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2179464.500000 Penalty: 4782.009766
	Iteration 105Q: 3 clusters Score -2179464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2179475.500000 Penalty: 4782.009766
	Iteration 106Q: 3 clusters Score -2179476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2179483.000000 Penalty: 4782.009766
	Iteration 107Q: 3 clusters Score -2179483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2179495.250000 Penalty: 4782.009766
	Iteration 108Q: 3 clusters Score -2179495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2179509.750000 Penalty: 4782.009766
	Iteration 109Q: 3 clusters Score -2179510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2179520.000000 Penalty: 4782.009766
	Iteration 110Q: 3 clusters Score -2179520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2179527.500000 Penalty: 4782.009766
	Iteration 111Q: 3 clusters Score -2179528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2179529.250000 Penalty: 4782.009766
	Iteration 112Q: 3 clusters Score -2179529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2179537.500000 Penalty: 4782.009766
	Iteration 113Q: 3 clusters Score -2179538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2179546.000000 Penalty: 4782.009766
	Iteration 114Q: 3 clusters Score -2179546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2179550.750000 Penalty: 4782.009766
	Iteration 115Q: 3 clusters Score -2179551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2179553.000000 Penalty: 4782.009766
	Iteration 116Q: 3 clusters Score -2179553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2179560.000000 Penalty: 4782.009766
	Iteration 117Q: 3 clusters Score -2179560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2179561.500000 Penalty: 4782.009766
	Iteration 118Q: 3 clusters Score -2179562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2179574.000000 Penalty: 4782.009766
	Iteration 119Q: 3 clusters Score -2179574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2179585.000000 Penalty: 4782.009766
	Iteration 120F: 3 clusters Score -2179585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2179595.750000 Penalty: 4782.009766
	Iteration 121Q: 3 clusters Score -2179596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2179604.500000 Penalty: 4782.009766
	Iteration 122Q: 3 clusters Score -2179604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2179609.250000 Penalty: 4782.009766
	Iteration 123Q: 3 clusters Score -2179609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2179612.000000 Penalty: 4782.009766
	Iteration 124Q: 3 clusters Score -2179612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2179616.500000 Penalty: 4782.009766
	Iteration 125Q: 3 clusters Score -2179616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2179621.500000 Penalty: 4782.009766
	Iteration 126Q: 3 clusters Score -2179622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2179625.250000 Penalty: 4782.009766
	Iteration 127Q: 3 clusters Score -2179625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2179624.250000 Penalty: 4782.009766
	Iteration 128Q: 3 clusters Score -2179624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2179622.250000 Penalty: 4782.009766
	Iteration 129Q: 3 clusters Score -2179622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2179629.000000 Penalty: 4782.009766
	Iteration 130Q: 3 clusters Score -2179629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2179633.750000 Penalty: 4782.009766
	Iteration 131Q: 3 clusters Score -2179634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2179644.500000 Penalty: 4782.009766
	Iteration 132Q: 3 clusters Score -2179644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2179643.000000 Penalty: 4782.009766
	Iteration 133Q: 3 clusters Score -2179643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2179642.250000 Penalty: 4782.009766
	Iteration 134Q: 3 clusters Score -2179642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2179645.500000 Penalty: 4782.009766
	Iteration 135Q: 3 clusters Score -2179646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2179646.000000 Penalty: 4782.009766
	Iteration 136Q: 3 clusters Score -2179646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2179648.000000 Penalty: 4782.009766
	Iteration 137Q: 3 clusters Score -2179648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2179647.750000 Penalty: 4782.009766
	Iteration 138Q: 3 clusters Score -2179648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2179647.500000 Penalty: 4782.009766
	Iteration 139Q: 3 clusters Score -2179648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2179647.500000 Penalty: 4782.009766
	Iteration 140F: 3 clusters Score -2179648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Entering Unmasked Estep 
Score: -12831785.000000 Penalty: 2832.311768
	Iteration 0F: 2 clusters Score -1.283178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -12771082.000000 Penalty: 5664.623535
	Iteration 0F: 3 clusters Score -1.277108e+07 nChanged 43026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -12795317.000000 Penalty: 5664.623535
	Iteration 1F: 3 clusters Score -1.279532e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -12795942.000000 Penalty: 5664.623535
	Iteration 2Q: 3 clusters Score -1.279594e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -12796662.000000 Penalty: 5664.623535
	Iteration 3Q: 3 clusters Score -1.279666e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -12797689.000000 Penalty: 5664.623535
	Iteration 4Q: 3 clusters Score -1.279769e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -12799214.000000 Penalty: 5664.623535
	Iteration 5Q: 3 clusters Score -1.279921e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 59247 members 
Entering Unmasked Estep 
Score: -12801776.000000 Penalty: 5664.623535
	Iteration 6F: 3 clusters Score -1.280178e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -12806071.000000 Penalty: 5664.623535
	Iteration 7F: 3 clusters Score -1.280607e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -12812508.000000 Penalty: 5664.623535
	Iteration 8F: 3 clusters Score -1.281251e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -12820038.000000 Penalty: 5664.623535
	Iteration 9F: 3 clusters Score -1.282004e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -12825486.000000 Penalty: 5664.623535
	Iteration 10F: 3 clusters Score -1.282549e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 89123 members 
Entering Unmasked Estep 
Score: -12828166.000000 Penalty: 5664.623535
	Iteration 11Q: 3 clusters Score -1.282817e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 90162 members 
Entering Unmasked Estep 
Score: -12829103.000000 Penalty: 5664.623535
	Iteration 12Q: 3 clusters Score -1.28291e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 90529 members 
Entering Unmasked Estep 
Score: -12829485.000000 Penalty: 5664.623535
	Iteration 13Q: 3 clusters Score -1.282948e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -12829669.000000 Penalty: 5664.623535
	Iteration 14Q: 3 clusters Score -1.282967e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -12829732.000000 Penalty: 5664.623535
	Iteration 15Q: 3 clusters Score -1.282973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 90739 members 
Entering Unmasked Estep 
Score: -12829793.000000 Penalty: 5664.623535
	Iteration 16Q: 3 clusters Score -1.282979e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 90763 members 
Entering Unmasked Estep 
Score: -12829827.000000 Penalty: 5664.623535
	Iteration 17Q: 3 clusters Score -1.282983e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 90779 members 
Entering Unmasked Estep 
Score: -12829840.000000 Penalty: 5664.623535
	Iteration 18Q: 3 clusters Score -1.282984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 90785 members 
Entering Unmasked Estep 
Score: -12829833.000000 Penalty: 5664.623535
	Iteration 19Q: 3 clusters Score -1.282983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 90791 members 
Entering Unmasked Estep 
Score: -12829844.000000 Penalty: 5664.623535
	Iteration 20F: 3 clusters Score -1.282984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -12829839.000000 Penalty: 5664.623535
	Iteration 21Q: 3 clusters Score -1.282984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -12829856.000000 Penalty: 5664.623535
	Iteration 22Q: 3 clusters Score -1.282986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -12829850.000000 Penalty: 5664.623535
	Iteration 23Q: 3 clusters Score -1.282985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -12829850.000000 Penalty: 5664.623535
	Iteration 24F: 3 clusters Score -1.282985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38145.183594 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38145.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38375.039062 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38375.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38592.878906 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -38592.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38780.800781 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -38780.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38960.492188 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38960.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39064.824219 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -39064.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39139.632812 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -39139.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39168.097656 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -39168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39177.617188 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -39177.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39186.468750 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -39186.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39204.324219 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -39204.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39225.593750 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -39225.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39267.285156 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -39267.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39315.160156 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -39315.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39315.160156 Penalty: 2882.325928
	Iteration 14F: 3 clusters Score -39315.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Entering Unmasked Estep 
Score: -4318695.500000 Penalty: 2560.361572
	Iteration 0F: 2 clusters Score -4318696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4297907.000000 Penalty: 5120.723145
	Iteration 0F: 3 clusters Score -4297907 nChanged 13716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4305316.000000 Penalty: 5120.723145
	Iteration 1F: 3 clusters Score -4305316 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -4305893.000000 Penalty: 5120.723145
	Iteration 2Q: 3 clusters Score -4305893 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4306593.000000 Penalty: 5120.723145
	Iteration 3F: 3 clusters Score -4306593 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4307524.000000 Penalty: 5120.723145
	Iteration 4F: 3 clusters Score -4307524 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4308765.500000 Penalty: 5120.723145
	Iteration 5F: 3 clusters Score -4308766 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4310469.000000 Penalty: 5120.723145
	Iteration 6F: 3 clusters Score -4310469 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4312239.500000 Penalty: 5120.723145
	Iteration 7F: 3 clusters Score -4312240 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4313783.000000 Penalty: 5120.723145
	Iteration 8F: 3 clusters Score -4313783 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -4314774.500000 Penalty: 5120.723145
	Iteration 9Q: 3 clusters Score -4314774 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -4315395.000000 Penalty: 5120.723145
	Iteration 10Q: 3 clusters Score -4315395 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -4315765.000000 Penalty: 5120.723145
	Iteration 11Q: 3 clusters Score -4315765 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -4316012.000000 Penalty: 5120.723145
	Iteration 12Q: 3 clusters Score -4316012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -4316159.500000 Penalty: 5120.723145
	Iteration 13Q: 3 clusters Score -4316160 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4316282.500000 Penalty: 5120.723145
	Iteration 14Q: 3 clusters Score -4316282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4316393.500000 Penalty: 5120.723145
	Iteration 15Q: 3 clusters Score -4316394 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -4316492.500000 Penalty: 5120.723145
	Iteration 16Q: 3 clusters Score -4316492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4316589.000000 Penalty: 5120.723145
	Iteration 17Q: 3 clusters Score -4316589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4316681.000000 Penalty: 5120.723145
	Iteration 18Q: 3 clusters Score -4316681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -4316727.000000 Penalty: 5120.723145
	Iteration 19Q: 3 clusters Score -4316727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -4316756.500000 Penalty: 5120.723145
	Iteration 20F: 3 clusters Score -4316756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4316775.500000 Penalty: 5120.723145
	Iteration 21Q: 3 clusters Score -4316776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -4316781.000000 Penalty: 5120.723145
	Iteration 22Q: 3 clusters Score -4316781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4316780.000000 Penalty: 5120.723145
	Iteration 23Q: 3 clusters Score -4316780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -4316785.000000 Penalty: 5120.723145
	Iteration 24Q: 3 clusters Score -4316785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -4316784.000000 Penalty: 5120.723145
	Iteration 25Q: 3 clusters Score -4316784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -4316789.000000 Penalty: 5120.723145
	Iteration 26Q: 3 clusters Score -4316789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -4316790.000000 Penalty: 5120.723145
	Iteration 27Q: 3 clusters Score -4316790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -4316796.000000 Penalty: 5120.723145
	Iteration 28Q: 3 clusters Score -4316796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -4316793.000000 Penalty: 5120.723145
	Iteration 29Q: 3 clusters Score -4316793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -4316792.000000 Penalty: 5120.723145
	Iteration 30Q: 3 clusters Score -4316792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4316795.500000 Penalty: 5120.723145
	Iteration 31Q: 3 clusters Score -4316796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -4316795.500000 Penalty: 5120.723145
	Iteration 32F: 3 clusters Score -4316796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 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 425 members 
Entering Unmasked Estep 
Score: -100101.257812 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100101.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100410.453125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100410.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100574.429688 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100574.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100714.132812 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -100714.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100770.976562 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -100771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -100816.742188 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -100816.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100832.898438 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -100832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100851.304688 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -100851.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100870.234375 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -100870.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100891.109375 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -100891.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100908.570312 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -100908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100936.335938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -100936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -100949.648438 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -100949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100960.703125 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -100960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100964.476562 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -100964.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100964.476562 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -100964.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Entering Unmasked Estep 
Score: -2921543.500000 Penalty: 2463.154541
	Iteration 0F: 2 clusters Score -2921544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2907062.750000 Penalty: 4926.309082
	Iteration 0F: 3 clusters Score -2907063 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2912417.500000 Penalty: 4926.309082
	Iteration 1F: 3 clusters Score -2912418 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2913306.750000 Penalty: 4926.309082
	Iteration 2F: 3 clusters Score -2913307 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2914140.750000 Penalty: 4926.309082
	Iteration 3F: 3 clusters Score -2914141 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2914964.000000 Penalty: 4926.309082
	Iteration 4F: 3 clusters Score -2914964 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2915851.500000 Penalty: 4926.309082
	Iteration 5F: 3 clusters Score -2915852 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2916779.750000 Penalty: 4926.309082
	Iteration 6F: 3 clusters Score -2916780 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2917634.250000 Penalty: 4926.309082
	Iteration 7F: 3 clusters Score -2917634 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2918334.000000 Penalty: 4926.309082
	Iteration 8Q: 3 clusters Score -2918334 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2918793.500000 Penalty: 4926.309082
	Iteration 9Q: 3 clusters Score -2918794 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2919113.750000 Penalty: 4926.309082
	Iteration 10Q: 3 clusters Score -2919114 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2919326.750000 Penalty: 4926.309082
	Iteration 11Q: 3 clusters Score -2919327 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2919479.500000 Penalty: 4926.309082
	Iteration 12Q: 3 clusters Score -2919480 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2919575.000000 Penalty: 4926.309082
	Iteration 13Q: 3 clusters Score -2919575 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2919655.000000 Penalty: 4926.309082
	Iteration 14Q: 3 clusters Score -2919655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2919728.500000 Penalty: 4926.309082
	Iteration 15Q: 3 clusters Score -2919728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2919788.000000 Penalty: 4926.309082
	Iteration 16Q: 3 clusters Score -2919788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2919864.750000 Penalty: 4926.309082
	Iteration 17Q: 3 clusters Score -2919865 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2919952.750000 Penalty: 4926.309082
	Iteration 18Q: 3 clusters Score -2919953 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2920036.500000 Penalty: 4926.309082
	Iteration 19Q: 3 clusters Score -2920036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2920119.500000 Penalty: 4926.309082
	Iteration 20F: 3 clusters Score -2920120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2920184.000000 Penalty: 4926.309082
	Iteration 21Q: 3 clusters Score -2920184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2920242.250000 Penalty: 4926.309082
	Iteration 22Q: 3 clusters Score -2920242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2920265.500000 Penalty: 4926.309082
	Iteration 23Q: 3 clusters Score -2920266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2920296.000000 Penalty: 4926.309082
	Iteration 24Q: 3 clusters Score -2920296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2920324.750000 Penalty: 4926.309082
	Iteration 25Q: 3 clusters Score -2920325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2920352.750000 Penalty: 4926.309082
	Iteration 26Q: 3 clusters Score -2920353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2920376.500000 Penalty: 4926.309082
	Iteration 27Q: 3 clusters Score -2920376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2920401.750000 Penalty: 4926.309082
	Iteration 28Q: 3 clusters Score -2920402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2920429.750000 Penalty: 4926.309082
	Iteration 29Q: 3 clusters Score -2920430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2920443.500000 Penalty: 4926.309082
	Iteration 30Q: 3 clusters Score -2920444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2920451.000000 Penalty: 4926.309082
	Iteration 31Q: 3 clusters Score -2920451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2920455.750000 Penalty: 4926.309082
	Iteration 32Q: 3 clusters Score -2920456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2920456.250000 Penalty: 4926.309082
	Iteration 33Q: 3 clusters Score -2920456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -2920462.500000 Penalty: 4926.309082
	Iteration 34Q: 3 clusters Score -2920462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2920467.500000 Penalty: 4926.309082
	Iteration 35Q: 3 clusters Score -2920468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -2920471.750000 Penalty: 4926.309082
	Iteration 36Q: 3 clusters Score -2920472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2920480.500000 Penalty: 4926.309082
	Iteration 37Q: 3 clusters Score -2920480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2920482.250000 Penalty: 4926.309082
	Iteration 38Q: 3 clusters Score -2920482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2920492.250000 Penalty: 4926.309082
	Iteration 39Q: 3 clusters Score -2920492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2920501.750000 Penalty: 4926.309082
	Iteration 40F: 3 clusters Score -2920502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2920506.250000 Penalty: 4926.309082
	Iteration 41Q: 3 clusters Score -2920506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2920519.000000 Penalty: 4926.309082
	Iteration 42Q: 3 clusters Score -2920519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2920519.250000 Penalty: 4926.309082
	Iteration 43Q: 3 clusters Score -2920519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2920520.500000 Penalty: 4926.309082
	Iteration 44Q: 3 clusters Score -2920520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2920519.500000 Penalty: 4926.309082
	Iteration 45Q: 3 clusters Score -2920520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -2920521.250000 Penalty: 4926.309082
	Iteration 46Q: 3 clusters Score -2920521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2920519.250000 Penalty: 4926.309082
	Iteration 47Q: 3 clusters Score -2920519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2920523.250000 Penalty: 4926.309082
	Iteration 48Q: 3 clusters Score -2920523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2920522.750000 Penalty: 4926.309082
	Iteration 49Q: 3 clusters Score -2920523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2920527.000000 Penalty: 4926.309082
	Iteration 50Q: 3 clusters Score -2920527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2920527.000000 Penalty: 4926.309082
	Iteration 51F: 3 clusters Score -2920527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -242369.093750 Penalty: 1863.399902
	Iteration 0F: 2 clusters Score -242369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -239944.812500 Penalty: 3726.799805
	Iteration 0F: 3 clusters Score -239944.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -240605.234375 Penalty: 3726.799805
	Iteration 1F: 3 clusters Score -240605.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -240994.531250 Penalty: 3726.799805
	Iteration 2F: 3 clusters Score -240994.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -241373.640625 Penalty: 3726.799805
	Iteration 3F: 3 clusters Score -241373.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -241645.046875 Penalty: 3726.799805
	Iteration 4F: 3 clusters Score -241645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -241813.796875 Penalty: 3726.799805
	Iteration 5F: 3 clusters Score -241813.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -241972.921875 Penalty: 3726.799805
	Iteration 6Q: 3 clusters Score -241972.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -242082.500000 Penalty: 3726.799805
	Iteration 7Q: 3 clusters Score -242082.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -242196.843750 Penalty: 3726.799805
	Iteration 8Q: 3 clusters Score -242196.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -242222.156250 Penalty: 3726.799805
	Iteration 9Q: 3 clusters Score -242222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -242235.765625 Penalty: 3726.799805
	Iteration 10Q: 3 clusters Score -242235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -242246.781250 Penalty: 3726.799805
	Iteration 11Q: 3 clusters Score -242246.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -242250.843750 Penalty: 3726.799805
	Iteration 12Q: 3 clusters Score -242250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -242255.906250 Penalty: 3726.799805
	Iteration 13Q: 3 clusters Score -242255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -242256.890625 Penalty: 3726.799805
	Iteration 14Q: 3 clusters Score -242256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -242256.890625 Penalty: 3726.799805
	Iteration 15F: 3 clusters Score -242256.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -269346.500000 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -269346.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -266705.625000 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -266705.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -267148.968750 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -267149 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267267.312500 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -267267.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -267318.125000 Penalty: 3756.216553
	Iteration 3Q: 3 clusters Score -267318.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -267359.187500 Penalty: 3756.216553
	Iteration 4Q: 3 clusters Score -267359.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267384.375000 Penalty: 3756.216553
	Iteration 5Q: 3 clusters Score -267384.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -267404.843750 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -267404.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -267420.062500 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -267420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -267432.437500 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -267432.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -267442.187500 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -267442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -267451.906250 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -267451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -267457.218750 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -267457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -267462.375000 Penalty: 3756.216553
	Iteration 12Q: 3 clusters Score -267462.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -267468.031250 Penalty: 3756.216553
	Iteration 13Q: 3 clusters Score -267468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267470.281250 Penalty: 3756.216553
	Iteration 14Q: 3 clusters Score -267470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -267471.375000 Penalty: 3756.216553
	Iteration 15Q: 3 clusters Score -267471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -267471.562500 Penalty: 3756.216553
	Iteration 16Q: 3 clusters Score -267471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -267472.968750 Penalty: 3756.216553
	Iteration 17Q: 3 clusters Score -267473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267475.375000 Penalty: 3756.216553
	Iteration 18Q: 3 clusters Score -267475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -267476.093750 Penalty: 3756.216553
	Iteration 19Q: 3 clusters Score -267476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -267477.406250 Penalty: 3756.216553
	Iteration 20F: 3 clusters Score -267477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -267478.812500 Penalty: 3756.216553
	Iteration 21Q: 3 clusters Score -267478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -267479.812500 Penalty: 3756.216553
	Iteration 22Q: 3 clusters Score -267479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -267480.343750 Penalty: 3756.216553
	Iteration 23Q: 3 clusters Score -267480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -267480.781250 Penalty: 3756.216553
	Iteration 24Q: 3 clusters Score -267480.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -267480.781250 Penalty: 3756.216553
	Iteration 25F: 3 clusters Score -267480.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.121094 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34120.136719 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34120.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34210.296875 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34210.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34236.269531 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34236.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34239.125000 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34239.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34239.125000 Penalty: 2793.081055
	Iteration 4F: 3 clusters Score -34239.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -117709.070312 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117709.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118027.820312 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118027.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118177.015625 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118287.695312 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -118287.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118450.125000 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118450.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118666.968750 Penalty: 3408.061279
	Iteration 5F: 3 clusters Score -118667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -118816.601562 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118816.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118927.867188 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118927.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119051.351562 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -119051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119176.679688 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -119176.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119305.375000 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -119305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119370.593750 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -119370.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119457.859375 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -119457.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119566.515625 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -119566.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119649.328125 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -119649.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119788.757812 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -119788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -120294.375000 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -120294.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120345.078125 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -120345.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120386.312500 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -120386.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120412.609375 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -120412.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120427.507812 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -120427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120453.328125 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -120453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120500.531250 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -120500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120661.546875 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -120661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120823.976562 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -120824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120823.976562 Penalty: 3408.061279
	Iteration 25F: 3 clusters Score -120824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 91413 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 176452 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 30077 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 91182 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 627 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20580 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 337 members 
Mstep: Class 23 contains 20845 members 
Mstep: Class 24 contains 11709 members 
Entering Unmasked Estep 
Score: -84923568.000000 Penalty: 66121.062500
Splitting cluster 20 changes total score from -84924192.000000 to -84923568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (20845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Entering Unmasked Estep 
Score: -2951852.000000 Penalty: 2466.327637
	Iteration 0F: 2 clusters Score -2951852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2937412.750000 Penalty: 4932.655273
	Iteration 0F: 3 clusters Score -2937413 nChanged 9061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2942328.000000 Penalty: 4932.655273
	Iteration 1F: 3 clusters Score -2942328 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2942806.250000 Penalty: 4932.655273
	Iteration 2F: 3 clusters Score -2942806 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2943355.000000 Penalty: 4932.655273
	Iteration 3F: 3 clusters Score -2943355 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2944006.750000 Penalty: 4932.655273
	Iteration 4F: 3 clusters Score -2944007 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2944775.750000 Penalty: 4932.655273
	Iteration 5F: 3 clusters Score -2944776 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2945644.500000 Penalty: 4932.655273
	Iteration 6F: 3 clusters Score -2945644 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -2946606.250000 Penalty: 4932.655273
	Iteration 7F: 3 clusters Score -2946606 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2947539.500000 Penalty: 4932.655273
	Iteration 8F: 3 clusters Score -2947540 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -2948231.750000 Penalty: 4932.655273
	Iteration 9Q: 3 clusters Score -2948232 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2948659.000000 Penalty: 4932.655273
	Iteration 10Q: 3 clusters Score -2948659 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2948931.250000 Penalty: 4932.655273
	Iteration 11Q: 3 clusters Score -2948931 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2949110.750000 Penalty: 4932.655273
	Iteration 12Q: 3 clusters Score -2949111 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2949231.750000 Penalty: 4932.655273
	Iteration 13Q: 3 clusters Score -2949232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2949316.750000 Penalty: 4932.655273
	Iteration 14Q: 3 clusters Score -2949317 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2949390.500000 Penalty: 4932.655273
	Iteration 15Q: 3 clusters Score -2949390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2949459.750000 Penalty: 4932.655273
	Iteration 16Q: 3 clusters Score -2949460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2949522.000000 Penalty: 4932.655273
	Iteration 17Q: 3 clusters Score -2949522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2949565.250000 Penalty: 4932.655273
	Iteration 18Q: 3 clusters Score -2949565 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2949611.250000 Penalty: 4932.655273
	Iteration 19Q: 3 clusters Score -2949611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2949641.250000 Penalty: 4932.655273
	Iteration 20F: 3 clusters Score -2949641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2949664.000000 Penalty: 4932.655273
	Iteration 21Q: 3 clusters Score -2949664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2949691.250000 Penalty: 4932.655273
	Iteration 22Q: 3 clusters Score -2949691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2949709.500000 Penalty: 4932.655273
	Iteration 23Q: 3 clusters Score -2949710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2949730.250000 Penalty: 4932.655273
	Iteration 24Q: 3 clusters Score -2949730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2949742.000000 Penalty: 4932.655273
	Iteration 25Q: 3 clusters Score -2949742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2949768.500000 Penalty: 4932.655273
	Iteration 26Q: 3 clusters Score -2949768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2949779.000000 Penalty: 4932.655273
	Iteration 27Q: 3 clusters Score -2949779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2949786.500000 Penalty: 4932.655273
	Iteration 28Q: 3 clusters Score -2949786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2949795.750000 Penalty: 4932.655273
	Iteration 29Q: 3 clusters Score -2949796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2949803.250000 Penalty: 4932.655273
	Iteration 30Q: 3 clusters Score -2949803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2949808.000000 Penalty: 4932.655273
	Iteration 31Q: 3 clusters Score -2949808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2949827.000000 Penalty: 4932.655273
	Iteration 32Q: 3 clusters Score -2949827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2949839.250000 Penalty: 4932.655273
	Iteration 33Q: 3 clusters Score -2949839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2949833.250000 Penalty: 4932.655273
	Iteration 34Q: 3 clusters Score -2949833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2949848.500000 Penalty: 4932.655273
	Iteration 35Q: 3 clusters Score -2949848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2949852.250000 Penalty: 4932.655273
	Iteration 36Q: 3 clusters Score -2949852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2949853.000000 Penalty: 4932.655273
	Iteration 37Q: 3 clusters Score -2949853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2949860.750000 Penalty: 4932.655273
	Iteration 38Q: 3 clusters Score -2949861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2949870.750000 Penalty: 4932.655273
	Iteration 39Q: 3 clusters Score -2949871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2949876.500000 Penalty: 4932.655273
	Iteration 40F: 3 clusters Score -2949876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2949886.750000 Penalty: 4932.655273
	Iteration 41Q: 3 clusters Score -2949887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2949890.250000 Penalty: 4932.655273
	Iteration 42Q: 3 clusters Score -2949890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2949890.750000 Penalty: 4932.655273
	Iteration 43Q: 3 clusters Score -2949891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2949890.500000 Penalty: 4932.655273
	Iteration 44Q: 3 clusters Score -2949890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2949892.750000 Penalty: 4932.655273
	Iteration 45Q: 3 clusters Score -2949893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2949897.500000 Penalty: 4932.655273
	Iteration 46Q: 3 clusters Score -2949898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2949893.500000 Penalty: 4932.655273
	Iteration 47Q: 3 clusters Score -2949894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2949895.750000 Penalty: 4932.655273
	Iteration 48Q: 3 clusters Score -2949896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2949901.500000 Penalty: 4932.655273
	Iteration 49Q: 3 clusters Score -2949902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2949904.250000 Penalty: 4932.655273
	Iteration 50Q: 3 clusters Score -2949904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2949909.750000 Penalty: 4932.655273
	Iteration 51Q: 3 clusters Score -2949910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2949911.500000 Penalty: 4932.655273
	Iteration 52Q: 3 clusters Score -2949912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2949916.500000 Penalty: 4932.655273
	Iteration 53Q: 3 clusters Score -2949916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2949911.250000 Penalty: 4932.655273
	Iteration 54Q: 3 clusters Score -2949911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2949911.250000 Penalty: 4932.655273
	Iteration 55Q: 3 clusters Score -2949911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2949910.500000 Penalty: 4932.655273
	Iteration 56Q: 3 clusters Score -2949910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2949914.750000 Penalty: 4932.655273
	Iteration 57Q: 3 clusters Score -2949915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2949914.750000 Penalty: 4932.655273
	Iteration 58Q: 3 clusters Score -2949915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2949914.250000 Penalty: 4932.655273
	Iteration 59Q: 3 clusters Score -2949914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2949914.250000 Penalty: 4932.655273
	Iteration 60F: 3 clusters Score -2949914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2949913.500000 Penalty: 4932.655273
	Iteration 61Q: 3 clusters Score -2949914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2949915.250000 Penalty: 4932.655273
	Iteration 62Q: 3 clusters Score -2949915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2949920.000000 Penalty: 4932.655273
	Iteration 63Q: 3 clusters Score -2949920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2949920.000000 Penalty: 4932.655273
	Iteration 64F: 3 clusters Score -2949920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Entering Unmasked Estep 
Score: -1659718.375000 Penalty: 2323.291992
	Iteration 0F: 2 clusters Score -1659718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1650927.875000 Penalty: 4646.583984
	Iteration 0F: 3 clusters Score -1650928 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1653549.000000 Penalty: 4646.583984
	Iteration 1F: 3 clusters Score -1653549 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1653840.375000 Penalty: 4646.583984
	Iteration 2F: 3 clusters Score -1653840 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1654039.875000 Penalty: 4646.583984
	Iteration 3Q: 3 clusters Score -1654040 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1654185.375000 Penalty: 4646.583984
	Iteration 4Q: 3 clusters Score -1654185 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1654327.500000 Penalty: 4646.583984
	Iteration 5Q: 3 clusters Score -1654328 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1654445.750000 Penalty: 4646.583984
	Iteration 6Q: 3 clusters Score -1654446 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1654566.125000 Penalty: 4646.583984
	Iteration 7Q: 3 clusters Score -1654566 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1654691.500000 Penalty: 4646.583984
	Iteration 8Q: 3 clusters Score -1654692 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1654862.000000 Penalty: 4646.583984
	Iteration 9Q: 3 clusters Score -1654862 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1655065.250000 Penalty: 4646.583984
	Iteration 10Q: 3 clusters Score -1655065 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1655297.500000 Penalty: 4646.583984
	Iteration 11Q: 3 clusters Score -1655298 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1655581.500000 Penalty: 4646.583984
	Iteration 12Q: 3 clusters Score -1655582 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1655910.375000 Penalty: 4646.583984
	Iteration 13Q: 3 clusters Score -1655910 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1656283.375000 Penalty: 4646.583984
	Iteration 14Q: 3 clusters Score -1656283 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1656626.500000 Penalty: 4646.583984
	Iteration 15Q: 3 clusters Score -1656626 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1656900.000000 Penalty: 4646.583984
	Iteration 16Q: 3 clusters Score -1656900 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1657066.250000 Penalty: 4646.583984
	Iteration 17Q: 3 clusters Score -1657066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1657196.250000 Penalty: 4646.583984
	Iteration 18Q: 3 clusters Score -1657196 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1657302.000000 Penalty: 4646.583984
	Iteration 19Q: 3 clusters Score -1657302 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1657375.375000 Penalty: 4646.583984
	Iteration 20F: 3 clusters Score -1657375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1657424.500000 Penalty: 4646.583984
	Iteration 21Q: 3 clusters Score -1657424 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1657450.125000 Penalty: 4646.583984
	Iteration 22Q: 3 clusters Score -1657450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1657480.125000 Penalty: 4646.583984
	Iteration 23Q: 3 clusters Score -1657480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1657497.875000 Penalty: 4646.583984
	Iteration 24Q: 3 clusters Score -1657498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1657512.125000 Penalty: 4646.583984
	Iteration 25Q: 3 clusters Score -1657512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1657516.875000 Penalty: 4646.583984
	Iteration 26Q: 3 clusters Score -1657517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1657525.750000 Penalty: 4646.583984
	Iteration 27Q: 3 clusters Score -1657526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1657534.250000 Penalty: 4646.583984
	Iteration 28Q: 3 clusters Score -1657534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1657548.000000 Penalty: 4646.583984
	Iteration 29Q: 3 clusters Score -1657548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1657557.750000 Penalty: 4646.583984
	Iteration 30Q: 3 clusters Score -1657558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1657570.625000 Penalty: 4646.583984
	Iteration 31Q: 3 clusters Score -1657571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1657575.250000 Penalty: 4646.583984
	Iteration 32Q: 3 clusters Score -1657575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1657587.500000 Penalty: 4646.583984
	Iteration 33Q: 3 clusters Score -1657588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1657592.875000 Penalty: 4646.583984
	Iteration 34Q: 3 clusters Score -1657593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1657596.250000 Penalty: 4646.583984
	Iteration 35Q: 3 clusters Score -1657596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1657601.625000 Penalty: 4646.583984
	Iteration 36Q: 3 clusters Score -1657602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1657606.750000 Penalty: 4646.583984
	Iteration 37Q: 3 clusters Score -1657607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1657609.750000 Penalty: 4646.583984
	Iteration 38Q: 3 clusters Score -1657610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1657611.750000 Penalty: 4646.583984
	Iteration 39Q: 3 clusters Score -1657612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1657613.250000 Penalty: 4646.583984
	Iteration 40F: 3 clusters Score -1657613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1657614.375000 Penalty: 4646.583984
	Iteration 41Q: 3 clusters Score -1657614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1657613.125000 Penalty: 4646.583984
	Iteration 42Q: 3 clusters Score -1657613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1657618.500000 Penalty: 4646.583984
	Iteration 43Q: 3 clusters Score -1657618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1657619.375000 Penalty: 4646.583984
	Iteration 44Q: 3 clusters Score -1657619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1657619.875000 Penalty: 4646.583984
	Iteration 45Q: 3 clusters Score -1657620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1657621.000000 Penalty: 4646.583984
	Iteration 46Q: 3 clusters Score -1657621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1657621.375000 Penalty: 4646.583984
	Iteration 47Q: 3 clusters Score -1657621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1657618.375000 Penalty: 4646.583984
	Iteration 48Q: 3 clusters Score -1657618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1657620.375000 Penalty: 4646.583984
	Iteration 49Q: 3 clusters Score -1657620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1657618.500000 Penalty: 4646.583984
	Iteration 50Q: 3 clusters Score -1657618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1657617.375000 Penalty: 4646.583984
	Iteration 51Q: 3 clusters Score -1657617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1657617.375000 Penalty: 4646.583984
	Iteration 52F: 3 clusters Score -1657617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 91413 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 176452 members 
Mstep: Class 5 contains 12252 members 
Mstep: Class 6 contains 1936 members 
Mstep: Class 7 contains 30077 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 91182 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20580 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20845 members 
Mstep: Class 24 contains 11709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924184.000000 Penalty: 62815.007812
Iteration 79Q: 20 clusters Score -8.492418e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 107793 members 
Mstep: Class 2 contains 91166 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 175645 members 
Mstep: Class 5 contains 12184 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 30097 members 
Mstep: Class 8 contains 15483 members 
Mstep: Class 9 contains 91513 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30501 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20336 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 20931 members 
Mstep: Class 24 contains 11781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84924584.000000 Penalty: 62815.007812
Iteration 80F: 20 clusters Score -8.492458e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 91191 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 174730 members 
Mstep: Class 5 contains 12104 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 30051 members 
Mstep: Class 8 contains 15575 members 
Mstep: Class 9 contains 91799 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30535 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 20092 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21009 members 
Mstep: Class 24 contains 11841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925208.000000 Penalty: 62815.007812
Iteration 81Q: 20 clusters Score -8.492521e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 91381 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 173656 members 
Mstep: Class 5 contains 12008 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 29968 members 
Mstep: Class 8 contains 15667 members 
Mstep: Class 9 contains 92098 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19873 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21106 members 
Mstep: Class 24 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925504.000000 Penalty: 62815.007812
Iteration 82Q: 20 clusters Score -8.49255e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 109951 members 
Mstep: Class 2 contains 91735 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 172324 members 
Mstep: Class 5 contains 11946 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 29868 members 
Mstep: Class 8 contains 15750 members 
Mstep: Class 9 contains 92393 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30586 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1947 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21214 members 
Mstep: Class 24 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84925728.000000 Penalty: 62815.007812
Iteration 83Q: 20 clusters Score -8.492573e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 92243 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 170898 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 29741 members 
Mstep: Class 8 contains 15821 members 
Mstep: Class 9 contains 92666 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30588 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1945 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 12012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926344.000000 Penalty: 62815.007812
Iteration 84Q: 20 clusters Score -8.492634e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 111359 members 
Mstep: Class 2 contains 92877 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 169363 members 
Mstep: Class 5 contains 11841 members 
Mstep: Class 6 contains 1943 members 
Mstep: Class 7 contains 29631 members 
Mstep: Class 8 contains 15888 members 
Mstep: Class 9 contains 92947 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30575 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19499 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1941 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21389 members 
Mstep: Class 24 contains 12070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84926400.000000 Penalty: 62815.007812
Iteration 85Q: 20 clusters Score -8.49264e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 112014 members 
Mstep: Class 2 contains 93573 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 167852 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 29484 members 
Mstep: Class 8 contains 15933 members 
Mstep: Class 9 contains 93197 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21462 members 
Mstep: Class 24 contains 12121 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -8.492684e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 94306 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 166430 members 
Mstep: Class 5 contains 11752 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 29350 members 
Mstep: Class 8 contains 15970 members 
Mstep: Class 9 contains 93401 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30528 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19429 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21527 members 
Mstep: Class 24 contains 12147 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -8.492764e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 113106 members 
Mstep: Class 2 contains 94906 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 165297 members 
Mstep: Class 5 contains 11694 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 29228 members 
Mstep: Class 8 contains 15998 members 
Mstep: Class 9 contains 93585 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30482 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19410 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21563 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -8.492819e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 113593 members 
Mstep: Class 2 contains 95538 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 164231 members 
Mstep: Class 5 contains 11614 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 16018 members 
Mstep: Class 9 contains 93751 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30449 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21583 members 
Mstep: Class 24 contains 12179 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -8.492812e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 114053 members 
Mstep: Class 2 contains 96174 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 163234 members 
Mstep: Class 5 contains 11558 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 28913 members 
Mstep: Class 8 contains 16037 members 
Mstep: Class 9 contains 93922 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30399 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21586 members 
Mstep: Class 24 contains 12176 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -8.492848e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 96791 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 162283 members 
Mstep: Class 5 contains 11509 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 28759 members 
Mstep: Class 8 contains 16052 members 
Mstep: Class 9 contains 94077 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30357 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19387 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1929 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21604 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -8.492866e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 97308 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 161440 members 
Mstep: Class 5 contains 11467 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 28628 members 
Mstep: Class 8 contains 16072 members 
Mstep: Class 9 contains 94237 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30315 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19401 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1928 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21594 members 
Mstep: Class 24 contains 12193 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -8.492909e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115091 members 
Mstep: Class 2 contains 97800 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 160674 members 
Mstep: Class 5 contains 11421 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 28518 members 
Mstep: Class 8 contains 16086 members 
Mstep: Class 9 contains 94386 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30267 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19426 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1927 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21602 members 
Mstep: Class 24 contains 12182 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -8.492896e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115335 members 
Mstep: Class 2 contains 98276 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 159967 members 
Mstep: Class 5 contains 11381 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 28442 members 
Mstep: Class 8 contains 16101 members 
Mstep: Class 9 contains 94479 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30228 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21607 members 
Mstep: Class 24 contains 12190 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -8.492923e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115546 members 
Mstep: Class 2 contains 98681 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 159366 members 
Mstep: Class 5 contains 11329 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 28365 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 94550 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30200 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19476 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21612 members 
Mstep: Class 24 contains 12199 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -8.492914e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 99051 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 158859 members 
Mstep: Class 5 contains 11276 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 28285 members 
Mstep: Class 8 contains 16140 members 
Mstep: Class 9 contains 94633 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30175 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21625 members 
Mstep: Class 24 contains 12212 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -8.492918e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115851 members 
Mstep: Class 2 contains 99371 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 158446 members 
Mstep: Class 5 contains 11203 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 28225 members 
Mstep: Class 8 contains 16149 members 
Mstep: Class 9 contains 94726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30132 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19501 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21639 members 
Mstep: Class 24 contains 12214 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -8.492932e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 99650 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 158072 members 
Mstep: Class 5 contains 11133 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 28161 members 
Mstep: Class 8 contains 16155 members 
Mstep: Class 9 contains 94804 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30098 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19517 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21654 members 
Mstep: Class 24 contains 12219 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -8.492926e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116132 members 
Mstep: Class 2 contains 99874 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 157730 members 
Mstep: Class 5 contains 11066 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 28114 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 94860 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30073 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19541 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21676 members 
Mstep: Class 24 contains 12226 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -8.492922e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116242 members 
Mstep: Class 2 contains 100041 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 157493 members 
Mstep: Class 5 contains 10993 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 28079 members 
Mstep: Class 8 contains 16179 members 
Mstep: Class 9 contains 94901 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30052 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19552 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21690 members 
Mstep: Class 24 contains 12231 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -8.492942e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116308 members 
Mstep: Class 2 contains 100185 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 157306 members 
Mstep: Class 5 contains 10928 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 28038 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 94968 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30030 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19564 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21694 members 
Mstep: Class 24 contains 12240 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -8.492932e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116392 members 
Mstep: Class 2 contains 100339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 157089 members 
Mstep: Class 5 contains 10864 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 28017 members 
Mstep: Class 8 contains 16211 members 
Mstep: Class 9 contains 95014 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 30009 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19574 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21698 members 
Mstep: Class 24 contains 12243 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -8.492942e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 100435 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156930 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 28003 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 95059 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29982 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19584 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21711 members 
Mstep: Class 24 contains 12242 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -8.49294e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116527 members 
Mstep: Class 2 contains 100507 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156810 members 
Mstep: Class 5 contains 10763 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27990 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 95112 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29964 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19588 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21728 members 
Mstep: Class 24 contains 12238 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -8.492965e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116585 members 
Mstep: Class 2 contains 100566 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156714 members 
Mstep: Class 5 contains 10722 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 27977 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 95175 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29931 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19596 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21726 members 
Mstep: Class 24 contains 12237 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -8.492964e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 100633 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156631 members 
Mstep: Class 5 contains 10670 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 27953 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 95228 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29904 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21723 members 
Mstep: Class 24 contains 12237 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -8.492965e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 100709 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156576 members 
Mstep: Class 5 contains 10631 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 27922 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 95267 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29878 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19626 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21720 members 
Mstep: Class 24 contains 12232 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -8.492946e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116692 members 
Mstep: Class 2 contains 100808 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156492 members 
Mstep: Class 5 contains 10580 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 27895 members 
Mstep: Class 8 contains 16236 members 
Mstep: Class 9 contains 95316 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29852 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19635 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21712 members 
Mstep: Class 24 contains 12238 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -8.492966e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116706 members 
Mstep: Class 2 contains 100880 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156416 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 27875 members 
Mstep: Class 8 contains 16241 members 
Mstep: Class 9 contains 95363 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29833 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21713 members 
Mstep: Class 24 contains 12239 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -8.492951e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116735 members 
Mstep: Class 2 contains 100942 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156348 members 
Mstep: Class 5 contains 10507 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27857 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 95397 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29815 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21720 members 
Mstep: Class 24 contains 12242 members 
Entering Unmasked Estep 
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Iteration 110Q: 20 clusters Score -8.492954e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 101025 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156287 members 
Mstep: Class 5 contains 10479 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27840 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 95406 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29796 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19644 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21719 members 
Mstep: Class 24 contains 12243 members 
Entering Unmasked Estep 
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Iteration 111Q: 20 clusters Score -8.492956e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 101123 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156200 members 
Mstep: Class 5 contains 10440 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27830 members 
Mstep: Class 8 contains 16242 members 
Mstep: Class 9 contains 95432 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29783 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21716 members 
Mstep: Class 24 contains 12238 members 
Entering Unmasked Estep 
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Iteration 112Q: 20 clusters Score -8.49295e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 101173 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156152 members 
Mstep: Class 5 contains 10404 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27810 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 95451 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29777 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21717 members 
Mstep: Class 24 contains 12240 members 
Entering Unmasked Estep 
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Iteration 113Q: 20 clusters Score -8.492949e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116869 members 
Mstep: Class 2 contains 101235 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156090 members 
Mstep: Class 5 contains 10365 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27798 members 
Mstep: Class 8 contains 16247 members 
Mstep: Class 9 contains 95474 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29776 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19647 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21717 members 
Mstep: Class 24 contains 12235 members 
Entering Unmasked Estep 
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Iteration 114Q: 20 clusters Score -8.492948e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116904 members 
Mstep: Class 2 contains 101273 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156042 members 
Mstep: Class 5 contains 10326 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27787 members 
Mstep: Class 8 contains 16251 members 
Mstep: Class 9 contains 95496 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29768 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19647 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21728 members 
Mstep: Class 24 contains 12231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929336.000000 Penalty: 62815.007812
Iteration 115Q: 20 clusters Score -8.492934e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116932 members 
Mstep: Class 2 contains 101278 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156037 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 27770 members 
Mstep: Class 8 contains 16253 members 
Mstep: Class 9 contains 95518 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29761 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21738 members 
Mstep: Class 24 contains 12224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929280.000000 Penalty: 62815.007812
Iteration 116Q: 20 clusters Score -8.492928e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116963 members 
Mstep: Class 2 contains 101298 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155988 members 
Mstep: Class 5 contains 10272 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 27763 members 
Mstep: Class 8 contains 16258 members 
Mstep: Class 9 contains 95545 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29755 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21742 members 
Mstep: Class 24 contains 12223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929336.000000 Penalty: 62815.007812
Iteration 117Q: 20 clusters Score -8.492934e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 101302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155970 members 
Mstep: Class 5 contains 10246 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 27756 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 9 contains 95573 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29746 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19640 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21744 members 
Mstep: Class 24 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929256.000000 Penalty: 62815.007812
Iteration 118Q: 20 clusters Score -8.492926e+07 nChanged 351
Entering ConstructFrom: 
Score: -84929256.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (117017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Entering Unmasked Estep 
Score: -16398185.000000 Penalty: 2894.178467
	Iteration 0F: 2 clusters Score -1.639818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 58649 members 
Entering Unmasked Estep 
Score: -16322794.000000 Penalty: 5788.356934
	Iteration 0F: 3 clusters Score -1.632279e+07 nChanged 55372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -16354697.000000 Penalty: 5788.356934
	Iteration 1F: 3 clusters Score -1.63547e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -16355417.000000 Penalty: 5788.356934
	Iteration 2Q: 3 clusters Score -1.635542e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -16356334.000000 Penalty: 5788.356934
	Iteration 3Q: 3 clusters Score -1.635633e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -16357492.000000 Penalty: 5788.356934
	Iteration 4Q: 3 clusters Score -1.635749e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -16358825.000000 Penalty: 5788.356934
	Iteration 5Q: 3 clusters Score -1.635882e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53878 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -16360701.000000 Penalty: 5788.356934
	Iteration 6Q: 3 clusters Score -1.63607e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -16363230.000000 Penalty: 5788.356934
	Iteration 7Q: 3 clusters Score -1.636323e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -16366815.000000 Penalty: 5788.356934
	Iteration 8Q: 3 clusters Score -1.636682e+07 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -16371608.000000 Penalty: 5788.356934
	Iteration 9F: 3 clusters Score -1.637161e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 73698 members 
Entering Unmasked Estep 
Score: -16376627.000000 Penalty: 5788.356934
	Iteration 10F: 3 clusters Score -1.637663e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -16380724.000000 Penalty: 5788.356934
	Iteration 11F: 3 clusters Score -1.638072e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -16383642.000000 Penalty: 5788.356934
	Iteration 12Q: 3 clusters Score -1.638364e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -16385169.000000 Penalty: 5788.356934
	Iteration 13Q: 3 clusters Score -1.638517e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -16385941.000000 Penalty: 5788.356934
	Iteration 14Q: 3 clusters Score -1.638594e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -16386321.000000 Penalty: 5788.356934
	Iteration 15Q: 3 clusters Score -1.638632e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -16386428.000000 Penalty: 5788.356934
	Iteration 16Q: 3 clusters Score -1.638643e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -16386590.000000 Penalty: 5788.356934
	Iteration 17Q: 3 clusters Score -1.638659e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -16386701.000000 Penalty: 5788.356934
	Iteration 18Q: 3 clusters Score -1.63867e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -16386778.000000 Penalty: 5788.356934
	Iteration 19Q: 3 clusters Score -1.638678e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 77906 members 
Entering Unmasked Estep 
Score: -16386854.000000 Penalty: 5788.356934
	Iteration 20F: 3 clusters Score -1.638685e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -16386932.000000 Penalty: 5788.356934
	Iteration 21Q: 3 clusters Score -1.638693e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 77998 members 
Entering Unmasked Estep 
Score: -16386915.000000 Penalty: 5788.356934
	Iteration 22Q: 3 clusters Score -1.638692e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -16386902.000000 Penalty: 5788.356934
	Iteration 23Q: 3 clusters Score -1.63869e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 78025 members 
Entering Unmasked Estep 
Score: -16386943.000000 Penalty: 5788.356934
	Iteration 24Q: 3 clusters Score -1.638694e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 78030 members 
Entering Unmasked Estep 
Score: -16387025.000000 Penalty: 5788.356934
	Iteration 25Q: 3 clusters Score -1.638702e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -16387052.000000 Penalty: 5788.356934
	Iteration 26Q: 3 clusters Score -1.638705e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 78040 members 
Entering Unmasked Estep 
Score: -16387100.000000 Penalty: 5788.356934
	Iteration 27Q: 3 clusters Score -1.63871e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
Score: -16387130.000000 Penalty: 5788.356934
	Iteration 28Q: 3 clusters Score -1.638713e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -16387177.000000 Penalty: 5788.356934
	Iteration 29Q: 3 clusters Score -1.638718e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -16387234.000000 Penalty: 5788.356934
	Iteration 30Q: 3 clusters Score -1.638723e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 78213 members 
Entering Unmasked Estep 
Score: -16387284.000000 Penalty: 5788.356934
	Iteration 31Q: 3 clusters Score -1.638728e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 78286 members 
Entering Unmasked Estep 
Score: -16387299.000000 Penalty: 5788.356934
	Iteration 32Q: 3 clusters Score -1.63873e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 78358 members 
Entering Unmasked Estep 
Score: -16387307.000000 Penalty: 5788.356934
	Iteration 33Q: 3 clusters Score -1.638731e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 78447 members 
Entering Unmasked Estep 
Score: -16387339.000000 Penalty: 5788.356934
	Iteration 34Q: 3 clusters Score -1.638734e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -16387394.000000 Penalty: 5788.356934
	Iteration 35Q: 3 clusters Score -1.638739e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -16387415.000000 Penalty: 5788.356934
	Iteration 36Q: 3 clusters Score -1.638742e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -16387448.000000 Penalty: 5788.356934
	Iteration 37Q: 3 clusters Score -1.638745e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -16387456.000000 Penalty: 5788.356934
	Iteration 38Q: 3 clusters Score -1.638746e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -16387487.000000 Penalty: 5788.356934
	Iteration 39Q: 3 clusters Score -1.638749e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 79515 members 
Entering Unmasked Estep 
Score: -16387486.000000 Penalty: 5788.356934
	Iteration 40F: 3 clusters Score -1.638749e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -16387513.000000 Penalty: 5788.356934
	Iteration 41Q: 3 clusters Score -1.638751e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -16387527.000000 Penalty: 5788.356934
	Iteration 42Q: 3 clusters Score -1.638753e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -16387545.000000 Penalty: 5788.356934
	Iteration 43Q: 3 clusters Score -1.638754e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 80559 members 
Entering Unmasked Estep 
Score: -16387557.000000 Penalty: 5788.356934
	Iteration 44Q: 3 clusters Score -1.638756e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -16387599.000000 Penalty: 5788.356934
	Iteration 45Q: 3 clusters Score -1.63876e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -16387670.000000 Penalty: 5788.356934
	Iteration 46Q: 3 clusters Score -1.638767e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 81440 members 
Entering Unmasked Estep 
Score: -16387683.000000 Penalty: 5788.356934
	Iteration 47Q: 3 clusters Score -1.638768e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 81769 members 
Entering Unmasked Estep 
Score: -16387669.000000 Penalty: 5788.356934
	Iteration 48Q: 3 clusters Score -1.638767e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -16387700.000000 Penalty: 5788.356934
	Iteration 49Q: 3 clusters Score -1.63877e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -16387746.000000 Penalty: 5788.356934
	Iteration 50Q: 3 clusters Score -1.638775e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -16387807.000000 Penalty: 5788.356934
	Iteration 51Q: 3 clusters Score -1.638781e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -16387887.000000 Penalty: 5788.356934
	Iteration 52Q: 3 clusters Score -1.638789e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -16387947.000000 Penalty: 5788.356934
	Iteration 53Q: 3 clusters Score -1.638795e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -16388036.000000 Penalty: 5788.356934
	Iteration 54Q: 3 clusters Score -1.638804e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 84997 members 
Entering Unmasked Estep 
Score: -16388100.000000 Penalty: 5788.356934
	Iteration 55Q: 3 clusters Score -1.63881e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -16388188.000000 Penalty: 5788.356934
	Iteration 56Q: 3 clusters Score -1.638819e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 86107 members 
Entering Unmasked Estep 
Score: -16388318.000000 Penalty: 5788.356934
	Iteration 57Q: 3 clusters Score -1.638832e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 86684 members 
Entering Unmasked Estep 
Score: -16388374.000000 Penalty: 5788.356934
	Iteration 58Q: 3 clusters Score -1.638837e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -16388418.000000 Penalty: 5788.356934
	Iteration 59Q: 3 clusters Score -1.638842e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -16388467.000000 Penalty: 5788.356934
	Iteration 60F: 3 clusters Score -1.638847e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -16388521.000000 Penalty: 5788.356934
	Iteration 61Q: 3 clusters Score -1.638852e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -16388609.000000 Penalty: 5788.356934
	Iteration 62Q: 3 clusters Score -1.638861e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 89547 members 
Entering Unmasked Estep 
Score: -16388663.000000 Penalty: 5788.356934
	Iteration 63Q: 3 clusters Score -1.638866e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -16388823.000000 Penalty: 5788.356934
	Iteration 64Q: 3 clusters Score -1.638882e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -16388966.000000 Penalty: 5788.356934
	Iteration 65Q: 3 clusters Score -1.638897e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 91546 members 
Entering Unmasked Estep 
Score: -16389019.000000 Penalty: 5788.356934
	Iteration 66Q: 3 clusters Score -1.638902e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 92247 members 
Entering Unmasked Estep 
Score: -16389093.000000 Penalty: 5788.356934
	Iteration 67Q: 3 clusters Score -1.638909e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -16389228.000000 Penalty: 5788.356934
	Iteration 68Q: 3 clusters Score -1.638923e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -16389421.000000 Penalty: 5788.356934
	Iteration 69Q: 3 clusters Score -1.638942e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 94595 members 
Entering Unmasked Estep 
Score: -16389491.000000 Penalty: 5788.356934
	Iteration 70Q: 3 clusters Score -1.638949e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -16389602.000000 Penalty: 5788.356934
	Iteration 71Q: 3 clusters Score -1.63896e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 96242 members 
Entering Unmasked Estep 
Score: -16389671.000000 Penalty: 5788.356934
	Iteration 72Q: 3 clusters Score -1.638967e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -16389825.000000 Penalty: 5788.356934
	Iteration 73Q: 3 clusters Score -1.638982e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -16389980.000000 Penalty: 5788.356934
	Iteration 74Q: 3 clusters Score -1.638998e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 98668 members 
Entering Unmasked Estep 
Score: -16390145.000000 Penalty: 5788.356934
	Iteration 75Q: 3 clusters Score -1.639014e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -16390306.000000 Penalty: 5788.356934
	Iteration 76Q: 3 clusters Score -1.639031e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 100388 members 
Entering Unmasked Estep 
Score: -16390491.000000 Penalty: 5788.356934
	Iteration 77Q: 3 clusters Score -1.639049e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 101247 members 
Entering Unmasked Estep 
Score: -16390665.000000 Penalty: 5788.356934
	Iteration 78Q: 3 clusters Score -1.639066e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 102131 members 
Entering Unmasked Estep 
Score: -16390783.000000 Penalty: 5788.356934
	Iteration 79Q: 3 clusters Score -1.639078e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -16390948.000000 Penalty: 5788.356934
	Iteration 80F: 3 clusters Score -1.639095e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -16391127.000000 Penalty: 5788.356934
	Iteration 81Q: 3 clusters Score -1.639113e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 104530 members 
Entering Unmasked Estep 
Score: -16391304.000000 Penalty: 5788.356934
	Iteration 82Q: 3 clusters Score -1.63913e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 105313 members 
Entering Unmasked Estep 
Score: -16391507.000000 Penalty: 5788.356934
	Iteration 83Q: 3 clusters Score -1.639151e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 106072 members 
Entering Unmasked Estep 
Score: -16391703.000000 Penalty: 5788.356934
	Iteration 84Q: 3 clusters Score -1.63917e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -16391894.000000 Penalty: 5788.356934
	Iteration 85Q: 3 clusters Score -1.639189e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -16392171.000000 Penalty: 5788.356934
	Iteration 86Q: 3 clusters Score -1.639217e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 108153 members 
Entering Unmasked Estep 
Score: -16392283.000000 Penalty: 5788.356934
	Iteration 87Q: 3 clusters Score -1.639228e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -16392500.000000 Penalty: 5788.356934
	Iteration 88Q: 3 clusters Score -1.63925e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 109423 members 
Entering Unmasked Estep 
Score: -16392755.000000 Penalty: 5788.356934
	Iteration 89Q: 3 clusters Score -1.639276e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 109996 members 
Entering Unmasked Estep 
Score: -16392929.000000 Penalty: 5788.356934
	Iteration 90Q: 3 clusters Score -1.639293e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -16393111.000000 Penalty: 5788.356934
	Iteration 91Q: 3 clusters Score -1.639311e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -16393273.000000 Penalty: 5788.356934
	Iteration 92Q: 3 clusters Score -1.639327e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 111528 members 
Entering Unmasked Estep 
Score: -16393458.000000 Penalty: 5788.356934
	Iteration 93Q: 3 clusters Score -1.639346e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -16393644.000000 Penalty: 5788.356934
	Iteration 94Q: 3 clusters Score -1.639364e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 112399 members 
Entering Unmasked Estep 
Score: -16393842.000000 Penalty: 5788.356934
	Iteration 95Q: 3 clusters Score -1.639384e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -16394005.000000 Penalty: 5788.356934
	Iteration 96Q: 3 clusters Score -1.6394e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -16394180.000000 Penalty: 5788.356934
	Iteration 97Q: 3 clusters Score -1.639418e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 113513 members 
Entering Unmasked Estep 
Score: -16394379.000000 Penalty: 5788.356934
	Iteration 98Q: 3 clusters Score -1.639438e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 113794 members 
Entering Unmasked Estep 
Score: -16394547.000000 Penalty: 5788.356934
	Iteration 99Q: 3 clusters Score -1.639455e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 114032 members 
Entering Unmasked Estep 
Score: -16394650.000000 Penalty: 5788.356934
	Iteration 100F: 3 clusters Score -1.639465e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -16394761.000000 Penalty: 5788.356934
	Iteration 101Q: 3 clusters Score -1.639476e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 114437 members 
Entering Unmasked Estep 
Score: -16394848.000000 Penalty: 5788.356934
	Iteration 102Q: 3 clusters Score -1.639485e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -16394911.000000 Penalty: 5788.356934
	Iteration 103Q: 3 clusters Score -1.639491e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -16395005.000000 Penalty: 5788.356934
	Iteration 104Q: 3 clusters Score -1.6395e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -16395038.000000 Penalty: 5788.356934
	Iteration 105Q: 3 clusters Score -1.639504e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 114973 members 
Entering Unmasked Estep 
Score: -16395099.000000 Penalty: 5788.356934
	Iteration 106Q: 3 clusters Score -1.63951e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 115063 members 
Entering Unmasked Estep 
Score: -16395146.000000 Penalty: 5788.356934
	Iteration 107Q: 3 clusters Score -1.639515e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 115149 members 
Entering Unmasked Estep 
Score: -16395162.000000 Penalty: 5788.356934
	Iteration 108Q: 3 clusters Score -1.639516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 115219 members 
Entering Unmasked Estep 
Score: -16395197.000000 Penalty: 5788.356934
	Iteration 109Q: 3 clusters Score -1.63952e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 115268 members 
Entering Unmasked Estep 
Score: -16395209.000000 Penalty: 5788.356934
	Iteration 110Q: 3 clusters Score -1.639521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 115318 members 
Entering Unmasked Estep 
Score: -16395251.000000 Penalty: 5788.356934
	Iteration 111Q: 3 clusters Score -1.639525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 115360 members 
Entering Unmasked Estep 
Score: -16395286.000000 Penalty: 5788.356934
	Iteration 112Q: 3 clusters Score -1.639529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -16395335.000000 Penalty: 5788.356934
	Iteration 113Q: 3 clusters Score -1.639534e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 115432 members 
Entering Unmasked Estep 
Score: -16395356.000000 Penalty: 5788.356934
	Iteration 114Q: 3 clusters Score -1.639536e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -16395380.000000 Penalty: 5788.356934
	Iteration 115Q: 3 clusters Score -1.639538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 115501 members 
Entering Unmasked Estep 
Score: -16395416.000000 Penalty: 5788.356934
	Iteration 116Q: 3 clusters Score -1.639542e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -16395453.000000 Penalty: 5788.356934
	Iteration 117Q: 3 clusters Score -1.639545e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 115561 members 
Entering Unmasked Estep 
Score: -16395498.000000 Penalty: 5788.356934
	Iteration 118Q: 3 clusters Score -1.63955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 115577 members 
Entering Unmasked Estep 
Score: -16395470.000000 Penalty: 5788.356934
	Iteration 119Q: 3 clusters Score -1.639547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 115600 members 
Entering Unmasked Estep 
Score: -16395486.000000 Penalty: 5788.356934
	Iteration 120F: 3 clusters Score -1.639549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 115622 members 
Entering Unmasked Estep 
Score: -16395482.000000 Penalty: 5788.356934
	Iteration 121Q: 3 clusters Score -1.639548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -16395504.000000 Penalty: 5788.356934
	Iteration 122Q: 3 clusters Score -1.63955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -16395515.000000 Penalty: 5788.356934
	Iteration 123Q: 3 clusters Score -1.639552e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -16395534.000000 Penalty: 5788.356934
	Iteration 124Q: 3 clusters Score -1.639553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 115672 members 
Entering Unmasked Estep 
Score: -16395535.000000 Penalty: 5788.356934
	Iteration 125Q: 3 clusters Score -1.639554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -16395534.000000 Penalty: 5788.356934
	Iteration 126Q: 3 clusters Score -1.639553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 115691 members 
Entering Unmasked Estep 
Score: -16395528.000000 Penalty: 5788.356934
	Iteration 127Q: 3 clusters Score -1.639553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 115697 members 
Entering Unmasked Estep 
Score: -16395544.000000 Penalty: 5788.356934
	Iteration 128Q: 3 clusters Score -1.639554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 115703 members 
Entering Unmasked Estep 
Score: -16395549.000000 Penalty: 5788.356934
	Iteration 129Q: 3 clusters Score -1.639555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 115712 members 
Entering Unmasked Estep 
Score: -16395552.000000 Penalty: 5788.356934
	Iteration 130Q: 3 clusters Score -1.639555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 115720 members 
Entering Unmasked Estep 
Score: -16395553.000000 Penalty: 5788.356934
	Iteration 131Q: 3 clusters Score -1.639555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -16395561.000000 Penalty: 5788.356934
	Iteration 132Q: 3 clusters Score -1.639556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 115734 members 
Entering Unmasked Estep 
Score: -16395562.000000 Penalty: 5788.356934
	Iteration 133Q: 3 clusters Score -1.639556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -16395561.000000 Penalty: 5788.356934
	Iteration 134Q: 3 clusters Score -1.639556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -16395568.000000 Penalty: 5788.356934
	Iteration 135Q: 3 clusters Score -1.639557e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 115741 members 
Entering Unmasked Estep 
Score: -16395571.000000 Penalty: 5788.356934
	Iteration 136Q: 3 clusters Score -1.639557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 115744 members 
Entering Unmasked Estep 
Score: -16395573.000000 Penalty: 5788.356934
	Iteration 137Q: 3 clusters Score -1.639557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -16395575.000000 Penalty: 5788.356934
	Iteration 138Q: 3 clusters Score -1.639558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 115745 members 
Entering Unmasked Estep 
Score: -16395575.000000 Penalty: 5788.356934
	Iteration 139F: 3 clusters Score -1.639558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (101285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101285 members 
Entering Unmasked Estep 
Score: -14187836.000000 Penalty: 2858.372070
	Iteration 0F: 2 clusters Score -1.418784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -14121108.000000 Penalty: 5716.744141
	Iteration 0F: 3 clusters Score -1.412111e+07 nChanged 47671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -14148057.000000 Penalty: 5716.744141
	Iteration 1F: 3 clusters Score -1.414806e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -14148935.000000 Penalty: 5716.744141
	Iteration 2Q: 3 clusters Score -1.414894e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -14150178.000000 Penalty: 5716.744141
	Iteration 3Q: 3 clusters Score -1.415018e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -14152259.000000 Penalty: 5716.744141
	Iteration 4Q: 3 clusters Score -1.415226e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -14155610.000000 Penalty: 5716.744141
	Iteration 5F: 3 clusters Score -1.415561e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -14161015.000000 Penalty: 5716.744141
	Iteration 6F: 3 clusters Score -1.416102e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82552 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -14168461.000000 Penalty: 5716.744141
	Iteration 7F: 3 clusters Score -1.416846e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -14175719.000000 Penalty: 5716.744141
	Iteration 8F: 3 clusters Score -1.417572e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -14180690.000000 Penalty: 5716.744141
	Iteration 9F: 3 clusters Score -1.418069e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -14183423.000000 Penalty: 5716.744141
	Iteration 10Q: 3 clusters Score -1.418342e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100166 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -14184480.000000 Penalty: 5716.744141
	Iteration 11Q: 3 clusters Score -1.418448e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14184871.000000 Penalty: 5716.744141
	Iteration 12Q: 3 clusters Score -1.418487e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100769 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14185038.000000 Penalty: 5716.744141
	Iteration 13Q: 3 clusters Score -1.418504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -14185121.000000 Penalty: 5716.744141
	Iteration 14Q: 3 clusters Score -1.418512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100886 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14185184.000000 Penalty: 5716.744141
	Iteration 15Q: 3 clusters Score -1.418518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14185212.000000 Penalty: 5716.744141
	Iteration 16Q: 3 clusters Score -1.418521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100922 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -14185233.000000 Penalty: 5716.744141
	Iteration 17Q: 3 clusters Score -1.418523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100934 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14185258.000000 Penalty: 5716.744141
	Iteration 18Q: 3 clusters Score -1.418526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -14185266.000000 Penalty: 5716.744141
	Iteration 19Q: 3 clusters Score -1.418527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100945 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14185281.000000 Penalty: 5716.744141
	Iteration 20F: 3 clusters Score -1.418528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14185283.000000 Penalty: 5716.744141
	Iteration 21Q: 3 clusters Score -1.418528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100954 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14185292.000000 Penalty: 5716.744141
	Iteration 22Q: 3 clusters Score -1.418529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14185298.000000 Penalty: 5716.744141
	Iteration 23Q: 3 clusters Score -1.41853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14185303.000000 Penalty: 5716.744141
	Iteration 24Q: 3 clusters Score -1.41853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100959 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14185297.000000 Penalty: 5716.744141
	Iteration 25Q: 3 clusters Score -1.41853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14185306.000000 Penalty: 5716.744141
	Iteration 26Q: 3 clusters Score -1.418531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14185294.000000 Penalty: 5716.744141
	Iteration 27Q: 3 clusters Score -1.418529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -14185294.000000 Penalty: 5716.744141
	Iteration 28F: 3 clusters Score -1.418529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -39864.531250 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39864.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -40092.882812 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40092.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40291.347656 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40291.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40392.554688 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -40392.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -40471.714844 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40471.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40554.132812 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40554.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40567.960938 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40567.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40588.144531 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40588.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40600.789062 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40600.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40609.812500 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40609.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40637.894531 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40637.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40647.175781 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -40647.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40652.691406 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -40652.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40659.406250 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -40659.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40666.210938 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -40666.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40667.742188 Penalty: 2905.534668
	Iteration 15Q: 3 clusters Score -40667.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40667.742188 Penalty: 2905.534668
	Iteration 16F: 3 clusters Score -40667.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155979 members 
Entering Unmasked Estep 
Score: -21760910.000000 Penalty: 2965.454102
	Iteration 0F: 2 clusters Score -2.176091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77946 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -21658860.000000 Penalty: 5930.908203
	Iteration 0F: 3 clusters Score -2.165886e+07 nChanged 74467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77015 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -21701800.000000 Penalty: 5930.908203
	Iteration 1F: 3 clusters Score -2.17018e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -21702546.000000 Penalty: 5930.908203
	Iteration 2Q: 3 clusters Score -2.170255e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -21703650.000000 Penalty: 5930.908203
	Iteration 3Q: 3 clusters Score -2.170365e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -21705416.000000 Penalty: 5930.908203
	Iteration 4Q: 3 clusters Score -2.170542e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70593 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -21708486.000000 Penalty: 5930.908203
	Iteration 5Q: 3 clusters Score -2.170849e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 89040 members 
Entering Unmasked Estep 
Score: -21713344.000000 Penalty: 5930.908203
	Iteration 6F: 3 clusters Score -2.171334e+07 nChanged 10103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -21720894.000000 Penalty: 5930.908203
	Iteration 7F: 3 clusters Score -2.172089e+07 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 98823 members 
Entering Unmasked Estep 
Score: -21730476.000000 Penalty: 5930.908203
	Iteration 8F: 3 clusters Score -2.173048e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -21738196.000000 Penalty: 5930.908203
	Iteration 9F: 3 clusters Score -2.17382e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 105121 members 
Entering Unmasked Estep 
Score: -21741888.000000 Penalty: 5930.908203
	Iteration 10Q: 3 clusters Score -2.174189e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -21743674.000000 Penalty: 5930.908203
	Iteration 11Q: 3 clusters Score -2.174367e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -21744912.000000 Penalty: 5930.908203
	Iteration 12Q: 3 clusters Score -2.174491e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -21746256.000000 Penalty: 5930.908203
	Iteration 13Q: 3 clusters Score -2.174626e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 112212 members 
Entering Unmasked Estep 
Score: -21747638.000000 Penalty: 5930.908203
	Iteration 14Q: 3 clusters Score -2.174764e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -21749088.000000 Penalty: 5930.908203
	Iteration 15Q: 3 clusters Score -2.174909e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 115211 members 
Entering Unmasked Estep 
Score: -21750284.000000 Penalty: 5930.908203
	Iteration 16Q: 3 clusters Score -2.175028e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 116362 members 
Entering Unmasked Estep 
Score: -21751150.000000 Penalty: 5930.908203
	Iteration 17Q: 3 clusters Score -2.175115e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -21751776.000000 Penalty: 5930.908203
	Iteration 18Q: 3 clusters Score -2.175178e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 118168 members 
Entering Unmasked Estep 
Score: -21752244.000000 Penalty: 5930.908203
	Iteration 19Q: 3 clusters Score -2.175224e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 118965 members 
Entering Unmasked Estep 
Score: -21752642.000000 Penalty: 5930.908203
	Iteration 20F: 3 clusters Score -2.175264e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 119731 members 
Entering Unmasked Estep 
Score: -21753050.000000 Penalty: 5930.908203
	Iteration 21Q: 3 clusters Score -2.175305e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 120536 members 
Entering Unmasked Estep 
Score: -21753434.000000 Penalty: 5930.908203
	Iteration 22Q: 3 clusters Score -2.175343e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -21753644.000000 Penalty: 5930.908203
	Iteration 23Q: 3 clusters Score -2.175364e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -21753878.000000 Penalty: 5930.908203
	Iteration 24Q: 3 clusters Score -2.175388e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 122901 members 
Entering Unmasked Estep 
Score: -21754062.000000 Penalty: 5930.908203
	Iteration 25Q: 3 clusters Score -2.175406e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 123718 members 
Entering Unmasked Estep 
Score: -21754262.000000 Penalty: 5930.908203
	Iteration 26Q: 3 clusters Score -2.175426e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 124558 members 
Entering Unmasked Estep 
Score: -21754556.000000 Penalty: 5930.908203
	Iteration 27Q: 3 clusters Score -2.175456e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -21754834.000000 Penalty: 5930.908203
	Iteration 28Q: 3 clusters Score -2.175483e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 126253 members 
Entering Unmasked Estep 
Score: -21755008.000000 Penalty: 5930.908203
	Iteration 29Q: 3 clusters Score -2.175501e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 127097 members 
Entering Unmasked Estep 
Score: -21755192.000000 Penalty: 5930.908203
	Iteration 30Q: 3 clusters Score -2.175519e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 127882 members 
Entering Unmasked Estep 
Score: -21755408.000000 Penalty: 5930.908203
	Iteration 31Q: 3 clusters Score -2.175541e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 128680 members 
Entering Unmasked Estep 
Score: -21755516.000000 Penalty: 5930.908203
	Iteration 32Q: 3 clusters Score -2.175552e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -21755714.000000 Penalty: 5930.908203
	Iteration 33Q: 3 clusters Score -2.175571e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -21755880.000000 Penalty: 5930.908203
	Iteration 34Q: 3 clusters Score -2.175588e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -21755996.000000 Penalty: 5930.908203
	Iteration 35Q: 3 clusters Score -2.1756e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -21756202.000000 Penalty: 5930.908203
	Iteration 36Q: 3 clusters Score -2.17562e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 132855 members 
Entering Unmasked Estep 
Score: -21756376.000000 Penalty: 5930.908203
	Iteration 37Q: 3 clusters Score -2.175638e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 133686 members 
Entering Unmasked Estep 
Score: -21756588.000000 Penalty: 5930.908203
	Iteration 38Q: 3 clusters Score -2.175659e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -21756722.000000 Penalty: 5930.908203
	Iteration 39Q: 3 clusters Score -2.175672e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 135299 members 
Entering Unmasked Estep 
Score: -21756972.000000 Penalty: 5930.908203
	Iteration 40F: 3 clusters Score -2.175697e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 136090 members 
Entering Unmasked Estep 
Score: -21757228.000000 Penalty: 5930.908203
	Iteration 41Q: 3 clusters Score -2.175723e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 136878 members 
Entering Unmasked Estep 
Score: -21757462.000000 Penalty: 5930.908203
	Iteration 42Q: 3 clusters Score -2.175746e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -21757708.000000 Penalty: 5930.908203
	Iteration 43Q: 3 clusters Score -2.175771e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 138419 members 
Entering Unmasked Estep 
Score: -21757816.000000 Penalty: 5930.908203
	Iteration 44Q: 3 clusters Score -2.175782e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -21758020.000000 Penalty: 5930.908203
	Iteration 45Q: 3 clusters Score -2.175802e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -21758176.000000 Penalty: 5930.908203
	Iteration 46Q: 3 clusters Score -2.175818e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 140601 members 
Entering Unmasked Estep 
Score: -21758324.000000 Penalty: 5930.908203
	Iteration 47Q: 3 clusters Score -2.175832e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 141184 members 
Entering Unmasked Estep 
Score: -21758464.000000 Penalty: 5930.908203
	Iteration 48Q: 3 clusters Score -2.175846e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 141770 members 
Entering Unmasked Estep 
Score: -21758598.000000 Penalty: 5930.908203
	Iteration 49Q: 3 clusters Score -2.17586e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 142331 members 
Entering Unmasked Estep 
Score: -21758798.000000 Penalty: 5930.908203
	Iteration 50Q: 3 clusters Score -2.17588e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 142888 members 
Entering Unmasked Estep 
Score: -21758920.000000 Penalty: 5930.908203
	Iteration 51Q: 3 clusters Score -2.175892e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 143403 members 
Entering Unmasked Estep 
Score: -21759108.000000 Penalty: 5930.908203
	Iteration 52Q: 3 clusters Score -2.175911e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 143860 members 
Entering Unmasked Estep 
Score: -21759142.000000 Penalty: 5930.908203
	Iteration 53Q: 3 clusters Score -2.175914e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 144269 members 
Entering Unmasked Estep 
Score: -21759262.000000 Penalty: 5930.908203
	Iteration 54Q: 3 clusters Score -2.175926e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 144649 members 
Entering Unmasked Estep 
Score: -21759348.000000 Penalty: 5930.908203
	Iteration 55Q: 3 clusters Score -2.175935e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 145024 members 
Entering Unmasked Estep 
Score: -21759450.000000 Penalty: 5930.908203
	Iteration 56Q: 3 clusters Score -2.175945e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -21759558.000000 Penalty: 5930.908203
	Iteration 57Q: 3 clusters Score -2.175956e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -21759666.000000 Penalty: 5930.908203
	Iteration 58Q: 3 clusters Score -2.175967e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 146065 members 
Entering Unmasked Estep 
Score: -21759756.000000 Penalty: 5930.908203
	Iteration 59Q: 3 clusters Score -2.175976e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 146378 members 
Entering Unmasked Estep 
Score: -21759788.000000 Penalty: 5930.908203
	Iteration 60F: 3 clusters Score -2.175979e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 146661 members 
Entering Unmasked Estep 
Score: -21759802.000000 Penalty: 5930.908203
	Iteration 61Q: 3 clusters Score -2.17598e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -21759868.000000 Penalty: 5930.908203
	Iteration 62Q: 3 clusters Score -2.175987e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 147175 members 
Entering Unmasked Estep 
Score: -21759878.000000 Penalty: 5930.908203
	Iteration 63Q: 3 clusters Score -2.175988e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 147430 members 
Entering Unmasked Estep 
Score: -21759834.000000 Penalty: 5930.908203
	Iteration 64Q: 3 clusters Score -2.175983e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 147699 members 
Entering Unmasked Estep 
Score: -21759868.000000 Penalty: 5930.908203
	Iteration 65Q: 3 clusters Score -2.175987e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 147950 members 
Entering Unmasked Estep 
Score: -21759848.000000 Penalty: 5930.908203
	Iteration 66Q: 3 clusters Score -2.175985e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 148226 members 
Entering Unmasked Estep 
Score: -21759828.000000 Penalty: 5930.908203
	Iteration 67Q: 3 clusters Score -2.175983e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 148502 members 
Entering Unmasked Estep 
Score: -21759798.000000 Penalty: 5930.908203
	Iteration 68Q: 3 clusters Score -2.17598e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 148749 members 
Entering Unmasked Estep 
Score: -21759826.000000 Penalty: 5930.908203
	Iteration 69Q: 3 clusters Score -2.175983e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 149001 members 
Entering Unmasked Estep 
Score: -21759848.000000 Penalty: 5930.908203
	Iteration 70Q: 3 clusters Score -2.175985e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -21759846.000000 Penalty: 5930.908203
	Iteration 71Q: 3 clusters Score -2.175985e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -21759808.000000 Penalty: 5930.908203
	Iteration 72Q: 3 clusters Score -2.175981e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -21759794.000000 Penalty: 5930.908203
	Iteration 73Q: 3 clusters Score -2.175979e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 150052 members 
Entering Unmasked Estep 
Score: -21759796.000000 Penalty: 5930.908203
	Iteration 74Q: 3 clusters Score -2.17598e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 150312 members 
Entering Unmasked Estep 
Score: -21759804.000000 Penalty: 5930.908203
	Iteration 75Q: 3 clusters Score -2.17598e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 150569 members 
Entering Unmasked Estep 
Score: -21759704.000000 Penalty: 5930.908203
	Iteration 76Q: 3 clusters Score -2.17597e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 150841 members 
Entering Unmasked Estep 
Score: -21759740.000000 Penalty: 5930.908203
	Iteration 77Q: 3 clusters Score -2.175974e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -21759630.000000 Penalty: 5930.908203
	Iteration 78Q: 3 clusters Score -2.175963e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 151305 members 
Entering Unmasked Estep 
Score: -21759624.000000 Penalty: 5930.908203
	Iteration 79Q: 3 clusters Score -2.175962e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 151471 members 
Entering Unmasked Estep 
Score: -21759646.000000 Penalty: 5930.908203
	Iteration 80F: 3 clusters Score -2.175965e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 151637 members 
Entering Unmasked Estep 
Score: -21759588.000000 Penalty: 5930.908203
	Iteration 81Q: 3 clusters Score -2.175959e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 151800 members 
Entering Unmasked Estep 
Score: -21759570.000000 Penalty: 5930.908203
	Iteration 82Q: 3 clusters Score -2.175957e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 151953 members 
Entering Unmasked Estep 
Score: -21759632.000000 Penalty: 5930.908203
	Iteration 83Q: 3 clusters Score -2.175963e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 152109 members 
Entering Unmasked Estep 
Score: -21759632.000000 Penalty: 5930.908203
	Iteration 84Q: 3 clusters Score -2.175963e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -21759636.000000 Penalty: 5930.908203
	Iteration 85Q: 3 clusters Score -2.175964e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -21759626.000000 Penalty: 5930.908203
	Iteration 86Q: 3 clusters Score -2.175963e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 152450 members 
Entering Unmasked Estep 
Score: -21759558.000000 Penalty: 5930.908203
	Iteration 87Q: 3 clusters Score -2.175956e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 152537 members 
Entering Unmasked Estep 
Score: -21759582.000000 Penalty: 5930.908203
	Iteration 88Q: 3 clusters Score -2.175958e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 152612 members 
Entering Unmasked Estep 
Score: -21759524.000000 Penalty: 5930.908203
	Iteration 89Q: 3 clusters Score -2.175952e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 152673 members 
Entering Unmasked Estep 
Score: -21759502.000000 Penalty: 5930.908203
	Iteration 90Q: 3 clusters Score -2.17595e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 152734 members 
Entering Unmasked Estep 
Score: -21759502.000000 Penalty: 5930.908203
	Iteration 91Q: 3 clusters Score -2.17595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 152786 members 
Entering Unmasked Estep 
Score: -21759496.000000 Penalty: 5930.908203
	Iteration 92Q: 3 clusters Score -2.17595e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 152838 members 
Entering Unmasked Estep 
Score: -21759480.000000 Penalty: 5930.908203
	Iteration 93Q: 3 clusters Score -2.175948e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 152881 members 
Entering Unmasked Estep 
Score: -21759480.000000 Penalty: 5930.908203
	Iteration 94Q: 3 clusters Score -2.175948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 152931 members 
Entering Unmasked Estep 
Score: -21759454.000000 Penalty: 5930.908203
	Iteration 95Q: 3 clusters Score -2.175945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 152985 members 
Entering Unmasked Estep 
Score: -21759466.000000 Penalty: 5930.908203
	Iteration 96Q: 3 clusters Score -2.175947e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 153038 members 
Entering Unmasked Estep 
Score: -21759482.000000 Penalty: 5930.908203
	Iteration 97Q: 3 clusters Score -2.175948e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 153100 members 
Entering Unmasked Estep 
Score: -21759506.000000 Penalty: 5930.908203
	Iteration 98Q: 3 clusters Score -2.175951e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 153169 members 
Entering Unmasked Estep 
Score: -21759506.000000 Penalty: 5930.908203
	Iteration 99Q: 3 clusters Score -2.175951e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 153222 members 
Entering Unmasked Estep 
Score: -21759516.000000 Penalty: 5930.908203
	Iteration 100F: 3 clusters Score -2.175952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -21759490.000000 Penalty: 5930.908203
	Iteration 101Q: 3 clusters Score -2.175949e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -21759472.000000 Penalty: 5930.908203
	Iteration 102Q: 3 clusters Score -2.175947e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -21759494.000000 Penalty: 5930.908203
	Iteration 103Q: 3 clusters Score -2.175949e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 153367 members 
Entering Unmasked Estep 
Score: -21759470.000000 Penalty: 5930.908203
	Iteration 104Q: 3 clusters Score -2.175947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -21759452.000000 Penalty: 5930.908203
	Iteration 105Q: 3 clusters Score -2.175945e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 153428 members 
Entering Unmasked Estep 
Score: -21759444.000000 Penalty: 5930.908203
	Iteration 106Q: 3 clusters Score -2.175944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 153453 members 
Entering Unmasked Estep 
Score: -21759410.000000 Penalty: 5930.908203
	Iteration 107Q: 3 clusters Score -2.175941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 5930.908203
	Iteration 108Q: 3 clusters Score -2.17594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 153497 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 5930.908203
	Iteration 109Q: 3 clusters Score -2.17594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 153523 members 
Entering Unmasked Estep 
Score: -21759416.000000 Penalty: 5930.908203
	Iteration 110Q: 3 clusters Score -2.175942e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 153556 members 
Entering Unmasked Estep 
Score: -21759390.000000 Penalty: 5930.908203
	Iteration 111Q: 3 clusters Score -2.175939e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 5930.908203
	Iteration 112Q: 3 clusters Score -2.17594e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 153601 members 
Entering Unmasked Estep 
Score: -21759416.000000 Penalty: 5930.908203
	Iteration 113Q: 3 clusters Score -2.175942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 153616 members 
Entering Unmasked Estep 
Score: -21759414.000000 Penalty: 5930.908203
	Iteration 114Q: 3 clusters Score -2.175941e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 153635 members 
Entering Unmasked Estep 
Score: -21759440.000000 Penalty: 5930.908203
	Iteration 115Q: 3 clusters Score -2.175944e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -21759434.000000 Penalty: 5930.908203
	Iteration 116Q: 3 clusters Score -2.175943e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 153663 members 
Entering Unmasked Estep 
Score: -21759432.000000 Penalty: 5930.908203
	Iteration 117Q: 3 clusters Score -2.175943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -21759422.000000 Penalty: 5930.908203
	Iteration 118Q: 3 clusters Score -2.175942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 153679 members 
Entering Unmasked Estep 
Score: -21759412.000000 Penalty: 5930.908203
	Iteration 119Q: 3 clusters Score -2.175941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 153687 members 
Entering Unmasked Estep 
Score: -21759402.000000 Penalty: 5930.908203
	Iteration 120F: 3 clusters Score -2.17594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -21759378.000000 Penalty: 5930.908203
	Iteration 121Q: 3 clusters Score -2.175938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 153703 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 5930.908203
	Iteration 122Q: 3 clusters Score -2.17594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 153715 members 
Entering Unmasked Estep 
Score: -21759414.000000 Penalty: 5930.908203
	Iteration 123Q: 3 clusters Score -2.175941e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -21759412.000000 Penalty: 5930.908203
	Iteration 124Q: 3 clusters Score -2.175941e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 153745 members 
Entering Unmasked Estep 
Score: -21759388.000000 Penalty: 5930.908203
	Iteration 125Q: 3 clusters Score -2.175939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 153756 members 
Entering Unmasked Estep 
Score: -21759364.000000 Penalty: 5930.908203
	Iteration 126Q: 3 clusters Score -2.175936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 153763 members 
Entering Unmasked Estep 
Score: -21759376.000000 Penalty: 5930.908203
	Iteration 127Q: 3 clusters Score -2.175938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 153770 members 
Entering Unmasked Estep 
Score: -21759364.000000 Penalty: 5930.908203
	Iteration 128Q: 3 clusters Score -2.175936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 153779 members 
Entering Unmasked Estep 
Score: -21759376.000000 Penalty: 5930.908203
	Iteration 129Q: 3 clusters Score -2.175938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 153785 members 
Entering Unmasked Estep 
Score: -21759376.000000 Penalty: 5930.908203
	Iteration 130Q: 3 clusters Score -2.175938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 153797 members 
Entering Unmasked Estep 
Score: -21759362.000000 Penalty: 5930.908203
	Iteration 131Q: 3 clusters Score -2.175936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 153814 members 
Entering Unmasked Estep 
Score: -21759386.000000 Penalty: 5930.908203
	Iteration 132Q: 3 clusters Score -2.175939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 153825 members 
Entering Unmasked Estep 
Score: -21759370.000000 Penalty: 5930.908203
	Iteration 133Q: 3 clusters Score -2.175937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 153836 members 
Entering Unmasked Estep 
Score: -21759388.000000 Penalty: 5930.908203
	Iteration 134Q: 3 clusters Score -2.175939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 153843 members 
Entering Unmasked Estep 
Score: -21759388.000000 Penalty: 5930.908203
	Iteration 135Q: 3 clusters Score -2.175939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 153849 members 
Entering Unmasked Estep 
Score: -21759394.000000 Penalty: 5930.908203
	Iteration 136Q: 3 clusters Score -2.175939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -21759390.000000 Penalty: 5930.908203
	Iteration 137Q: 3 clusters Score -2.175939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -21759398.000000 Penalty: 5930.908203
	Iteration 138Q: 3 clusters Score -2.17594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 153867 members 
Entering Unmasked Estep 
Score: -21759388.000000 Penalty: 5930.908203
	Iteration 139Q: 3 clusters Score -2.175939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 153869 members 
Entering Unmasked Estep 
Score: -21759382.000000 Penalty: 5930.908203
	Iteration 140F: 3 clusters Score -2.175938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -21759400.000000 Penalty: 5930.908203
	Iteration 141Q: 3 clusters Score -2.17594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -21759394.000000 Penalty: 5930.908203
	Iteration 142Q: 3 clusters Score -2.175939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 153876 members 
Entering Unmasked Estep 
Score: -21759394.000000 Penalty: 5930.908203
	Iteration 143F: 3 clusters Score -2.175939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1426488.250000 Penalty: 2289.512695
	Iteration 0F: 2 clusters Score -1426488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1418678.500000 Penalty: 4579.025391
	Iteration 0F: 3 clusters Score -1418678 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1420924.875000 Penalty: 4579.025391
	Iteration 1F: 3 clusters Score -1420925 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1421213.625000 Penalty: 4579.025391
	Iteration 2F: 3 clusters Score -1421214 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1421387.625000 Penalty: 4579.025391
	Iteration 3Q: 3 clusters Score -1421388 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1421517.125000 Penalty: 4579.025391
	Iteration 4Q: 3 clusters Score -1421517 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1421627.000000 Penalty: 4579.025391
	Iteration 5Q: 3 clusters Score -1421627 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1421742.000000 Penalty: 4579.025391
	Iteration 6Q: 3 clusters Score -1421742 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1421852.250000 Penalty: 4579.025391
	Iteration 7Q: 3 clusters Score -1421852 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1421941.375000 Penalty: 4579.025391
	Iteration 8Q: 3 clusters Score -1421941 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1422044.750000 Penalty: 4579.025391
	Iteration 9Q: 3 clusters Score -1422045 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1422193.500000 Penalty: 4579.025391
	Iteration 10Q: 3 clusters Score -1422194 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1422391.875000 Penalty: 4579.025391
	Iteration 11Q: 3 clusters Score -1422392 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1422630.750000 Penalty: 4579.025391
	Iteration 12Q: 3 clusters Score -1422631 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1422982.625000 Penalty: 4579.025391
	Iteration 13Q: 3 clusters Score -1422983 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1423380.500000 Penalty: 4579.025391
	Iteration 14Q: 3 clusters Score -1423380 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1423756.250000 Penalty: 4579.025391
	Iteration 15Q: 3 clusters Score -1423756 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1424070.125000 Penalty: 4579.025391
	Iteration 16Q: 3 clusters Score -1424070 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1424319.500000 Penalty: 4579.025391
	Iteration 17Q: 3 clusters Score -1424320 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1424529.125000 Penalty: 4579.025391
	Iteration 18Q: 3 clusters Score -1424529 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1424683.875000 Penalty: 4579.025391
	Iteration 19Q: 3 clusters Score -1424684 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1424760.750000 Penalty: 4579.025391
	Iteration 20F: 3 clusters Score -1424761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1424814.500000 Penalty: 4579.025391
	Iteration 21Q: 3 clusters Score -1424814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1424863.375000 Penalty: 4579.025391
	Iteration 22Q: 3 clusters Score -1424863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1424912.500000 Penalty: 4579.025391
	Iteration 23Q: 3 clusters Score -1424912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1424947.625000 Penalty: 4579.025391
	Iteration 24Q: 3 clusters Score -1424948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1424974.625000 Penalty: 4579.025391
	Iteration 25Q: 3 clusters Score -1424975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1424994.500000 Penalty: 4579.025391
	Iteration 26Q: 3 clusters Score -1424994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1425016.500000 Penalty: 4579.025391
	Iteration 27Q: 3 clusters Score -1425016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1425039.000000 Penalty: 4579.025391
	Iteration 28Q: 3 clusters Score -1425039 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1425067.750000 Penalty: 4579.025391
	Iteration 29Q: 3 clusters Score -1425068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1425091.500000 Penalty: 4579.025391
	Iteration 30Q: 3 clusters Score -1425092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1425106.375000 Penalty: 4579.025391
	Iteration 31Q: 3 clusters Score -1425106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1425128.125000 Penalty: 4579.025391
	Iteration 32Q: 3 clusters Score -1425128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1425149.625000 Penalty: 4579.025391
	Iteration 33Q: 3 clusters Score -1425150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1425162.500000 Penalty: 4579.025391
	Iteration 34Q: 3 clusters Score -1425162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1425167.375000 Penalty: 4579.025391
	Iteration 35Q: 3 clusters Score -1425167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1425176.375000 Penalty: 4579.025391
	Iteration 36Q: 3 clusters Score -1425176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1425188.500000 Penalty: 4579.025391
	Iteration 37Q: 3 clusters Score -1425188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1425193.375000 Penalty: 4579.025391
	Iteration 38Q: 3 clusters Score -1425193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1425201.125000 Penalty: 4579.025391
	Iteration 39Q: 3 clusters Score -1425201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1425219.000000 Penalty: 4579.025391
	Iteration 40F: 3 clusters Score -1425219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1425265.250000 Penalty: 4579.025391
	Iteration 41Q: 3 clusters Score -1425265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1425314.000000 Penalty: 4579.025391
	Iteration 42Q: 3 clusters Score -1425314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1425404.500000 Penalty: 4579.025391
	Iteration 43Q: 3 clusters Score -1425404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1425475.375000 Penalty: 4579.025391
	Iteration 44Q: 3 clusters Score -1425475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1425518.250000 Penalty: 4579.025391
	Iteration 45Q: 3 clusters Score -1425518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1425549.500000 Penalty: 4579.025391
	Iteration 46Q: 3 clusters Score -1425550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1425564.875000 Penalty: 4579.025391
	Iteration 47Q: 3 clusters Score -1425565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1425585.875000 Penalty: 4579.025391
	Iteration 48Q: 3 clusters Score -1425586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1425596.000000 Penalty: 4579.025391
	Iteration 49Q: 3 clusters Score -1425596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1425605.125000 Penalty: 4579.025391
	Iteration 50Q: 3 clusters Score -1425605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1425615.750000 Penalty: 4579.025391
	Iteration 51Q: 3 clusters Score -1425616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1425623.375000 Penalty: 4579.025391
	Iteration 52Q: 3 clusters Score -1425623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1425630.375000 Penalty: 4579.025391
	Iteration 53Q: 3 clusters Score -1425630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1425638.875000 Penalty: 4579.025391
	Iteration 54Q: 3 clusters Score -1425639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1425641.625000 Penalty: 4579.025391
	Iteration 55Q: 3 clusters Score -1425642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1425645.250000 Penalty: 4579.025391
	Iteration 56Q: 3 clusters Score -1425645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1425650.625000 Penalty: 4579.025391
	Iteration 57F: 3 clusters Score -1425651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1425655.500000 Penalty: 4579.025391
	Iteration 58Q: 3 clusters Score -1425656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1425656.500000 Penalty: 4579.025391
	Iteration 59Q: 3 clusters Score -1425656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1425658.625000 Penalty: 4579.025391
	Iteration 60F: 3 clusters Score -1425659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1425658.375000 Penalty: 4579.025391
	Iteration 61Q: 3 clusters Score -1425658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1425662.375000 Penalty: 4579.025391
	Iteration 62Q: 3 clusters Score -1425662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1425663.875000 Penalty: 4579.025391
	Iteration 63Q: 3 clusters Score -1425664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1425663.875000 Penalty: 4579.025391
	Iteration 64F: 3 clusters Score -1425664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Entering Unmasked Estep 
Score: -270371.500000 Penalty: 1878.617798
	Iteration 0F: 2 clusters Score -270371.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267795.093750 Penalty: 3757.235596
	Iteration 0F: 3 clusters Score -267795.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268227.781250 Penalty: 3757.235596
	Iteration 1F: 3 clusters Score -268227.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -268328.343750 Penalty: 3757.235596
	Iteration 2F: 3 clusters Score -268328.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -268372.500000 Penalty: 3757.235596
	Iteration 3Q: 3 clusters Score -268372.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268400.750000 Penalty: 3757.235596
	Iteration 4Q: 3 clusters Score -268400.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -268429.312500 Penalty: 3757.235596
	Iteration 5Q: 3 clusters Score -268429.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -268449.343750 Penalty: 3757.235596
	Iteration 6Q: 3 clusters Score -268449.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -268463.906250 Penalty: 3757.235596
	Iteration 7Q: 3 clusters Score -268463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -268474.531250 Penalty: 3757.235596
	Iteration 8Q: 3 clusters Score -268474.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268479.187500 Penalty: 3757.235596
	Iteration 9Q: 3 clusters Score -268479.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268481.218750 Penalty: 3757.235596
	Iteration 10Q: 3 clusters Score -268481.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268483.312500 Penalty: 3757.235596
	Iteration 11Q: 3 clusters Score -268483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -268484.375000 Penalty: 3757.235596
	Iteration 12Q: 3 clusters Score -268484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268485.156250 Penalty: 3757.235596
	Iteration 13Q: 3 clusters Score -268485.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268485.156250 Penalty: 3757.235596
	Iteration 14F: 3 clusters Score -268485.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Entering Unmasked Estep 
Score: -3774596.250000 Penalty: 2537.232178
	Iteration 0F: 2 clusters Score -3774596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3755393.500000 Penalty: 5074.464355
	Iteration 0F: 3 clusters Score -3755394 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3762402.000000 Penalty: 5074.464355
	Iteration 1F: 3 clusters Score -3762402 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3763476.000000 Penalty: 5074.464355
	Iteration 2F: 3 clusters Score -3763476 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3765120.250000 Penalty: 5074.464355
	Iteration 3F: 3 clusters Score -3765120 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3767190.750000 Penalty: 5074.464355
	Iteration 4F: 3 clusters Score -3767191 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3769225.250000 Penalty: 5074.464355
	Iteration 5F: 3 clusters Score -3769225 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3770685.250000 Penalty: 5074.464355
	Iteration 6F: 3 clusters Score -3770685 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3771471.500000 Penalty: 5074.464355
	Iteration 7Q: 3 clusters Score -3771472 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -3771794.000000 Penalty: 5074.464355
	Iteration 8Q: 3 clusters Score -3771794 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3771927.250000 Penalty: 5074.464355
	Iteration 9Q: 3 clusters Score -3771927 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3772009.250000 Penalty: 5074.464355
	Iteration 10Q: 3 clusters Score -3772009 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3772077.500000 Penalty: 5074.464355
	Iteration 11Q: 3 clusters Score -3772078 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3772134.250000 Penalty: 5074.464355
	Iteration 12Q: 3 clusters Score -3772134 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3772188.750000 Penalty: 5074.464355
	Iteration 13Q: 3 clusters Score -3772189 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3772237.500000 Penalty: 5074.464355
	Iteration 14Q: 3 clusters Score -3772238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3772274.250000 Penalty: 5074.464355
	Iteration 15Q: 3 clusters Score -3772274 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3772322.500000 Penalty: 5074.464355
	Iteration 16Q: 3 clusters Score -3772322 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3772349.750000 Penalty: 5074.464355
	Iteration 17Q: 3 clusters Score -3772350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -3772389.500000 Penalty: 5074.464355
	Iteration 18Q: 3 clusters Score -3772390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3772428.500000 Penalty: 5074.464355
	Iteration 19Q: 3 clusters Score -3772428 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3772462.250000 Penalty: 5074.464355
	Iteration 20F: 3 clusters Score -3772462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3772519.000000 Penalty: 5074.464355
	Iteration 21Q: 3 clusters Score -3772519 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -3772563.000000 Penalty: 5074.464355
	Iteration 22Q: 3 clusters Score -3772563 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -3772593.750000 Penalty: 5074.464355
	Iteration 23Q: 3 clusters Score -3772594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -3772662.250000 Penalty: 5074.464355
	Iteration 24Q: 3 clusters Score -3772662 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3772761.000000 Penalty: 5074.464355
	Iteration 25Q: 3 clusters Score -3772761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3772889.500000 Penalty: 5074.464355
	Iteration 26Q: 3 clusters Score -3772890 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3773063.750000 Penalty: 5074.464355
	Iteration 27Q: 3 clusters Score -3773064 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3773295.750000 Penalty: 5074.464355
	Iteration 28Q: 3 clusters Score -3773296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -3773544.750000 Penalty: 5074.464355
	Iteration 29Q: 3 clusters Score -3773545 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3773849.250000 Penalty: 5074.464355
	Iteration 30Q: 3 clusters Score -3773849 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3774001.500000 Penalty: 5074.464355
	Iteration 31Q: 3 clusters Score -3774002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3774046.750000 Penalty: 5074.464355
	Iteration 32Q: 3 clusters Score -3774047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3774053.750000 Penalty: 5074.464355
	Iteration 33Q: 3 clusters Score -3774054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3774052.750000 Penalty: 5074.464355
	Iteration 34Q: 3 clusters Score -3774053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -3774061.000000 Penalty: 5074.464355
	Iteration 35Q: 3 clusters Score -3774061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3774060.750000 Penalty: 5074.464355
	Iteration 36Q: 3 clusters Score -3774061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3774061.000000 Penalty: 5074.464355
	Iteration 37Q: 3 clusters Score -3774061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3774061.000000 Penalty: 5074.464355
	Iteration 38F: 3 clusters Score -3774061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Entering Unmasked Estep 
Score: -2305275.750000 Penalty: 2404.844971
	Iteration 0F: 2 clusters Score -2305276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2293574.000000 Penalty: 4809.689941
	Iteration 0F: 3 clusters Score -2293574 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2297312.000000 Penalty: 4809.689941
	Iteration 1F: 3 clusters Score -2297312 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2297605.000000 Penalty: 4809.689941
	Iteration 2F: 3 clusters Score -2297605 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2297847.500000 Penalty: 4809.689941
	Iteration 3Q: 3 clusters Score -2297848 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2298038.500000 Penalty: 4809.689941
	Iteration 4Q: 3 clusters Score -2298038 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2298188.750000 Penalty: 4809.689941
	Iteration 5Q: 3 clusters Score -2298189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2298313.500000 Penalty: 4809.689941
	Iteration 6Q: 3 clusters Score -2298314 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2298446.000000 Penalty: 4809.689941
	Iteration 7Q: 3 clusters Score -2298446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2298548.500000 Penalty: 4809.689941
	Iteration 8Q: 3 clusters Score -2298548 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2298679.250000 Penalty: 4809.689941
	Iteration 9Q: 3 clusters Score -2298679 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2298823.000000 Penalty: 4809.689941
	Iteration 10Q: 3 clusters Score -2298823 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2299002.000000 Penalty: 4809.689941
	Iteration 11Q: 3 clusters Score -2299002 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2299251.000000 Penalty: 4809.689941
	Iteration 12Q: 3 clusters Score -2299251 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2299612.250000 Penalty: 4809.689941
	Iteration 13Q: 3 clusters Score -2299612 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2300073.750000 Penalty: 4809.689941
	Iteration 14Q: 3 clusters Score -2300074 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2300675.500000 Penalty: 4809.689941
	Iteration 15Q: 3 clusters Score -2300676 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2301277.500000 Penalty: 4809.689941
	Iteration 16Q: 3 clusters Score -2301278 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2301826.000000 Penalty: 4809.689941
	Iteration 17Q: 3 clusters Score -2301826 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2302249.250000 Penalty: 4809.689941
	Iteration 18Q: 3 clusters Score -2302249 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2302541.250000 Penalty: 4809.689941
	Iteration 19Q: 3 clusters Score -2302541 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2302736.250000 Penalty: 4809.689941
	Iteration 20F: 3 clusters Score -2302736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2302867.250000 Penalty: 4809.689941
	Iteration 21Q: 3 clusters Score -2302867 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2302966.750000 Penalty: 4809.689941
	Iteration 22Q: 3 clusters Score -2302967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2303022.750000 Penalty: 4809.689941
	Iteration 23Q: 3 clusters Score -2303023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2303077.250000 Penalty: 4809.689941
	Iteration 24Q: 3 clusters Score -2303077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2303098.250000 Penalty: 4809.689941
	Iteration 25Q: 3 clusters Score -2303098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2303111.250000 Penalty: 4809.689941
	Iteration 26Q: 3 clusters Score -2303111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2303124.000000 Penalty: 4809.689941
	Iteration 27Q: 3 clusters Score -2303124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2303134.750000 Penalty: 4809.689941
	Iteration 28Q: 3 clusters Score -2303135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2303140.000000 Penalty: 4809.689941
	Iteration 29Q: 3 clusters Score -2303140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2303139.500000 Penalty: 4809.689941
	Iteration 30Q: 3 clusters Score -2303140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2303142.000000 Penalty: 4809.689941
	Iteration 31Q: 3 clusters Score -2303142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2303151.750000 Penalty: 4809.689941
	Iteration 32Q: 3 clusters Score -2303152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2303152.250000 Penalty: 4809.689941
	Iteration 33Q: 3 clusters Score -2303152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2303161.750000 Penalty: 4809.689941
	Iteration 34Q: 3 clusters Score -2303162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2303165.000000 Penalty: 4809.689941
	Iteration 35Q: 3 clusters Score -2303165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2303163.750000 Penalty: 4809.689941
	Iteration 36Q: 3 clusters Score -2303164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2303166.750000 Penalty: 4809.689941
	Iteration 37Q: 3 clusters Score -2303167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2303168.000000 Penalty: 4809.689941
	Iteration 38Q: 3 clusters Score -2303168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2303167.500000 Penalty: 4809.689941
	Iteration 39Q: 3 clusters Score -2303168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2303167.500000 Penalty: 4809.689941
	Iteration 40F: 3 clusters Score -2303168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95590 members 
Entering Unmasked Estep 
Score: -13446160.000000 Penalty: 2844.020020
	Iteration 0F: 2 clusters Score -1.344616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -13382879.000000 Penalty: 5688.040039
	Iteration 0F: 3 clusters Score -1.338288e+07 nChanged 45211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -13408676.000000 Penalty: 5688.040039
	Iteration 1F: 3 clusters Score -1.340868e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -13409420.000000 Penalty: 5688.040039
	Iteration 2Q: 3 clusters Score -1.340942e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -13410386.000000 Penalty: 5688.040039
	Iteration 3Q: 3 clusters Score -1.341039e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -13411677.000000 Penalty: 5688.040039
	Iteration 4Q: 3 clusters Score -1.341168e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 59213 members 
Entering Unmasked Estep 
Score: -13413591.000000 Penalty: 5688.040039
	Iteration 5Q: 3 clusters Score -1.341359e+07 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 64388 members 
Entering Unmasked Estep 
Score: -13416880.000000 Penalty: 5688.040039
	Iteration 6F: 3 clusters Score -1.341688e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 71011 members 
Entering Unmasked Estep 
Score: -13422208.000000 Penalty: 5688.040039
	Iteration 7F: 3 clusters Score -1.342221e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -13428768.000000 Penalty: 5688.040039
	Iteration 8F: 3 clusters Score -1.342877e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -13434802.000000 Penalty: 5688.040039
	Iteration 9F: 3 clusters Score -1.34348e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 89474 members 
Entering Unmasked Estep 
Score: -13439046.000000 Penalty: 5688.040039
	Iteration 10Q: 3 clusters Score -1.343905e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 92201 members 
Entering Unmasked Estep 
Score: -13441440.000000 Penalty: 5688.040039
	Iteration 11Q: 3 clusters Score -1.344144e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -13442591.000000 Penalty: 5688.040039
	Iteration 12Q: 3 clusters Score -1.344259e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 94306 members 
Entering Unmasked Estep 
Score: -13443117.000000 Penalty: 5688.040039
	Iteration 13Q: 3 clusters Score -1.344312e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -13443399.000000 Penalty: 5688.040039
	Iteration 14Q: 3 clusters Score -1.34434e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -13443552.000000 Penalty: 5688.040039
	Iteration 15Q: 3 clusters Score -1.344355e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -13443608.000000 Penalty: 5688.040039
	Iteration 16Q: 3 clusters Score -1.344361e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -13443674.000000 Penalty: 5688.040039
	Iteration 17Q: 3 clusters Score -1.344367e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 95003 members 
Entering Unmasked Estep 
Score: -13443709.000000 Penalty: 5688.040039
	Iteration 18Q: 3 clusters Score -1.344371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -13443720.000000 Penalty: 5688.040039
	Iteration 19Q: 3 clusters Score -1.344372e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 95043 members 
Entering Unmasked Estep 
Score: -13443737.000000 Penalty: 5688.040039
	Iteration 20F: 3 clusters Score -1.344374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 95049 members 
Entering Unmasked Estep 
Score: -13443749.000000 Penalty: 5688.040039
	Iteration 21Q: 3 clusters Score -1.344375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -13443774.000000 Penalty: 5688.040039
	Iteration 22Q: 3 clusters Score -1.344377e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -13443807.000000 Penalty: 5688.040039
	Iteration 23Q: 3 clusters Score -1.344381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -13443831.000000 Penalty: 5688.040039
	Iteration 24Q: 3 clusters Score -1.344383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 95048 members 
Entering Unmasked Estep 
Score: -13443830.000000 Penalty: 5688.040039
	Iteration 25Q: 3 clusters Score -1.344383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -13443839.000000 Penalty: 5688.040039
	Iteration 26Q: 3 clusters Score -1.344384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -13443832.000000 Penalty: 5688.040039
	Iteration 27Q: 3 clusters Score -1.344383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -13443840.000000 Penalty: 5688.040039
	Iteration 28Q: 3 clusters Score -1.344384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -13443844.000000 Penalty: 5688.040039
	Iteration 29Q: 3 clusters Score -1.344384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -13443852.000000 Penalty: 5688.040039
	Iteration 30Q: 3 clusters Score -1.344385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -13443864.000000 Penalty: 5688.040039
	Iteration 31Q: 3 clusters Score -1.344386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -13443856.000000 Penalty: 5688.040039
	Iteration 32Q: 3 clusters Score -1.344386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -13443868.000000 Penalty: 5688.040039
	Iteration 33Q: 3 clusters Score -1.344387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -13443862.000000 Penalty: 5688.040039
	Iteration 34Q: 3 clusters Score -1.344386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -13443863.000000 Penalty: 5688.040039
	Iteration 35Q: 3 clusters Score -1.344386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 95091 members 
Entering Unmasked Estep 
Score: -13443863.000000 Penalty: 5688.040039
	Iteration 36Q: 3 clusters Score -1.344386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -13443867.000000 Penalty: 5688.040039
	Iteration 37Q: 3 clusters Score -1.344387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95092 members 
Entering Unmasked Estep 
Score: -13443874.000000 Penalty: 5688.040039
	Iteration 38F: 3 clusters Score -1.344387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -13443872.000000 Penalty: 5688.040039
	Iteration 39Q: 3 clusters Score -1.344387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -13443885.000000 Penalty: 5688.040039
	Iteration 40F: 3 clusters Score -1.344388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -13443886.000000 Penalty: 5688.040039
	Iteration 41Q: 3 clusters Score -1.344389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -13443907.000000 Penalty: 5688.040039
	Iteration 42Q: 3 clusters Score -1.344391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -13443914.000000 Penalty: 5688.040039
	Iteration 43Q: 3 clusters Score -1.344391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -13443942.000000 Penalty: 5688.040039
	Iteration 44Q: 3 clusters Score -1.344394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -13444004.000000 Penalty: 5688.040039
	Iteration 45Q: 3 clusters Score -1.3444e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 95066 members 
Entering Unmasked Estep 
Score: -13444054.000000 Penalty: 5688.040039
	Iteration 46Q: 3 clusters Score -1.344405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 95068 members 
Entering Unmasked Estep 
Score: -13444072.000000 Penalty: 5688.040039
	Iteration 47Q: 3 clusters Score -1.344407e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 95077 members 
Entering Unmasked Estep 
Score: -13444050.000000 Penalty: 5688.040039
	Iteration 48Q: 3 clusters Score -1.344405e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -13444072.000000 Penalty: 5688.040039
	Iteration 49Q: 3 clusters Score -1.344407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 95086 members 
Entering Unmasked Estep 
Score: -13444072.000000 Penalty: 5688.040039
	Iteration 50Q: 3 clusters Score -1.344407e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 95088 members 
Entering Unmasked Estep 
Score: -13444100.000000 Penalty: 5688.040039
	Iteration 51Q: 3 clusters Score -1.34441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -13444103.000000 Penalty: 5688.040039
	Iteration 52Q: 3 clusters Score -1.34441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 95108 members 
Entering Unmasked Estep 
Score: -13444109.000000 Penalty: 5688.040039
	Iteration 53Q: 3 clusters Score -1.344411e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 95114 members 
Entering Unmasked Estep 
Score: -13444123.000000 Penalty: 5688.040039
	Iteration 54Q: 3 clusters Score -1.344412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 95120 members 
Entering Unmasked Estep 
Score: -13444127.000000 Penalty: 5688.040039
	Iteration 55Q: 3 clusters Score -1.344413e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 95126 members 
Entering Unmasked Estep 
Score: -13444125.000000 Penalty: 5688.040039
	Iteration 56Q: 3 clusters Score -1.344412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -13444134.000000 Penalty: 5688.040039
	Iteration 57Q: 3 clusters Score -1.344413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -13444140.000000 Penalty: 5688.040039
	Iteration 58Q: 3 clusters Score -1.344414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -13444134.000000 Penalty: 5688.040039
	Iteration 59Q: 3 clusters Score -1.344413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -13444163.000000 Penalty: 5688.040039
	Iteration 60F: 3 clusters Score -1.344416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -13444177.000000 Penalty: 5688.040039
	Iteration 61Q: 3 clusters Score -1.344418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 95133 members 
Entering Unmasked Estep 
Score: -13444201.000000 Penalty: 5688.040039
	Iteration 62Q: 3 clusters Score -1.34442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 95134 members 
Entering Unmasked Estep 
Score: -13444209.000000 Penalty: 5688.040039
	Iteration 63Q: 3 clusters Score -1.344421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -13444211.000000 Penalty: 5688.040039
	Iteration 64Q: 3 clusters Score -1.344421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -13444212.000000 Penalty: 5688.040039
	Iteration 65Q: 3 clusters Score -1.344421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 95137 members 
Entering Unmasked Estep 
Score: -13444215.000000 Penalty: 5688.040039
	Iteration 66Q: 3 clusters Score -1.344422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 95138 members 
Entering Unmasked Estep 
Score: -13444217.000000 Penalty: 5688.040039
	Iteration 67Q: 3 clusters Score -1.344422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -13444228.000000 Penalty: 5688.040039
	Iteration 68Q: 3 clusters Score -1.344423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -13444226.000000 Penalty: 5688.040039
	Iteration 69Q: 3 clusters Score -1.344423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -13444223.000000 Penalty: 5688.040039
	Iteration 70Q: 3 clusters Score -1.344422e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -13444223.000000 Penalty: 5688.040039
	Iteration 71F: 3 clusters Score -1.344422e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -38109.355469 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38109.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -38241.656250 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38241.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38316.300781 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -38316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38341.097656 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -38341.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38356.070312 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38356.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38356.070312 Penalty: 2882.325928
	Iteration 5F: 3 clusters Score -38356.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Entering Unmasked Estep 
Score: -4217390.500000 Penalty: 2554.445068
	Iteration 0F: 2 clusters Score -4217390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4196996.500000 Penalty: 5108.890137
	Iteration 0F: 3 clusters Score -4196996 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4204238.000000 Penalty: 5108.890137
	Iteration 1F: 3 clusters Score -4204238 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4204669.000000 Penalty: 5108.890137
	Iteration 2Q: 3 clusters Score -4204669 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -4205114.000000 Penalty: 5108.890137
	Iteration 3Q: 3 clusters Score -4205114 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4205651.000000 Penalty: 5108.890137
	Iteration 4Q: 3 clusters Score -4205651 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4206375.500000 Penalty: 5108.890137
	Iteration 5Q: 3 clusters Score -4206376 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4207487.500000 Penalty: 5108.890137
	Iteration 6F: 3 clusters Score -4207488 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4208917.000000 Penalty: 5108.890137
	Iteration 7F: 3 clusters Score -4208917 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4210541.000000 Penalty: 5108.890137
	Iteration 8F: 3 clusters Score -4210541 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4212183.000000 Penalty: 5108.890137
	Iteration 9F: 3 clusters Score -4212183 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -4213338.000000 Penalty: 5108.890137
	Iteration 10Q: 3 clusters Score -4213338 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4214094.000000 Penalty: 5108.890137
	Iteration 11Q: 3 clusters Score -4214094 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4214553.000000 Penalty: 5108.890137
	Iteration 12Q: 3 clusters Score -4214553 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4214868.000000 Penalty: 5108.890137
	Iteration 13Q: 3 clusters Score -4214868 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4215030.500000 Penalty: 5108.890137
	Iteration 14Q: 3 clusters Score -4215030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4215172.500000 Penalty: 5108.890137
	Iteration 15Q: 3 clusters Score -4215172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4215254.500000 Penalty: 5108.890137
	Iteration 16Q: 3 clusters Score -4215254 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4215318.500000 Penalty: 5108.890137
	Iteration 17Q: 3 clusters Score -4215318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4215358.000000 Penalty: 5108.890137
	Iteration 18Q: 3 clusters Score -4215358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4215392.000000 Penalty: 5108.890137
	Iteration 19Q: 3 clusters Score -4215392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4215406.000000 Penalty: 5108.890137
	Iteration 20F: 3 clusters Score -4215406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4215420.000000 Penalty: 5108.890137
	Iteration 21Q: 3 clusters Score -4215420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4215424.000000 Penalty: 5108.890137
	Iteration 22Q: 3 clusters Score -4215424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4215425.500000 Penalty: 5108.890137
	Iteration 23Q: 3 clusters Score -4215426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4215427.000000 Penalty: 5108.890137
	Iteration 24Q: 3 clusters Score -4215427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4215426.500000 Penalty: 5108.890137
	Iteration 25Q: 3 clusters Score -4215426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4215435.000000 Penalty: 5108.890137
	Iteration 26Q: 3 clusters Score -4215435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4215436.000000 Penalty: 5108.890137
	Iteration 27Q: 3 clusters Score -4215436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4215437.000000 Penalty: 5108.890137
	Iteration 28Q: 3 clusters Score -4215437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4215440.000000 Penalty: 5108.890137
	Iteration 29Q: 3 clusters Score -4215440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4215440.000000 Penalty: 5108.890137
	Iteration 30Q: 3 clusters Score -4215440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4215444.500000 Penalty: 5108.890137
	Iteration 31Q: 3 clusters Score -4215444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4215446.500000 Penalty: 5108.890137
	Iteration 32Q: 3 clusters Score -4215446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4215447.000000 Penalty: 5108.890137
	Iteration 33Q: 3 clusters Score -4215447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4215446.500000 Penalty: 5108.890137
	Iteration 34Q: 3 clusters Score -4215446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4215450.000000 Penalty: 5108.890137
	Iteration 35Q: 3 clusters Score -4215450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4215449.500000 Penalty: 5108.890137
	Iteration 36Q: 3 clusters Score -4215450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4215448.500000 Penalty: 5108.890137
	Iteration 37Q: 3 clusters Score -4215448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4215448.500000 Penalty: 5108.890137
	Iteration 38F: 3 clusters Score -4215448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 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 416 members 
Entering Unmasked Estep 
Score: -100209.062500 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100209.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100617.328125 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100617.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100850.593750 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100850.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101005.085938 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -101005.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101241.843750 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -101241.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -101614.273438 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -101614.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -101755.671875 Penalty: 3333.229248
	Iteration 6F: 3 clusters Score -101755.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101818.437500 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101835.671875 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101842.890625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101843.984375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101846.187500 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101849.484375 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101850.078125 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101850.921875 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101850.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101850.921875 Penalty: 3333.229248
	Iteration 15F: 3 clusters Score -101850.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Entering Unmasked Estep 
Score: -2789161.000000 Penalty: 2451.610840
	Iteration 0F: 2 clusters Score -2789161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2775361.250000 Penalty: 4903.221680
	Iteration 0F: 3 clusters Score -2775361 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2779875.250000 Penalty: 4903.221680
	Iteration 1F: 3 clusters Score -2779875 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2780429.000000 Penalty: 4903.221680
	Iteration 2F: 3 clusters Score -2780429 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2780963.500000 Penalty: 4903.221680
	Iteration 3F: 3 clusters Score -2780964 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2781547.250000 Penalty: 4903.221680
	Iteration 4F: 3 clusters Score -2781547 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2782227.750000 Penalty: 4903.221680
	Iteration 5F: 3 clusters Score -2782228 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2783080.250000 Penalty: 4903.221680
	Iteration 6F: 3 clusters Score -2783080 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2784132.750000 Penalty: 4903.221680
	Iteration 7F: 3 clusters Score -2784133 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2785216.500000 Penalty: 4903.221680
	Iteration 8F: 3 clusters Score -2785216 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2786228.250000 Penalty: 4903.221680
	Iteration 9F: 3 clusters Score -2786228 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2786903.250000 Penalty: 4903.221680
	Iteration 10Q: 3 clusters Score -2786903 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2787306.000000 Penalty: 4903.221680
	Iteration 11Q: 3 clusters Score -2787306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2787546.750000 Penalty: 4903.221680
	Iteration 12Q: 3 clusters Score -2787547 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2787699.750000 Penalty: 4903.221680
	Iteration 13Q: 3 clusters Score -2787700 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2787813.500000 Penalty: 4903.221680
	Iteration 14Q: 3 clusters Score -2787814 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2787907.500000 Penalty: 4903.221680
	Iteration 15Q: 3 clusters Score -2787908 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2787961.000000 Penalty: 4903.221680
	Iteration 16Q: 3 clusters Score -2787961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2787999.000000 Penalty: 4903.221680
	Iteration 17Q: 3 clusters Score -2787999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2788029.000000 Penalty: 4903.221680
	Iteration 18Q: 3 clusters Score -2788029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2788050.750000 Penalty: 4903.221680
	Iteration 19Q: 3 clusters Score -2788051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2788066.250000 Penalty: 4903.221680
	Iteration 20F: 3 clusters Score -2788066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2788070.750000 Penalty: 4903.221680
	Iteration 21Q: 3 clusters Score -2788071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2788082.750000 Penalty: 4903.221680
	Iteration 22Q: 3 clusters Score -2788083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2788090.750000 Penalty: 4903.221680
	Iteration 23Q: 3 clusters Score -2788091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2788098.250000 Penalty: 4903.221680
	Iteration 24Q: 3 clusters Score -2788098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2788105.000000 Penalty: 4903.221680
	Iteration 25Q: 3 clusters Score -2788105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2788113.000000 Penalty: 4903.221680
	Iteration 26Q: 3 clusters Score -2788113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2788115.250000 Penalty: 4903.221680
	Iteration 27Q: 3 clusters Score -2788115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2788118.250000 Penalty: 4903.221680
	Iteration 28Q: 3 clusters Score -2788118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2788119.000000 Penalty: 4903.221680
	Iteration 29Q: 3 clusters Score -2788119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2788125.500000 Penalty: 4903.221680
	Iteration 30Q: 3 clusters Score -2788126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2788121.250000 Penalty: 4903.221680
	Iteration 31Q: 3 clusters Score -2788121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2788120.500000 Penalty: 4903.221680
	Iteration 32Q: 3 clusters Score -2788120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2788126.500000 Penalty: 4903.221680
	Iteration 33Q: 3 clusters Score -2788126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2788128.000000 Penalty: 4903.221680
	Iteration 34Q: 3 clusters Score -2788128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2788128.000000 Penalty: 4903.221680
	Iteration 35F: 3 clusters Score -2788128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -241556.484375 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -241556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -239138.515625 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -239138.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -239741.312500 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -239741.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240034.781250 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -240034.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -240255.765625 Penalty: 3725.173340
	Iteration 3F: 3 clusters Score -240255.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240424.406250 Penalty: 3725.173340
	Iteration 4F: 3 clusters Score -240424.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240520.390625 Penalty: 3725.173340
	Iteration 5Q: 3 clusters Score -240520.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -240599.984375 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -240600 nChanged 56
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: -240668.703125 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -240668.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -240749.906250 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -240749.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -240836.484375 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -240836.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -240939.484375 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -240939.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -241016.984375 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -241017 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -241088.625000 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -241088.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -241140.359375 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -241140.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -241166.187500 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -241166.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -241183.968750 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -241184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241191.250000 Penalty: 3725.173340
	Iteration 16Q: 3 clusters Score -241191.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -241197.093750 Penalty: 3725.173340
	Iteration 17Q: 3 clusters Score -241197.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -241198.140625 Penalty: 3725.173340
	Iteration 18Q: 3 clusters Score -241198.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241198.781250 Penalty: 3725.173340
	Iteration 19Q: 3 clusters Score -241198.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -241198.781250 Penalty: 3725.173340
	Iteration 20F: 3 clusters Score -241198.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -265879.468750 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -265879.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -263274.593750 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -263274.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -263704.937500 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -263704.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -263848.593750 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -263848.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -263930.718750 Penalty: 3749.800049
	Iteration 3Q: 3 clusters Score -263930.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -263971.187500 Penalty: 3749.800049
	Iteration 4Q: 3 clusters Score -263971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -263997.468750 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -263997.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264014.781250 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -264014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -264026.500000 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -264026.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264033.968750 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -264034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264035.625000 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -264035.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264038.625000 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -264038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264038.875000 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -264038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264039.156250 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -264039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -264039.156250 Penalty: 3749.800049
	Iteration 13F: 3 clusters Score -264039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34121.750000 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34121.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -34204.902344 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34236.785156 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34236.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34240.664062 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34240.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34240.664062 Penalty: 2793.081055
	Iteration 4F: 3 clusters Score -34240.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117677.242188 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117677.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118014.640625 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118014.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118119.664062 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118119.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118164.523438 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -118164.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118198.148438 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118198.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118226.851562 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -118226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118242.656250 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118260.289062 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118274.007812 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -118274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118284.312500 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -118284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118310.070312 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -118310.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -118349.492188 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -118349.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118418.468750 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -118418.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118498.296875 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -118498.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118546.921875 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -118546.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118600.742188 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -118600.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118636.898438 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -118636.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118658.257812 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -118658.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118669.828125 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -118669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118690.125000 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -118690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118724.281250 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -118724.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118741.429688 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -118741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118758.343750 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -118758.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118780.640625 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -118780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118801.281250 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -118801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118811.007812 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -118811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -118827.882812 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -118827.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118833.648438 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -118833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118835.875000 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -118835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118837.992188 Penalty: 3408.061279
	Iteration 29Q: 3 clusters Score -118838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118840.226562 Penalty: 3408.061279
	Iteration 30Q: 3 clusters Score -118840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118842.015625 Penalty: 3408.061279
	Iteration 31Q: 3 clusters Score -118842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118842.015625 Penalty: 3408.061279
	Iteration 32F: 3 clusters Score -118842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Entering Unmasked Estep 
Score: -3079503.500000 Penalty: 2476.924316
	Iteration 0F: 2 clusters Score -3079504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3064503.500000 Penalty: 4953.848633
	Iteration 0F: 3 clusters Score -3064504 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -3069518.500000 Penalty: 4953.848633
	Iteration 1F: 3 clusters Score -3069518 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -3069898.500000 Penalty: 4953.848633
	Iteration 2F: 3 clusters Score -3069898 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3070166.750000 Penalty: 4953.848633
	Iteration 3Q: 3 clusters Score -3070167 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3070415.500000 Penalty: 4953.848633
	Iteration 4Q: 3 clusters Score -3070416 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3070684.000000 Penalty: 4953.848633
	Iteration 5Q: 3 clusters Score -3070684 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3071006.000000 Penalty: 4953.848633
	Iteration 6Q: 3 clusters Score -3071006 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3071452.500000 Penalty: 4953.848633
	Iteration 7Q: 3 clusters Score -3071452 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3072085.500000 Penalty: 4953.848633
	Iteration 8Q: 3 clusters Score -3072086 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -3072917.250000 Penalty: 4953.848633
	Iteration 9F: 3 clusters Score -3072917 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3074089.250000 Penalty: 4953.848633
	Iteration 10F: 3 clusters Score -3074089 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3075343.500000 Penalty: 4953.848633
	Iteration 11F: 3 clusters Score -3075344 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3076289.250000 Penalty: 4953.848633
	Iteration 12Q: 3 clusters Score -3076289 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3076860.250000 Penalty: 4953.848633
	Iteration 13Q: 3 clusters Score -3076860 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3077138.000000 Penalty: 4953.848633
	Iteration 14Q: 3 clusters Score -3077138 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3077311.250000 Penalty: 4953.848633
	Iteration 15Q: 3 clusters Score -3077311 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3077425.500000 Penalty: 4953.848633
	Iteration 16Q: 3 clusters Score -3077426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3077474.750000 Penalty: 4953.848633
	Iteration 17Q: 3 clusters Score -3077475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3077509.250000 Penalty: 4953.848633
	Iteration 18Q: 3 clusters Score -3077509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3077534.250000 Penalty: 4953.848633
	Iteration 19Q: 3 clusters Score -3077534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3077554.500000 Penalty: 4953.848633
	Iteration 20F: 3 clusters Score -3077554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3077578.000000 Penalty: 4953.848633
	Iteration 21Q: 3 clusters Score -3077578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3077595.500000 Penalty: 4953.848633
	Iteration 22Q: 3 clusters Score -3077596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3077607.750000 Penalty: 4953.848633
	Iteration 23Q: 3 clusters Score -3077608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3077620.000000 Penalty: 4953.848633
	Iteration 24Q: 3 clusters Score -3077620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3077634.000000 Penalty: 4953.848633
	Iteration 25Q: 3 clusters Score -3077634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3077644.500000 Penalty: 4953.848633
	Iteration 26Q: 3 clusters Score -3077644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3077652.000000 Penalty: 4953.848633
	Iteration 27Q: 3 clusters Score -3077652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3077660.250000 Penalty: 4953.848633
	Iteration 28Q: 3 clusters Score -3077660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3077664.000000 Penalty: 4953.848633
	Iteration 29Q: 3 clusters Score -3077664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3077667.000000 Penalty: 4953.848633
	Iteration 30Q: 3 clusters Score -3077667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3077668.500000 Penalty: 4953.848633
	Iteration 31Q: 3 clusters Score -3077668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3077668.000000 Penalty: 4953.848633
	Iteration 32Q: 3 clusters Score -3077668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3077668.000000 Penalty: 4953.848633
	Iteration 33F: 3 clusters Score -3077668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Entering Unmasked Estep 
Score: -1730393.750000 Penalty: 2333.763916
	Iteration 0F: 2 clusters Score -1730394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1721276.000000 Penalty: 4667.527832
	Iteration 0F: 3 clusters Score -1721276 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1724067.625000 Penalty: 4667.527832
	Iteration 1F: 3 clusters Score -1724068 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1724409.875000 Penalty: 4667.527832
	Iteration 2F: 3 clusters Score -1724410 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1724691.250000 Penalty: 4667.527832
	Iteration 3F: 3 clusters Score -1724691 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1724926.250000 Penalty: 4667.527832
	Iteration 4Q: 3 clusters Score -1724926 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1725150.875000 Penalty: 4667.527832
	Iteration 5Q: 3 clusters Score -1725151 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1725363.375000 Penalty: 4667.527832
	Iteration 6Q: 3 clusters Score -1725363 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1725571.125000 Penalty: 4667.527832
	Iteration 7Q: 3 clusters Score -1725571 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1725780.875000 Penalty: 4667.527832
	Iteration 8Q: 3 clusters Score -1725781 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1725990.875000 Penalty: 4667.527832
	Iteration 9Q: 3 clusters Score -1725991 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1726203.875000 Penalty: 4667.527832
	Iteration 10Q: 3 clusters Score -1726204 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1726386.125000 Penalty: 4667.527832
	Iteration 11Q: 3 clusters Score -1726386 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1726556.125000 Penalty: 4667.527832
	Iteration 12Q: 3 clusters Score -1726556 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1726729.125000 Penalty: 4667.527832
	Iteration 13Q: 3 clusters Score -1726729 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1726875.750000 Penalty: 4667.527832
	Iteration 14Q: 3 clusters Score -1726876 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1726997.375000 Penalty: 4667.527832
	Iteration 15Q: 3 clusters Score -1726997 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1727103.875000 Penalty: 4667.527832
	Iteration 16Q: 3 clusters Score -1727104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1727198.625000 Penalty: 4667.527832
	Iteration 17Q: 3 clusters Score -1727199 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1727275.500000 Penalty: 4667.527832
	Iteration 18Q: 3 clusters Score -1727276 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1727356.000000 Penalty: 4667.527832
	Iteration 19Q: 3 clusters Score -1727356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1727408.125000 Penalty: 4667.527832
	Iteration 20F: 3 clusters Score -1727408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1727455.250000 Penalty: 4667.527832
	Iteration 21Q: 3 clusters Score -1727455 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1727498.875000 Penalty: 4667.527832
	Iteration 22Q: 3 clusters Score -1727499 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1727541.125000 Penalty: 4667.527832
	Iteration 23Q: 3 clusters Score -1727541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1727586.375000 Penalty: 4667.527832
	Iteration 24Q: 3 clusters Score -1727586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1727629.875000 Penalty: 4667.527832
	Iteration 25Q: 3 clusters Score -1727630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1727671.625000 Penalty: 4667.527832
	Iteration 26Q: 3 clusters Score -1727672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1727703.875000 Penalty: 4667.527832
	Iteration 27Q: 3 clusters Score -1727704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1727740.750000 Penalty: 4667.527832
	Iteration 28Q: 3 clusters Score -1727741 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1727790.250000 Penalty: 4667.527832
	Iteration 29Q: 3 clusters Score -1727790 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1727828.125000 Penalty: 4667.527832
	Iteration 30Q: 3 clusters Score -1727828 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1727861.125000 Penalty: 4667.527832
	Iteration 31Q: 3 clusters Score -1727861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1727897.750000 Penalty: 4667.527832
	Iteration 32Q: 3 clusters Score -1727898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1727923.750000 Penalty: 4667.527832
	Iteration 33Q: 3 clusters Score -1727924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1727946.625000 Penalty: 4667.527832
	Iteration 34Q: 3 clusters Score -1727947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1727966.625000 Penalty: 4667.527832
	Iteration 35Q: 3 clusters Score -1727967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1727991.500000 Penalty: 4667.527832
	Iteration 36Q: 3 clusters Score -1727992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1728013.625000 Penalty: 4667.527832
	Iteration 37Q: 3 clusters Score -1728014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1728033.125000 Penalty: 4667.527832
	Iteration 38Q: 3 clusters Score -1728033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1728045.375000 Penalty: 4667.527832
	Iteration 39Q: 3 clusters Score -1728045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1728067.000000 Penalty: 4667.527832
	Iteration 40F: 3 clusters Score -1728067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1728080.750000 Penalty: 4667.527832
	Iteration 41Q: 3 clusters Score -1728081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1728100.625000 Penalty: 4667.527832
	Iteration 42Q: 3 clusters Score -1728101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1728112.625000 Penalty: 4667.527832
	Iteration 43Q: 3 clusters Score -1728113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1728125.500000 Penalty: 4667.527832
	Iteration 44Q: 3 clusters Score -1728126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1728138.250000 Penalty: 4667.527832
	Iteration 45Q: 3 clusters Score -1728138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1728158.875000 Penalty: 4667.527832
	Iteration 46Q: 3 clusters Score -1728159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1728174.000000 Penalty: 4667.527832
	Iteration 47Q: 3 clusters Score -1728174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1728189.125000 Penalty: 4667.527832
	Iteration 48Q: 3 clusters Score -1728189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1728200.000000 Penalty: 4667.527832
	Iteration 49Q: 3 clusters Score -1728200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1728210.625000 Penalty: 4667.527832
	Iteration 50Q: 3 clusters Score -1728211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1728228.625000 Penalty: 4667.527832
	Iteration 51Q: 3 clusters Score -1728229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1728238.125000 Penalty: 4667.527832
	Iteration 52Q: 3 clusters Score -1728238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1728244.125000 Penalty: 4667.527832
	Iteration 53Q: 3 clusters Score -1728244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1728250.375000 Penalty: 4667.527832
	Iteration 54Q: 3 clusters Score -1728250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1728253.750000 Penalty: 4667.527832
	Iteration 55Q: 3 clusters Score -1728254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1728259.250000 Penalty: 4667.527832
	Iteration 56Q: 3 clusters Score -1728259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1728261.250000 Penalty: 4667.527832
	Iteration 57Q: 3 clusters Score -1728261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1728267.500000 Penalty: 4667.527832
	Iteration 58Q: 3 clusters Score -1728268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1728273.125000 Penalty: 4667.527832
	Iteration 59Q: 3 clusters Score -1728273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1728280.500000 Penalty: 4667.527832
	Iteration 60F: 3 clusters Score -1728280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1728286.375000 Penalty: 4667.527832
	Iteration 61Q: 3 clusters Score -1728286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1728289.500000 Penalty: 4667.527832
	Iteration 62Q: 3 clusters Score -1728290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1728296.500000 Penalty: 4667.527832
	Iteration 63Q: 3 clusters Score -1728296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1728301.500000 Penalty: 4667.527832
	Iteration 64Q: 3 clusters Score -1728302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1728303.750000 Penalty: 4667.527832
	Iteration 65Q: 3 clusters Score -1728304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1728303.875000 Penalty: 4667.527832
	Iteration 66Q: 3 clusters Score -1728304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1728305.500000 Penalty: 4667.527832
	Iteration 67Q: 3 clusters Score -1728306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1728307.375000 Penalty: 4667.527832
	Iteration 68Q: 3 clusters Score -1728307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1728312.000000 Penalty: 4667.527832
	Iteration 69Q: 3 clusters Score -1728312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1728313.875000 Penalty: 4667.527832
	Iteration 70Q: 3 clusters Score -1728314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1728318.750000 Penalty: 4667.527832
	Iteration 71Q: 3 clusters Score -1728319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1728320.375000 Penalty: 4667.527832
	Iteration 72Q: 3 clusters Score -1728320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1728322.625000 Penalty: 4667.527832
	Iteration 73Q: 3 clusters Score -1728323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1728325.000000 Penalty: 4667.527832
	Iteration 74Q: 3 clusters Score -1728325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1728324.625000 Penalty: 4667.527832
	Iteration 75Q: 3 clusters Score -1728325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1728325.750000 Penalty: 4667.527832
	Iteration 76Q: 3 clusters Score -1728326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1728330.000000 Penalty: 4667.527832
	Iteration 77Q: 3 clusters Score -1728330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1728330.000000 Penalty: 4667.527832
	Iteration 78F: 3 clusters Score -1728330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 101285 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155979 members 
Mstep: Class 5 contains 10218 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 27744 members 
Mstep: Class 8 contains 16268 members 
Mstep: Class 9 contains 95590 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29738 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19644 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21755 members 
Mstep: Class 24 contains 12214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929264.000000 Penalty: 62815.007812
Iteration 119Q: 20 clusters Score -8.492926e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117040 members 
Mstep: Class 2 contains 101276 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155984 members 
Mstep: Class 5 contains 10190 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 27739 members 
Mstep: Class 8 contains 16273 members 
Mstep: Class 9 contains 95602 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29728 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21757 members 
Mstep: Class 24 contains 12217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929296.000000 Penalty: 62815.007812
Iteration 120F: 20 clusters Score -8.49293e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 101268 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155982 members 
Mstep: Class 5 contains 10168 members 
Mstep: Class 6 contains 1949 members 
Mstep: Class 7 contains 27729 members 
Mstep: Class 8 contains 16274 members 
Mstep: Class 9 contains 95623 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29716 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 1827 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21761 members 
Mstep: Class 24 contains 12219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929312.000000 Penalty: 62815.007812
Iteration 121Q: 20 clusters Score -8.492931e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117091 members 
Mstep: Class 2 contains 101233 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155992 members 
Mstep: Class 5 contains 10150 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 27722 members 
Mstep: Class 8 contains 16276 members 
Mstep: Class 9 contains 95645 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29702 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21772 members 
Mstep: Class 24 contains 12225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929304.000000 Penalty: 62815.007812
Iteration 122Q: 20 clusters Score -8.49293e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117107 members 
Mstep: Class 2 contains 101187 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156010 members 
Mstep: Class 5 contains 10136 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27710 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 95682 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29687 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929304.000000 Penalty: 62815.007812
Iteration 123Q: 20 clusters Score -8.49293e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 101157 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156008 members 
Mstep: Class 5 contains 10118 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27703 members 
Mstep: Class 8 contains 16285 members 
Mstep: Class 9 contains 95718 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29678 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21777 members 
Mstep: Class 24 contains 12228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929240.000000 Penalty: 62815.007812
Iteration 124Q: 20 clusters Score -8.492924e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 101125 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156015 members 
Mstep: Class 5 contains 10107 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27701 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 95742 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29670 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19645 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21780 members 
Mstep: Class 24 contains 12223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929272.000000 Penalty: 62815.007812
Iteration 125Q: 20 clusters Score -8.492927e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117189 members 
Mstep: Class 2 contains 101086 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156030 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27697 members 
Mstep: Class 8 contains 16286 members 
Mstep: Class 9 contains 95762 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29658 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19648 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21785 members 
Mstep: Class 24 contains 12220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929272.000000 Penalty: 62815.007812
Iteration 126Q: 20 clusters Score -8.492927e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117220 members 
Mstep: Class 2 contains 101041 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156064 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27688 members 
Mstep: Class 8 contains 16288 members 
Mstep: Class 9 contains 95779 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29649 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19644 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21788 members 
Mstep: Class 24 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929192.000000 Penalty: 62815.007812
Iteration 127Q: 20 clusters Score -8.492919e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117254 members 
Mstep: Class 2 contains 101021 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156087 members 
Mstep: Class 5 contains 10044 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27690 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 95781 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29638 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19638 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 12211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 128Q: 20 clusters Score -8.492915e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117275 members 
Mstep: Class 2 contains 101010 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156102 members 
Mstep: Class 5 contains 10021 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27688 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 9 contains 95797 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29628 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 12207 members 
Entering Unmasked Estep 
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Score: -84929296.000000 Penalty: 62815.007812
Iteration 129Q: 20 clusters Score -8.49293e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117293 members 
Mstep: Class 2 contains 100997 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156103 members 
Mstep: Class 5 contains 10003 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27684 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 95819 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29623 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19622 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929224.000000 Penalty: 62815.007812
Iteration 130Q: 20 clusters Score -8.492922e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117317 members 
Mstep: Class 2 contains 100984 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156099 members 
Mstep: Class 5 contains 9981 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27681 members 
Mstep: Class 8 contains 16309 members 
Mstep: Class 9 contains 95839 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29618 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21802 members 
Mstep: Class 24 contains 12205 members 
Entering Unmasked Estep 
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Score: -84929232.000000 Penalty: 62815.007812
Iteration 131Q: 20 clusters Score -8.492923e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117348 members 
Mstep: Class 2 contains 100971 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156094 members 
Mstep: Class 5 contains 9953 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27680 members 
Mstep: Class 8 contains 16314 members 
Mstep: Class 9 contains 95865 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29608 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19604 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1921 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21809 members 
Mstep: Class 24 contains 12203 members 
Entering Unmasked Estep 
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Score: -84929120.000000 Penalty: 62815.007812
Iteration 132Q: 20 clusters Score -8.492912e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117379 members 
Mstep: Class 2 contains 100962 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156098 members 
Mstep: Class 5 contains 9935 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27673 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 95883 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29592 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19602 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21814 members 
Mstep: Class 24 contains 12197 members 
Entering Unmasked Estep 
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Score: -84929160.000000 Penalty: 62815.007812
Iteration 133Q: 20 clusters Score -8.492916e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117414 members 
Mstep: Class 2 contains 100920 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156118 members 
Mstep: Class 5 contains 9915 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27666 members 
Mstep: Class 8 contains 16317 members 
Mstep: Class 9 contains 95902 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29582 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19601 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21821 members 
Mstep: Class 24 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929224.000000 Penalty: 62815.007812
Iteration 134Q: 20 clusters Score -8.492922e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 100873 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156139 members 
Mstep: Class 5 contains 9894 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27663 members 
Mstep: Class 8 contains 16320 members 
Mstep: Class 9 contains 95931 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29563 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19600 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 135Q: 20 clusters Score -8.492914e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117492 members 
Mstep: Class 2 contains 100827 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156180 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27654 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 95948 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29546 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 12189 members 
Entering Unmasked Estep 
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Score: -84929072.000000 Penalty: 62815.007812
Iteration 136Q: 20 clusters Score -8.492907e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117529 members 
Mstep: Class 2 contains 100758 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156234 members 
Mstep: Class 5 contains 9836 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27641 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 95981 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29533 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19593 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 12190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 137Q: 20 clusters Score -8.492914e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117564 members 
Mstep: Class 2 contains 100688 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156282 members 
Mstep: Class 5 contains 9810 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27629 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 96017 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29526 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19587 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21834 members 
Mstep: Class 24 contains 12188 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -8.492904e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117606 members 
Mstep: Class 2 contains 100611 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156335 members 
Mstep: Class 5 contains 9781 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27624 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 96046 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29520 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19578 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -8.492908e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117640 members 
Mstep: Class 2 contains 100541 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156380 members 
Mstep: Class 5 contains 9762 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27624 members 
Mstep: Class 8 contains 16322 members 
Mstep: Class 9 contains 96069 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29511 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19577 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21843 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
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Score: -84929168.000000 Penalty: 62815.007812
Iteration 140F: 20 clusters Score -8.492917e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 100472 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156411 members 
Mstep: Class 5 contains 9740 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27622 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96089 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21851 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -8.492916e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117735 members 
Mstep: Class 2 contains 100411 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156435 members 
Mstep: Class 5 contains 9711 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27624 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96109 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19561 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21856 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 142Q: 20 clusters Score -8.49291e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117783 members 
Mstep: Class 2 contains 100374 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156433 members 
Mstep: Class 5 contains 9682 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27632 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 96127 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29498 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 143Q: 20 clusters Score -8.49291e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 100309 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156450 members 
Mstep: Class 5 contains 9660 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27629 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 96160 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29492 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19546 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 144Q: 20 clusters Score -8.492914e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117875 members 
Mstep: Class 2 contains 100251 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156474 members 
Mstep: Class 5 contains 9632 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27631 members 
Mstep: Class 8 contains 16327 members 
Mstep: Class 9 contains 96178 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29483 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21874 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929328.000000 Penalty: 62815.007812
Iteration 145Q: 20 clusters Score -8.492933e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117931 members 
Mstep: Class 2 contains 100181 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156508 members 
Mstep: Class 5 contains 9607 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27625 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 96195 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29476 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19542 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21877 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 20 clusters Score -8.492927e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 100134 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156533 members 
Mstep: Class 5 contains 9583 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27607 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 96204 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29466 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19542 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929232.000000 Penalty: 62815.007812
Iteration 147Q: 20 clusters Score -8.492923e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118046 members 
Mstep: Class 2 contains 100094 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156508 members 
Mstep: Class 5 contains 9553 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27601 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 96222 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29459 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21908 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -8.492943e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118110 members 
Mstep: Class 2 contains 100074 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156478 members 
Mstep: Class 5 contains 9523 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27593 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 96245 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29449 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19549 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21913 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -8.492925e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 100071 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156463 members 
Mstep: Class 5 contains 9492 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27572 members 
Mstep: Class 8 contains 16340 members 
Mstep: Class 9 contains 96255 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29446 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19552 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21919 members 
Mstep: Class 24 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929168.000000 Penalty: 62815.007812
Iteration 150Q: 20 clusters Score -8.492917e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118231 members 
Mstep: Class 2 contains 100071 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156455 members 
Mstep: Class 5 contains 9456 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27560 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 9 contains 96259 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29432 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21927 members 
Mstep: Class 24 contains 12178 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 20 clusters Score -8.49291e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 100052 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156440 members 
Mstep: Class 5 contains 9424 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27551 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 9 contains 96266 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19554 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21933 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -8.492909e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118350 members 
Mstep: Class 2 contains 100054 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156420 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27539 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 96264 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29424 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21941 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -8.492918e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 100042 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156400 members 
Mstep: Class 5 contains 9369 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27526 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 96267 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19550 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21951 members 
Mstep: Class 24 contains 12179 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -8.492912e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 100024 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156380 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27511 members 
Mstep: Class 8 contains 16336 members 
Mstep: Class 9 contains 96266 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29417 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21956 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 20 clusters Score -8.49291e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118554 members 
Mstep: Class 2 contains 100021 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156351 members 
Mstep: Class 5 contains 9328 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27500 members 
Mstep: Class 8 contains 16334 members 
Mstep: Class 9 contains 96275 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29419 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19535 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21964 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -8.492903e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118637 members 
Mstep: Class 2 contains 99992 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156322 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27497 members 
Mstep: Class 8 contains 16330 members 
Mstep: Class 9 contains 96285 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29411 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21965 members 
Mstep: Class 24 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928912.000000 Penalty: 62815.007812
Iteration 157Q: 20 clusters Score -8.492891e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 99954 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156304 members 
Mstep: Class 5 contains 9301 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27496 members 
Mstep: Class 8 contains 16329 members 
Mstep: Class 9 contains 96300 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29409 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19528 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929024.000000 Penalty: 62815.007812
Iteration 158Q: 20 clusters Score -8.492902e+07 nChanged 294
Entering ConstructFrom: 
Score: -84929024.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (118764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Entering Unmasked Estep 
Score: -16641931.000000 Penalty: 2897.853516
	Iteration 0F: 2 clusters Score -1.664193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -16565140.000000 Penalty: 5795.707031
	Iteration 0F: 3 clusters Score -1.656514e+07 nChanged 56441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 58035 members 
Entering Unmasked Estep 
Score: -16597765.000000 Penalty: 5795.707031
	Iteration 1F: 3 clusters Score -1.659776e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61610 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -16598575.000000 Penalty: 5795.707031
	Iteration 2Q: 3 clusters Score -1.659858e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 55746 members 
Entering Unmasked Estep 
Score: -16599589.000000 Penalty: 5795.707031
	Iteration 3Q: 3 clusters Score -1.659959e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -16600737.000000 Penalty: 5795.707031
	Iteration 4Q: 3 clusters Score -1.660074e+07 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -16602387.000000 Penalty: 5795.707031
	Iteration 5Q: 3 clusters Score -1.660239e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -16604973.000000 Penalty: 5795.707031
	Iteration 6Q: 3 clusters Score -1.660497e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78331 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -16608838.000000 Penalty: 5795.707031
	Iteration 7F: 3 clusters Score -1.660884e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -16614046.000000 Penalty: 5795.707031
	Iteration 8F: 3 clusters Score -1.661405e+07 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -16620391.000000 Penalty: 5795.707031
	Iteration 9F: 3 clusters Score -1.662039e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -16626768.000000 Penalty: 5795.707031
	Iteration 10F: 3 clusters Score -1.662677e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -16631789.000000 Penalty: 5795.707031
	Iteration 11F: 3 clusters Score -1.663179e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113373 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -16635234.000000 Penalty: 5795.707031
	Iteration 12Q: 3 clusters Score -1.663523e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -16637280.000000 Penalty: 5795.707031
	Iteration 13Q: 3 clusters Score -1.663728e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117195 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -16638339.000000 Penalty: 5795.707031
	Iteration 14Q: 3 clusters Score -1.663834e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117715 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -16638849.000000 Penalty: 5795.707031
	Iteration 15Q: 3 clusters Score -1.663885e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117963 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16639110.000000 Penalty: 5795.707031
	Iteration 16Q: 3 clusters Score -1.663911e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118080 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16639266.000000 Penalty: 5795.707031
	Iteration 17Q: 3 clusters Score -1.663927e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118153 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16639344.000000 Penalty: 5795.707031
	Iteration 18Q: 3 clusters Score -1.663934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118193 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16639407.000000 Penalty: 5795.707031
	Iteration 19Q: 3 clusters Score -1.663941e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118213 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16639412.000000 Penalty: 5795.707031
	Iteration 20F: 3 clusters Score -1.663941e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16639429.000000 Penalty: 5795.707031
	Iteration 21Q: 3 clusters Score -1.663943e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16639447.000000 Penalty: 5795.707031
	Iteration 22Q: 3 clusters Score -1.663945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118260 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -16639454.000000 Penalty: 5795.707031
	Iteration 23Q: 3 clusters Score -1.663945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118273 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -16639468.000000 Penalty: 5795.707031
	Iteration 24Q: 3 clusters Score -1.663947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118284 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -16639475.000000 Penalty: 5795.707031
	Iteration 25Q: 3 clusters Score -1.663948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118290 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16639484.000000 Penalty: 5795.707031
	Iteration 26Q: 3 clusters Score -1.663948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118292 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -16639502.000000 Penalty: 5795.707031
	Iteration 27Q: 3 clusters Score -1.66395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -16639498.000000 Penalty: 5795.707031
	Iteration 28Q: 3 clusters Score -1.66395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -16639494.000000 Penalty: 5795.707031
	Iteration 29Q: 3 clusters Score -1.663949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118300 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -16639492.000000 Penalty: 5795.707031
	Iteration 30Q: 3 clusters Score -1.663949e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -16639495.000000 Penalty: 5795.707031
	Iteration 31Q: 3 clusters Score -1.66395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118305 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -16639502.000000 Penalty: 5795.707031
	Iteration 32Q: 3 clusters Score -1.66395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -16639512.000000 Penalty: 5795.707031
	Iteration 33Q: 3 clusters Score -1.663951e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -16639503.000000 Penalty: 5795.707031
	Iteration 34Q: 3 clusters Score -1.66395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16639510.000000 Penalty: 5795.707031
	Iteration 35Q: 3 clusters Score -1.663951e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -16639519.000000 Penalty: 5795.707031
	Iteration 36Q: 3 clusters Score -1.663952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118318 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -16639519.000000 Penalty: 5795.707031
	Iteration 37Q: 3 clusters Score -1.663952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16639521.000000 Penalty: 5795.707031
	Iteration 38Q: 3 clusters Score -1.663952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -16639521.000000 Penalty: 5795.707031
	Iteration 39F: 3 clusters Score -1.663952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99912 members 
Entering Unmasked Estep 
Score: -13994486.000000 Penalty: 2854.987061
	Iteration 0F: 2 clusters Score -1.399449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -13928715.000000 Penalty: 5709.974121
	Iteration 0F: 3 clusters Score -1.392872e+07 nChanged 47098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -13955108.000000 Penalty: 5709.974121
	Iteration 1F: 3 clusters Score -1.395511e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -13955782.000000 Penalty: 5709.974121
	Iteration 2Q: 3 clusters Score -1.395578e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -13956578.000000 Penalty: 5709.974121
	Iteration 3Q: 3 clusters Score -1.395658e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -13957602.000000 Penalty: 5709.974121
	Iteration 4Q: 3 clusters Score -1.39576e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -13958819.000000 Penalty: 5709.974121
	Iteration 5Q: 3 clusters Score -1.395882e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -13960489.000000 Penalty: 5709.974121
	Iteration 6Q: 3 clusters Score -1.396049e+07 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -13963174.000000 Penalty: 5709.974121
	Iteration 7F: 3 clusters Score -1.396317e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -13967163.000000 Penalty: 5709.974121
	Iteration 8F: 3 clusters Score -1.396716e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -13972401.000000 Penalty: 5709.974121
	Iteration 9F: 3 clusters Score -1.39724e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -13977499.000000 Penalty: 5709.974121
	Iteration 10F: 3 clusters Score -1.39775e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -13981885.000000 Penalty: 5709.974121
	Iteration 11F: 3 clusters Score -1.398188e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -13984873.000000 Penalty: 5709.974121
	Iteration 12Q: 3 clusters Score -1.398487e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -13986822.000000 Penalty: 5709.974121
	Iteration 13Q: 3 clusters Score -1.398682e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -13987986.000000 Penalty: 5709.974121
	Iteration 14Q: 3 clusters Score -1.398799e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -13988975.000000 Penalty: 5709.974121
	Iteration 15Q: 3 clusters Score -1.398898e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -13989660.000000 Penalty: 5709.974121
	Iteration 16Q: 3 clusters Score -1.398966e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 91389 members 
Entering Unmasked Estep 
Score: -13990208.000000 Penalty: 5709.974121
	Iteration 17Q: 3 clusters Score -1.399021e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -13990647.000000 Penalty: 5709.974121
	Iteration 18Q: 3 clusters Score -1.399065e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 93567 members 
Entering Unmasked Estep 
Score: -13991023.000000 Penalty: 5709.974121
	Iteration 19Q: 3 clusters Score -1.399102e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 94417 members 
Entering Unmasked Estep 
Score: -13991246.000000 Penalty: 5709.974121
	Iteration 20F: 3 clusters Score -1.399125e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 95164 members 
Entering Unmasked Estep 
Score: -13991399.000000 Penalty: 5709.974121
	Iteration 21Q: 3 clusters Score -1.39914e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -13991543.000000 Penalty: 5709.974121
	Iteration 22Q: 3 clusters Score -1.399154e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 96397 members 
Entering Unmasked Estep 
Score: -13991677.000000 Penalty: 5709.974121
	Iteration 23Q: 3 clusters Score -1.399168e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 96879 members 
Entering Unmasked Estep 
Score: -13991833.000000 Penalty: 5709.974121
	Iteration 24Q: 3 clusters Score -1.399183e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -13991945.000000 Penalty: 5709.974121
	Iteration 25Q: 3 clusters Score -1.399194e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 97555 members 
Entering Unmasked Estep 
Score: -13992013.000000 Penalty: 5709.974121
	Iteration 26Q: 3 clusters Score -1.399201e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 97782 members 
Entering Unmasked Estep 
Score: -13992079.000000 Penalty: 5709.974121
	Iteration 27Q: 3 clusters Score -1.399208e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -13992084.000000 Penalty: 5709.974121
	Iteration 28Q: 3 clusters Score -1.399208e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 98134 members 
Entering Unmasked Estep 
Score: -13992091.000000 Penalty: 5709.974121
	Iteration 29Q: 3 clusters Score -1.399209e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -13992104.000000 Penalty: 5709.974121
	Iteration 30Q: 3 clusters Score -1.39921e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 98367 members 
Entering Unmasked Estep 
Score: -13992164.000000 Penalty: 5709.974121
	Iteration 31Q: 3 clusters Score -1.399216e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 98457 members 
Entering Unmasked Estep 
Score: -13992166.000000 Penalty: 5709.974121
	Iteration 32Q: 3 clusters Score -1.399217e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -13992195.000000 Penalty: 5709.974121
	Iteration 33Q: 3 clusters Score -1.39922e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 98590 members 
Entering Unmasked Estep 
Score: -13992218.000000 Penalty: 5709.974121
	Iteration 34Q: 3 clusters Score -1.399222e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -13992225.000000 Penalty: 5709.974121
	Iteration 35Q: 3 clusters Score -1.399222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -13992228.000000 Penalty: 5709.974121
	Iteration 36Q: 3 clusters Score -1.399223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -13992235.000000 Penalty: 5709.974121
	Iteration 37Q: 3 clusters Score -1.399224e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 98744 members 
Entering Unmasked Estep 
Score: -13992248.000000 Penalty: 5709.974121
	Iteration 38Q: 3 clusters Score -1.399225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -13992263.000000 Penalty: 5709.974121
	Iteration 39Q: 3 clusters Score -1.399226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -13992267.000000 Penalty: 5709.974121
	Iteration 40F: 3 clusters Score -1.399227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -13992268.000000 Penalty: 5709.974121
	Iteration 41Q: 3 clusters Score -1.399227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -13992270.000000 Penalty: 5709.974121
	Iteration 42Q: 3 clusters Score -1.399227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -13992276.000000 Penalty: 5709.974121
	Iteration 43Q: 3 clusters Score -1.399228e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 98861 members 
Entering Unmasked Estep 
Score: -13992282.000000 Penalty: 5709.974121
	Iteration 44Q: 3 clusters Score -1.399228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 98863 members 
Entering Unmasked Estep 
Score: -13992286.000000 Penalty: 5709.974121
	Iteration 45Q: 3 clusters Score -1.399229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -13992288.000000 Penalty: 5709.974121
	Iteration 46Q: 3 clusters Score -1.399229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -13992287.000000 Penalty: 5709.974121
	Iteration 47Q: 3 clusters Score -1.399229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -13992292.000000 Penalty: 5709.974121
	Iteration 48Q: 3 clusters Score -1.399229e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -13992292.000000 Penalty: 5709.974121
	Iteration 49Q: 3 clusters Score -1.399229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -13992285.000000 Penalty: 5709.974121
	Iteration 50Q: 3 clusters Score -1.399228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 98880 members 
Entering Unmasked Estep 
Score: -13992291.000000 Penalty: 5709.974121
	Iteration 51Q: 3 clusters Score -1.399229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -13992287.000000 Penalty: 5709.974121
	Iteration 52Q: 3 clusters Score -1.399229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -13992281.000000 Penalty: 5709.974121
	Iteration 53Q: 3 clusters Score -1.399228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -13992279.000000 Penalty: 5709.974121
	Iteration 54Q: 3 clusters Score -1.399228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 98892 members 
Entering Unmasked Estep 
Score: -13992279.000000 Penalty: 5709.974121
	Iteration 55F: 3 clusters Score -1.399228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 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 173 members 
Entering Unmasked Estep 
Score: -39901.320312 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39901.32 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40072.710938 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40072.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40194.179688 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40194.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40246.933594 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -40246.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -40257.222656 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40257.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40262.679688 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40262.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40262.679688 Penalty: 2905.534668
	Iteration 6F: 3 clusters Score -40262.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (156278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Entering Unmasked Estep 
Score: -21802358.000000 Penalty: 2965.929199
	Iteration 0F: 2 clusters Score -2.180236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -21699932.000000 Penalty: 5931.858398
	Iteration 0F: 3 clusters Score -2.169993e+07 nChanged 74520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 74293 members 
Entering Unmasked Estep 
Score: -21743006.000000 Penalty: 5931.858398
	Iteration 1F: 3 clusters Score -2.174301e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -21743952.000000 Penalty: 5931.858398
	Iteration 2Q: 3 clusters Score -2.174395e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87229 members 
Mstep: Class 2 contains 69049 members 
Entering Unmasked Estep 
Score: -21745088.000000 Penalty: 5931.858398
	Iteration 3Q: 3 clusters Score -2.174509e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92179 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -21747312.000000 Penalty: 5931.858398
	Iteration 4Q: 3 clusters Score -2.174731e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -21751440.000000 Penalty: 5931.858398
	Iteration 5F: 3 clusters Score -2.175144e+07 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110207 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -21759100.000000 Penalty: 5931.858398
	Iteration 6F: 3 clusters Score -2.17591e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123325 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -21771086.000000 Penalty: 5931.858398
	Iteration 7F: 3 clusters Score -2.177109e+07 nChanged 13216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136131 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -21783326.000000 Penalty: 5931.858398
	Iteration 8F: 3 clusters Score -2.178333e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145057 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -21792606.000000 Penalty: 5931.858398
	Iteration 9F: 3 clusters Score -2.179261e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -21797710.000000 Penalty: 5931.858398
	Iteration 10Q: 3 clusters Score -2.179771e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -21799730.000000 Penalty: 5931.858398
	Iteration 11Q: 3 clusters Score -2.179973e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152073 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -21800356.000000 Penalty: 5931.858398
	Iteration 12Q: 3 clusters Score -2.180036e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152587 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -21800578.000000 Penalty: 5931.858398
	Iteration 13Q: 3 clusters Score -2.180058e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21800680.000000 Penalty: 5931.858398
	Iteration 14Q: 3 clusters Score -2.180068e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153261 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21800712.000000 Penalty: 5931.858398
	Iteration 15Q: 3 clusters Score -2.180071e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153517 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -21800800.000000 Penalty: 5931.858398
	Iteration 16Q: 3 clusters Score -2.18008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153720 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -21800800.000000 Penalty: 5931.858398
	Iteration 17Q: 3 clusters Score -2.18008e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153890 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -21800780.000000 Penalty: 5931.858398
	Iteration 18Q: 3 clusters Score -2.180078e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154016 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21800822.000000 Penalty: 5931.858398
	Iteration 19Q: 3 clusters Score -2.180082e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154114 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21800838.000000 Penalty: 5931.858398
	Iteration 20F: 3 clusters Score -2.180084e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154214 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -21800800.000000 Penalty: 5931.858398
	Iteration 21Q: 3 clusters Score -2.18008e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154285 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21800816.000000 Penalty: 5931.858398
	Iteration 22Q: 3 clusters Score -2.180082e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154348 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -21800814.000000 Penalty: 5931.858398
	Iteration 23Q: 3 clusters Score -2.180081e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154387 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21800770.000000 Penalty: 5931.858398
	Iteration 24Q: 3 clusters Score -2.180077e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -21800750.000000 Penalty: 5931.858398
	Iteration 25Q: 3 clusters Score -2.180075e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154439 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21800774.000000 Penalty: 5931.858398
	Iteration 26Q: 3 clusters Score -2.180077e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154471 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21800806.000000 Penalty: 5931.858398
	Iteration 27Q: 3 clusters Score -2.180081e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21800788.000000 Penalty: 5931.858398
	Iteration 28Q: 3 clusters Score -2.180079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154515 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -21800784.000000 Penalty: 5931.858398
	Iteration 29Q: 3 clusters Score -2.180078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154533 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -21800804.000000 Penalty: 5931.858398
	Iteration 30Q: 3 clusters Score -2.18008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -21800818.000000 Penalty: 5931.858398
	Iteration 31Q: 3 clusters Score -2.180082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154570 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -21800804.000000 Penalty: 5931.858398
	Iteration 32Q: 3 clusters Score -2.18008e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -21800798.000000 Penalty: 5931.858398
	Iteration 33Q: 3 clusters Score -2.18008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154603 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -21800792.000000 Penalty: 5931.858398
	Iteration 34Q: 3 clusters Score -2.180079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154611 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21800788.000000 Penalty: 5931.858398
	Iteration 35Q: 3 clusters Score -2.180079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154623 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -21800762.000000 Penalty: 5931.858398
	Iteration 36Q: 3 clusters Score -2.180076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -21800752.000000 Penalty: 5931.858398
	Iteration 37Q: 3 clusters Score -2.180075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -21800768.000000 Penalty: 5931.858398
	Iteration 38Q: 3 clusters Score -2.180077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154638 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -21800772.000000 Penalty: 5931.858398
	Iteration 39Q: 3 clusters Score -2.180077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -21800782.000000 Penalty: 5931.858398
	Iteration 40F: 3 clusters Score -2.180078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -21800760.000000 Penalty: 5931.858398
	Iteration 41Q: 3 clusters Score -2.180076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154655 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -21800776.000000 Penalty: 5931.858398
	Iteration 42Q: 3 clusters Score -2.180078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154661 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -21800766.000000 Penalty: 5931.858398
	Iteration 43Q: 3 clusters Score -2.180077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -21800764.000000 Penalty: 5931.858398
	Iteration 44Q: 3 clusters Score -2.180076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154674 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -21800772.000000 Penalty: 5931.858398
	Iteration 45Q: 3 clusters Score -2.180077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154678 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -21800780.000000 Penalty: 5931.858398
	Iteration 46Q: 3 clusters Score -2.180078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21800776.000000 Penalty: 5931.858398
	Iteration 47Q: 3 clusters Score -2.180078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -21800776.000000 Penalty: 5931.858398
	Iteration 48F: 3 clusters Score -2.180078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -1296712.000000 Penalty: 2265.900146
	Iteration 0F: 2 clusters Score -1296712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1289530.625000 Penalty: 4531.800293
	Iteration 0F: 3 clusters Score -1289531 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1291546.000000 Penalty: 4531.800293
	Iteration 1F: 3 clusters Score -1291546 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1291821.500000 Penalty: 4531.800293
	Iteration 2F: 3 clusters Score -1291822 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1291988.000000 Penalty: 4531.800293
	Iteration 3Q: 3 clusters Score -1291988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1292108.750000 Penalty: 4531.800293
	Iteration 4Q: 3 clusters Score -1292109 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1292204.375000 Penalty: 4531.800293
	Iteration 5Q: 3 clusters Score -1292204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1292298.250000 Penalty: 4531.800293
	Iteration 6Q: 3 clusters Score -1292298 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1292386.500000 Penalty: 4531.800293
	Iteration 7Q: 3 clusters Score -1292386 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1292476.250000 Penalty: 4531.800293
	Iteration 8Q: 3 clusters Score -1292476 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1292575.500000 Penalty: 4531.800293
	Iteration 9Q: 3 clusters Score -1292576 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1292699.875000 Penalty: 4531.800293
	Iteration 10Q: 3 clusters Score -1292700 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1292862.500000 Penalty: 4531.800293
	Iteration 11Q: 3 clusters Score -1292862 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1293037.875000 Penalty: 4531.800293
	Iteration 12Q: 3 clusters Score -1293038 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1293252.000000 Penalty: 4531.800293
	Iteration 13Q: 3 clusters Score -1293252 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1293510.625000 Penalty: 4531.800293
	Iteration 14Q: 3 clusters Score -1293511 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1293838.625000 Penalty: 4531.800293
	Iteration 15Q: 3 clusters Score -1293839 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1294210.750000 Penalty: 4531.800293
	Iteration 16Q: 3 clusters Score -1294211 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1294597.250000 Penalty: 4531.800293
	Iteration 17Q: 3 clusters Score -1294597 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1294929.250000 Penalty: 4531.800293
	Iteration 18Q: 3 clusters Score -1294929 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1295142.000000 Penalty: 4531.800293
	Iteration 19Q: 3 clusters Score -1295142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1295273.125000 Penalty: 4531.800293
	Iteration 20F: 3 clusters Score -1295273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1295355.375000 Penalty: 4531.800293
	Iteration 21Q: 3 clusters Score -1295355 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1295437.000000 Penalty: 4531.800293
	Iteration 22Q: 3 clusters Score -1295437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1295502.250000 Penalty: 4531.800293
	Iteration 23Q: 3 clusters Score -1295502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1295568.750000 Penalty: 4531.800293
	Iteration 24Q: 3 clusters Score -1295569 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1295666.500000 Penalty: 4531.800293
	Iteration 25Q: 3 clusters Score -1295666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1295762.000000 Penalty: 4531.800293
	Iteration 26Q: 3 clusters Score -1295762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1295815.000000 Penalty: 4531.800293
	Iteration 27Q: 3 clusters Score -1295815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1295861.375000 Penalty: 4531.800293
	Iteration 28Q: 3 clusters Score -1295861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1295885.000000 Penalty: 4531.800293
	Iteration 29Q: 3 clusters Score -1295885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1295897.375000 Penalty: 4531.800293
	Iteration 30Q: 3 clusters Score -1295897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1295909.625000 Penalty: 4531.800293
	Iteration 31Q: 3 clusters Score -1295910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1295916.375000 Penalty: 4531.800293
	Iteration 32Q: 3 clusters Score -1295916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1295924.625000 Penalty: 4531.800293
	Iteration 33Q: 3 clusters Score -1295925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1295937.375000 Penalty: 4531.800293
	Iteration 34Q: 3 clusters Score -1295937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1295942.125000 Penalty: 4531.800293
	Iteration 35Q: 3 clusters Score -1295942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1295944.875000 Penalty: 4531.800293
	Iteration 36Q: 3 clusters Score -1295945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1295944.500000 Penalty: 4531.800293
	Iteration 37Q: 3 clusters Score -1295944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1295944.500000 Penalty: 4531.800293
	Iteration 38F: 3 clusters Score -1295944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Entering Unmasked Estep 
Score: -270639.031250 Penalty: 1878.872192
	Iteration 0F: 2 clusters Score -270639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -268030.500000 Penalty: 3757.744385
	Iteration 0F: 3 clusters Score -268030.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -268449.031250 Penalty: 3757.744385
	Iteration 1F: 3 clusters Score -268449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268554.093750 Penalty: 3757.744385
	Iteration 2F: 3 clusters Score -268554.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268613.531250 Penalty: 3757.744385
	Iteration 3Q: 3 clusters Score -268613.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -268653.343750 Penalty: 3757.744385
	Iteration 4Q: 3 clusters Score -268653.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -268681.437500 Penalty: 3757.744385
	Iteration 5Q: 3 clusters Score -268681.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268703.593750 Penalty: 3757.744385
	Iteration 6Q: 3 clusters Score -268703.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -268717.000000 Penalty: 3757.744385
	Iteration 7Q: 3 clusters Score -268717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268731.062500 Penalty: 3757.744385
	Iteration 8Q: 3 clusters Score -268731.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -268745.375000 Penalty: 3757.744385
	Iteration 9Q: 3 clusters Score -268745.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -268754.218750 Penalty: 3757.744385
	Iteration 10Q: 3 clusters Score -268754.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -268764.718750 Penalty: 3757.744385
	Iteration 11Q: 3 clusters Score -268764.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -268774.375000 Penalty: 3757.744385
	Iteration 12Q: 3 clusters Score -268774.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -268780.625000 Penalty: 3757.744385
	Iteration 13Q: 3 clusters Score -268780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -268783.375000 Penalty: 3757.744385
	Iteration 14Q: 3 clusters Score -268783.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -268788.468750 Penalty: 3757.744385
	Iteration 15Q: 3 clusters Score -268788.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268795.562500 Penalty: 3757.744385
	Iteration 16Q: 3 clusters Score -268795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -268798.343750 Penalty: 3757.744385
	Iteration 17Q: 3 clusters Score -268798.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -268799.843750 Penalty: 3757.744385
	Iteration 18Q: 3 clusters Score -268799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268799.937500 Penalty: 3757.744385
	Iteration 19Q: 3 clusters Score -268799.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268799.937500 Penalty: 3757.744385
	Iteration 20F: 3 clusters Score -268799.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Entering Unmasked Estep 
Score: -3740991.250000 Penalty: 2535.023438
	Iteration 0F: 2 clusters Score -3740991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3722078.000000 Penalty: 5070.046875
	Iteration 0F: 3 clusters Score -3722078 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3728802.250000 Penalty: 5070.046875
	Iteration 1F: 3 clusters Score -3728802 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3729534.500000 Penalty: 5070.046875
	Iteration 2Q: 3 clusters Score -3729534 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -3730534.000000 Penalty: 5070.046875
	Iteration 3F: 3 clusters Score -3730534 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3731724.750000 Penalty: 5070.046875
	Iteration 4F: 3 clusters Score -3731725 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3733274.000000 Penalty: 5070.046875
	Iteration 5F: 3 clusters Score -3733274 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3734956.250000 Penalty: 5070.046875
	Iteration 6F: 3 clusters Score -3734956 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3736439.000000 Penalty: 5070.046875
	Iteration 7F: 3 clusters Score -3736439 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -3737351.000000 Penalty: 5070.046875
	Iteration 8F: 3 clusters Score -3737351 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3737869.000000 Penalty: 5070.046875
	Iteration 9Q: 3 clusters Score -3737869 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3738094.000000 Penalty: 5070.046875
	Iteration 10Q: 3 clusters Score -3738094 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3738227.250000 Penalty: 5070.046875
	Iteration 11Q: 3 clusters Score -3738227 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -3738311.750000 Penalty: 5070.046875
	Iteration 12Q: 3 clusters Score -3738312 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3738370.500000 Penalty: 5070.046875
	Iteration 13Q: 3 clusters Score -3738370 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3738413.000000 Penalty: 5070.046875
	Iteration 14Q: 3 clusters Score -3738413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -3738483.750000 Penalty: 5070.046875
	Iteration 15Q: 3 clusters Score -3738484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3738520.750000 Penalty: 5070.046875
	Iteration 16Q: 3 clusters Score -3738521 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3738563.250000 Penalty: 5070.046875
	Iteration 17Q: 3 clusters Score -3738563 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3738619.250000 Penalty: 5070.046875
	Iteration 18Q: 3 clusters Score -3738619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -3738652.250000 Penalty: 5070.046875
	Iteration 19Q: 3 clusters Score -3738652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3738707.000000 Penalty: 5070.046875
	Iteration 20F: 3 clusters Score -3738707 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3738752.750000 Penalty: 5070.046875
	Iteration 21Q: 3 clusters Score -3738753 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3738790.250000 Penalty: 5070.046875
	Iteration 22Q: 3 clusters Score -3738790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3738832.250000 Penalty: 5070.046875
	Iteration 23Q: 3 clusters Score -3738832 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3738863.750000 Penalty: 5070.046875
	Iteration 24Q: 3 clusters Score -3738864 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3738907.250000 Penalty: 5070.046875
	Iteration 25Q: 3 clusters Score -3738907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3738932.250000 Penalty: 5070.046875
	Iteration 26Q: 3 clusters Score -3738932 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3738963.250000 Penalty: 5070.046875
	Iteration 27Q: 3 clusters Score -3738963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3738996.750000 Penalty: 5070.046875
	Iteration 28Q: 3 clusters Score -3738997 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3739043.500000 Penalty: 5070.046875
	Iteration 29Q: 3 clusters Score -3739044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3739079.250000 Penalty: 5070.046875
	Iteration 30Q: 3 clusters Score -3739079 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3739153.000000 Penalty: 5070.046875
	Iteration 31Q: 3 clusters Score -3739153 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3739253.500000 Penalty: 5070.046875
	Iteration 32Q: 3 clusters Score -3739254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3739354.750000 Penalty: 5070.046875
	Iteration 33Q: 3 clusters Score -3739355 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3739525.750000 Penalty: 5070.046875
	Iteration 34Q: 3 clusters Score -3739526 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3739718.000000 Penalty: 5070.046875
	Iteration 35Q: 3 clusters Score -3739718 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3739925.250000 Penalty: 5070.046875
	Iteration 36Q: 3 clusters Score -3739925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3740158.750000 Penalty: 5070.046875
	Iteration 37Q: 3 clusters Score -3740159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3740359.750000 Penalty: 5070.046875
	Iteration 38Q: 3 clusters Score -3740360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3740415.750000 Penalty: 5070.046875
	Iteration 39Q: 3 clusters Score -3740416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3740444.000000 Penalty: 5070.046875
	Iteration 40F: 3 clusters Score -3740444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3740452.250000 Penalty: 5070.046875
	Iteration 41Q: 3 clusters Score -3740452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3740456.750000 Penalty: 5070.046875
	Iteration 42Q: 3 clusters Score -3740457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3740455.500000 Penalty: 5070.046875
	Iteration 43Q: 3 clusters Score -3740456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3740458.750000 Penalty: 5070.046875
	Iteration 44Q: 3 clusters Score -3740459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3740458.750000 Penalty: 5070.046875
	Iteration 45F: 3 clusters Score -3740459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Entering Unmasked Estep 
Score: -2314282.750000 Penalty: 2405.818848
	Iteration 0F: 2 clusters Score -2314283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2302601.250000 Penalty: 4811.637695
	Iteration 0F: 3 clusters Score -2302601 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2306338.750000 Penalty: 4811.637695
	Iteration 1F: 3 clusters Score -2306339 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2306670.000000 Penalty: 4811.637695
	Iteration 2F: 3 clusters Score -2306670 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2306916.250000 Penalty: 4811.637695
	Iteration 3Q: 3 clusters Score -2306916 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2307133.500000 Penalty: 4811.637695
	Iteration 4Q: 3 clusters Score -2307134 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2307313.500000 Penalty: 4811.637695
	Iteration 5Q: 3 clusters Score -2307314 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2307457.250000 Penalty: 4811.637695
	Iteration 6Q: 3 clusters Score -2307457 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2307642.500000 Penalty: 4811.637695
	Iteration 7Q: 3 clusters Score -2307642 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2307851.750000 Penalty: 4811.637695
	Iteration 8Q: 3 clusters Score -2307852 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2308093.750000 Penalty: 4811.637695
	Iteration 9Q: 3 clusters Score -2308094 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2308425.250000 Penalty: 4811.637695
	Iteration 10Q: 3 clusters Score -2308425 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2308818.500000 Penalty: 4811.637695
	Iteration 11Q: 3 clusters Score -2308818 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2309325.250000 Penalty: 4811.637695
	Iteration 12Q: 3 clusters Score -2309325 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2309897.000000 Penalty: 4811.637695
	Iteration 13Q: 3 clusters Score -2309897 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2310481.750000 Penalty: 4811.637695
	Iteration 14Q: 3 clusters Score -2310482 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2311001.500000 Penalty: 4811.637695
	Iteration 15Q: 3 clusters Score -2311002 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -2311402.000000 Penalty: 4811.637695
	Iteration 16Q: 3 clusters Score -2311402 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2311685.500000 Penalty: 4811.637695
	Iteration 17Q: 3 clusters Score -2311686 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2311879.750000 Penalty: 4811.637695
	Iteration 18Q: 3 clusters Score -2311880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2312050.750000 Penalty: 4811.637695
	Iteration 19Q: 3 clusters Score -2312051 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2312136.000000 Penalty: 4811.637695
	Iteration 20F: 3 clusters Score -2312136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2312196.500000 Penalty: 4811.637695
	Iteration 21Q: 3 clusters Score -2312196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2312233.750000 Penalty: 4811.637695
	Iteration 22Q: 3 clusters Score -2312234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2312249.750000 Penalty: 4811.637695
	Iteration 23Q: 3 clusters Score -2312250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2312260.750000 Penalty: 4811.637695
	Iteration 24Q: 3 clusters Score -2312261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2312267.000000 Penalty: 4811.637695
	Iteration 25Q: 3 clusters Score -2312267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2312277.250000 Penalty: 4811.637695
	Iteration 26Q: 3 clusters Score -2312277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2312282.000000 Penalty: 4811.637695
	Iteration 27Q: 3 clusters Score -2312282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2312282.250000 Penalty: 4811.637695
	Iteration 28Q: 3 clusters Score -2312282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2312282.250000 Penalty: 4811.637695
	Iteration 29F: 3 clusters Score -2312282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Entering Unmasked Estep 
Score: -13545870.000000 Penalty: 2845.878662
	Iteration 0F: 2 clusters Score -1.354587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -13482317.000000 Penalty: 5691.757324
	Iteration 0F: 3 clusters Score -1.348232e+07 nChanged 45412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -13508043.000000 Penalty: 5691.757324
	Iteration 1F: 3 clusters Score -1.350804e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -13508910.000000 Penalty: 5691.757324
	Iteration 2Q: 3 clusters Score -1.350891e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -13509790.000000 Penalty: 5691.757324
	Iteration 3Q: 3 clusters Score -1.350979e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -13511026.000000 Penalty: 5691.757324
	Iteration 4Q: 3 clusters Score -1.351103e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -13512855.000000 Penalty: 5691.757324
	Iteration 5Q: 3 clusters Score -1.351286e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -13515908.000000 Penalty: 5691.757324
	Iteration 6F: 3 clusters Score -1.351591e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -13520130.000000 Penalty: 5691.757324
	Iteration 7F: 3 clusters Score -1.352013e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -13525327.000000 Penalty: 5691.757324
	Iteration 8F: 3 clusters Score -1.352533e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76769 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -13530023.000000 Penalty: 5691.757324
	Iteration 9F: 3 clusters Score -1.353002e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80491 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -13533456.000000 Penalty: 5691.757324
	Iteration 10Q: 3 clusters Score -1.353346e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83294 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -13535492.000000 Penalty: 5691.757324
	Iteration 11Q: 3 clusters Score -1.353549e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -13536904.000000 Penalty: 5691.757324
	Iteration 12Q: 3 clusters Score -1.35369e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87477 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -13538126.000000 Penalty: 5691.757324
	Iteration 13Q: 3 clusters Score -1.353813e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89189 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -13539203.000000 Penalty: 5691.757324
	Iteration 14Q: 3 clusters Score -1.35392e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90697 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -13540101.000000 Penalty: 5691.757324
	Iteration 15Q: 3 clusters Score -1.35401e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -13540856.000000 Penalty: 5691.757324
	Iteration 16Q: 3 clusters Score -1.354086e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93082 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -13541513.000000 Penalty: 5691.757324
	Iteration 17Q: 3 clusters Score -1.354151e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -13542032.000000 Penalty: 5691.757324
	Iteration 18Q: 3 clusters Score -1.354203e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -13542423.000000 Penalty: 5691.757324
	Iteration 19Q: 3 clusters Score -1.354242e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -13542642.000000 Penalty: 5691.757324
	Iteration 20F: 3 clusters Score -1.354264e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13542806.000000 Penalty: 5691.757324
	Iteration 21Q: 3 clusters Score -1.354281e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95294 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -13542944.000000 Penalty: 5691.757324
	Iteration 22Q: 3 clusters Score -1.354294e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13543051.000000 Penalty: 5691.757324
	Iteration 23Q: 3 clusters Score -1.354305e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95520 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13543127.000000 Penalty: 5691.757324
	Iteration 24Q: 3 clusters Score -1.354313e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13543184.000000 Penalty: 5691.757324
	Iteration 25Q: 3 clusters Score -1.354318e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13543227.000000 Penalty: 5691.757324
	Iteration 26Q: 3 clusters Score -1.354323e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95688 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13543260.000000 Penalty: 5691.757324
	Iteration 27Q: 3 clusters Score -1.354326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13543280.000000 Penalty: 5691.757324
	Iteration 28Q: 3 clusters Score -1.354328e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95740 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13543297.000000 Penalty: 5691.757324
	Iteration 29Q: 3 clusters Score -1.35433e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95756 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -13543312.000000 Penalty: 5691.757324
	Iteration 30Q: 3 clusters Score -1.354331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -13543323.000000 Penalty: 5691.757324
	Iteration 31Q: 3 clusters Score -1.354332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13543342.000000 Penalty: 5691.757324
	Iteration 32Q: 3 clusters Score -1.354334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13543344.000000 Penalty: 5691.757324
	Iteration 33Q: 3 clusters Score -1.354334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -13543355.000000 Penalty: 5691.757324
	Iteration 34Q: 3 clusters Score -1.354336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95816 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -13543356.000000 Penalty: 5691.757324
	Iteration 35Q: 3 clusters Score -1.354336e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13543365.000000 Penalty: 5691.757324
	Iteration 36Q: 3 clusters Score -1.354336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -13543369.000000 Penalty: 5691.757324
	Iteration 37Q: 3 clusters Score -1.354337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -13543378.000000 Penalty: 5691.757324
	Iteration 38Q: 3 clusters Score -1.354338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -13543396.000000 Penalty: 5691.757324
	Iteration 39Q: 3 clusters Score -1.35434e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95847 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13543406.000000 Penalty: 5691.757324
	Iteration 40F: 3 clusters Score -1.354341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -13543399.000000 Penalty: 5691.757324
	Iteration 41Q: 3 clusters Score -1.35434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95863 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13543418.000000 Penalty: 5691.757324
	Iteration 42Q: 3 clusters Score -1.354342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95868 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13543424.000000 Penalty: 5691.757324
	Iteration 43Q: 3 clusters Score -1.354342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95872 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13543429.000000 Penalty: 5691.757324
	Iteration 44Q: 3 clusters Score -1.354343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13543431.000000 Penalty: 5691.757324
	Iteration 45Q: 3 clusters Score -1.354343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13543441.000000 Penalty: 5691.757324
	Iteration 46Q: 3 clusters Score -1.354344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13543435.000000 Penalty: 5691.757324
	Iteration 47Q: 3 clusters Score -1.354344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13543435.000000 Penalty: 5691.757324
	Iteration 48F: 3 clusters Score -1.354344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38101.671875 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38101.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38218.726562 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38218.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38263.101562 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -38263.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38304.507812 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -38304.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38331.332031 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38331.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38348.097656 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38358.636719 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38358.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38373.714844 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38373.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38380.921875 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38380.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38384.488281 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -38384.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38387.179688 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -38387.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38387.179688 Penalty: 2882.325928
	Iteration 11F: 3 clusters Score -38387.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Entering Unmasked Estep 
Score: -4171438.750000 Penalty: 2551.711182
	Iteration 0F: 2 clusters Score -4171439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -4151213.250000 Penalty: 5103.422363
	Iteration 0F: 3 clusters Score -4151213 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4158377.000000 Penalty: 5103.422363
	Iteration 1F: 3 clusters Score -4158377 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -4158744.000000 Penalty: 5103.422363
	Iteration 2Q: 3 clusters Score -4158744 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4159018.250000 Penalty: 5103.422363
	Iteration 3Q: 3 clusters Score -4159018 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -4159267.500000 Penalty: 5103.422363
	Iteration 4Q: 3 clusters Score -4159268 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -4159490.750000 Penalty: 5103.422363
	Iteration 5Q: 3 clusters Score -4159491 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4159711.750000 Penalty: 5103.422363
	Iteration 6Q: 3 clusters Score -4159712 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4159988.000000 Penalty: 5103.422363
	Iteration 7Q: 3 clusters Score -4159988 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -4160379.750000 Penalty: 5103.422363
	Iteration 8Q: 3 clusters Score -4160380 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4160989.500000 Penalty: 5103.422363
	Iteration 9Q: 3 clusters Score -4160990 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -4161984.500000 Penalty: 5103.422363
	Iteration 10F: 3 clusters Score -4161984 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -4163486.250000 Penalty: 5103.422363
	Iteration 11F: 3 clusters Score -4163486 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4165240.000000 Penalty: 5103.422363
	Iteration 12F: 3 clusters Score -4165240 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4166819.750000 Penalty: 5103.422363
	Iteration 13F: 3 clusters Score -4166820 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4167941.250000 Penalty: 5103.422363
	Iteration 14Q: 3 clusters Score -4167941 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4168530.750000 Penalty: 5103.422363
	Iteration 15Q: 3 clusters Score -4168531 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4168835.250000 Penalty: 5103.422363
	Iteration 16Q: 3 clusters Score -4168835 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4168974.500000 Penalty: 5103.422363
	Iteration 17Q: 3 clusters Score -4168974 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4169076.000000 Penalty: 5103.422363
	Iteration 18Q: 3 clusters Score -4169076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4169146.500000 Penalty: 5103.422363
	Iteration 19Q: 3 clusters Score -4169146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4169195.000000 Penalty: 5103.422363
	Iteration 20F: 3 clusters Score -4169195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4169225.750000 Penalty: 5103.422363
	Iteration 21Q: 3 clusters Score -4169226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4169247.000000 Penalty: 5103.422363
	Iteration 22Q: 3 clusters Score -4169247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4169257.750000 Penalty: 5103.422363
	Iteration 23Q: 3 clusters Score -4169258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4169271.000000 Penalty: 5103.422363
	Iteration 24Q: 3 clusters Score -4169271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4169276.250000 Penalty: 5103.422363
	Iteration 25Q: 3 clusters Score -4169276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4169280.750000 Penalty: 5103.422363
	Iteration 26Q: 3 clusters Score -4169281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4169286.000000 Penalty: 5103.422363
	Iteration 27Q: 3 clusters Score -4169286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4169288.750000 Penalty: 5103.422363
	Iteration 28Q: 3 clusters Score -4169289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4169285.500000 Penalty: 5103.422363
	Iteration 29Q: 3 clusters Score -4169286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4169285.500000 Penalty: 5103.422363
	Iteration 30F: 3 clusters Score -4169286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100172.023438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100667.234375 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100667.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101072.445312 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -101072.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -101293.156250 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -101293.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -101407.859375 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -101407.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -101477.960938 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -101478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101543.320312 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -101543.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -101610.968750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -101643.367188 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101643.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -101670.843750 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101670.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -101688.625000 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -101706.898438 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -101716.640625 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -101716.640625 Penalty: 3333.229248
	Iteration 13F: 3 clusters Score -101716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Entering Unmasked Estep 
Score: -2772333.750000 Penalty: 2450.116455
	Iteration 0F: 2 clusters Score -2772334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2758619.000000 Penalty: 4900.232910
	Iteration 0F: 3 clusters Score -2758619 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2763706.750000 Penalty: 4900.232910
	Iteration 1F: 3 clusters Score -2763707 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2764496.250000 Penalty: 4900.232910
	Iteration 2F: 3 clusters Score -2764496 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2765338.500000 Penalty: 4900.232910
	Iteration 3F: 3 clusters Score -2765338 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2766238.500000 Penalty: 4900.232910
	Iteration 4F: 3 clusters Score -2766238 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2767258.750000 Penalty: 4900.232910
	Iteration 5F: 3 clusters Score -2767259 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2768285.500000 Penalty: 4900.232910
	Iteration 6F: 3 clusters Score -2768286 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2769151.000000 Penalty: 4900.232910
	Iteration 7F: 3 clusters Score -2769151 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2769743.500000 Penalty: 4900.232910
	Iteration 8Q: 3 clusters Score -2769744 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2770145.500000 Penalty: 4900.232910
	Iteration 9Q: 3 clusters Score -2770146 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2770421.250000 Penalty: 4900.232910
	Iteration 10Q: 3 clusters Score -2770421 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2770620.500000 Penalty: 4900.232910
	Iteration 11Q: 3 clusters Score -2770620 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2770769.500000 Penalty: 4900.232910
	Iteration 12Q: 3 clusters Score -2770770 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2770903.250000 Penalty: 4900.232910
	Iteration 13Q: 3 clusters Score -2770903 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2770993.750000 Penalty: 4900.232910
	Iteration 14Q: 3 clusters Score -2770994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2771071.500000 Penalty: 4900.232910
	Iteration 15Q: 3 clusters Score -2771072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2771121.500000 Penalty: 4900.232910
	Iteration 16Q: 3 clusters Score -2771122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2771162.000000 Penalty: 4900.232910
	Iteration 17Q: 3 clusters Score -2771162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2771193.500000 Penalty: 4900.232910
	Iteration 18Q: 3 clusters Score -2771194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2771212.750000 Penalty: 4900.232910
	Iteration 19Q: 3 clusters Score -2771213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2771236.500000 Penalty: 4900.232910
	Iteration 20F: 3 clusters Score -2771236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2771250.500000 Penalty: 4900.232910
	Iteration 21Q: 3 clusters Score -2771250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2771259.750000 Penalty: 4900.232910
	Iteration 22Q: 3 clusters Score -2771260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2771269.500000 Penalty: 4900.232910
	Iteration 23Q: 3 clusters Score -2771270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2771278.750000 Penalty: 4900.232910
	Iteration 24Q: 3 clusters Score -2771279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -2771282.250000 Penalty: 4900.232910
	Iteration 25Q: 3 clusters Score -2771282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2771285.000000 Penalty: 4900.232910
	Iteration 26Q: 3 clusters Score -2771285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2771289.750000 Penalty: 4900.232910
	Iteration 27Q: 3 clusters Score -2771290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -2771291.500000 Penalty: 4900.232910
	Iteration 28Q: 3 clusters Score -2771292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -2771292.500000 Penalty: 4900.232910
	Iteration 29Q: 3 clusters Score -2771292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2771300.500000 Penalty: 4900.232910
	Iteration 30Q: 3 clusters Score -2771300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2771305.000000 Penalty: 4900.232910
	Iteration 31Q: 3 clusters Score -2771305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2771310.250000 Penalty: 4900.232910
	Iteration 32Q: 3 clusters Score -2771310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2771308.500000 Penalty: 4900.232910
	Iteration 33Q: 3 clusters Score -2771308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2771308.500000 Penalty: 4900.232910
	Iteration 34F: 3 clusters Score -2771308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -240614.359375 Penalty: 1861.634766
	Iteration 0F: 2 clusters Score -240614.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -238180.296875 Penalty: 3723.269531
	Iteration 0F: 3 clusters Score -238180.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -238621.406250 Penalty: 3723.269531
	Iteration 1F: 3 clusters Score -238621.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -238869.093750 Penalty: 3723.269531
	Iteration 2F: 3 clusters Score -238869.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -239180.515625 Penalty: 3723.269531
	Iteration 3F: 3 clusters Score -239180.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -239397.656250 Penalty: 3723.269531
	Iteration 4F: 3 clusters Score -239397.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -239563.437500 Penalty: 3723.269531
	Iteration 5F: 3 clusters Score -239563.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -239702.734375 Penalty: 3723.269531
	Iteration 6Q: 3 clusters Score -239702.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -239840.718750 Penalty: 3723.269531
	Iteration 7Q: 3 clusters Score -239840.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -240028.390625 Penalty: 3723.269531
	Iteration 8Q: 3 clusters Score -240028.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -240322.406250 Penalty: 3723.269531
	Iteration 9Q: 3 clusters Score -240322.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -240651.406250 Penalty: 3723.269531
	Iteration 10Q: 3 clusters Score -240651.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -240832.156250 Penalty: 3723.269531
	Iteration 11Q: 3 clusters Score -240832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -240866.531250 Penalty: 3723.269531
	Iteration 12Q: 3 clusters Score -240866.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -240890.250000 Penalty: 3723.269531
	Iteration 13Q: 3 clusters Score -240890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240895.406250 Penalty: 3723.269531
	Iteration 14Q: 3 clusters Score -240895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240897.250000 Penalty: 3723.269531
	Iteration 15Q: 3 clusters Score -240897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -240903.078125 Penalty: 3723.269531
	Iteration 16F: 3 clusters Score -240903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -240925.687500 Penalty: 3723.269531
	Iteration 17Q: 3 clusters Score -240925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -240928.734375 Penalty: 3723.269531
	Iteration 18Q: 3 clusters Score -240928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -240928.734375 Penalty: 3723.269531
	Iteration 19F: 3 clusters Score -240928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 99912 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156278 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27498 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 96309 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19526 members 
Mstep: Class 16 contains 469 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
Score: -84927904.000000 Penalty: 66121.062500
Splitting cluster 16 changes total score from -84929024.000000 to -84927904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -265188.593750 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -265188.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -262582.062500 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -262582.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -263038.062500 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -263038.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -263157.375000 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -263157.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -263228.312500 Penalty: 3748.506348
	Iteration 3Q: 3 clusters Score -263228.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -263273.906250 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -263273.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -263303.562500 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -263303.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263328.281250 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -263328.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -263342.531250 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -263342.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -263356.625000 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -263356.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -263367.437500 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -263367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -263376.468750 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -263376.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -263384.750000 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -263384.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263388.937500 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -263388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -263393.281250 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -263393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -263395.250000 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -263395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -263396.781250 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -263396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -263397.250000 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -263397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263397.343750 Penalty: 3748.506348
	Iteration 17Q: 3 clusters Score -263397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -263397.343750 Penalty: 3748.506348
	Iteration 18F: 3 clusters Score -263397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 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 135 members 
Entering Unmasked Estep 
Score: -34108.984375 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34108.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34221.445312 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34221.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34265.101562 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34265.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34285.507812 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34285.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34298.242188 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34298.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34303.082031 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -34303.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34303.082031 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -34303.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117670.398438 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117670.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118086.875000 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118086.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118364.398438 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118364.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118607.617188 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -118607.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118855.109375 Penalty: 3408.061279
	Iteration 4F: 3 clusters Score -118855.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -119035.296875 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -119035.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119257.859375 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -119257.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119815.070312 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -119815.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120336.515625 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -120336.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120369.890625 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -120369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120377.882812 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -120377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120383.148438 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -120383.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120385.976562 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -120386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120385.976562 Penalty: 3408.061279
	Iteration 13F: 3 clusters Score -120386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 99912 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156278 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27498 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 96309 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19526 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
Score: -84928248.000000 Penalty: 66121.062500
Splitting cluster 20 changes total score from -84929024.000000 to -84928248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Entering Unmasked Estep 
Score: -3109590.250000 Penalty: 2479.340820
	Iteration 0F: 2 clusters Score -3109590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3094152.500000 Penalty: 4958.681641
	Iteration 0F: 3 clusters Score -3094152 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -3099365.250000 Penalty: 4958.681641
	Iteration 1F: 3 clusters Score -3099365 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3099753.750000 Penalty: 4958.681641
	Iteration 2F: 3 clusters Score -3099754 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3100050.750000 Penalty: 4958.681641
	Iteration 3Q: 3 clusters Score -3100051 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3100334.500000 Penalty: 4958.681641
	Iteration 4Q: 3 clusters Score -3100334 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3100618.000000 Penalty: 4958.681641
	Iteration 5Q: 3 clusters Score -3100618 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3100900.250000 Penalty: 4958.681641
	Iteration 6Q: 3 clusters Score -3100900 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3101271.250000 Penalty: 4958.681641
	Iteration 7Q: 3 clusters Score -3101271 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3101786.250000 Penalty: 4958.681641
	Iteration 8Q: 3 clusters Score -3101786 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -3102495.250000 Penalty: 4958.681641
	Iteration 9F: 3 clusters Score -3102495 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -3103476.000000 Penalty: 4958.681641
	Iteration 10F: 3 clusters Score -3103476 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3104657.750000 Penalty: 4958.681641
	Iteration 11F: 3 clusters Score -3104658 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3105576.750000 Penalty: 4958.681641
	Iteration 12Q: 3 clusters Score -3105577 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3106322.250000 Penalty: 4958.681641
	Iteration 13Q: 3 clusters Score -3106322 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -3106882.750000 Penalty: 4958.681641
	Iteration 14Q: 3 clusters Score -3106883 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3107184.750000 Penalty: 4958.681641
	Iteration 15Q: 3 clusters Score -3107185 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -3107352.750000 Penalty: 4958.681641
	Iteration 16Q: 3 clusters Score -3107353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -3107435.750000 Penalty: 4958.681641
	Iteration 17Q: 3 clusters Score -3107436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -3107517.250000 Penalty: 4958.681641
	Iteration 18Q: 3 clusters Score -3107517 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -3107557.250000 Penalty: 4958.681641
	Iteration 19Q: 3 clusters Score -3107557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -3107584.500000 Penalty: 4958.681641
	Iteration 20F: 3 clusters Score -3107584 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3107609.000000 Penalty: 4958.681641
	Iteration 21Q: 3 clusters Score -3107609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3107614.750000 Penalty: 4958.681641
	Iteration 22Q: 3 clusters Score -3107615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3107627.250000 Penalty: 4958.681641
	Iteration 23Q: 3 clusters Score -3107627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3107641.750000 Penalty: 4958.681641
	Iteration 24Q: 3 clusters Score -3107642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3107650.250000 Penalty: 4958.681641
	Iteration 25Q: 3 clusters Score -3107650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3107649.000000 Penalty: 4958.681641
	Iteration 26Q: 3 clusters Score -3107649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3107657.750000 Penalty: 4958.681641
	Iteration 27Q: 3 clusters Score -3107658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3107663.250000 Penalty: 4958.681641
	Iteration 28Q: 3 clusters Score -3107663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3107671.750000 Penalty: 4958.681641
	Iteration 29Q: 3 clusters Score -3107672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3107681.500000 Penalty: 4958.681641
	Iteration 30Q: 3 clusters Score -3107682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3107685.750000 Penalty: 4958.681641
	Iteration 31Q: 3 clusters Score -3107686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3107691.250000 Penalty: 4958.681641
	Iteration 32Q: 3 clusters Score -3107691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3107696.000000 Penalty: 4958.681641
	Iteration 33Q: 3 clusters Score -3107696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3107700.750000 Penalty: 4958.681641
	Iteration 34Q: 3 clusters Score -3107701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3107710.250000 Penalty: 4958.681641
	Iteration 35Q: 3 clusters Score -3107710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -3107712.250000 Penalty: 4958.681641
	Iteration 36Q: 3 clusters Score -3107712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3107716.000000 Penalty: 4958.681641
	Iteration 37Q: 3 clusters Score -3107716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3107713.500000 Penalty: 4958.681641
	Iteration 38Q: 3 clusters Score -3107714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -3107715.250000 Penalty: 4958.681641
	Iteration 39Q: 3 clusters Score -3107715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3107720.750000 Penalty: 4958.681641
	Iteration 40F: 3 clusters Score -3107721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -3107721.000000 Penalty: 4958.681641
	Iteration 41Q: 3 clusters Score -3107721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3107721.000000 Penalty: 4958.681641
	Iteration 42Q: 3 clusters Score -3107721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3107721.000000 Penalty: 4958.681641
	Iteration 43F: 3 clusters Score -3107721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Entering Unmasked Estep 
Score: -1724319.125000 Penalty: 2332.929932
	Iteration 0F: 2 clusters Score -1724319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1715185.000000 Penalty: 4665.859863
	Iteration 0F: 3 clusters Score -1715185 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1718039.500000 Penalty: 4665.859863
	Iteration 1F: 3 clusters Score -1718040 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1718422.000000 Penalty: 4665.859863
	Iteration 2F: 3 clusters Score -1718422 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1718697.500000 Penalty: 4665.859863
	Iteration 3F: 3 clusters Score -1718698 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1718945.500000 Penalty: 4665.859863
	Iteration 4Q: 3 clusters Score -1718946 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1719192.750000 Penalty: 4665.859863
	Iteration 5Q: 3 clusters Score -1719193 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1719484.500000 Penalty: 4665.859863
	Iteration 6Q: 3 clusters Score -1719484 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1719818.875000 Penalty: 4665.859863
	Iteration 7Q: 3 clusters Score -1719819 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1720182.000000 Penalty: 4665.859863
	Iteration 8Q: 3 clusters Score -1720182 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1720605.750000 Penalty: 4665.859863
	Iteration 9Q: 3 clusters Score -1720606 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1721061.500000 Penalty: 4665.859863
	Iteration 10Q: 3 clusters Score -1721062 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1721496.625000 Penalty: 4665.859863
	Iteration 11Q: 3 clusters Score -1721497 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1721833.125000 Penalty: 4665.859863
	Iteration 12Q: 3 clusters Score -1721833 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1722055.750000 Penalty: 4665.859863
	Iteration 13Q: 3 clusters Score -1722056 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1722174.875000 Penalty: 4665.859863
	Iteration 14Q: 3 clusters Score -1722175 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1722238.125000 Penalty: 4665.859863
	Iteration 15Q: 3 clusters Score -1722238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1722290.875000 Penalty: 4665.859863
	Iteration 16Q: 3 clusters Score -1722291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1722316.750000 Penalty: 4665.859863
	Iteration 17Q: 3 clusters Score -1722317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1722330.750000 Penalty: 4665.859863
	Iteration 18Q: 3 clusters Score -1722331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1722345.875000 Penalty: 4665.859863
	Iteration 19Q: 3 clusters Score -1722346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1722355.750000 Penalty: 4665.859863
	Iteration 20F: 3 clusters Score -1722356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1722363.500000 Penalty: 4665.859863
	Iteration 21Q: 3 clusters Score -1722364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1722368.750000 Penalty: 4665.859863
	Iteration 22Q: 3 clusters Score -1722369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1722378.250000 Penalty: 4665.859863
	Iteration 23Q: 3 clusters Score -1722378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1722379.375000 Penalty: 4665.859863
	Iteration 24Q: 3 clusters Score -1722379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1722381.250000 Penalty: 4665.859863
	Iteration 25Q: 3 clusters Score -1722381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1722384.125000 Penalty: 4665.859863
	Iteration 26Q: 3 clusters Score -1722384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1722384.000000 Penalty: 4665.859863
	Iteration 27Q: 3 clusters Score -1722384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1722383.625000 Penalty: 4665.859863
	Iteration 28Q: 3 clusters Score -1722384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1722383.625000 Penalty: 4665.859863
	Iteration 29F: 3 clusters Score -1722384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 99912 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156278 members 
Mstep: Class 5 contains 9290 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27498 members 
Mstep: Class 8 contains 16332 members 
Mstep: Class 9 contains 96309 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19526 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929080.000000 Penalty: 62815.007812
Iteration 159Q: 20 clusters Score -8.492908e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118843 members 
Mstep: Class 2 contains 99888 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156242 members 
Mstep: Class 5 contains 9282 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27492 members 
Mstep: Class 8 contains 16328 members 
Mstep: Class 9 contains 96312 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29410 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19519 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21966 members 
Mstep: Class 24 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929000.000000 Penalty: 62815.007812
Iteration 160F: 20 clusters Score -8.4929e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 99848 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156221 members 
Mstep: Class 5 contains 9281 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27487 members 
Mstep: Class 8 contains 16327 members 
Mstep: Class 9 contains 96317 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29412 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19508 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21966 members 
Mstep: Class 24 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929048.000000 Penalty: 62815.007812
Iteration 161Q: 20 clusters Score -8.492905e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 99831 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156179 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27483 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 96315 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29408 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19504 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21965 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 162Q: 20 clusters Score -8.492898e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119069 members 
Mstep: Class 2 contains 99800 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156153 members 
Mstep: Class 5 contains 9269 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27481 members 
Mstep: Class 8 contains 16326 members 
Mstep: Class 9 contains 96335 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19495 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21962 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928816.000000 Penalty: 62815.007812
Iteration 163Q: 20 clusters Score -8.492882e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 99767 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156117 members 
Mstep: Class 5 contains 9257 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27475 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96352 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29393 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19490 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21970 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928944.000000 Penalty: 62815.007812
Iteration 164Q: 20 clusters Score -8.492894e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119223 members 
Mstep: Class 2 contains 99730 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156089 members 
Mstep: Class 5 contains 9249 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27469 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96367 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29389 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19485 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21970 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928912.000000 Penalty: 62815.007812
Iteration 165Q: 20 clusters Score -8.492891e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 99713 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156040 members 
Mstep: Class 5 contains 9239 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27466 members 
Mstep: Class 8 contains 16327 members 
Mstep: Class 9 contains 96380 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29386 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19483 members 
Mstep: Class 16 contains 1819 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21972 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928920.000000 Penalty: 62815.007812
Iteration 166Q: 20 clusters Score -8.492892e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 99711 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 156007 members 
Mstep: Class 5 contains 9229 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27463 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 96393 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29384 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19475 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21977 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928872.000000 Penalty: 62815.007812
Iteration 167Q: 20 clusters Score -8.492887e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 99706 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155961 members 
Mstep: Class 5 contains 9218 members 
Mstep: Class 6 contains 1951 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 16325 members 
Mstep: Class 9 contains 96406 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29380 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21976 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928848.000000 Penalty: 62815.007812
Iteration 168Q: 20 clusters Score -8.492885e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119466 members 
Mstep: Class 2 contains 99691 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155933 members 
Mstep: Class 5 contains 9203 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27460 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 96411 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19464 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21969 members 
Mstep: Class 24 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928880.000000 Penalty: 62815.007812
Iteration 169Q: 20 clusters Score -8.492888e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119524 members 
Mstep: Class 2 contains 99674 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155910 members 
Mstep: Class 5 contains 9184 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27454 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96425 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21966 members 
Mstep: Class 24 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928792.000000 Penalty: 62815.007812
Iteration 170Q: 20 clusters Score -8.492879e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119582 members 
Mstep: Class 2 contains 99640 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155884 members 
Mstep: Class 5 contains 9164 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27455 members 
Mstep: Class 8 contains 16324 members 
Mstep: Class 9 contains 96441 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19461 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928808.000000 Penalty: 62815.007812
Iteration 171Q: 20 clusters Score -8.492881e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119622 members 
Mstep: Class 2 contains 99647 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155848 members 
Mstep: Class 5 contains 9145 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27452 members 
Mstep: Class 8 contains 16323 members 
Mstep: Class 9 contains 96465 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21961 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928736.000000 Penalty: 62815.007812
Iteration 172Q: 20 clusters Score -8.492874e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 99634 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155822 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27452 members 
Mstep: Class 8 contains 16319 members 
Mstep: Class 9 contains 96491 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19469 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21961 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928792.000000 Penalty: 62815.007812
Iteration 173Q: 20 clusters Score -8.492879e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119686 members 
Mstep: Class 2 contains 99618 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155809 members 
Mstep: Class 5 contains 9112 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27448 members 
Mstep: Class 8 contains 16316 members 
Mstep: Class 9 contains 96517 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19469 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21966 members 
Mstep: Class 24 contains 12162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 174Q: 20 clusters Score -8.492889e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119730 members 
Mstep: Class 2 contains 99566 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155829 members 
Mstep: Class 5 contains 9091 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27444 members 
Mstep: Class 8 contains 16312 members 
Mstep: Class 9 contains 96540 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21963 members 
Mstep: Class 24 contains 12161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928760.000000 Penalty: 62815.007812
Iteration 175Q: 20 clusters Score -8.492876e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 99540 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155815 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27445 members 
Mstep: Class 8 contains 16306 members 
Mstep: Class 9 contains 96569 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29350 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19468 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21954 members 
Mstep: Class 24 contains 12161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928856.000000 Penalty: 62815.007812
Iteration 176Q: 20 clusters Score -8.492886e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119806 members 
Mstep: Class 2 contains 99494 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155835 members 
Mstep: Class 5 contains 9058 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27441 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 96593 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21951 members 
Mstep: Class 24 contains 12160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928896.000000 Penalty: 62815.007812
Iteration 177Q: 20 clusters Score -8.49289e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119840 members 
Mstep: Class 2 contains 99475 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155826 members 
Mstep: Class 5 contains 9041 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27434 members 
Mstep: Class 8 contains 16298 members 
Mstep: Class 9 contains 96611 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29352 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19467 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21950 members 
Mstep: Class 24 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 178Q: 20 clusters Score -8.492889e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119876 members 
Mstep: Class 2 contains 99469 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155810 members 
Mstep: Class 5 contains 9025 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27428 members 
Mstep: Class 8 contains 16291 members 
Mstep: Class 9 contains 96620 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19465 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21950 members 
Mstep: Class 24 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928896.000000 Penalty: 62815.007812
Iteration 179Q: 20 clusters Score -8.49289e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119913 members 
Mstep: Class 2 contains 99462 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155788 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27427 members 
Mstep: Class 8 contains 16282 members 
Mstep: Class 9 contains 96632 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19466 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21949 members 
Mstep: Class 24 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928936.000000 Penalty: 62815.007812
Iteration 180F: 20 clusters Score -8.492894e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119946 members 
Mstep: Class 2 contains 99445 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155777 members 
Mstep: Class 5 contains 9004 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 16274 members 
Mstep: Class 9 contains 96638 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21953 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928976.000000 Penalty: 62815.007812
Iteration 181Q: 20 clusters Score -8.492898e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119987 members 
Mstep: Class 2 contains 99417 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155778 members 
Mstep: Class 5 contains 8990 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27429 members 
Mstep: Class 8 contains 16264 members 
Mstep: Class 9 contains 96647 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19456 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21957 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928992.000000 Penalty: 62815.007812
Iteration 182Q: 20 clusters Score -8.492899e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120012 members 
Mstep: Class 2 contains 99411 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155763 members 
Mstep: Class 5 contains 8979 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27434 members 
Mstep: Class 8 contains 16262 members 
Mstep: Class 9 contains 96643 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21963 members 
Mstep: Class 24 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928952.000000 Penalty: 62815.007812
Iteration 183Q: 20 clusters Score -8.492895e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120037 members 
Mstep: Class 2 contains 99403 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155756 members 
Mstep: Class 5 contains 8969 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27436 members 
Mstep: Class 8 contains 16264 members 
Mstep: Class 9 contains 96639 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19450 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21965 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928960.000000 Penalty: 62815.007812
Iteration 184Q: 20 clusters Score -8.492896e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120070 members 
Mstep: Class 2 contains 99407 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155740 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27434 members 
Mstep: Class 8 contains 16263 members 
Mstep: Class 9 contains 96625 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19448 members 
Mstep: Class 16 contains 1821 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21968 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929000.000000 Penalty: 62815.007812
Iteration 185Q: 20 clusters Score -8.4929e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 99420 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155722 members 
Mstep: Class 5 contains 8947 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27432 members 
Mstep: Class 8 contains 16258 members 
Mstep: Class 9 contains 96622 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21975 members 
Mstep: Class 24 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929048.000000 Penalty: 62815.007812
Iteration 186Q: 20 clusters Score -8.492905e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 99429 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155702 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27429 members 
Mstep: Class 8 contains 16249 members 
Mstep: Class 9 contains 96624 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29367 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 1818 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21980 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929184.000000 Penalty: 62815.007812
Iteration 187Q: 20 clusters Score -8.492918e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120137 members 
Mstep: Class 2 contains 99433 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155675 members 
Mstep: Class 5 contains 8939 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27428 members 
Mstep: Class 8 contains 16244 members 
Mstep: Class 9 contains 96638 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19441 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21985 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929264.000000 Penalty: 62815.007812
Iteration 188Q: 20 clusters Score -8.492926e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 99436 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155646 members 
Mstep: Class 5 contains 8932 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27429 members 
Mstep: Class 8 contains 16235 members 
Mstep: Class 9 contains 96647 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29374 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19434 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21989 members 
Mstep: Class 24 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929256.000000 Penalty: 62815.007812
Iteration 189Q: 20 clusters Score -8.492926e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 99415 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155643 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27431 members 
Mstep: Class 8 contains 16231 members 
Mstep: Class 9 contains 96661 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29374 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19422 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21991 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929320.000000 Penalty: 62815.007812
Iteration 190Q: 20 clusters Score -8.492932e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120236 members 
Mstep: Class 2 contains 99405 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155610 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27431 members 
Mstep: Class 8 contains 16226 members 
Mstep: Class 9 contains 96674 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19415 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21994 members 
Mstep: Class 24 contains 12178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929288.000000 Penalty: 62815.007812
Iteration 191Q: 20 clusters Score -8.492929e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120266 members 
Mstep: Class 2 contains 99382 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155605 members 
Mstep: Class 5 contains 8921 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 16227 members 
Mstep: Class 9 contains 96683 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19411 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21993 members 
Mstep: Class 24 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929296.000000 Penalty: 62815.007812
Iteration 192Q: 20 clusters Score -8.49293e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 99362 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155586 members 
Mstep: Class 5 contains 8918 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27425 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 96687 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19403 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21994 members 
Mstep: Class 24 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929320.000000 Penalty: 62815.007812
Iteration 193Q: 20 clusters Score -8.492932e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 99363 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155571 members 
Mstep: Class 5 contains 8910 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27419 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 96692 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19391 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1917 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21997 members 
Mstep: Class 24 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929312.000000 Penalty: 62815.007812
Iteration 194Q: 20 clusters Score -8.492931e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120370 members 
Mstep: Class 2 contains 99359 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155583 members 
Mstep: Class 5 contains 8900 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27412 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 9 contains 96688 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29364 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19379 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21998 members 
Mstep: Class 24 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929256.000000 Penalty: 62815.007812
Iteration 195Q: 20 clusters Score -8.492926e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 99363 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155571 members 
Mstep: Class 5 contains 8892 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27410 members 
Mstep: Class 8 contains 16230 members 
Mstep: Class 9 contains 96684 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19374 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 21999 members 
Mstep: Class 24 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929296.000000 Penalty: 62815.007812
Iteration 196Q: 20 clusters Score -8.49293e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120424 members 
Mstep: Class 2 contains 99394 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155532 members 
Mstep: Class 5 contains 8884 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27404 members 
Mstep: Class 8 contains 16231 members 
Mstep: Class 9 contains 96684 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19370 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22001 members 
Mstep: Class 24 contains 12189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929256.000000 Penalty: 62815.007812
Iteration 197Q: 20 clusters Score -8.492926e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 99408 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155508 members 
Mstep: Class 5 contains 8878 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27407 members 
Mstep: Class 8 contains 16228 members 
Mstep: Class 9 contains 96685 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19365 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22000 members 
Mstep: Class 24 contains 12187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929232.000000 Penalty: 62815.007812
Iteration 198Q: 20 clusters Score -8.492923e+07 nChanged 192
Entering ConstructFrom: 
Score: -84929232.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (120457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120457 members 
Entering Unmasked Estep 
Score: -16877584.000000 Penalty: 2901.364014
	Iteration 0F: 2 clusters Score -1.687758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -16799826.000000 Penalty: 5802.728027
	Iteration 0F: 3 clusters Score -1.679983e+07 nChanged 57353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61493 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -16833096.000000 Penalty: 5802.728027
	Iteration 1F: 3 clusters Score -1.68331e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -16834120.000000 Penalty: 5802.728027
	Iteration 2Q: 3 clusters Score -1.683412e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63843 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -16835174.000000 Penalty: 5802.728027
	Iteration 3Q: 3 clusters Score -1.683517e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -16836584.000000 Penalty: 5802.728027
	Iteration 4Q: 3 clusters Score -1.683658e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -16838468.000000 Penalty: 5802.728027
	Iteration 5Q: 3 clusters Score -1.683847e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73148 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -16841374.000000 Penalty: 5802.728027
	Iteration 6Q: 3 clusters Score -1.684137e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78611 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -16845508.000000 Penalty: 5802.728027
	Iteration 7F: 3 clusters Score -1.684551e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -16851100.000000 Penalty: 5802.728027
	Iteration 8F: 3 clusters Score -1.68511e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91120 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -16857198.000000 Penalty: 5802.728027
	Iteration 9F: 3 clusters Score -1.68572e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -16862062.000000 Penalty: 5802.728027
	Iteration 10F: 3 clusters Score -1.686206e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99232 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -16865136.000000 Penalty: 5802.728027
	Iteration 11Q: 3 clusters Score -1.686514e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101643 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -16866826.000000 Penalty: 5802.728027
	Iteration 12Q: 3 clusters Score -1.686683e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -16867836.000000 Penalty: 5802.728027
	Iteration 13Q: 3 clusters Score -1.686784e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105632 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -16868650.000000 Penalty: 5802.728027
	Iteration 14Q: 3 clusters Score -1.686865e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -16869370.000000 Penalty: 5802.728027
	Iteration 15Q: 3 clusters Score -1.686937e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -16869934.000000 Penalty: 5802.728027
	Iteration 16Q: 3 clusters Score -1.686993e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110353 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -16870502.000000 Penalty: 5802.728027
	Iteration 17Q: 3 clusters Score -1.68705e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111661 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -16871018.000000 Penalty: 5802.728027
	Iteration 18Q: 3 clusters Score -1.687102e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -16871518.000000 Penalty: 5802.728027
	Iteration 19Q: 3 clusters Score -1.687152e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113877 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -16872042.000000 Penalty: 5802.728027
	Iteration 20F: 3 clusters Score -1.687204e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -16872472.000000 Penalty: 5802.728027
	Iteration 21Q: 3 clusters Score -1.687247e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115560 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -16872842.000000 Penalty: 5802.728027
	Iteration 22Q: 3 clusters Score -1.687284e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116217 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -16873174.000000 Penalty: 5802.728027
	Iteration 23Q: 3 clusters Score -1.687317e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -16873418.000000 Penalty: 5802.728027
	Iteration 24Q: 3 clusters Score -1.687342e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117206 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -16873660.000000 Penalty: 5802.728027
	Iteration 25Q: 3 clusters Score -1.687366e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117562 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -16873852.000000 Penalty: 5802.728027
	Iteration 26Q: 3 clusters Score -1.687385e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117848 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -16874030.000000 Penalty: 5802.728027
	Iteration 27Q: 3 clusters Score -1.687403e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118112 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -16874164.000000 Penalty: 5802.728027
	Iteration 28Q: 3 clusters Score -1.687416e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -16874290.000000 Penalty: 5802.728027
	Iteration 29Q: 3 clusters Score -1.687429e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118504 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -16874388.000000 Penalty: 5802.728027
	Iteration 30Q: 3 clusters Score -1.687439e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118656 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16874474.000000 Penalty: 5802.728027
	Iteration 31Q: 3 clusters Score -1.687447e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118773 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -16874550.000000 Penalty: 5802.728027
	Iteration 32Q: 3 clusters Score -1.687455e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -16874616.000000 Penalty: 5802.728027
	Iteration 33Q: 3 clusters Score -1.687462e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -16874686.000000 Penalty: 5802.728027
	Iteration 34Q: 3 clusters Score -1.687469e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119058 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -16874744.000000 Penalty: 5802.728027
	Iteration 35Q: 3 clusters Score -1.687474e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119129 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -16874788.000000 Penalty: 5802.728027
	Iteration 36Q: 3 clusters Score -1.687479e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16874792.000000 Penalty: 5802.728027
	Iteration 37Q: 3 clusters Score -1.687479e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -16874848.000000 Penalty: 5802.728027
	Iteration 38Q: 3 clusters Score -1.687485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -16874866.000000 Penalty: 5802.728027
	Iteration 39Q: 3 clusters Score -1.687487e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119290 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -16874880.000000 Penalty: 5802.728027
	Iteration 40F: 3 clusters Score -1.687488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119316 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -16874924.000000 Penalty: 5802.728027
	Iteration 41Q: 3 clusters Score -1.687492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119352 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -16874968.000000 Penalty: 5802.728027
	Iteration 42Q: 3 clusters Score -1.687497e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -16874970.000000 Penalty: 5802.728027
	Iteration 43Q: 3 clusters Score -1.687497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119404 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16874982.000000 Penalty: 5802.728027
	Iteration 44Q: 3 clusters Score -1.687498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -16875008.000000 Penalty: 5802.728027
	Iteration 45Q: 3 clusters Score -1.687501e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119454 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -16875016.000000 Penalty: 5802.728027
	Iteration 46Q: 3 clusters Score -1.687502e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119471 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16875028.000000 Penalty: 5802.728027
	Iteration 47Q: 3 clusters Score -1.687503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119490 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -16875034.000000 Penalty: 5802.728027
	Iteration 48Q: 3 clusters Score -1.687503e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119507 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -16875066.000000 Penalty: 5802.728027
	Iteration 49Q: 3 clusters Score -1.687507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119525 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -16875078.000000 Penalty: 5802.728027
	Iteration 50Q: 3 clusters Score -1.687508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119543 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -16875092.000000 Penalty: 5802.728027
	Iteration 51Q: 3 clusters Score -1.687509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -16875116.000000 Penalty: 5802.728027
	Iteration 52Q: 3 clusters Score -1.687512e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119579 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -16875138.000000 Penalty: 5802.728027
	Iteration 53Q: 3 clusters Score -1.687514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119604 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -16875166.000000 Penalty: 5802.728027
	Iteration 54Q: 3 clusters Score -1.687517e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119626 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16875202.000000 Penalty: 5802.728027
	Iteration 55Q: 3 clusters Score -1.68752e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119639 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16875230.000000 Penalty: 5802.728027
	Iteration 56Q: 3 clusters Score -1.687523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119637 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -16875226.000000 Penalty: 5802.728027
	Iteration 57Q: 3 clusters Score -1.687523e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119644 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -16875240.000000 Penalty: 5802.728027
	Iteration 58Q: 3 clusters Score -1.687524e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16875240.000000 Penalty: 5802.728027
	Iteration 59Q: 3 clusters Score -1.687524e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119659 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -16875252.000000 Penalty: 5802.728027
	Iteration 60F: 3 clusters Score -1.687525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119662 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -16875246.000000 Penalty: 5802.728027
	Iteration 61Q: 3 clusters Score -1.687525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119663 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -16875260.000000 Penalty: 5802.728027
	Iteration 62Q: 3 clusters Score -1.687526e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119668 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16875266.000000 Penalty: 5802.728027
	Iteration 63Q: 3 clusters Score -1.687527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119666 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -16875260.000000 Penalty: 5802.728027
	Iteration 64Q: 3 clusters Score -1.687526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16875270.000000 Penalty: 5802.728027
	Iteration 65Q: 3 clusters Score -1.687527e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16875292.000000 Penalty: 5802.728027
	Iteration 66Q: 3 clusters Score -1.687529e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16875308.000000 Penalty: 5802.728027
	Iteration 67Q: 3 clusters Score -1.687531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119678 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -16875310.000000 Penalty: 5802.728027
	Iteration 68Q: 3 clusters Score -1.687531e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119679 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16875320.000000 Penalty: 5802.728027
	Iteration 69Q: 3 clusters Score -1.687532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119676 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -16875328.000000 Penalty: 5802.728027
	Iteration 70Q: 3 clusters Score -1.687533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16875328.000000 Penalty: 5802.728027
	Iteration 71Q: 3 clusters Score -1.687533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119670 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -16875336.000000 Penalty: 5802.728027
	Iteration 72Q: 3 clusters Score -1.687534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119664 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -16875324.000000 Penalty: 5802.728027
	Iteration 73Q: 3 clusters Score -1.687532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16875326.000000 Penalty: 5802.728027
	Iteration 74Q: 3 clusters Score -1.687533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16875334.000000 Penalty: 5802.728027
	Iteration 75Q: 3 clusters Score -1.687533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16875330.000000 Penalty: 5802.728027
	Iteration 76Q: 3 clusters Score -1.687533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16875332.000000 Penalty: 5802.728027
	Iteration 77Q: 3 clusters Score -1.687533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16875348.000000 Penalty: 5802.728027
	Iteration 78Q: 3 clusters Score -1.687535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16875356.000000 Penalty: 5802.728027
	Iteration 79Q: 3 clusters Score -1.687536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16875354.000000 Penalty: 5802.728027
	Iteration 80F: 3 clusters Score -1.687535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119656 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -16875360.000000 Penalty: 5802.728027
	Iteration 81Q: 3 clusters Score -1.687536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16875356.000000 Penalty: 5802.728027
	Iteration 82Q: 3 clusters Score -1.687536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16875368.000000 Penalty: 5802.728027
	Iteration 83Q: 3 clusters Score -1.687537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16875362.000000 Penalty: 5802.728027
	Iteration 84Q: 3 clusters Score -1.687536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -16875368.000000 Penalty: 5802.728027
	Iteration 85Q: 3 clusters Score -1.687537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16875362.000000 Penalty: 5802.728027
	Iteration 86Q: 3 clusters Score -1.687536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -16875364.000000 Penalty: 5802.728027
	Iteration 87Q: 3 clusters Score -1.687536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -16875370.000000 Penalty: 5802.728027
	Iteration 88Q: 3 clusters Score -1.687537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119653 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -16875366.000000 Penalty: 5802.728027
	Iteration 89Q: 3 clusters Score -1.687537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16875364.000000 Penalty: 5802.728027
	Iteration 90Q: 3 clusters Score -1.687536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16875368.000000 Penalty: 5802.728027
	Iteration 91Q: 3 clusters Score -1.687537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119651 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16875368.000000 Penalty: 5802.728027
	Iteration 92F: 3 clusters Score -1.687537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99417 members 
Entering Unmasked Estep 
Score: -13925361.000000 Penalty: 2853.755371
	Iteration 0F: 2 clusters Score -1.392536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -13859552.000000 Penalty: 5707.510742
	Iteration 0F: 3 clusters Score -1.385955e+07 nChanged 47272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -13886114.000000 Penalty: 5707.510742
	Iteration 1F: 3 clusters Score -1.388611e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -13886875.000000 Penalty: 5707.510742
	Iteration 2Q: 3 clusters Score -1.388688e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -13887936.000000 Penalty: 5707.510742
	Iteration 3Q: 3 clusters Score -1.388794e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -13889239.000000 Penalty: 5707.510742
	Iteration 4Q: 3 clusters Score -1.388924e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -13891482.000000 Penalty: 5707.510742
	Iteration 5Q: 3 clusters Score -1.389148e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67562 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -13895458.000000 Penalty: 5707.510742
	Iteration 6F: 3 clusters Score -1.389546e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -13901217.000000 Penalty: 5707.510742
	Iteration 7F: 3 clusters Score -1.390122e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -13908058.000000 Penalty: 5707.510742
	Iteration 8F: 3 clusters Score -1.390806e+07 nChanged 6463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88505 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -13913985.000000 Penalty: 5707.510742
	Iteration 9F: 3 clusters Score -1.391398e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92834 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -13917981.000000 Penalty: 5707.510742
	Iteration 10Q: 3 clusters Score -1.391798e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -13920100.000000 Penalty: 5707.510742
	Iteration 11Q: 3 clusters Score -1.39201e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -13921238.000000 Penalty: 5707.510742
	Iteration 12Q: 3 clusters Score -1.392124e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13921913.000000 Penalty: 5707.510742
	Iteration 13Q: 3 clusters Score -1.392191e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98003 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -13922260.000000 Penalty: 5707.510742
	Iteration 14Q: 3 clusters Score -1.392226e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98265 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13922462.000000 Penalty: 5707.510742
	Iteration 15Q: 3 clusters Score -1.392246e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -13922604.000000 Penalty: 5707.510742
	Iteration 16Q: 3 clusters Score -1.39226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -13922686.000000 Penalty: 5707.510742
	Iteration 17Q: 3 clusters Score -1.392269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13922749.000000 Penalty: 5707.510742
	Iteration 18Q: 3 clusters Score -1.392275e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98645 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -13922772.000000 Penalty: 5707.510742
	Iteration 19Q: 3 clusters Score -1.392277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13922808.000000 Penalty: 5707.510742
	Iteration 20F: 3 clusters Score -1.392281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13922832.000000 Penalty: 5707.510742
	Iteration 21Q: 3 clusters Score -1.392283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98727 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13922855.000000 Penalty: 5707.510742
	Iteration 22Q: 3 clusters Score -1.392286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13922896.000000 Penalty: 5707.510742
	Iteration 23Q: 3 clusters Score -1.39229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13922909.000000 Penalty: 5707.510742
	Iteration 24Q: 3 clusters Score -1.392291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98774 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13922912.000000 Penalty: 5707.510742
	Iteration 25Q: 3 clusters Score -1.392291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13922920.000000 Penalty: 5707.510742
	Iteration 26Q: 3 clusters Score -1.392292e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13922945.000000 Penalty: 5707.510742
	Iteration 27Q: 3 clusters Score -1.392294e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98793 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13922942.000000 Penalty: 5707.510742
	Iteration 28Q: 3 clusters Score -1.392294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13922946.000000 Penalty: 5707.510742
	Iteration 29Q: 3 clusters Score -1.392295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -13922946.000000 Penalty: 5707.510742
	Iteration 30Q: 3 clusters Score -1.392295e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13922939.000000 Penalty: 5707.510742
	Iteration 31Q: 3 clusters Score -1.392294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -13922959.000000 Penalty: 5707.510742
	Iteration 32Q: 3 clusters Score -1.392296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98814 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13922954.000000 Penalty: 5707.510742
	Iteration 33Q: 3 clusters Score -1.392295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13922956.000000 Penalty: 5707.510742
	Iteration 34Q: 3 clusters Score -1.392296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98818 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13922959.000000 Penalty: 5707.510742
	Iteration 35Q: 3 clusters Score -1.392296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13922963.000000 Penalty: 5707.510742
	Iteration 36Q: 3 clusters Score -1.392296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98832 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -13922972.000000 Penalty: 5707.510742
	Iteration 37Q: 3 clusters Score -1.392297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -13922965.000000 Penalty: 5707.510742
	Iteration 38Q: 3 clusters Score -1.392296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -13922963.000000 Penalty: 5707.510742
	Iteration 39Q: 3 clusters Score -1.392296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -13922971.000000 Penalty: 5707.510742
	Iteration 40F: 3 clusters Score -1.392297e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39921.121094 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39921.12 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40128.921875 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40128.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40264.191406 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40264.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -40420.062500 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -40420.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -40535.394531 Penalty: 2905.534668
	Iteration 4F: 3 clusters Score -40535.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -40613.480469 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40613.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -40648.300781 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40683.167969 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40683.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -40702.714844 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40702.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40708.761719 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40708.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -40708.761719 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -40708.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Entering Unmasked Estep 
Score: -21693386.000000 Penalty: 2964.683350
	Iteration 0F: 2 clusters Score -2.169339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 78067 members 
Entering Unmasked Estep 
Score: -21590666.000000 Penalty: 5929.366699
	Iteration 0F: 3 clusters Score -2.159067e+07 nChanged 74411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71765 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -21634402.000000 Penalty: 5929.366699
	Iteration 1F: 3 clusters Score -2.16344e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 87038 members 
Entering Unmasked Estep 
Score: -21635820.000000 Penalty: 5929.366699
	Iteration 2Q: 3 clusters Score -2.163582e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 92183 members 
Entering Unmasked Estep 
Score: -21637800.000000 Penalty: 5929.366699
	Iteration 3Q: 3 clusters Score -2.16378e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 99767 members 
Entering Unmasked Estep 
Score: -21641692.000000 Penalty: 5929.366699
	Iteration 4F: 3 clusters Score -2.164169e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -21648442.000000 Penalty: 5929.366699
	Iteration 5F: 3 clusters Score -2.164844e+07 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 124101 members 
Entering Unmasked Estep 
Score: -21659642.000000 Penalty: 5929.366699
	Iteration 6F: 3 clusters Score -2.165964e+07 nChanged 14287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -21673902.000000 Penalty: 5929.366699
	Iteration 7F: 3 clusters Score -2.16739e+07 nChanged 10674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 149058 members 
Entering Unmasked Estep 
Score: -21685454.000000 Penalty: 5929.366699
	Iteration 8F: 3 clusters Score -2.168545e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -21689526.000000 Penalty: 5929.366699
	Iteration 9Q: 3 clusters Score -2.168953e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 155065 members 
Entering Unmasked Estep 
Score: -21690432.000000 Penalty: 5929.366699
	Iteration 10Q: 3 clusters Score -2.169043e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 155285 members 
Entering Unmasked Estep 
Score: -21690664.000000 Penalty: 5929.366699
	Iteration 11Q: 3 clusters Score -2.169066e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 155324 members 
Entering Unmasked Estep 
Score: -21690720.000000 Penalty: 5929.366699
	Iteration 12Q: 3 clusters Score -2.169072e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155333 members 
Entering Unmasked Estep 
Score: -21690760.000000 Penalty: 5929.366699
	Iteration 13Q: 3 clusters Score -2.169076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -21690792.000000 Penalty: 5929.366699
	Iteration 14Q: 3 clusters Score -2.169079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155338 members 
Entering Unmasked Estep 
Score: -21690800.000000 Penalty: 5929.366699
	Iteration 15Q: 3 clusters Score -2.16908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -21690800.000000 Penalty: 5929.366699
	Iteration 16Q: 3 clusters Score -2.16908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -21690808.000000 Penalty: 5929.366699
	Iteration 17Q: 3 clusters Score -2.169081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155342 members 
Entering Unmasked Estep 
Score: -21690808.000000 Penalty: 5929.366699
	Iteration 18F: 3 clusters Score -2.169081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Entering Unmasked Estep 
Score: -1238420.750000 Penalty: 2254.482422
	Iteration 0F: 2 clusters Score -1238421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1231409.500000 Penalty: 4508.964844
	Iteration 0F: 3 clusters Score -1231410 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1233427.875000 Penalty: 4508.964844
	Iteration 1F: 3 clusters Score -1233428 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1233764.250000 Penalty: 4508.964844
	Iteration 2F: 3 clusters Score -1233764 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1233973.750000 Penalty: 4508.964844
	Iteration 3F: 3 clusters Score -1233974 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1234117.375000 Penalty: 4508.964844
	Iteration 4Q: 3 clusters Score -1234117 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1234236.625000 Penalty: 4508.964844
	Iteration 5Q: 3 clusters Score -1234237 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1234345.375000 Penalty: 4508.964844
	Iteration 6Q: 3 clusters Score -1234345 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1234465.250000 Penalty: 4508.964844
	Iteration 7Q: 3 clusters Score -1234465 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1234584.750000 Penalty: 4508.964844
	Iteration 8Q: 3 clusters Score -1234585 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1234712.125000 Penalty: 4508.964844
	Iteration 9Q: 3 clusters Score -1234712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1234851.375000 Penalty: 4508.964844
	Iteration 10Q: 3 clusters Score -1234851 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1234987.250000 Penalty: 4508.964844
	Iteration 11Q: 3 clusters Score -1234987 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1235103.000000 Penalty: 4508.964844
	Iteration 12Q: 3 clusters Score -1235103 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1235214.125000 Penalty: 4508.964844
	Iteration 13Q: 3 clusters Score -1235214 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1235317.000000 Penalty: 4508.964844
	Iteration 14Q: 3 clusters Score -1235317 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1235416.000000 Penalty: 4508.964844
	Iteration 15Q: 3 clusters Score -1235416 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1235533.875000 Penalty: 4508.964844
	Iteration 16Q: 3 clusters Score -1235534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1235644.250000 Penalty: 4508.964844
	Iteration 17Q: 3 clusters Score -1235644 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1235764.625000 Penalty: 4508.964844
	Iteration 18Q: 3 clusters Score -1235765 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1235860.000000 Penalty: 4508.964844
	Iteration 19Q: 3 clusters Score -1235860 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1235940.875000 Penalty: 4508.964844
	Iteration 20F: 3 clusters Score -1235941 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1236010.000000 Penalty: 4508.964844
	Iteration 21Q: 3 clusters Score -1236010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1236081.250000 Penalty: 4508.964844
	Iteration 22Q: 3 clusters Score -1236081 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1236139.500000 Penalty: 4508.964844
	Iteration 23Q: 3 clusters Score -1236140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1236187.125000 Penalty: 4508.964844
	Iteration 24Q: 3 clusters Score -1236187 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1236217.375000 Penalty: 4508.964844
	Iteration 25Q: 3 clusters Score -1236217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1236235.875000 Penalty: 4508.964844
	Iteration 26Q: 3 clusters Score -1236236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1236261.625000 Penalty: 4508.964844
	Iteration 27Q: 3 clusters Score -1236262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1236281.000000 Penalty: 4508.964844
	Iteration 28Q: 3 clusters Score -1236281 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1236306.375000 Penalty: 4508.964844
	Iteration 29Q: 3 clusters Score -1236306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1236322.375000 Penalty: 4508.964844
	Iteration 30Q: 3 clusters Score -1236322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1236337.000000 Penalty: 4508.964844
	Iteration 31Q: 3 clusters Score -1236337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1236355.500000 Penalty: 4508.964844
	Iteration 32Q: 3 clusters Score -1236356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1236369.375000 Penalty: 4508.964844
	Iteration 33Q: 3 clusters Score -1236369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1236373.250000 Penalty: 4508.964844
	Iteration 34Q: 3 clusters Score -1236373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1236382.500000 Penalty: 4508.964844
	Iteration 35Q: 3 clusters Score -1236382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1236388.125000 Penalty: 4508.964844
	Iteration 36Q: 3 clusters Score -1236388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1236393.125000 Penalty: 4508.964844
	Iteration 37Q: 3 clusters Score -1236393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1236399.000000 Penalty: 4508.964844
	Iteration 38Q: 3 clusters Score -1236399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1236399.125000 Penalty: 4508.964844
	Iteration 39Q: 3 clusters Score -1236399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1236407.625000 Penalty: 4508.964844
	Iteration 40F: 3 clusters Score -1236408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1236409.750000 Penalty: 4508.964844
	Iteration 41Q: 3 clusters Score -1236410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1236412.500000 Penalty: 4508.964844
	Iteration 42Q: 3 clusters Score -1236412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1236414.625000 Penalty: 4508.964844
	Iteration 43Q: 3 clusters Score -1236415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1236415.125000 Penalty: 4508.964844
	Iteration 44Q: 3 clusters Score -1236415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1236415.875000 Penalty: 4508.964844
	Iteration 45Q: 3 clusters Score -1236416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1236418.500000 Penalty: 4508.964844
	Iteration 46Q: 3 clusters Score -1236418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1236418.625000 Penalty: 4508.964844
	Iteration 47Q: 3 clusters Score -1236419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1236422.000000 Penalty: 4508.964844
	Iteration 48Q: 3 clusters Score -1236422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1236421.875000 Penalty: 4508.964844
	Iteration 49Q: 3 clusters Score -1236422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1236424.000000 Penalty: 4508.964844
	Iteration 50Q: 3 clusters Score -1236424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1236424.250000 Penalty: 4508.964844
	Iteration 51Q: 3 clusters Score -1236424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1236425.875000 Penalty: 4508.964844
	Iteration 52Q: 3 clusters Score -1236426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1236425.875000 Penalty: 4508.964844
	Iteration 53F: 3 clusters Score -1236426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -270772.500000 Penalty: 1878.999146
	Iteration 0F: 2 clusters Score -270772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -268192.937500 Penalty: 3757.998291
	Iteration 0F: 3 clusters Score -268192.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -268647.906250 Penalty: 3757.998291
	Iteration 1F: 3 clusters Score -268647.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -268773.406250 Penalty: 3757.998291
	Iteration 2F: 3 clusters Score -268773.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -268831.468750 Penalty: 3757.998291
	Iteration 3Q: 3 clusters Score -268831.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -268857.625000 Penalty: 3757.998291
	Iteration 4Q: 3 clusters Score -268857.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -268874.500000 Penalty: 3757.998291
	Iteration 5Q: 3 clusters Score -268874.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -268895.187500 Penalty: 3757.998291
	Iteration 6Q: 3 clusters Score -268895.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -268907.156250 Penalty: 3757.998291
	Iteration 7Q: 3 clusters Score -268907.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268920.281250 Penalty: 3757.998291
	Iteration 8Q: 3 clusters Score -268920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268933.343750 Penalty: 3757.998291
	Iteration 9Q: 3 clusters Score -268933.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -268941.562500 Penalty: 3757.998291
	Iteration 10Q: 3 clusters Score -268941.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -268945.562500 Penalty: 3757.998291
	Iteration 11Q: 3 clusters Score -268945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -268950.062500 Penalty: 3757.998291
	Iteration 12Q: 3 clusters Score -268950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -268951.812500 Penalty: 3757.998291
	Iteration 13Q: 3 clusters Score -268951.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -268953.593750 Penalty: 3757.998291
	Iteration 14Q: 3 clusters Score -268953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -268955.343750 Penalty: 3757.998291
	Iteration 15Q: 3 clusters Score -268955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -268957.437500 Penalty: 3757.998291
	Iteration 16Q: 3 clusters Score -268957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -268959.375000 Penalty: 3757.998291
	Iteration 17Q: 3 clusters Score -268959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268958.812500 Penalty: 3757.998291
	Iteration 18Q: 3 clusters Score -268958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268958.812500 Penalty: 3757.998291
	Iteration 19F: 3 clusters Score -268958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Entering Unmasked Estep 
Score: -3728234.250000 Penalty: 2534.183350
	Iteration 0F: 2 clusters Score -3728234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3709384.000000 Penalty: 5068.366699
	Iteration 0F: 3 clusters Score -3709384 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3716343.000000 Penalty: 5068.366699
	Iteration 1F: 3 clusters Score -3716343 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3717548.000000 Penalty: 5068.366699
	Iteration 2F: 3 clusters Score -3717548 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3719355.000000 Penalty: 5068.366699
	Iteration 3F: 3 clusters Score -3719355 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3721693.250000 Penalty: 5068.366699
	Iteration 4F: 3 clusters Score -3721693 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3723985.000000 Penalty: 5068.366699
	Iteration 5F: 3 clusters Score -3723985 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3725336.750000 Penalty: 5068.366699
	Iteration 6F: 3 clusters Score -3725337 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3725999.500000 Penalty: 5068.366699
	Iteration 7Q: 3 clusters Score -3726000 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3726288.500000 Penalty: 5068.366699
	Iteration 8Q: 3 clusters Score -3726288 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3726405.750000 Penalty: 5068.366699
	Iteration 9Q: 3 clusters Score -3726406 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3726535.250000 Penalty: 5068.366699
	Iteration 10Q: 3 clusters Score -3726535 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3726660.250000 Penalty: 5068.366699
	Iteration 11Q: 3 clusters Score -3726660 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3726804.250000 Penalty: 5068.366699
	Iteration 12Q: 3 clusters Score -3726804 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3727004.000000 Penalty: 5068.366699
	Iteration 13Q: 3 clusters Score -3727004 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3727229.500000 Penalty: 5068.366699
	Iteration 14Q: 3 clusters Score -3727230 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3727501.750000 Penalty: 5068.366699
	Iteration 15Q: 3 clusters Score -3727502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3727670.750000 Penalty: 5068.366699
	Iteration 16Q: 3 clusters Score -3727671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3727698.000000 Penalty: 5068.366699
	Iteration 17Q: 3 clusters Score -3727698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3727712.750000 Penalty: 5068.366699
	Iteration 18Q: 3 clusters Score -3727713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3727718.250000 Penalty: 5068.366699
	Iteration 19Q: 3 clusters Score -3727718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3727726.750000 Penalty: 5068.366699
	Iteration 20F: 3 clusters Score -3727727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3727729.500000 Penalty: 5068.366699
	Iteration 21Q: 3 clusters Score -3727730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3727727.000000 Penalty: 5068.366699
	Iteration 22Q: 3 clusters Score -3727727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3727731.750000 Penalty: 5068.366699
	Iteration 23Q: 3 clusters Score -3727732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3727734.000000 Penalty: 5068.366699
	Iteration 24Q: 3 clusters Score -3727734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3727734.000000 Penalty: 5068.366699
	Iteration 25F: 3 clusters Score -3727734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Entering Unmasked Estep 
Score: -2298868.500000 Penalty: 2404.173340
	Iteration 0F: 2 clusters Score -2298868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2287320.250000 Penalty: 4808.346680
	Iteration 0F: 3 clusters Score -2287320 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2291025.750000 Penalty: 4808.346680
	Iteration 1F: 3 clusters Score -2291026 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -2291391.000000 Penalty: 4808.346680
	Iteration 2F: 3 clusters Score -2291391 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2291667.750000 Penalty: 4808.346680
	Iteration 3Q: 3 clusters Score -2291668 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2291936.000000 Penalty: 4808.346680
	Iteration 4Q: 3 clusters Score -2291936 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2292204.750000 Penalty: 4808.346680
	Iteration 5Q: 3 clusters Score -2292205 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2292564.000000 Penalty: 4808.346680
	Iteration 6Q: 3 clusters Score -2292564 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2292934.500000 Penalty: 4808.346680
	Iteration 7Q: 3 clusters Score -2292934 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2293367.500000 Penalty: 4808.346680
	Iteration 8Q: 3 clusters Score -2293368 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2293912.000000 Penalty: 4808.346680
	Iteration 9Q: 3 clusters Score -2293912 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2294483.250000 Penalty: 4808.346680
	Iteration 10Q: 3 clusters Score -2294483 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2295005.750000 Penalty: 4808.346680
	Iteration 11Q: 3 clusters Score -2295006 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2295432.250000 Penalty: 4808.346680
	Iteration 12Q: 3 clusters Score -2295432 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2295723.500000 Penalty: 4808.346680
	Iteration 13Q: 3 clusters Score -2295724 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2295927.500000 Penalty: 4808.346680
	Iteration 14Q: 3 clusters Score -2295928 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2296072.250000 Penalty: 4808.346680
	Iteration 15Q: 3 clusters Score -2296072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2296190.250000 Penalty: 4808.346680
	Iteration 16Q: 3 clusters Score -2296190 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2296268.500000 Penalty: 4808.346680
	Iteration 17Q: 3 clusters Score -2296268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2296349.250000 Penalty: 4808.346680
	Iteration 18Q: 3 clusters Score -2296349 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2296409.500000 Penalty: 4808.346680
	Iteration 19Q: 3 clusters Score -2296410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2296456.250000 Penalty: 4808.346680
	Iteration 20F: 3 clusters Score -2296456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2296492.750000 Penalty: 4808.346680
	Iteration 21Q: 3 clusters Score -2296493 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2296523.000000 Penalty: 4808.346680
	Iteration 22Q: 3 clusters Score -2296523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2296546.500000 Penalty: 4808.346680
	Iteration 23Q: 3 clusters Score -2296546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2296566.750000 Penalty: 4808.346680
	Iteration 24Q: 3 clusters Score -2296567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2296577.750000 Penalty: 4808.346680
	Iteration 25Q: 3 clusters Score -2296578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2296601.000000 Penalty: 4808.346680
	Iteration 26Q: 3 clusters Score -2296601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2296613.750000 Penalty: 4808.346680
	Iteration 27Q: 3 clusters Score -2296614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2296631.500000 Penalty: 4808.346680
	Iteration 28Q: 3 clusters Score -2296632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2296646.250000 Penalty: 4808.346680
	Iteration 29Q: 3 clusters Score -2296646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2296667.250000 Penalty: 4808.346680
	Iteration 30Q: 3 clusters Score -2296667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2296677.500000 Penalty: 4808.346680
	Iteration 31Q: 3 clusters Score -2296678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2296689.250000 Penalty: 4808.346680
	Iteration 32Q: 3 clusters Score -2296689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2296698.750000 Penalty: 4808.346680
	Iteration 33Q: 3 clusters Score -2296699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2296708.750000 Penalty: 4808.346680
	Iteration 34Q: 3 clusters Score -2296709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2296717.750000 Penalty: 4808.346680
	Iteration 35Q: 3 clusters Score -2296718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2296726.250000 Penalty: 4808.346680
	Iteration 36Q: 3 clusters Score -2296726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2296728.250000 Penalty: 4808.346680
	Iteration 37Q: 3 clusters Score -2296728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2296737.500000 Penalty: 4808.346680
	Iteration 38Q: 3 clusters Score -2296738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2296745.250000 Penalty: 4808.346680
	Iteration 39Q: 3 clusters Score -2296745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2296749.750000 Penalty: 4808.346680
	Iteration 40F: 3 clusters Score -2296750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2296753.750000 Penalty: 4808.346680
	Iteration 41Q: 3 clusters Score -2296754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2296761.500000 Penalty: 4808.346680
	Iteration 42Q: 3 clusters Score -2296762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2296760.750000 Penalty: 4808.346680
	Iteration 43Q: 3 clusters Score -2296761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2296761.750000 Penalty: 4808.346680
	Iteration 44Q: 3 clusters Score -2296762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2296762.000000 Penalty: 4808.346680
	Iteration 45Q: 3 clusters Score -2296762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2296763.000000 Penalty: 4808.346680
	Iteration 46Q: 3 clusters Score -2296763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2296765.000000 Penalty: 4808.346680
	Iteration 47Q: 3 clusters Score -2296765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2296765.250000 Penalty: 4808.346680
	Iteration 48Q: 3 clusters Score -2296765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2296761.750000 Penalty: 4808.346680
	Iteration 49Q: 3 clusters Score -2296762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2296761.000000 Penalty: 4808.346680
	Iteration 50Q: 3 clusters Score -2296761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2296758.500000 Penalty: 4808.346680
	Iteration 51Q: 3 clusters Score -2296758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2296764.500000 Penalty: 4808.346680
	Iteration 52Q: 3 clusters Score -2296764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2296764.500000 Penalty: 4808.346680
	Iteration 53Q: 3 clusters Score -2296764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2296769.250000 Penalty: 4808.346680
	Iteration 54Q: 3 clusters Score -2296769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2296773.500000 Penalty: 4808.346680
	Iteration 55Q: 3 clusters Score -2296774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2296771.250000 Penalty: 4808.346680
	Iteration 56Q: 3 clusters Score -2296771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2296769.250000 Penalty: 4808.346680
	Iteration 57Q: 3 clusters Score -2296769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2296772.000000 Penalty: 4808.346680
	Iteration 58Q: 3 clusters Score -2296772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2296774.500000 Penalty: 4808.346680
	Iteration 59Q: 3 clusters Score -2296774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2296779.500000 Penalty: 4808.346680
	Iteration 60F: 3 clusters Score -2296780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2296784.500000 Penalty: 4808.346680
	Iteration 61Q: 3 clusters Score -2296784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2296786.500000 Penalty: 4808.346680
	Iteration 62Q: 3 clusters Score -2296786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2296792.750000 Penalty: 4808.346680
	Iteration 63Q: 3 clusters Score -2296793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2296801.000000 Penalty: 4808.346680
	Iteration 64Q: 3 clusters Score -2296801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2296804.250000 Penalty: 4808.346680
	Iteration 65Q: 3 clusters Score -2296804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2296803.250000 Penalty: 4808.346680
	Iteration 66Q: 3 clusters Score -2296803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2296808.000000 Penalty: 4808.346680
	Iteration 67Q: 3 clusters Score -2296808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2296810.500000 Penalty: 4808.346680
	Iteration 68Q: 3 clusters Score -2296810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2296815.250000 Penalty: 4808.346680
	Iteration 69Q: 3 clusters Score -2296815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2296814.000000 Penalty: 4808.346680
	Iteration 70Q: 3 clusters Score -2296814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2296823.750000 Penalty: 4808.346680
	Iteration 71Q: 3 clusters Score -2296824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2296830.000000 Penalty: 4808.346680
	Iteration 72Q: 3 clusters Score -2296830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2296829.000000 Penalty: 4808.346680
	Iteration 73Q: 3 clusters Score -2296829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2296830.250000 Penalty: 4808.346680
	Iteration 74Q: 3 clusters Score -2296830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2296830.500000 Penalty: 4808.346680
	Iteration 75Q: 3 clusters Score -2296830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2296832.000000 Penalty: 4808.346680
	Iteration 76Q: 3 clusters Score -2296832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2296832.750000 Penalty: 4808.346680
	Iteration 77Q: 3 clusters Score -2296833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2296834.500000 Penalty: 4808.346680
	Iteration 78Q: 3 clusters Score -2296834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2296837.500000 Penalty: 4808.346680
	Iteration 79Q: 3 clusters Score -2296838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2296837.750000 Penalty: 4808.346680
	Iteration 80F: 3 clusters Score -2296838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2296838.000000 Penalty: 4808.346680
	Iteration 81Q: 3 clusters Score -2296838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2296838.000000 Penalty: 4808.346680
	Iteration 82F: 3 clusters Score -2296838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96691 members 
Entering Unmasked Estep 
Score: -13598992.000000 Penalty: 2846.860352
	Iteration 0F: 2 clusters Score -1.359899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -13535054.000000 Penalty: 5693.720703
	Iteration 0F: 3 clusters Score -1.353505e+07 nChanged 45742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -13561024.000000 Penalty: 5693.720703
	Iteration 1F: 3 clusters Score -1.356102e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -13561843.000000 Penalty: 5693.720703
	Iteration 2Q: 3 clusters Score -1.356184e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -13562574.000000 Penalty: 5693.720703
	Iteration 3Q: 3 clusters Score -1.356257e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -13563383.000000 Penalty: 5693.720703
	Iteration 4Q: 3 clusters Score -1.356338e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -13564443.000000 Penalty: 5693.720703
	Iteration 5Q: 3 clusters Score -1.356444e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -13565676.000000 Penalty: 5693.720703
	Iteration 6Q: 3 clusters Score -1.356568e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -13567439.000000 Penalty: 5693.720703
	Iteration 7Q: 3 clusters Score -1.356744e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57545 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -13569990.000000 Penalty: 5693.720703
	Iteration 8Q: 3 clusters Score -1.356999e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -13573579.000000 Penalty: 5693.720703
	Iteration 9F: 3 clusters Score -1.357358e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66213 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -13577921.000000 Penalty: 5693.720703
	Iteration 10F: 3 clusters Score -1.357792e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -13582266.000000 Penalty: 5693.720703
	Iteration 11F: 3 clusters Score -1.358227e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -13585709.000000 Penalty: 5693.720703
	Iteration 12F: 3 clusters Score -1.358571e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77527 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -13588257.000000 Penalty: 5693.720703
	Iteration 13Q: 3 clusters Score -1.358826e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -13589919.000000 Penalty: 5693.720703
	Iteration 14Q: 3 clusters Score -1.358992e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81910 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -13590969.000000 Penalty: 5693.720703
	Iteration 15Q: 3 clusters Score -1.359097e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -13591908.000000 Penalty: 5693.720703
	Iteration 16Q: 3 clusters Score -1.359191e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -13592641.000000 Penalty: 5693.720703
	Iteration 17Q: 3 clusters Score -1.359264e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86679 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -13593195.000000 Penalty: 5693.720703
	Iteration 18Q: 3 clusters Score -1.35932e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -13593725.000000 Penalty: 5693.720703
	Iteration 19Q: 3 clusters Score -1.359372e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89021 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -13594187.000000 Penalty: 5693.720703
	Iteration 20F: 3 clusters Score -1.359419e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -13594606.000000 Penalty: 5693.720703
	Iteration 21Q: 3 clusters Score -1.359461e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90993 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -13594984.000000 Penalty: 5693.720703
	Iteration 22Q: 3 clusters Score -1.359498e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91810 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -13595301.000000 Penalty: 5693.720703
	Iteration 23Q: 3 clusters Score -1.35953e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -13595606.000000 Penalty: 5693.720703
	Iteration 24Q: 3 clusters Score -1.359561e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13595853.000000 Penalty: 5693.720703
	Iteration 25Q: 3 clusters Score -1.359585e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -13596047.000000 Penalty: 5693.720703
	Iteration 26Q: 3 clusters Score -1.359605e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -13596252.000000 Penalty: 5693.720703
	Iteration 27Q: 3 clusters Score -1.359625e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -13596446.000000 Penalty: 5693.720703
	Iteration 28Q: 3 clusters Score -1.359645e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -13596608.000000 Penalty: 5693.720703
	Iteration 29Q: 3 clusters Score -1.359661e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13596746.000000 Penalty: 5693.720703
	Iteration 30Q: 3 clusters Score -1.359675e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -13596806.000000 Penalty: 5693.720703
	Iteration 31Q: 3 clusters Score -1.359681e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -13596844.000000 Penalty: 5693.720703
	Iteration 32Q: 3 clusters Score -1.359684e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13596897.000000 Penalty: 5693.720703
	Iteration 33Q: 3 clusters Score -1.35969e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95469 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13596951.000000 Penalty: 5693.720703
	Iteration 34Q: 3 clusters Score -1.359695e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95523 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13596991.000000 Penalty: 5693.720703
	Iteration 35Q: 3 clusters Score -1.359699e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95571 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -13597002.000000 Penalty: 5693.720703
	Iteration 36Q: 3 clusters Score -1.3597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -13597013.000000 Penalty: 5693.720703
	Iteration 37Q: 3 clusters Score -1.359701e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -13597033.000000 Penalty: 5693.720703
	Iteration 38Q: 3 clusters Score -1.359703e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -13597047.000000 Penalty: 5693.720703
	Iteration 39Q: 3 clusters Score -1.359705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13597066.000000 Penalty: 5693.720703
	Iteration 40F: 3 clusters Score -1.359707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13597102.000000 Penalty: 5693.720703
	Iteration 41Q: 3 clusters Score -1.35971e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -13597123.000000 Penalty: 5693.720703
	Iteration 42Q: 3 clusters Score -1.359712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13597138.000000 Penalty: 5693.720703
	Iteration 43Q: 3 clusters Score -1.359714e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95784 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -13597152.000000 Penalty: 5693.720703
	Iteration 44Q: 3 clusters Score -1.359715e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95800 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -13597148.000000 Penalty: 5693.720703
	Iteration 45Q: 3 clusters Score -1.359715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95809 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -13597158.000000 Penalty: 5693.720703
	Iteration 46Q: 3 clusters Score -1.359716e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13597165.000000 Penalty: 5693.720703
	Iteration 47Q: 3 clusters Score -1.359716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -13597158.000000 Penalty: 5693.720703
	Iteration 48Q: 3 clusters Score -1.359716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95824 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13597164.000000 Penalty: 5693.720703
	Iteration 49Q: 3 clusters Score -1.359716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13597161.000000 Penalty: 5693.720703
	Iteration 50Q: 3 clusters Score -1.359716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -13597169.000000 Penalty: 5693.720703
	Iteration 51Q: 3 clusters Score -1.359717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13597165.000000 Penalty: 5693.720703
	Iteration 52Q: 3 clusters Score -1.359716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13597163.000000 Penalty: 5693.720703
	Iteration 53Q: 3 clusters Score -1.359716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13597163.000000 Penalty: 5693.720703
	Iteration 54F: 3 clusters Score -1.359716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 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 170 members 
Entering Unmasked Estep 
Score: -38126.625000 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38126.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38439.957031 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38439.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -38607.515625 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -38607.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38737.839844 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -38737.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -38827.582031 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38827.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38839.968750 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38839.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -38869.781250 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38869.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38877.562500 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38877.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38884.886719 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38884.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -38892.781250 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -38892.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38898.101562 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -38898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38902.257812 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -38902.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -38902.257812 Penalty: 2882.325928
	Iteration 12F: 3 clusters Score -38902.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Entering Unmasked Estep 
Score: -4164114.500000 Penalty: 2551.280762
	Iteration 0F: 2 clusters Score -4164114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -4143789.000000 Penalty: 5102.561523
	Iteration 0F: 3 clusters Score -4143789 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -4151010.500000 Penalty: 5102.561523
	Iteration 1F: 3 clusters Score -4151010 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4151483.000000 Penalty: 5102.561523
	Iteration 2Q: 3 clusters Score -4151483 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -4151956.250000 Penalty: 5102.561523
	Iteration 3Q: 3 clusters Score -4151956 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -4152525.750000 Penalty: 5102.561523
	Iteration 4Q: 3 clusters Score -4152526 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -4153299.750000 Penalty: 5102.561523
	Iteration 5Q: 3 clusters Score -4153300 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4154348.500000 Penalty: 5102.561523
	Iteration 6F: 3 clusters Score -4154348 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4155725.000000 Penalty: 5102.561523
	Iteration 7F: 3 clusters Score -4155725 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -4157297.750000 Penalty: 5102.561523
	Iteration 8F: 3 clusters Score -4157298 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -4158774.500000 Penalty: 5102.561523
	Iteration 9F: 3 clusters Score -4158774 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4159849.750000 Penalty: 5102.561523
	Iteration 10Q: 3 clusters Score -4159850 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4160644.250000 Penalty: 5102.561523
	Iteration 11Q: 3 clusters Score -4160644 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4161225.250000 Penalty: 5102.561523
	Iteration 12Q: 3 clusters Score -4161225 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4161515.250000 Penalty: 5102.561523
	Iteration 13Q: 3 clusters Score -4161515 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4161734.250000 Penalty: 5102.561523
	Iteration 14Q: 3 clusters Score -4161734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4161858.250000 Penalty: 5102.561523
	Iteration 15Q: 3 clusters Score -4161858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4161933.500000 Penalty: 5102.561523
	Iteration 16Q: 3 clusters Score -4161934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4161986.250000 Penalty: 5102.561523
	Iteration 17Q: 3 clusters Score -4161986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4162016.500000 Penalty: 5102.561523
	Iteration 18Q: 3 clusters Score -4162016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4162037.500000 Penalty: 5102.561523
	Iteration 19Q: 3 clusters Score -4162038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4162050.250000 Penalty: 5102.561523
	Iteration 20F: 3 clusters Score -4162050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4162062.250000 Penalty: 5102.561523
	Iteration 21Q: 3 clusters Score -4162062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4162071.750000 Penalty: 5102.561523
	Iteration 22Q: 3 clusters Score -4162072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4162075.500000 Penalty: 5102.561523
	Iteration 23Q: 3 clusters Score -4162076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4162080.000000 Penalty: 5102.561523
	Iteration 24Q: 3 clusters Score -4162080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4162089.750000 Penalty: 5102.561523
	Iteration 25Q: 3 clusters Score -4162090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4162089.000000 Penalty: 5102.561523
	Iteration 26Q: 3 clusters Score -4162089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4162090.500000 Penalty: 5102.561523
	Iteration 27Q: 3 clusters Score -4162090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4162088.000000 Penalty: 5102.561523
	Iteration 28Q: 3 clusters Score -4162088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4162090.250000 Penalty: 5102.561523
	Iteration 29Q: 3 clusters Score -4162090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4162089.500000 Penalty: 5102.561523
	Iteration 30Q: 3 clusters Score -4162090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4162092.250000 Penalty: 5102.561523
	Iteration 31Q: 3 clusters Score -4162092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4162090.000000 Penalty: 5102.561523
	Iteration 32Q: 3 clusters Score -4162090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4162089.750000 Penalty: 5102.561523
	Iteration 33Q: 3 clusters Score -4162090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4162088.750000 Penalty: 5102.561523
	Iteration 34Q: 3 clusters Score -4162089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4162087.500000 Penalty: 5102.561523
	Iteration 35Q: 3 clusters Score -4162088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4162090.000000 Penalty: 5102.561523
	Iteration 36Q: 3 clusters Score -4162090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4162089.750000 Penalty: 5102.561523
	Iteration 37Q: 3 clusters Score -4162090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4162089.750000 Penalty: 5102.561523
	Iteration 38F: 3 clusters Score -4162090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100123.640625 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100123.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100402.664062 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100402.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -100618.875000 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100618.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100760.882812 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -100760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100873.062500 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -100873.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -100972.015625 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -100972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101026.789062 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -101026.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101073.765625 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101073.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101114.898438 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101114.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101155.265625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101182.062500 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101191.296875 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101197.445312 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101197.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -101221.015625 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -101240.539062 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -101247.148438 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -101247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101252.390625 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -101252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101256.242188 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -101256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101259.046875 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -101259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101265.898438 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -101265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101265.898438 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -101265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Entering Unmasked Estep 
Score: -2748590.250000 Penalty: 2447.999023
	Iteration 0F: 2 clusters Score -2748590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2734988.250000 Penalty: 4895.998047
	Iteration 0F: 3 clusters Score -2734988 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2739488.000000 Penalty: 4895.998047
	Iteration 1F: 3 clusters Score -2739488 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2739778.000000 Penalty: 4895.998047
	Iteration 2Q: 3 clusters Score -2739778 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2740020.250000 Penalty: 4895.998047
	Iteration 3Q: 3 clusters Score -2740020 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2740223.750000 Penalty: 4895.998047
	Iteration 4Q: 3 clusters Score -2740224 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2740435.000000 Penalty: 4895.998047
	Iteration 5Q: 3 clusters Score -2740435 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2740664.250000 Penalty: 4895.998047
	Iteration 6Q: 3 clusters Score -2740664 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2740933.500000 Penalty: 4895.998047
	Iteration 7Q: 3 clusters Score -2740934 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2741203.500000 Penalty: 4895.998047
	Iteration 8Q: 3 clusters Score -2741204 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -2741547.500000 Penalty: 4895.998047
	Iteration 9Q: 3 clusters Score -2741548 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2742000.750000 Penalty: 4895.998047
	Iteration 10Q: 3 clusters Score -2742001 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2742664.250000 Penalty: 4895.998047
	Iteration 11F: 3 clusters Score -2742664 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2743507.000000 Penalty: 4895.998047
	Iteration 12F: 3 clusters Score -2743507 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -2744542.250000 Penalty: 4895.998047
	Iteration 13F: 3 clusters Score -2744542 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2745498.250000 Penalty: 4895.998047
	Iteration 14F: 3 clusters Score -2745498 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2746236.000000 Penalty: 4895.998047
	Iteration 15Q: 3 clusters Score -2746236 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2746737.250000 Penalty: 4895.998047
	Iteration 16Q: 3 clusters Score -2746737 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2747043.500000 Penalty: 4895.998047
	Iteration 17Q: 3 clusters Score -2747044 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2747201.750000 Penalty: 4895.998047
	Iteration 18Q: 3 clusters Score -2747202 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2747326.000000 Penalty: 4895.998047
	Iteration 19Q: 3 clusters Score -2747326 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2747409.250000 Penalty: 4895.998047
	Iteration 20F: 3 clusters Score -2747409 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2747465.500000 Penalty: 4895.998047
	Iteration 21Q: 3 clusters Score -2747466 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2747521.000000 Penalty: 4895.998047
	Iteration 22Q: 3 clusters Score -2747521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2747552.000000 Penalty: 4895.998047
	Iteration 23Q: 3 clusters Score -2747552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2747569.500000 Penalty: 4895.998047
	Iteration 24Q: 3 clusters Score -2747570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2747581.500000 Penalty: 4895.998047
	Iteration 25Q: 3 clusters Score -2747582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2747585.500000 Penalty: 4895.998047
	Iteration 26Q: 3 clusters Score -2747586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2747588.500000 Penalty: 4895.998047
	Iteration 27Q: 3 clusters Score -2747588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2747592.750000 Penalty: 4895.998047
	Iteration 28Q: 3 clusters Score -2747593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2747597.000000 Penalty: 4895.998047
	Iteration 29Q: 3 clusters Score -2747597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2747601.000000 Penalty: 4895.998047
	Iteration 30Q: 3 clusters Score -2747601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2747601.000000 Penalty: 4895.998047
	Iteration 31Q: 3 clusters Score -2747601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2747601.000000 Penalty: 4895.998047
	Iteration 32F: 3 clusters Score -2747601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -239058.046875 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -239058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -236636.312500 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -236636.3 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -237170.750000 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -237170.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -237439.203125 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -237439.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -237609.546875 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -237609.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -237707.312500 Penalty: 3719.988525
	Iteration 4Q: 3 clusters Score -237707.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -237749.781250 Penalty: 3719.988525
	Iteration 5Q: 3 clusters Score -237749.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -237776.468750 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -237776.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237798.625000 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -237798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -237816.625000 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -237816.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -237835.484375 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -237835.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -237847.515625 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -237847.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -237858.984375 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -237859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -237868.750000 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -237868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237877.609375 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -237877.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -237883.406250 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -237883.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -237890.734375 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -237890.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -237894.984375 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -237895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -237899.937500 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -237899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -237902.203125 Penalty: 3719.988525
	Iteration 18Q: 3 clusters Score -237902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -237905.578125 Penalty: 3719.988525
	Iteration 19Q: 3 clusters Score -237905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -237910.437500 Penalty: 3719.988525
	Iteration 20F: 3 clusters Score -237910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -237914.828125 Penalty: 3719.988525
	Iteration 21Q: 3 clusters Score -237914.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -237917.218750 Penalty: 3719.988525
	Iteration 22Q: 3 clusters Score -237917.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -237920.031250 Penalty: 3719.988525
	Iteration 23Q: 3 clusters Score -237920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -237921.250000 Penalty: 3719.988525
	Iteration 24Q: 3 clusters Score -237921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -237923.671875 Penalty: 3719.988525
	Iteration 25Q: 3 clusters Score -237923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -237925.375000 Penalty: 3719.988525
	Iteration 26Q: 3 clusters Score -237925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -237925.921875 Penalty: 3719.988525
	Iteration 27Q: 3 clusters Score -237925.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -237925.921875 Penalty: 3719.988525
	Iteration 28F: 3 clusters Score -237925.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -265182.812500 Penalty: 1874.253174
	Iteration 0F: 2 clusters Score -265182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -262599.125000 Penalty: 3748.506348
	Iteration 0F: 3 clusters Score -262599.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -263021.812500 Penalty: 3748.506348
	Iteration 1F: 3 clusters Score -263021.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -263160.812500 Penalty: 3748.506348
	Iteration 2F: 3 clusters Score -263160.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -263245.281250 Penalty: 3748.506348
	Iteration 3F: 3 clusters Score -263245.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -263284.500000 Penalty: 3748.506348
	Iteration 4Q: 3 clusters Score -263284.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -263304.156250 Penalty: 3748.506348
	Iteration 5Q: 3 clusters Score -263304.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -263319.187500 Penalty: 3748.506348
	Iteration 6Q: 3 clusters Score -263319.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -263332.531250 Penalty: 3748.506348
	Iteration 7Q: 3 clusters Score -263332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263342.906250 Penalty: 3748.506348
	Iteration 8Q: 3 clusters Score -263342.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263353.250000 Penalty: 3748.506348
	Iteration 9Q: 3 clusters Score -263353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -263357.312500 Penalty: 3748.506348
	Iteration 10Q: 3 clusters Score -263357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -263362.406250 Penalty: 3748.506348
	Iteration 11Q: 3 clusters Score -263362.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263368.187500 Penalty: 3748.506348
	Iteration 12Q: 3 clusters Score -263368.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -263370.312500 Penalty: 3748.506348
	Iteration 13Q: 3 clusters Score -263370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263371.562500 Penalty: 3748.506348
	Iteration 14Q: 3 clusters Score -263371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -263373.843750 Penalty: 3748.506348
	Iteration 15Q: 3 clusters Score -263373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -263376.156250 Penalty: 3748.506348
	Iteration 16Q: 3 clusters Score -263376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263378.906250 Penalty: 3748.506348
	Iteration 17Q: 3 clusters Score -263378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -263379.593750 Penalty: 3748.506348
	Iteration 18Q: 3 clusters Score -263379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263379.781250 Penalty: 3748.506348
	Iteration 19Q: 3 clusters Score -263379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -263379.781250 Penalty: 3748.506348
	Iteration 20F: 3 clusters Score -263379.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34140.058594 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34140.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34270.492188 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34270.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34317.808594 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34317.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34317.808594 Penalty: 2793.081055
	Iteration 3F: 3 clusters Score -34317.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117702.671875 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117702.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118090.039062 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118320.453125 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118320.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118476.718750 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -118476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118587.429688 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118587.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -118627.804688 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -118627.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118654.906250 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118654.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118680.851562 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118680.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118702.109375 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -118702.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118714.937500 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -118714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118730.117188 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -118730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118757.039062 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -118757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -118807.195312 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -118807.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118856.765625 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -118856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118929.289062 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -118929.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119044.773438 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -119044.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119235.562500 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -119235.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -119546.742188 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -119546.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120088.546875 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -120088.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120234.289062 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -120234.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120322.437500 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -120322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120417.820312 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -120417.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120537.312500 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -120537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120564.867188 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -120564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -120569.750000 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -120569.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120579.757812 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -120579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120583.593750 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -120583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120583.593750 Penalty: 3408.061279
	Iteration 27F: 3 clusters Score -120583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 99417 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155495 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27405 members 
Mstep: Class 8 contains 16224 members 
Mstep: Class 9 contains 96691 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 12 contains 511 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19360 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12186 members 
Entering Unmasked Estep 
Score: -84928584.000000 Penalty: 66121.062500
Splitting cluster 20 changes total score from -84929232.000000 to -84928584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (22005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Entering Unmasked Estep 
Score: -3114806.250000 Penalty: 2479.758301
	Iteration 0F: 2 clusters Score -3114806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -3099441.250000 Penalty: 4959.516602
	Iteration 0F: 3 clusters Score -3099441 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -3104586.000000 Penalty: 4959.516602
	Iteration 1F: 3 clusters Score -3104586 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -3105018.250000 Penalty: 4959.516602
	Iteration 2F: 3 clusters Score -3105018 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -3105452.000000 Penalty: 4959.516602
	Iteration 3Q: 3 clusters Score -3105452 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3105872.500000 Penalty: 4959.516602
	Iteration 4Q: 3 clusters Score -3105872 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3106228.250000 Penalty: 4959.516602
	Iteration 5Q: 3 clusters Score -3106228 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3106621.250000 Penalty: 4959.516602
	Iteration 6Q: 3 clusters Score -3106621 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3107056.000000 Penalty: 4959.516602
	Iteration 7Q: 3 clusters Score -3107056 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -3107513.500000 Penalty: 4959.516602
	Iteration 8Q: 3 clusters Score -3107514 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3108019.500000 Penalty: 4959.516602
	Iteration 9Q: 3 clusters Score -3108020 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3108562.250000 Penalty: 4959.516602
	Iteration 10Q: 3 clusters Score -3108562 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3109111.250000 Penalty: 4959.516602
	Iteration 11Q: 3 clusters Score -3109111 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3109688.750000 Penalty: 4959.516602
	Iteration 12Q: 3 clusters Score -3109689 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3110225.250000 Penalty: 4959.516602
	Iteration 13Q: 3 clusters Score -3110225 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3110706.000000 Penalty: 4959.516602
	Iteration 14Q: 3 clusters Score -3110706 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3111166.250000 Penalty: 4959.516602
	Iteration 15Q: 3 clusters Score -3111166 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -3111550.250000 Penalty: 4959.516602
	Iteration 16Q: 3 clusters Score -3111550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3111812.250000 Penalty: 4959.516602
	Iteration 17Q: 3 clusters Score -3111812 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3112008.000000 Penalty: 4959.516602
	Iteration 18Q: 3 clusters Score -3112008 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -3112145.500000 Penalty: 4959.516602
	Iteration 19Q: 3 clusters Score -3112146 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3112261.500000 Penalty: 4959.516602
	Iteration 20F: 3 clusters Score -3112262 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -3112362.250000 Penalty: 4959.516602
	Iteration 21Q: 3 clusters Score -3112362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3112430.000000 Penalty: 4959.516602
	Iteration 22Q: 3 clusters Score -3112430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3112488.750000 Penalty: 4959.516602
	Iteration 23Q: 3 clusters Score -3112489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -3112527.500000 Penalty: 4959.516602
	Iteration 24Q: 3 clusters Score -3112528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3112548.500000 Penalty: 4959.516602
	Iteration 25Q: 3 clusters Score -3112548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3112579.000000 Penalty: 4959.516602
	Iteration 26Q: 3 clusters Score -3112579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3112612.000000 Penalty: 4959.516602
	Iteration 27Q: 3 clusters Score -3112612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3112629.750000 Penalty: 4959.516602
	Iteration 28Q: 3 clusters Score -3112630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3112639.750000 Penalty: 4959.516602
	Iteration 29Q: 3 clusters Score -3112640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -3112644.750000 Penalty: 4959.516602
	Iteration 30Q: 3 clusters Score -3112645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3112647.250000 Penalty: 4959.516602
	Iteration 31Q: 3 clusters Score -3112647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3112652.500000 Penalty: 4959.516602
	Iteration 32Q: 3 clusters Score -3112652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3112656.000000 Penalty: 4959.516602
	Iteration 33Q: 3 clusters Score -3112656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -3112657.500000 Penalty: 4959.516602
	Iteration 34Q: 3 clusters Score -3112658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3112658.250000 Penalty: 4959.516602
	Iteration 35Q: 3 clusters Score -3112658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -3112664.500000 Penalty: 4959.516602
	Iteration 36Q: 3 clusters Score -3112664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3112667.000000 Penalty: 4959.516602
	Iteration 37Q: 3 clusters Score -3112667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -3112674.750000 Penalty: 4959.516602
	Iteration 38Q: 3 clusters Score -3112675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -3112680.250000 Penalty: 4959.516602
	Iteration 39Q: 3 clusters Score -3112680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -3112683.500000 Penalty: 4959.516602
	Iteration 40F: 3 clusters Score -3112684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3112685.500000 Penalty: 4959.516602
	Iteration 41Q: 3 clusters Score -3112686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3112687.250000 Penalty: 4959.516602
	Iteration 42Q: 3 clusters Score -3112687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -3112692.000000 Penalty: 4959.516602
	Iteration 43Q: 3 clusters Score -3112692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -3112692.500000 Penalty: 4959.516602
	Iteration 44Q: 3 clusters Score -3112692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -3112691.250000 Penalty: 4959.516602
	Iteration 45Q: 3 clusters Score -3112691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3112691.750000 Penalty: 4959.516602
	Iteration 46Q: 3 clusters Score -3112692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 4959.516602
	Iteration 47Q: 3 clusters Score -3112692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3112691.500000 Penalty: 4959.516602
	Iteration 48F: 3 clusters Score -3112692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Entering Unmasked Estep 
Score: -1726180.125000 Penalty: 2333.194580
	Iteration 0F: 2 clusters Score -1726180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1717117.875000 Penalty: 4666.389160
	Iteration 0F: 3 clusters Score -1717118 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1719922.250000 Penalty: 4666.389160
	Iteration 1F: 3 clusters Score -1719922 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1720270.125000 Penalty: 4666.389160
	Iteration 2F: 3 clusters Score -1720270 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1720519.625000 Penalty: 4666.389160
	Iteration 3F: 3 clusters Score -1720520 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1720695.625000 Penalty: 4666.389160
	Iteration 4Q: 3 clusters Score -1720696 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1720840.500000 Penalty: 4666.389160
	Iteration 5Q: 3 clusters Score -1720840 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1720966.125000 Penalty: 4666.389160
	Iteration 6Q: 3 clusters Score -1720966 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1721080.750000 Penalty: 4666.389160
	Iteration 7Q: 3 clusters Score -1721081 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1721193.000000 Penalty: 4666.389160
	Iteration 8Q: 3 clusters Score -1721193 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1721334.875000 Penalty: 4666.389160
	Iteration 9Q: 3 clusters Score -1721335 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1721503.000000 Penalty: 4666.389160
	Iteration 10Q: 3 clusters Score -1721503 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1721725.750000 Penalty: 4666.389160
	Iteration 11Q: 3 clusters Score -1721726 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1721964.750000 Penalty: 4666.389160
	Iteration 12Q: 3 clusters Score -1721965 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1722245.625000 Penalty: 4666.389160
	Iteration 13Q: 3 clusters Score -1722246 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1722556.250000 Penalty: 4666.389160
	Iteration 14Q: 3 clusters Score -1722556 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1722838.625000 Penalty: 4666.389160
	Iteration 15Q: 3 clusters Score -1722839 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1723072.000000 Penalty: 4666.389160
	Iteration 16Q: 3 clusters Score -1723072 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1723230.250000 Penalty: 4666.389160
	Iteration 17Q: 3 clusters Score -1723230 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1723339.250000 Penalty: 4666.389160
	Iteration 18Q: 3 clusters Score -1723339 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1723414.750000 Penalty: 4666.389160
	Iteration 19Q: 3 clusters Score -1723415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1723476.625000 Penalty: 4666.389160
	Iteration 20F: 3 clusters Score -1723477 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1723527.250000 Penalty: 4666.389160
	Iteration 21Q: 3 clusters Score -1723527 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1723579.875000 Penalty: 4666.389160
	Iteration 22Q: 3 clusters Score -1723580 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1723612.750000 Penalty: 4666.389160
	Iteration 23Q: 3 clusters Score -1723613 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1723641.375000 Penalty: 4666.389160
	Iteration 24Q: 3 clusters Score -1723641 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1723657.750000 Penalty: 4666.389160
	Iteration 25Q: 3 clusters Score -1723658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1723674.375000 Penalty: 4666.389160
	Iteration 26Q: 3 clusters Score -1723674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1723685.250000 Penalty: 4666.389160
	Iteration 27Q: 3 clusters Score -1723685 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1723702.250000 Penalty: 4666.389160
	Iteration 28Q: 3 clusters Score -1723702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1723712.125000 Penalty: 4666.389160
	Iteration 29Q: 3 clusters Score -1723712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1723739.500000 Penalty: 4666.389160
	Iteration 30Q: 3 clusters Score -1723740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1723752.375000 Penalty: 4666.389160
	Iteration 31Q: 3 clusters Score -1723752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1723778.250000 Penalty: 4666.389160
	Iteration 32Q: 3 clusters Score -1723778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1723808.875000 Penalty: 4666.389160
	Iteration 33Q: 3 clusters Score -1723809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1723835.125000 Penalty: 4666.389160
	Iteration 34Q: 3 clusters Score -1723835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1723855.250000 Penalty: 4666.389160
	Iteration 35Q: 3 clusters Score -1723855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1723872.375000 Penalty: 4666.389160
	Iteration 36Q: 3 clusters Score -1723872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1723884.125000 Penalty: 4666.389160
	Iteration 37Q: 3 clusters Score -1723884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1723900.375000 Penalty: 4666.389160
	Iteration 38Q: 3 clusters Score -1723900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1723904.625000 Penalty: 4666.389160
	Iteration 39Q: 3 clusters Score -1723905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1723919.000000 Penalty: 4666.389160
	Iteration 40F: 3 clusters Score -1723919 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1723937.125000 Penalty: 4666.389160
	Iteration 41Q: 3 clusters Score -1723937 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1723960.250000 Penalty: 4666.389160
	Iteration 42Q: 3 clusters Score -1723960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1723978.875000 Penalty: 4666.389160
	Iteration 43Q: 3 clusters Score -1723979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1723996.000000 Penalty: 4666.389160
	Iteration 44Q: 3 clusters Score -1723996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1724000.125000 Penalty: 4666.389160
	Iteration 45Q: 3 clusters Score -1724000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1724007.125000 Penalty: 4666.389160
	Iteration 46Q: 3 clusters Score -1724007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1724008.375000 Penalty: 4666.389160
	Iteration 47Q: 3 clusters Score -1724008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1724009.625000 Penalty: 4666.389160
	Iteration 48Q: 3 clusters Score -1724010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1724012.125000 Penalty: 4666.389160
	Iteration 49Q: 3 clusters Score -1724012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1724015.000000 Penalty: 4666.389160
	Iteration 50Q: 3 clusters Score -1724015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1724017.250000 Penalty: 4666.389160
	Iteration 51Q: 3 clusters Score -1724017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1724019.750000 Penalty: 4666.389160
	Iteration 52Q: 3 clusters Score -1724020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1724020.750000 Penalty: 4666.389160
	Iteration 53Q: 3 clusters Score -1724021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1724028.875000 Penalty: 4666.389160
	Iteration 54Q: 3 clusters Score -1724029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1724032.250000 Penalty: 4666.389160
	Iteration 55Q: 3 clusters Score -1724032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1724032.375000 Penalty: 4666.389160
	Iteration 56Q: 3 clusters Score -1724032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1724036.000000 Penalty: 4666.389160
	Iteration 57Q: 3 clusters Score -1724036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1724038.125000 Penalty: 4666.389160
	Iteration 58Q: 3 clusters Score -1724038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1724036.625000 Penalty: 4666.389160
	Iteration 59Q: 3 clusters Score -1724037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1724039.250000 Penalty: 4666.389160
	Iteration 60F: 3 clusters Score -1724039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1724040.500000 Penalty: 4666.389160
	Iteration 61Q: 3 clusters Score -1724040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1724042.500000 Penalty: 4666.389160
	Iteration 62Q: 3 clusters Score -1724042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1724046.375000 Penalty: 4666.389160
	Iteration 63Q: 3 clusters Score -1724046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1724046.750000 Penalty: 4666.389160
	Iteration 64Q: 3 clusters Score -1724047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1724046.000000 Penalty: 4666.389160
	Iteration 65Q: 3 clusters Score -1724046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1724048.000000 Penalty: 4666.389160
	Iteration 66Q: 3 clusters Score -1724048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1724047.875000 Penalty: 4666.389160
	Iteration 67Q: 3 clusters Score -1724048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1724054.750000 Penalty: 4666.389160
	Iteration 68Q: 3 clusters Score -1724055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1724050.250000 Penalty: 4666.389160
	Iteration 69Q: 3 clusters Score -1724050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1724056.875000 Penalty: 4666.389160
	Iteration 70Q: 3 clusters Score -1724057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1724057.000000 Penalty: 4666.389160
	Iteration 71Q: 3 clusters Score -1724057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1724064.625000 Penalty: 4666.389160
	Iteration 72Q: 3 clusters Score -1724065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1724068.500000 Penalty: 4666.389160
	Iteration 73Q: 3 clusters Score -1724068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1724076.125000 Penalty: 4666.389160
	Iteration 74Q: 3 clusters Score -1724076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1724078.625000 Penalty: 4666.389160
	Iteration 75Q: 3 clusters Score -1724079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1724088.875000 Penalty: 4666.389160
	Iteration 76Q: 3 clusters Score -1724089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1724097.500000 Penalty: 4666.389160
	Iteration 77Q: 3 clusters Score -1724098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1724100.750000 Penalty: 4666.389160
	Iteration 78Q: 3 clusters Score -1724101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1724106.875000 Penalty: 4666.389160
	Iteration 79Q: 3 clusters Score -1724107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1724114.125000 Penalty: 4666.389160
	Iteration 80F: 3 clusters Score -1724114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1724118.375000 Penalty: 4666.389160
	Iteration 81Q: 3 clusters Score -1724118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1724125.625000 Penalty: 4666.389160
	Iteration 82Q: 3 clusters Score -1724126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1724127.750000 Penalty: 4666.389160
	Iteration 83Q: 3 clusters Score -1724128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1724134.625000 Penalty: 4666.389160
	Iteration 84Q: 3 clusters Score -1724135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1724140.250000 Penalty: 4666.389160
	Iteration 85Q: 3 clusters Score -1724140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1724145.250000 Penalty: 4666.389160
	Iteration 86Q: 3 clusters Score -1724145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1724148.000000 Penalty: 4666.389160
	Iteration 87Q: 3 clusters Score -1724148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1724151.250000 Penalty: 4666.389160
	Iteration 88Q: 3 clusters Score -1724151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1724152.750000 Penalty: 4666.389160
	Iteration 89Q: 3 clusters Score -1724153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1724151.375000 Penalty: 4666.389160
	Iteration 90Q: 3 clusters Score -1724151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1724157.625000 Penalty: 4666.389160
	Iteration 91Q: 3 clusters Score -1724158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1724158.000000 Penalty: 4666.389160
	Iteration 92Q: 3 clusters Score -1724158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1724157.000000 Penalty: 4666.389160
	Iteration 93Q: 3 clusters Score -1724157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1724160.375000 Penalty: 4666.389160
	Iteration 94Q: 3 clusters Score -1724160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1724159.000000 Penalty: 4666.389160
	Iteration 95Q: 3 clusters Score -1724159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1724157.750000 Penalty: 4666.389160
	Iteration 96Q: 3 clusters Score -1724158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1724159.125000 Penalty: 4666.389160
	Iteration 97Q: 3 clusters Score -1724159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1724158.125000 Penalty: 4666.389160
	Iteration 98Q: 3 clusters Score -1724158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1724161.125000 Penalty: 4666.389160
	Iteration 99Q: 3 clusters Score -1724161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1724160.500000 Penalty: 4666.389160
	Iteration 100F: 3 clusters Score -1724160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120457 members 
Mstep: Class 2 contains 99417 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155495 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27405 members 
Mstep: Class 8 contains 16224 members 
Mstep: Class 9 contains 96691 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19360 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929192.000000 Penalty: 62815.007812
Iteration 199Q: 20 clusters Score -8.492919e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 99410 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155486 members 
Mstep: Class 5 contains 8863 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27401 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19363 members 
Mstep: Class 16 contains 1807 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22001 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 200F: 20 clusters Score -8.492909e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120503 members 
Mstep: Class 2 contains 99401 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155485 members 
Mstep: Class 5 contains 8855 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27399 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 96701 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19363 members 
Mstep: Class 16 contains 1806 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22002 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929168.000000 Penalty: 62815.007812
Iteration 201Q: 20 clusters Score -8.492917e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120528 members 
Mstep: Class 2 contains 99402 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155457 members 
Mstep: Class 5 contains 8847 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27395 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 96711 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19371 members 
Mstep: Class 16 contains 1805 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22006 members 
Mstep: Class 24 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 202Q: 20 clusters Score -8.492911e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 99398 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155444 members 
Mstep: Class 5 contains 8841 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27393 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 96711 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29355 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19370 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22008 members 
Mstep: Class 24 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929072.000000 Penalty: 62815.007812
Iteration 203Q: 20 clusters Score -8.492907e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120564 members 
Mstep: Class 2 contains 99386 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155432 members 
Mstep: Class 5 contains 8837 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27393 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 96721 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29353 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19371 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 204Q: 20 clusters Score -8.492911e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120570 members 
Mstep: Class 2 contains 99398 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155415 members 
Mstep: Class 5 contains 8831 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 96731 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19371 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 205Q: 20 clusters Score -8.492915e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120590 members 
Mstep: Class 2 contains 99410 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155395 members 
Mstep: Class 5 contains 8823 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27387 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 96734 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19365 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929288.000000 Penalty: 62815.007812
Iteration 206Q: 20 clusters Score -8.492929e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120619 members 
Mstep: Class 2 contains 99395 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155394 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27383 members 
Mstep: Class 8 contains 16225 members 
Mstep: Class 9 contains 96732 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19365 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929328.000000 Penalty: 62815.007812
Iteration 207Q: 20 clusters Score -8.492933e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120643 members 
Mstep: Class 2 contains 99367 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155400 members 
Mstep: Class 5 contains 8814 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 16222 members 
Mstep: Class 9 contains 96742 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29355 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19361 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929272.000000 Penalty: 62815.007812
Iteration 208Q: 20 clusters Score -8.492927e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 99352 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155405 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27377 members 
Mstep: Class 8 contains 16219 members 
Mstep: Class 9 contains 96746 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929296.000000 Penalty: 62815.007812
Iteration 209Q: 20 clusters Score -8.49293e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120686 members 
Mstep: Class 2 contains 99329 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155401 members 
Mstep: Class 5 contains 8807 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27377 members 
Mstep: Class 8 contains 16216 members 
Mstep: Class 9 contains 96754 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19351 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929336.000000 Penalty: 62815.007812
Iteration 210Q: 20 clusters Score -8.492934e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120704 members 
Mstep: Class 2 contains 99304 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155395 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27381 members 
Mstep: Class 8 contains 16212 members 
Mstep: Class 9 contains 96763 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29367 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19351 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929280.000000 Penalty: 62815.007812
Iteration 211Q: 20 clusters Score -8.492928e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120722 members 
Mstep: Class 2 contains 99282 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155408 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27378 members 
Mstep: Class 8 contains 16207 members 
Mstep: Class 9 contains 96760 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19350 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929208.000000 Penalty: 62815.007812
Iteration 212Q: 20 clusters Score -8.492921e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 99278 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155404 members 
Mstep: Class 5 contains 8807 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27373 members 
Mstep: Class 8 contains 16208 members 
Mstep: Class 9 contains 96761 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19344 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22023 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929200.000000 Penalty: 62815.007812
Iteration 213Q: 20 clusters Score -8.49292e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120751 members 
Mstep: Class 2 contains 99284 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155390 members 
Mstep: Class 5 contains 8805 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27368 members 
Mstep: Class 8 contains 16209 members 
Mstep: Class 9 contains 96767 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19336 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1916 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22021 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929320.000000 Penalty: 62815.007812
Iteration 214Q: 20 clusters Score -8.492932e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 99274 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155389 members 
Mstep: Class 5 contains 8806 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27366 members 
Mstep: Class 8 contains 16210 members 
Mstep: Class 9 contains 96770 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19329 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929200.000000 Penalty: 62815.007812
Iteration 215Q: 20 clusters Score -8.49292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 99258 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155400 members 
Mstep: Class 5 contains 8804 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27364 members 
Mstep: Class 8 contains 16210 members 
Mstep: Class 9 contains 96783 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29379 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929128.000000 Penalty: 62815.007812
Iteration 216Q: 20 clusters Score -8.492913e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 99251 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155409 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27361 members 
Mstep: Class 8 contains 16208 members 
Mstep: Class 9 contains 96790 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29381 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19304 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929120.000000 Penalty: 62815.007812
Iteration 217Q: 20 clusters Score -8.492912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120799 members 
Mstep: Class 2 contains 99262 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155402 members 
Mstep: Class 5 contains 8800 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27358 members 
Mstep: Class 8 contains 16209 members 
Mstep: Class 9 contains 96790 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29381 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19296 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 218Q: 20 clusters Score -8.492916e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120807 members 
Mstep: Class 2 contains 99280 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155393 members 
Mstep: Class 5 contains 8799 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27358 members 
Mstep: Class 8 contains 16209 members 
Mstep: Class 9 contains 96784 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29381 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19287 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929264.000000 Penalty: 62815.007812
Iteration 219Q: 20 clusters Score -8.492926e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120818 members 
Mstep: Class 2 contains 99283 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155405 members 
Mstep: Class 5 contains 8794 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27355 members 
Mstep: Class 8 contains 16207 members 
Mstep: Class 9 contains 96787 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29379 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19278 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22006 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929240.000000 Penalty: 62815.007812
Iteration 220F: 20 clusters Score -8.492924e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120835 members 
Mstep: Class 2 contains 99298 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155391 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27352 members 
Mstep: Class 8 contains 16203 members 
Mstep: Class 9 contains 96784 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29381 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19269 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929224.000000 Penalty: 62815.007812
Iteration 221Q: 20 clusters Score -8.492922e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120845 members 
Mstep: Class 2 contains 99297 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155399 members 
Mstep: Class 5 contains 8793 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27348 members 
Mstep: Class 8 contains 16200 members 
Mstep: Class 9 contains 96787 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29379 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929176.000000 Penalty: 62815.007812
Iteration 222Q: 20 clusters Score -8.492918e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120858 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155398 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27349 members 
Mstep: Class 8 contains 16200 members 
Mstep: Class 9 contains 96780 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19252 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929128.000000 Penalty: 62815.007812
Iteration 223Q: 20 clusters Score -8.492913e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120870 members 
Mstep: Class 2 contains 99314 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155387 members 
Mstep: Class 5 contains 8790 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27349 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 96774 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19250 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 224Q: 20 clusters Score -8.492916e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120882 members 
Mstep: Class 2 contains 99314 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155377 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27349 members 
Mstep: Class 8 contains 16196 members 
Mstep: Class 9 contains 96774 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19249 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929072.000000 Penalty: 62815.007812
Iteration 225Q: 20 clusters Score -8.492907e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120894 members 
Mstep: Class 2 contains 99312 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155369 members 
Mstep: Class 5 contains 8788 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27349 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 96775 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19249 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929080.000000 Penalty: 62815.007812
Iteration 226Q: 20 clusters Score -8.492908e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120904 members 
Mstep: Class 2 contains 99315 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155364 members 
Mstep: Class 5 contains 8783 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27348 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 96776 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19250 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1915 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22006 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929040.000000 Penalty: 62815.007812
Iteration 227Q: 20 clusters Score -8.492904e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120915 members 
Mstep: Class 2 contains 99320 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155354 members 
Mstep: Class 5 contains 8779 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27346 members 
Mstep: Class 8 contains 16198 members 
Mstep: Class 9 contains 96777 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19248 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929000.000000 Penalty: 62815.007812
Iteration 228Q: 20 clusters Score -8.4929e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 99320 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155361 members 
Mstep: Class 5 contains 8773 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 96775 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22004 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 229Q: 20 clusters Score -8.492897e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 99318 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155364 members 
Mstep: Class 5 contains 8769 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27339 members 
Mstep: Class 8 contains 16197 members 
Mstep: Class 9 contains 96771 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22003 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929032.000000 Penalty: 62815.007812
Iteration 230Q: 20 clusters Score -8.492903e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120959 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155364 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 96768 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19230 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22003 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 231Q: 20 clusters Score -8.492898e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120974 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155349 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 96768 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19227 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 232Q: 20 clusters Score -8.492889e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 120988 members 
Mstep: Class 2 contains 99318 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155338 members 
Mstep: Class 5 contains 8767 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 96774 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19225 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 233Q: 20 clusters Score -8.492897e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121003 members 
Mstep: Class 2 contains 99323 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155328 members 
Mstep: Class 5 contains 8766 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 96773 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19218 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22004 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 234Q: 20 clusters Score -8.492893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121018 members 
Mstep: Class 2 contains 99334 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155311 members 
Mstep: Class 5 contains 8763 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16191 members 
Mstep: Class 9 contains 96773 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19215 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22004 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 235Q: 20 clusters Score -8.492893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121040 members 
Mstep: Class 2 contains 99337 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155299 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27336 members 
Mstep: Class 8 contains 16192 members 
Mstep: Class 9 contains 96771 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22003 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 236Q: 20 clusters Score -8.492898e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121054 members 
Mstep: Class 2 contains 99333 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155291 members 
Mstep: Class 5 contains 8754 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 96774 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19204 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 237Q: 20 clusters Score -8.492889e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 99343 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155277 members 
Mstep: Class 5 contains 8750 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27338 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 96772 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19200 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22005 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 238Q: 20 clusters Score -8.492893e+07 nChanged 131
Entering ConstructFrom: 
Score: -84928928.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (121087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121087 members 
Entering Unmasked Estep 
Score: -16964820.000000 Penalty: 2902.657715
	Iteration 0F: 2 clusters Score -1.696482e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60591 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -16886974.000000 Penalty: 5805.315430
	Iteration 0F: 3 clusters Score -1.688697e+07 nChanged 57345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -16920758.000000 Penalty: 5805.315430
	Iteration 1F: 3 clusters Score -1.692076e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 60073 members 
Entering Unmasked Estep 
Score: -16922154.000000 Penalty: 5805.315430
	Iteration 2Q: 3 clusters Score -1.692215e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -16923762.000000 Penalty: 5805.315430
	Iteration 3Q: 3 clusters Score -1.692376e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -16925806.000000 Penalty: 5805.315430
	Iteration 4Q: 3 clusters Score -1.692581e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60359 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -16928758.000000 Penalty: 5805.315430
	Iteration 5Q: 3 clusters Score -1.692876e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -16932742.000000 Penalty: 5805.315430
	Iteration 6F: 3 clusters Score -1.693274e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -16937884.000000 Penalty: 5805.315430
	Iteration 7F: 3 clusters Score -1.693788e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 63239 members 
Entering Unmasked Estep 
Score: -16943328.000000 Penalty: 5805.315430
	Iteration 8F: 3 clusters Score -1.694333e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -16947228.000000 Penalty: 5805.315430
	Iteration 9F: 3 clusters Score -1.694723e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 64273 members 
Entering Unmasked Estep 
Score: -16948702.000000 Penalty: 5805.315430
	Iteration 10Q: 3 clusters Score -1.69487e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -16949300.000000 Penalty: 5805.315430
	Iteration 11Q: 3 clusters Score -1.69493e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -16949578.000000 Penalty: 5805.315430
	Iteration 12Q: 3 clusters Score -1.694958e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -16949722.000000 Penalty: 5805.315430
	Iteration 13Q: 3 clusters Score -1.694972e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -16949840.000000 Penalty: 5805.315430
	Iteration 14Q: 3 clusters Score -1.694984e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -16949940.000000 Penalty: 5805.315430
	Iteration 15Q: 3 clusters Score -1.694994e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 66243 members 
Entering Unmasked Estep 
Score: -16950270.000000 Penalty: 5805.315430
	Iteration 16Q: 3 clusters Score -1.695027e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 66568 members 
Entering Unmasked Estep 
Score: -16950466.000000 Penalty: 5805.315430
	Iteration 17Q: 3 clusters Score -1.695047e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -16950708.000000 Penalty: 5805.315430
	Iteration 18Q: 3 clusters Score -1.695071e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -16950914.000000 Penalty: 5805.315430
	Iteration 19Q: 3 clusters Score -1.695091e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -16951064.000000 Penalty: 5805.315430
	Iteration 20F: 3 clusters Score -1.695106e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
Score: -16951358.000000 Penalty: 5805.315430
	Iteration 21Q: 3 clusters Score -1.695136e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
Score: -16951638.000000 Penalty: 5805.315430
	Iteration 22Q: 3 clusters Score -1.695164e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 68883 members 
Entering Unmasked Estep 
Score: -16951996.000000 Penalty: 5805.315430
	Iteration 23Q: 3 clusters Score -1.6952e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -16952388.000000 Penalty: 5805.315430
	Iteration 24Q: 3 clusters Score -1.695239e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -16952786.000000 Penalty: 5805.315430
	Iteration 25Q: 3 clusters Score -1.695279e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 70631 members 
Entering Unmasked Estep 
Score: -16953316.000000 Penalty: 5805.315430
	Iteration 26Q: 3 clusters Score -1.695332e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 71367 members 
Entering Unmasked Estep 
Score: -16953774.000000 Penalty: 5805.315430
	Iteration 27Q: 3 clusters Score -1.695377e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 72162 members 
Entering Unmasked Estep 
Score: -16954302.000000 Penalty: 5805.315430
	Iteration 28Q: 3 clusters Score -1.69543e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -16955004.000000 Penalty: 5805.315430
	Iteration 29Q: 3 clusters Score -1.6955e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -16955726.000000 Penalty: 5805.315430
	Iteration 30Q: 3 clusters Score -1.695573e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -16956392.000000 Penalty: 5805.315430
	Iteration 31Q: 3 clusters Score -1.695639e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -16957174.000000 Penalty: 5805.315430
	Iteration 32Q: 3 clusters Score -1.695717e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -16957952.000000 Penalty: 5805.315430
	Iteration 33Q: 3 clusters Score -1.695795e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -16958570.000000 Penalty: 5805.315430
	Iteration 34Q: 3 clusters Score -1.695857e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -16959042.000000 Penalty: 5805.315430
	Iteration 35Q: 3 clusters Score -1.695904e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 81082 members 
Entering Unmasked Estep 
Score: -16959280.000000 Penalty: 5805.315430
	Iteration 36Q: 3 clusters Score -1.695928e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -16959504.000000 Penalty: 5805.315430
	Iteration 37Q: 3 clusters Score -1.69595e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -16959736.000000 Penalty: 5805.315430
	Iteration 38Q: 3 clusters Score -1.695974e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -16959982.000000 Penalty: 5805.315430
	Iteration 39Q: 3 clusters Score -1.695998e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -16960406.000000 Penalty: 5805.315430
	Iteration 40F: 3 clusters Score -1.696041e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -16960700.000000 Penalty: 5805.315430
	Iteration 41Q: 3 clusters Score -1.69607e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -16960900.000000 Penalty: 5805.315430
	Iteration 42Q: 3 clusters Score -1.69609e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 86960 members 
Entering Unmasked Estep 
Score: -16961064.000000 Penalty: 5805.315430
	Iteration 43Q: 3 clusters Score -1.696106e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -16961208.000000 Penalty: 5805.315430
	Iteration 44Q: 3 clusters Score -1.696121e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -16961266.000000 Penalty: 5805.315430
	Iteration 45Q: 3 clusters Score -1.696127e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -16961338.000000 Penalty: 5805.315430
	Iteration 46Q: 3 clusters Score -1.696134e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -16961336.000000 Penalty: 5805.315430
	Iteration 47Q: 3 clusters Score -1.696134e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -16961408.000000 Penalty: 5805.315430
	Iteration 48Q: 3 clusters Score -1.696141e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -16961536.000000 Penalty: 5805.315430
	Iteration 49Q: 3 clusters Score -1.696154e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -16961528.000000 Penalty: 5805.315430
	Iteration 50Q: 3 clusters Score -1.696153e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -16961600.000000 Penalty: 5805.315430
	Iteration 51Q: 3 clusters Score -1.69616e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -16961634.000000 Penalty: 5805.315430
	Iteration 52Q: 3 clusters Score -1.696163e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 92751 members 
Entering Unmasked Estep 
Score: -16961664.000000 Penalty: 5805.315430
	Iteration 53Q: 3 clusters Score -1.696166e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 93098 members 
Entering Unmasked Estep 
Score: -16961722.000000 Penalty: 5805.315430
	Iteration 54Q: 3 clusters Score -1.696172e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -16961762.000000 Penalty: 5805.315430
	Iteration 55Q: 3 clusters Score -1.696176e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -16961810.000000 Penalty: 5805.315430
	Iteration 56Q: 3 clusters Score -1.696181e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 94008 members 
Entering Unmasked Estep 
Score: -16961778.000000 Penalty: 5805.315430
	Iteration 57Q: 3 clusters Score -1.696178e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -16961790.000000 Penalty: 5805.315430
	Iteration 58Q: 3 clusters Score -1.696179e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 94527 members 
Entering Unmasked Estep 
Score: -16961790.000000 Penalty: 5805.315430
	Iteration 59Q: 3 clusters Score -1.696179e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 94755 members 
Entering Unmasked Estep 
Score: -16961794.000000 Penalty: 5805.315430
	Iteration 60F: 3 clusters Score -1.696179e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -16961784.000000 Penalty: 5805.315430
	Iteration 61Q: 3 clusters Score -1.696178e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -16961780.000000 Penalty: 5805.315430
	Iteration 62Q: 3 clusters Score -1.696178e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 95362 members 
Entering Unmasked Estep 
Score: -16961792.000000 Penalty: 5805.315430
	Iteration 63Q: 3 clusters Score -1.696179e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 95543 members 
Entering Unmasked Estep 
Score: -16961798.000000 Penalty: 5805.315430
	Iteration 64Q: 3 clusters Score -1.69618e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -16961850.000000 Penalty: 5805.315430
	Iteration 65Q: 3 clusters Score -1.696185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -16961836.000000 Penalty: 5805.315430
	Iteration 66Q: 3 clusters Score -1.696184e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
Score: -16961836.000000 Penalty: 5805.315430
	Iteration 67Q: 3 clusters Score -1.696184e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 96355 members 
Entering Unmasked Estep 
Score: -16961822.000000 Penalty: 5805.315430
	Iteration 68Q: 3 clusters Score -1.696182e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -16961826.000000 Penalty: 5805.315430
	Iteration 69Q: 3 clusters Score -1.696183e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -16961846.000000 Penalty: 5805.315430
	Iteration 70Q: 3 clusters Score -1.696185e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -16961822.000000 Penalty: 5805.315430
	Iteration 71Q: 3 clusters Score -1.696182e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 97119 members 
Entering Unmasked Estep 
Score: -16961806.000000 Penalty: 5805.315430
	Iteration 72Q: 3 clusters Score -1.696181e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -16961818.000000 Penalty: 5805.315430
	Iteration 73Q: 3 clusters Score -1.696182e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -16961840.000000 Penalty: 5805.315430
	Iteration 74Q: 3 clusters Score -1.696184e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
Score: -16961804.000000 Penalty: 5805.315430
	Iteration 75Q: 3 clusters Score -1.69618e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -16961800.000000 Penalty: 5805.315430
	Iteration 76Q: 3 clusters Score -1.69618e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -16961800.000000 Penalty: 5805.315430
	Iteration 77Q: 3 clusters Score -1.69618e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 98103 members 
Entering Unmasked Estep 
Score: -16961798.000000 Penalty: 5805.315430
	Iteration 78Q: 3 clusters Score -1.69618e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -16961796.000000 Penalty: 5805.315430
	Iteration 79Q: 3 clusters Score -1.69618e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 98327 members 
Entering Unmasked Estep 
Score: -16961798.000000 Penalty: 5805.315430
	Iteration 80F: 3 clusters Score -1.69618e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 98430 members 
Entering Unmasked Estep 
Score: -16961784.000000 Penalty: 5805.315430
	Iteration 81Q: 3 clusters Score -1.696178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 98508 members 
Entering Unmasked Estep 
Score: -16961796.000000 Penalty: 5805.315430
	Iteration 82Q: 3 clusters Score -1.69618e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 98599 members 
Entering Unmasked Estep 
Score: -16961806.000000 Penalty: 5805.315430
	Iteration 83Q: 3 clusters Score -1.696181e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -16961780.000000 Penalty: 5805.315430
	Iteration 84Q: 3 clusters Score -1.696178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -16961782.000000 Penalty: 5805.315430
	Iteration 85Q: 3 clusters Score -1.696178e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -16961778.000000 Penalty: 5805.315430
	Iteration 86Q: 3 clusters Score -1.696178e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -16961762.000000 Penalty: 5805.315430
	Iteration 87Q: 3 clusters Score -1.696176e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -16961756.000000 Penalty: 5805.315430
	Iteration 88Q: 3 clusters Score -1.696176e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 99078 members 
Entering Unmasked Estep 
Score: -16961766.000000 Penalty: 5805.315430
	Iteration 89Q: 3 clusters Score -1.696177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 99139 members 
Entering Unmasked Estep 
Score: -16961732.000000 Penalty: 5805.315430
	Iteration 90Q: 3 clusters Score -1.696173e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 99194 members 
Entering Unmasked Estep 
Score: -16961732.000000 Penalty: 5805.315430
	Iteration 91Q: 3 clusters Score -1.696173e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 99262 members 
Entering Unmasked Estep 
Score: -16961788.000000 Penalty: 5805.315430
	Iteration 92Q: 3 clusters Score -1.696179e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 99314 members 
Entering Unmasked Estep 
Score: -16961782.000000 Penalty: 5805.315430
	Iteration 93Q: 3 clusters Score -1.696178e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -16961766.000000 Penalty: 5805.315430
	Iteration 94Q: 3 clusters Score -1.696177e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -16961750.000000 Penalty: 5805.315430
	Iteration 95Q: 3 clusters Score -1.696175e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -16961748.000000 Penalty: 5805.315430
	Iteration 96Q: 3 clusters Score -1.696175e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 99498 members 
Entering Unmasked Estep 
Score: -16961758.000000 Penalty: 5805.315430
	Iteration 97Q: 3 clusters Score -1.696176e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -16961762.000000 Penalty: 5805.315430
	Iteration 98Q: 3 clusters Score -1.696176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 99596 members 
Entering Unmasked Estep 
Score: -16961768.000000 Penalty: 5805.315430
	Iteration 99Q: 3 clusters Score -1.696177e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 99646 members 
Entering Unmasked Estep 
Score: -16961784.000000 Penalty: 5805.315430
	Iteration 100F: 3 clusters Score -1.696178e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 99701 members 
Entering Unmasked Estep 
Score: -16961784.000000 Penalty: 5805.315430
	Iteration 101Q: 3 clusters Score -1.696178e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 99755 members 
Entering Unmasked Estep 
Score: -16961822.000000 Penalty: 5805.315430
	Iteration 102Q: 3 clusters Score -1.696182e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 99801 members 
Entering Unmasked Estep 
Score: -16961826.000000 Penalty: 5805.315430
	Iteration 103Q: 3 clusters Score -1.696183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -16961812.000000 Penalty: 5805.315430
	Iteration 104Q: 3 clusters Score -1.696181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -16961826.000000 Penalty: 5805.315430
	Iteration 105Q: 3 clusters Score -1.696183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -16961842.000000 Penalty: 5805.315430
	Iteration 106Q: 3 clusters Score -1.696184e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -16961828.000000 Penalty: 5805.315430
	Iteration 107Q: 3 clusters Score -1.696183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 99971 members 
Entering Unmasked Estep 
Score: -16961834.000000 Penalty: 5805.315430
	Iteration 108Q: 3 clusters Score -1.696183e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -16961816.000000 Penalty: 5805.315430
	Iteration 109Q: 3 clusters Score -1.696182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 100010 members 
Entering Unmasked Estep 
Score: -16961812.000000 Penalty: 5805.315430
	Iteration 110Q: 3 clusters Score -1.696181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 100029 members 
Entering Unmasked Estep 
Score: -16961810.000000 Penalty: 5805.315430
	Iteration 111Q: 3 clusters Score -1.696181e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 100052 members 
Entering Unmasked Estep 
Score: -16961806.000000 Penalty: 5805.315430
	Iteration 112Q: 3 clusters Score -1.696181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 100071 members 
Entering Unmasked Estep 
Score: -16961824.000000 Penalty: 5805.315430
	Iteration 113Q: 3 clusters Score -1.696182e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 100093 members 
Entering Unmasked Estep 
Score: -16961800.000000 Penalty: 5805.315430
	Iteration 114Q: 3 clusters Score -1.69618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 100116 members 
Entering Unmasked Estep 
Score: -16961810.000000 Penalty: 5805.315430
	Iteration 115Q: 3 clusters Score -1.696181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 100136 members 
Entering Unmasked Estep 
Score: -16961816.000000 Penalty: 5805.315430
	Iteration 116Q: 3 clusters Score -1.696182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -16961820.000000 Penalty: 5805.315430
	Iteration 117Q: 3 clusters Score -1.696182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 100180 members 
Entering Unmasked Estep 
Score: -16961832.000000 Penalty: 5805.315430
	Iteration 118Q: 3 clusters Score -1.696183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 100188 members 
Entering Unmasked Estep 
Score: -16961828.000000 Penalty: 5805.315430
	Iteration 119Q: 3 clusters Score -1.696183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 100197 members 
Entering Unmasked Estep 
Score: -16961832.000000 Penalty: 5805.315430
	Iteration 120F: 3 clusters Score -1.696183e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 100205 members 
Entering Unmasked Estep 
Score: -16961824.000000 Penalty: 5805.315430
	Iteration 121Q: 3 clusters Score -1.696182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 100216 members 
Entering Unmasked Estep 
Score: -16961828.000000 Penalty: 5805.315430
	Iteration 122Q: 3 clusters Score -1.696183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 100231 members 
Entering Unmasked Estep 
Score: -16961818.000000 Penalty: 5805.315430
	Iteration 123Q: 3 clusters Score -1.696182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 100247 members 
Entering Unmasked Estep 
Score: -16961806.000000 Penalty: 5805.315430
	Iteration 124Q: 3 clusters Score -1.696181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 100268 members 
Entering Unmasked Estep 
Score: -16961804.000000 Penalty: 5805.315430
	Iteration 125Q: 3 clusters Score -1.69618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 100283 members 
Entering Unmasked Estep 
Score: -16961818.000000 Penalty: 5805.315430
	Iteration 126Q: 3 clusters Score -1.696182e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 100299 members 
Entering Unmasked Estep 
Score: -16961804.000000 Penalty: 5805.315430
	Iteration 127Q: 3 clusters Score -1.69618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 100320 members 
Entering Unmasked Estep 
Score: -16961796.000000 Penalty: 5805.315430
	Iteration 128Q: 3 clusters Score -1.69618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 100333 members 
Entering Unmasked Estep 
Score: -16961800.000000 Penalty: 5805.315430
	Iteration 129Q: 3 clusters Score -1.69618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 100346 members 
Entering Unmasked Estep 
Score: -16961808.000000 Penalty: 5805.315430
	Iteration 130Q: 3 clusters Score -1.696181e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 100359 members 
Entering Unmasked Estep 
Score: -16961810.000000 Penalty: 5805.315430
	Iteration 131Q: 3 clusters Score -1.696181e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 100373 members 
Entering Unmasked Estep 
Score: -16961798.000000 Penalty: 5805.315430
	Iteration 132Q: 3 clusters Score -1.69618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 100385 members 
Entering Unmasked Estep 
Score: -16961808.000000 Penalty: 5805.315430
	Iteration 133Q: 3 clusters Score -1.696181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 100394 members 
Entering Unmasked Estep 
Score: -16961820.000000 Penalty: 5805.315430
	Iteration 134Q: 3 clusters Score -1.696182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 100409 members 
Entering Unmasked Estep 
Score: -16961820.000000 Penalty: 5805.315430
	Iteration 135Q: 3 clusters Score -1.696182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 100424 members 
Entering Unmasked Estep 
Score: -16961806.000000 Penalty: 5805.315430
	Iteration 136Q: 3 clusters Score -1.696181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 100444 members 
Entering Unmasked Estep 
Score: -16961814.000000 Penalty: 5805.315430
	Iteration 137Q: 3 clusters Score -1.696181e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -16961802.000000 Penalty: 5805.315430
	Iteration 138Q: 3 clusters Score -1.69618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 100486 members 
Entering Unmasked Estep 
Score: -16961794.000000 Penalty: 5805.315430
	Iteration 139Q: 3 clusters Score -1.696179e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -16961800.000000 Penalty: 5805.315430
	Iteration 140F: 3 clusters Score -1.69618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 100523 members 
Entering Unmasked Estep 
Score: -16961828.000000 Penalty: 5805.315430
	Iteration 141Q: 3 clusters Score -1.696183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 100544 members 
Entering Unmasked Estep 
Score: -16961816.000000 Penalty: 5805.315430
	Iteration 142Q: 3 clusters Score -1.696182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -16961816.000000 Penalty: 5805.315430
	Iteration 143Q: 3 clusters Score -1.696182e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -16961824.000000 Penalty: 5805.315430
	Iteration 144Q: 3 clusters Score -1.696182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 100613 members 
Entering Unmasked Estep 
Score: -16961852.000000 Penalty: 5805.315430
	Iteration 145Q: 3 clusters Score -1.696185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -16961834.000000 Penalty: 5805.315430
	Iteration 146Q: 3 clusters Score -1.696183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 100637 members 
Entering Unmasked Estep 
Score: -16961856.000000 Penalty: 5805.315430
	Iteration 147Q: 3 clusters Score -1.696186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 100647 members 
Entering Unmasked Estep 
Score: -16961858.000000 Penalty: 5805.315430
	Iteration 148Q: 3 clusters Score -1.696186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
Score: -16961846.000000 Penalty: 5805.315430
	Iteration 149Q: 3 clusters Score -1.696185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -16961858.000000 Penalty: 5805.315430
	Iteration 150Q: 3 clusters Score -1.696186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 100665 members 
Entering Unmasked Estep 
Score: -16961852.000000 Penalty: 5805.315430
	Iteration 151Q: 3 clusters Score -1.696185e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -16961856.000000 Penalty: 5805.315430
	Iteration 152Q: 3 clusters Score -1.696186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 100666 members 
Entering Unmasked Estep 
Score: -16961860.000000 Penalty: 5805.315430
	Iteration 153Q: 3 clusters Score -1.696186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -16961870.000000 Penalty: 5805.315430
	Iteration 154Q: 3 clusters Score -1.696187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -16961860.000000 Penalty: 5805.315430
	Iteration 155Q: 3 clusters Score -1.696186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 100674 members 
Entering Unmasked Estep 
Score: -16961866.000000 Penalty: 5805.315430
	Iteration 156Q: 3 clusters Score -1.696187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 100677 members 
Entering Unmasked Estep 
Score: -16961870.000000 Penalty: 5805.315430
	Iteration 157Q: 3 clusters Score -1.696187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 100682 members 
Entering Unmasked Estep 
Score: -16961868.000000 Penalty: 5805.315430
	Iteration 158Q: 3 clusters Score -1.696187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -16961864.000000 Penalty: 5805.315430
	Iteration 159Q: 3 clusters Score -1.696186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -16961866.000000 Penalty: 5805.315430
	Iteration 160F: 3 clusters Score -1.696187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 100688 members 
Entering Unmasked Estep 
Score: -16961872.000000 Penalty: 5805.315430
	Iteration 161Q: 3 clusters Score -1.696187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -16961858.000000 Penalty: 5805.315430
	Iteration 162Q: 3 clusters Score -1.696186e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 100689 members 
Entering Unmasked Estep 
Score: -16961858.000000 Penalty: 5805.315430
	Iteration 163F: 3 clusters Score -1.696186e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Entering Unmasked Estep 
Score: -13916280.000000 Penalty: 2853.593262
	Iteration 0F: 2 clusters Score -1.391628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -13850731.000000 Penalty: 5707.186523
	Iteration 0F: 3 clusters Score -1.385073e+07 nChanged 46960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -13877678.000000 Penalty: 5707.186523
	Iteration 1F: 3 clusters Score -1.387768e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -13878541.000000 Penalty: 5707.186523
	Iteration 2Q: 3 clusters Score -1.387854e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -13879654.000000 Penalty: 5707.186523
	Iteration 3Q: 3 clusters Score -1.387965e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -13881125.000000 Penalty: 5707.186523
	Iteration 4Q: 3 clusters Score -1.388112e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -13883023.000000 Penalty: 5707.186523
	Iteration 5Q: 3 clusters Score -1.388302e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -13885981.000000 Penalty: 5707.186523
	Iteration 6F: 3 clusters Score -1.388598e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51061 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -13890512.000000 Penalty: 5707.186523
	Iteration 7F: 3 clusters Score -1.389051e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -13895929.000000 Penalty: 5707.186523
	Iteration 8F: 3 clusters Score -1.389593e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -13900042.000000 Penalty: 5707.186523
	Iteration 9F: 3 clusters Score -1.390004e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -13901887.000000 Penalty: 5707.186523
	Iteration 10Q: 3 clusters Score -1.390189e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -13902565.000000 Penalty: 5707.186523
	Iteration 11Q: 3 clusters Score -1.390256e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -13902966.000000 Penalty: 5707.186523
	Iteration 12Q: 3 clusters Score -1.390297e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 53846 members 
Entering Unmasked Estep 
Score: -13903312.000000 Penalty: 5707.186523
	Iteration 13Q: 3 clusters Score -1.390331e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -13903708.000000 Penalty: 5707.186523
	Iteration 14Q: 3 clusters Score -1.390371e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -13903948.000000 Penalty: 5707.186523
	Iteration 15Q: 3 clusters Score -1.390395e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -13904266.000000 Penalty: 5707.186523
	Iteration 16Q: 3 clusters Score -1.390427e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -13904553.000000 Penalty: 5707.186523
	Iteration 17Q: 3 clusters Score -1.390455e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -13904818.000000 Penalty: 5707.186523
	Iteration 18Q: 3 clusters Score -1.390482e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -13905259.000000 Penalty: 5707.186523
	Iteration 19Q: 3 clusters Score -1.390526e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -13905520.000000 Penalty: 5707.186523
	Iteration 20F: 3 clusters Score -1.390552e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -13905862.000000 Penalty: 5707.186523
	Iteration 21Q: 3 clusters Score -1.390586e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -13906069.000000 Penalty: 5707.186523
	Iteration 22Q: 3 clusters Score -1.390607e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 61697 members 
Entering Unmasked Estep 
Score: -13906319.000000 Penalty: 5707.186523
	Iteration 23Q: 3 clusters Score -1.390632e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 62633 members 
Entering Unmasked Estep 
Score: -13906661.000000 Penalty: 5707.186523
	Iteration 24Q: 3 clusters Score -1.390666e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 63540 members 
Entering Unmasked Estep 
Score: -13906963.000000 Penalty: 5707.186523
	Iteration 25Q: 3 clusters Score -1.390696e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -13907264.000000 Penalty: 5707.186523
	Iteration 26Q: 3 clusters Score -1.390726e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -13907542.000000 Penalty: 5707.186523
	Iteration 27Q: 3 clusters Score -1.390754e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 66287 members 
Entering Unmasked Estep 
Score: -13907789.000000 Penalty: 5707.186523
	Iteration 28Q: 3 clusters Score -1.390779e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 67160 members 
Entering Unmasked Estep 
Score: -13907943.000000 Penalty: 5707.186523
	Iteration 29Q: 3 clusters Score -1.390794e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -13908219.000000 Penalty: 5707.186523
	Iteration 30Q: 3 clusters Score -1.390822e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -13908370.000000 Penalty: 5707.186523
	Iteration 31Q: 3 clusters Score -1.390837e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -13908631.000000 Penalty: 5707.186523
	Iteration 32Q: 3 clusters Score -1.390863e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -13908752.000000 Penalty: 5707.186523
	Iteration 33Q: 3 clusters Score -1.390875e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 71397 members 
Entering Unmasked Estep 
Score: -13908904.000000 Penalty: 5707.186523
	Iteration 34Q: 3 clusters Score -1.39089e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -13909122.000000 Penalty: 5707.186523
	Iteration 35Q: 3 clusters Score -1.390912e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -13909273.000000 Penalty: 5707.186523
	Iteration 36Q: 3 clusters Score -1.390927e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -13909481.000000 Penalty: 5707.186523
	Iteration 37Q: 3 clusters Score -1.390948e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -13909705.000000 Penalty: 5707.186523
	Iteration 38Q: 3 clusters Score -1.39097e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 75461 members 
Entering Unmasked Estep 
Score: -13909831.000000 Penalty: 5707.186523
	Iteration 39Q: 3 clusters Score -1.390983e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 76310 members 
Entering Unmasked Estep 
Score: -13910050.000000 Penalty: 5707.186523
	Iteration 40F: 3 clusters Score -1.391005e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -13910276.000000 Penalty: 5707.186523
	Iteration 41Q: 3 clusters Score -1.391028e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 78236 members 
Entering Unmasked Estep 
Score: -13910449.000000 Penalty: 5707.186523
	Iteration 42Q: 3 clusters Score -1.391045e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -13910609.000000 Penalty: 5707.186523
	Iteration 43Q: 3 clusters Score -1.391061e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -13910760.000000 Penalty: 5707.186523
	Iteration 44Q: 3 clusters Score -1.391076e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 81434 members 
Entering Unmasked Estep 
Score: -13910939.000000 Penalty: 5707.186523
	Iteration 45Q: 3 clusters Score -1.391094e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 82572 members 
Entering Unmasked Estep 
Score: -13911125.000000 Penalty: 5707.186523
	Iteration 46Q: 3 clusters Score -1.391112e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -13911323.000000 Penalty: 5707.186523
	Iteration 47Q: 3 clusters Score -1.391132e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -13911411.000000 Penalty: 5707.186523
	Iteration 48Q: 3 clusters Score -1.391141e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -13911643.000000 Penalty: 5707.186523
	Iteration 49Q: 3 clusters Score -1.391164e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -13911820.000000 Penalty: 5707.186523
	Iteration 50Q: 3 clusters Score -1.391182e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -13912058.000000 Penalty: 5707.186523
	Iteration 51Q: 3 clusters Score -1.391206e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 89306 members 
Entering Unmasked Estep 
Score: -13912336.000000 Penalty: 5707.186523
	Iteration 52Q: 3 clusters Score -1.391234e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 90288 members 
Entering Unmasked Estep 
Score: -13912492.000000 Penalty: 5707.186523
	Iteration 53Q: 3 clusters Score -1.391249e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -13912588.000000 Penalty: 5707.186523
	Iteration 54Q: 3 clusters Score -1.391259e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -13912763.000000 Penalty: 5707.186523
	Iteration 55Q: 3 clusters Score -1.391276e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 92737 members 
Entering Unmasked Estep 
Score: -13912900.000000 Penalty: 5707.186523
	Iteration 56Q: 3 clusters Score -1.39129e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 93420 members 
Entering Unmasked Estep 
Score: -13913004.000000 Penalty: 5707.186523
	Iteration 57Q: 3 clusters Score -1.3913e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -13913176.000000 Penalty: 5707.186523
	Iteration 58Q: 3 clusters Score -1.391318e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -13913310.000000 Penalty: 5707.186523
	Iteration 59Q: 3 clusters Score -1.391331e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -13913337.000000 Penalty: 5707.186523
	Iteration 60F: 3 clusters Score -1.391334e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 95684 members 
Entering Unmasked Estep 
Score: -13913442.000000 Penalty: 5707.186523
	Iteration 61Q: 3 clusters Score -1.391344e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -13913499.000000 Penalty: 5707.186523
	Iteration 62Q: 3 clusters Score -1.39135e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -13913601.000000 Penalty: 5707.186523
	Iteration 63Q: 3 clusters Score -1.39136e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 96834 members 
Entering Unmasked Estep 
Score: -13913698.000000 Penalty: 5707.186523
	Iteration 64Q: 3 clusters Score -1.39137e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 97097 members 
Entering Unmasked Estep 
Score: -13913734.000000 Penalty: 5707.186523
	Iteration 65Q: 3 clusters Score -1.391373e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 97328 members 
Entering Unmasked Estep 
Score: -13913832.000000 Penalty: 5707.186523
	Iteration 66Q: 3 clusters Score -1.391383e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 97505 members 
Entering Unmasked Estep 
Score: -13913859.000000 Penalty: 5707.186523
	Iteration 67Q: 3 clusters Score -1.391386e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -13913898.000000 Penalty: 5707.186523
	Iteration 68Q: 3 clusters Score -1.39139e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 97761 members 
Entering Unmasked Estep 
Score: -13913940.000000 Penalty: 5707.186523
	Iteration 69Q: 3 clusters Score -1.391394e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
Score: -13913957.000000 Penalty: 5707.186523
	Iteration 70Q: 3 clusters Score -1.391396e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -13913987.000000 Penalty: 5707.186523
	Iteration 71Q: 3 clusters Score -1.391399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -13913988.000000 Penalty: 5707.186523
	Iteration 72Q: 3 clusters Score -1.391399e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 98061 members 
Entering Unmasked Estep 
Score: -13913991.000000 Penalty: 5707.186523
	Iteration 73Q: 3 clusters Score -1.391399e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 98106 members 
Entering Unmasked Estep 
Score: -13913989.000000 Penalty: 5707.186523
	Iteration 74Q: 3 clusters Score -1.391399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 98150 members 
Entering Unmasked Estep 
Score: -13914012.000000 Penalty: 5707.186523
	Iteration 75Q: 3 clusters Score -1.391401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 98181 members 
Entering Unmasked Estep 
Score: -13914013.000000 Penalty: 5707.186523
	Iteration 76Q: 3 clusters Score -1.391401e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 98212 members 
Entering Unmasked Estep 
Score: -13914017.000000 Penalty: 5707.186523
	Iteration 77Q: 3 clusters Score -1.391402e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 98229 members 
Entering Unmasked Estep 
Score: -13914008.000000 Penalty: 5707.186523
	Iteration 78Q: 3 clusters Score -1.391401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -13914030.000000 Penalty: 5707.186523
	Iteration 79Q: 3 clusters Score -1.391403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 98258 members 
Entering Unmasked Estep 
Score: -13914031.000000 Penalty: 5707.186523
	Iteration 80F: 3 clusters Score -1.391403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -13914027.000000 Penalty: 5707.186523
	Iteration 81Q: 3 clusters Score -1.391403e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -13914021.000000 Penalty: 5707.186523
	Iteration 82Q: 3 clusters Score -1.391402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -13914025.000000 Penalty: 5707.186523
	Iteration 83Q: 3 clusters Score -1.391402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
Score: -13914021.000000 Penalty: 5707.186523
	Iteration 84Q: 3 clusters Score -1.391402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -13914015.000000 Penalty: 5707.186523
	Iteration 85Q: 3 clusters Score -1.391402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -13914015.000000 Penalty: 5707.186523
	Iteration 86Q: 3 clusters Score -1.391402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 98331 members 
Entering Unmasked Estep 
Score: -13914026.000000 Penalty: 5707.186523
	Iteration 87Q: 3 clusters Score -1.391403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -13914011.000000 Penalty: 5707.186523
	Iteration 88Q: 3 clusters Score -1.391401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -13914009.000000 Penalty: 5707.186523
	Iteration 89Q: 3 clusters Score -1.391401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 98361 members 
Entering Unmasked Estep 
Score: -13914003.000000 Penalty: 5707.186523
	Iteration 90Q: 3 clusters Score -1.3914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -13913999.000000 Penalty: 5707.186523
	Iteration 91Q: 3 clusters Score -1.3914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 98369 members 
Entering Unmasked Estep 
Score: -13914014.000000 Penalty: 5707.186523
	Iteration 92Q: 3 clusters Score -1.391401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 98371 members 
Entering Unmasked Estep 
Score: -13914012.000000 Penalty: 5707.186523
	Iteration 93Q: 3 clusters Score -1.391401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -13914019.000000 Penalty: 5707.186523
	Iteration 94Q: 3 clusters Score -1.391402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -13914017.000000 Penalty: 5707.186523
	Iteration 95Q: 3 clusters Score -1.391402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 98374 members 
Entering Unmasked Estep 
Score: -13914017.000000 Penalty: 5707.186523
	Iteration 96F: 3 clusters Score -1.391402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39762.539062 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39762.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39977.140625 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -39977.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -40070.898438 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -40141.375000 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -40141.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -40172.972656 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40172.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40205.703125 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40205.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -40307.375000 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40307.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -40473.890625 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40473.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40539.617188 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40539.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -40581.871094 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40581.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40611.312500 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40611.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40641.910156 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -40641.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40647.832031 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -40647.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40651.582031 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -40651.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40655.996094 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -40656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -40655.996094 Penalty: 2905.534668
	Iteration 15F: 3 clusters Score -40656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155274 members 
Entering Unmasked Estep 
Score: -21662246.000000 Penalty: 2964.330811
	Iteration 0F: 2 clusters Score -2.166225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 77514 members 
Entering Unmasked Estep 
Score: -21560100.000000 Penalty: 5928.661621
	Iteration 0F: 3 clusters Score -2.15601e+07 nChanged 74174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80562 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -21603200.000000 Penalty: 5928.661621
	Iteration 1F: 3 clusters Score -2.16032e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82272 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -21604066.000000 Penalty: 5928.661621
	Iteration 2Q: 3 clusters Score -2.160407e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 70470 members 
Entering Unmasked Estep 
Score: -21605274.000000 Penalty: 5928.661621
	Iteration 3Q: 3 clusters Score -2.160527e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -21607006.000000 Penalty: 5928.661621
	Iteration 4Q: 3 clusters Score -2.160701e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 61632 members 
Entering Unmasked Estep 
Score: -21610048.000000 Penalty: 5928.661621
	Iteration 5Q: 3 clusters Score -2.161005e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100675 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -21614814.000000 Penalty: 5928.661621
	Iteration 6F: 3 clusters Score -2.161481e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -21622038.000000 Penalty: 5928.661621
	Iteration 7F: 3 clusters Score -2.162204e+07 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118900 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -21631104.000000 Penalty: 5928.661621
	Iteration 8F: 3 clusters Score -2.16311e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127505 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -21639624.000000 Penalty: 5928.661621
	Iteration 9F: 3 clusters Score -2.163962e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134130 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -21646180.000000 Penalty: 5928.661621
	Iteration 10Q: 3 clusters Score -2.164618e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138906 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -21650480.000000 Penalty: 5928.661621
	Iteration 11Q: 3 clusters Score -2.165048e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -21653410.000000 Penalty: 5928.661621
	Iteration 12Q: 3 clusters Score -2.165341e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145395 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -21655458.000000 Penalty: 5928.661621
	Iteration 13Q: 3 clusters Score -2.165546e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147731 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -21656948.000000 Penalty: 5928.661621
	Iteration 14Q: 3 clusters Score -2.165695e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149474 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -21657870.000000 Penalty: 5928.661621
	Iteration 15Q: 3 clusters Score -2.165787e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -21658478.000000 Penalty: 5928.661621
	Iteration 16Q: 3 clusters Score -2.165848e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151658 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -21658854.000000 Penalty: 5928.661621
	Iteration 17Q: 3 clusters Score -2.165885e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152320 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -21659082.000000 Penalty: 5928.661621
	Iteration 18Q: 3 clusters Score -2.165908e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21659312.000000 Penalty: 5928.661621
	Iteration 19Q: 3 clusters Score -2.165931e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153200 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21659458.000000 Penalty: 5928.661621
	Iteration 20F: 3 clusters Score -2.165946e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153472 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -21659564.000000 Penalty: 5928.661621
	Iteration 21Q: 3 clusters Score -2.165956e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153667 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -21659618.000000 Penalty: 5928.661621
	Iteration 22Q: 3 clusters Score -2.165962e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153813 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -21659694.000000 Penalty: 5928.661621
	Iteration 23Q: 3 clusters Score -2.165969e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153927 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -21659760.000000 Penalty: 5928.661621
	Iteration 24Q: 3 clusters Score -2.165976e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -21659776.000000 Penalty: 5928.661621
	Iteration 25Q: 3 clusters Score -2.165978e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154086 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21659788.000000 Penalty: 5928.661621
	Iteration 26Q: 3 clusters Score -2.165979e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -21659794.000000 Penalty: 5928.661621
	Iteration 27Q: 3 clusters Score -2.165979e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21659818.000000 Penalty: 5928.661621
	Iteration 28Q: 3 clusters Score -2.165982e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154238 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -21659852.000000 Penalty: 5928.661621
	Iteration 29Q: 3 clusters Score -2.165985e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154272 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21659838.000000 Penalty: 5928.661621
	Iteration 30Q: 3 clusters Score -2.165984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -21659870.000000 Penalty: 5928.661621
	Iteration 31Q: 3 clusters Score -2.165987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154325 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -21659880.000000 Penalty: 5928.661621
	Iteration 32Q: 3 clusters Score -2.165988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -21659878.000000 Penalty: 5928.661621
	Iteration 33Q: 3 clusters Score -2.165988e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154352 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -21659860.000000 Penalty: 5928.661621
	Iteration 34Q: 3 clusters Score -2.165986e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154358 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -21659866.000000 Penalty: 5928.661621
	Iteration 35Q: 3 clusters Score -2.165987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154367 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -21659870.000000 Penalty: 5928.661621
	Iteration 36Q: 3 clusters Score -2.165987e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154376 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -21659882.000000 Penalty: 5928.661621
	Iteration 37Q: 3 clusters Score -2.165988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154385 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -21659884.000000 Penalty: 5928.661621
	Iteration 38Q: 3 clusters Score -2.165988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154392 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -21659900.000000 Penalty: 5928.661621
	Iteration 39Q: 3 clusters Score -2.16599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154399 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -21659878.000000 Penalty: 5928.661621
	Iteration 40F: 3 clusters Score -2.165988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -21659908.000000 Penalty: 5928.661621
	Iteration 41Q: 3 clusters Score -2.165991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -21659902.000000 Penalty: 5928.661621
	Iteration 42Q: 3 clusters Score -2.16599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21659908.000000 Penalty: 5928.661621
	Iteration 43Q: 3 clusters Score -2.165991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154415 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -21659908.000000 Penalty: 5928.661621
	Iteration 44Q: 3 clusters Score -2.165991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21659912.000000 Penalty: 5928.661621
	Iteration 45Q: 3 clusters Score -2.165991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154417 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -21659912.000000 Penalty: 5928.661621
	Iteration 46F: 3 clusters Score -2.165991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Entering Unmasked Estep 
Score: -1220953.875000 Penalty: 2250.963379
	Iteration 0F: 2 clusters Score -1220954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1214081.500000 Penalty: 4501.926758
	Iteration 0F: 3 clusters Score -1214082 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1216028.000000 Penalty: 4501.926758
	Iteration 1F: 3 clusters Score -1216028 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1216377.625000 Penalty: 4501.926758
	Iteration 2F: 3 clusters Score -1216378 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1216712.000000 Penalty: 4501.926758
	Iteration 3F: 3 clusters Score -1216712 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1217092.125000 Penalty: 4501.926758
	Iteration 4F: 3 clusters Score -1217092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1217523.125000 Penalty: 4501.926758
	Iteration 5F: 3 clusters Score -1217523 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1217905.375000 Penalty: 4501.926758
	Iteration 6F: 3 clusters Score -1217905 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1218265.375000 Penalty: 4501.926758
	Iteration 7F: 3 clusters Score -1218265 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1218643.625000 Penalty: 4501.926758
	Iteration 8F: 3 clusters Score -1218644 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1218903.375000 Penalty: 4501.926758
	Iteration 9Q: 3 clusters Score -1218903 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1219108.875000 Penalty: 4501.926758
	Iteration 10Q: 3 clusters Score -1219109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1219266.125000 Penalty: 4501.926758
	Iteration 11Q: 3 clusters Score -1219266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1219367.875000 Penalty: 4501.926758
	Iteration 12Q: 3 clusters Score -1219368 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1219441.250000 Penalty: 4501.926758
	Iteration 13Q: 3 clusters Score -1219441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1219510.750000 Penalty: 4501.926758
	Iteration 14Q: 3 clusters Score -1219511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1219579.250000 Penalty: 4501.926758
	Iteration 15Q: 3 clusters Score -1219579 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1219655.875000 Penalty: 4501.926758
	Iteration 16Q: 3 clusters Score -1219656 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1219720.875000 Penalty: 4501.926758
	Iteration 17Q: 3 clusters Score -1219721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1219777.250000 Penalty: 4501.926758
	Iteration 18Q: 3 clusters Score -1219777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1219839.250000 Penalty: 4501.926758
	Iteration 19Q: 3 clusters Score -1219839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1219921.500000 Penalty: 4501.926758
	Iteration 20F: 3 clusters Score -1219922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1220035.875000 Penalty: 4501.926758
	Iteration 21Q: 3 clusters Score -1220036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1220100.875000 Penalty: 4501.926758
	Iteration 22Q: 3 clusters Score -1220101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1220140.750000 Penalty: 4501.926758
	Iteration 23Q: 3 clusters Score -1220141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1220159.875000 Penalty: 4501.926758
	Iteration 24Q: 3 clusters Score -1220160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1220175.250000 Penalty: 4501.926758
	Iteration 25Q: 3 clusters Score -1220175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1220186.125000 Penalty: 4501.926758
	Iteration 26Q: 3 clusters Score -1220186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1220189.750000 Penalty: 4501.926758
	Iteration 27Q: 3 clusters Score -1220190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1220189.625000 Penalty: 4501.926758
	Iteration 28Q: 3 clusters Score -1220190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1220187.875000 Penalty: 4501.926758
	Iteration 29Q: 3 clusters Score -1220188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1220191.500000 Penalty: 4501.926758
	Iteration 30Q: 3 clusters Score -1220192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1220191.500000 Penalty: 4501.926758
	Iteration 31F: 3 clusters Score -1220192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Entering Unmasked Estep 
Score: -270772.500000 Penalty: 1878.999146
	Iteration 0F: 2 clusters Score -270772.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -268165.343750 Penalty: 3757.998291
	Iteration 0F: 3 clusters Score -268165.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268595.343750 Penalty: 3757.998291
	Iteration 1F: 3 clusters Score -268595.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -268694.843750 Penalty: 3757.998291
	Iteration 2F: 3 clusters Score -268694.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268745.375000 Penalty: 3757.998291
	Iteration 3Q: 3 clusters Score -268745.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -268777.312500 Penalty: 3757.998291
	Iteration 4Q: 3 clusters Score -268777.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -268794.718750 Penalty: 3757.998291
	Iteration 5Q: 3 clusters Score -268794.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -268808.687500 Penalty: 3757.998291
	Iteration 6Q: 3 clusters Score -268808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -268819.156250 Penalty: 3757.998291
	Iteration 7Q: 3 clusters Score -268819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268828.468750 Penalty: 3757.998291
	Iteration 8Q: 3 clusters Score -268828.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268836.750000 Penalty: 3757.998291
	Iteration 9Q: 3 clusters Score -268836.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268842.343750 Penalty: 3757.998291
	Iteration 10Q: 3 clusters Score -268842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -268846.500000 Penalty: 3757.998291
	Iteration 11Q: 3 clusters Score -268846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -268849.437500 Penalty: 3757.998291
	Iteration 12Q: 3 clusters Score -268849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -268849.437500 Penalty: 3757.998291
	Iteration 13F: 3 clusters Score -268849.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Entering Unmasked Estep 
Score: -3718190.750000 Penalty: 2533.512451
	Iteration 0F: 2 clusters Score -3718191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3699461.250000 Penalty: 5067.024902
	Iteration 0F: 3 clusters Score -3699461 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3706300.500000 Penalty: 5067.024902
	Iteration 1F: 3 clusters Score -3706300 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3707218.250000 Penalty: 5067.024902
	Iteration 2F: 3 clusters Score -3707218 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3708417.750000 Penalty: 5067.024902
	Iteration 3F: 3 clusters Score -3708418 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3709909.500000 Penalty: 5067.024902
	Iteration 4F: 3 clusters Score -3709910 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3711394.500000 Penalty: 5067.024902
	Iteration 5F: 3 clusters Score -3711394 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3712673.500000 Penalty: 5067.024902
	Iteration 6F: 3 clusters Score -3712674 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3713634.000000 Penalty: 5067.024902
	Iteration 7F: 3 clusters Score -3713634 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -3714257.000000 Penalty: 5067.024902
	Iteration 8Q: 3 clusters Score -3714257 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3714611.000000 Penalty: 5067.024902
	Iteration 9Q: 3 clusters Score -3714611 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3714811.500000 Penalty: 5067.024902
	Iteration 10Q: 3 clusters Score -3714812 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3714891.750000 Penalty: 5067.024902
	Iteration 11Q: 3 clusters Score -3714892 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3714937.000000 Penalty: 5067.024902
	Iteration 12Q: 3 clusters Score -3714937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3714971.250000 Penalty: 5067.024902
	Iteration 13Q: 3 clusters Score -3714971 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -3715030.750000 Penalty: 5067.024902
	Iteration 14Q: 3 clusters Score -3715031 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3715062.750000 Penalty: 5067.024902
	Iteration 15Q: 3 clusters Score -3715063 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -3715116.500000 Penalty: 5067.024902
	Iteration 16Q: 3 clusters Score -3715116 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3715155.750000 Penalty: 5067.024902
	Iteration 17Q: 3 clusters Score -3715156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3715209.250000 Penalty: 5067.024902
	Iteration 18Q: 3 clusters Score -3715209 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3715269.500000 Penalty: 5067.024902
	Iteration 19Q: 3 clusters Score -3715270 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3715338.000000 Penalty: 5067.024902
	Iteration 20F: 3 clusters Score -3715338 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3715410.500000 Penalty: 5067.024902
	Iteration 21Q: 3 clusters Score -3715410 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -3715472.250000 Penalty: 5067.024902
	Iteration 22Q: 3 clusters Score -3715472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3715530.250000 Penalty: 5067.024902
	Iteration 23Q: 3 clusters Score -3715530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3715587.500000 Penalty: 5067.024902
	Iteration 24Q: 3 clusters Score -3715588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3715656.500000 Penalty: 5067.024902
	Iteration 25Q: 3 clusters Score -3715656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -3715708.500000 Penalty: 5067.024902
	Iteration 26Q: 3 clusters Score -3715708 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -3715751.500000 Penalty: 5067.024902
	Iteration 27Q: 3 clusters Score -3715752 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3715793.750000 Penalty: 5067.024902
	Iteration 28Q: 3 clusters Score -3715794 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3715821.250000 Penalty: 5067.024902
	Iteration 29Q: 3 clusters Score -3715821 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3715879.250000 Penalty: 5067.024902
	Iteration 30Q: 3 clusters Score -3715879 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3715930.250000 Penalty: 5067.024902
	Iteration 31Q: 3 clusters Score -3715930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3715967.250000 Penalty: 5067.024902
	Iteration 32Q: 3 clusters Score -3715967 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3716009.500000 Penalty: 5067.024902
	Iteration 33Q: 3 clusters Score -3716010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3716058.250000 Penalty: 5067.024902
	Iteration 34Q: 3 clusters Score -3716058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3716100.250000 Penalty: 5067.024902
	Iteration 35Q: 3 clusters Score -3716100 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3716147.750000 Penalty: 5067.024902
	Iteration 36Q: 3 clusters Score -3716148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3716176.750000 Penalty: 5067.024902
	Iteration 37Q: 3 clusters Score -3716177 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3716208.750000 Penalty: 5067.024902
	Iteration 38Q: 3 clusters Score -3716209 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3716252.500000 Penalty: 5067.024902
	Iteration 39Q: 3 clusters Score -3716252 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3716285.000000 Penalty: 5067.024902
	Iteration 40F: 3 clusters Score -3716285 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3716339.750000 Penalty: 5067.024902
	Iteration 41Q: 3 clusters Score -3716340 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3716410.500000 Penalty: 5067.024902
	Iteration 42Q: 3 clusters Score -3716410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -3716522.250000 Penalty: 5067.024902
	Iteration 43Q: 3 clusters Score -3716522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3716633.500000 Penalty: 5067.024902
	Iteration 44Q: 3 clusters Score -3716634 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3716799.750000 Penalty: 5067.024902
	Iteration 45Q: 3 clusters Score -3716800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3716983.250000 Penalty: 5067.024902
	Iteration 46Q: 3 clusters Score -3716983 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3717209.750000 Penalty: 5067.024902
	Iteration 47Q: 3 clusters Score -3717210 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3717488.000000 Penalty: 5067.024902
	Iteration 48Q: 3 clusters Score -3717488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3717629.000000 Penalty: 5067.024902
	Iteration 49Q: 3 clusters Score -3717629 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3717653.750000 Penalty: 5067.024902
	Iteration 50Q: 3 clusters Score -3717654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3717669.500000 Penalty: 5067.024902
	Iteration 51Q: 3 clusters Score -3717670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3717673.750000 Penalty: 5067.024902
	Iteration 52Q: 3 clusters Score -3717674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3717678.250000 Penalty: 5067.024902
	Iteration 53Q: 3 clusters Score -3717678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3717677.500000 Penalty: 5067.024902
	Iteration 54Q: 3 clusters Score -3717678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3717676.250000 Penalty: 5067.024902
	Iteration 55Q: 3 clusters Score -3717676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3717678.750000 Penalty: 5067.024902
	Iteration 56Q: 3 clusters Score -3717679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3717676.750000 Penalty: 5067.024902
	Iteration 57Q: 3 clusters Score -3717677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3717677.500000 Penalty: 5067.024902
	Iteration 58Q: 3 clusters Score -3717678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3717679.000000 Penalty: 5067.024902
	Iteration 59Q: 3 clusters Score -3717679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3717680.000000 Penalty: 5067.024902
	Iteration 60F: 3 clusters Score -3717680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Entering Unmasked Estep 
Score: -2294521.000000 Penalty: 2403.698975
	Iteration 0F: 2 clusters Score -2294521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -2282820.500000 Penalty: 4807.397949
	Iteration 0F: 3 clusters Score -2282820 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2286629.000000 Penalty: 4807.397949
	Iteration 1F: 3 clusters Score -2286629 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2287018.250000 Penalty: 4807.397949
	Iteration 2F: 3 clusters Score -2287018 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2287397.000000 Penalty: 4807.397949
	Iteration 3F: 3 clusters Score -2287397 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2287799.000000 Penalty: 4807.397949
	Iteration 4Q: 3 clusters Score -2287799 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2288286.500000 Penalty: 4807.397949
	Iteration 5F: 3 clusters Score -2288286 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2288872.000000 Penalty: 4807.397949
	Iteration 6F: 3 clusters Score -2288872 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2289521.000000 Penalty: 4807.397949
	Iteration 7F: 3 clusters Score -2289521 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2290191.500000 Penalty: 4807.397949
	Iteration 8F: 3 clusters Score -2290192 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2290848.250000 Penalty: 4807.397949
	Iteration 9Q: 3 clusters Score -2290848 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2291352.000000 Penalty: 4807.397949
	Iteration 10Q: 3 clusters Score -2291352 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2291668.000000 Penalty: 4807.397949
	Iteration 11Q: 3 clusters Score -2291668 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2291895.500000 Penalty: 4807.397949
	Iteration 12Q: 3 clusters Score -2291896 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -2292044.000000 Penalty: 4807.397949
	Iteration 13Q: 3 clusters Score -2292044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2292177.000000 Penalty: 4807.397949
	Iteration 14Q: 3 clusters Score -2292177 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2292263.000000 Penalty: 4807.397949
	Iteration 15Q: 3 clusters Score -2292263 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2292333.500000 Penalty: 4807.397949
	Iteration 16Q: 3 clusters Score -2292334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2292362.500000 Penalty: 4807.397949
	Iteration 17Q: 3 clusters Score -2292362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2292390.750000 Penalty: 4807.397949
	Iteration 18Q: 3 clusters Score -2292391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2292423.250000 Penalty: 4807.397949
	Iteration 19Q: 3 clusters Score -2292423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2292441.250000 Penalty: 4807.397949
	Iteration 20F: 3 clusters Score -2292441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2292464.250000 Penalty: 4807.397949
	Iteration 21Q: 3 clusters Score -2292464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2292474.250000 Penalty: 4807.397949
	Iteration 22Q: 3 clusters Score -2292474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2292482.500000 Penalty: 4807.397949
	Iteration 23Q: 3 clusters Score -2292482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2292496.250000 Penalty: 4807.397949
	Iteration 24Q: 3 clusters Score -2292496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2292503.000000 Penalty: 4807.397949
	Iteration 25Q: 3 clusters Score -2292503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2292513.000000 Penalty: 4807.397949
	Iteration 26Q: 3 clusters Score -2292513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2292524.750000 Penalty: 4807.397949
	Iteration 27Q: 3 clusters Score -2292525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2292531.500000 Penalty: 4807.397949
	Iteration 28Q: 3 clusters Score -2292532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2292534.000000 Penalty: 4807.397949
	Iteration 29Q: 3 clusters Score -2292534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2292540.750000 Penalty: 4807.397949
	Iteration 30Q: 3 clusters Score -2292541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2292544.750000 Penalty: 4807.397949
	Iteration 31Q: 3 clusters Score -2292545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2292547.250000 Penalty: 4807.397949
	Iteration 32Q: 3 clusters Score -2292547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -2292550.000000 Penalty: 4807.397949
	Iteration 33Q: 3 clusters Score -2292550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2292550.750000 Penalty: 4807.397949
	Iteration 34Q: 3 clusters Score -2292551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2292557.750000 Penalty: 4807.397949
	Iteration 35Q: 3 clusters Score -2292558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2292558.250000 Penalty: 4807.397949
	Iteration 36Q: 3 clusters Score -2292558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2292565.750000 Penalty: 4807.397949
	Iteration 37Q: 3 clusters Score -2292566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2292572.250000 Penalty: 4807.397949
	Iteration 38Q: 3 clusters Score -2292572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2292578.750000 Penalty: 4807.397949
	Iteration 39Q: 3 clusters Score -2292579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2292581.000000 Penalty: 4807.397949
	Iteration 40F: 3 clusters Score -2292581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2292584.000000 Penalty: 4807.397949
	Iteration 41Q: 3 clusters Score -2292584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -2292586.500000 Penalty: 4807.397949
	Iteration 42Q: 3 clusters Score -2292586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2292588.750000 Penalty: 4807.397949
	Iteration 43Q: 3 clusters Score -2292589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2292593.250000 Penalty: 4807.397949
	Iteration 44Q: 3 clusters Score -2292593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2292596.500000 Penalty: 4807.397949
	Iteration 45Q: 3 clusters Score -2292596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -2292598.750000 Penalty: 4807.397949
	Iteration 46Q: 3 clusters Score -2292599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2292599.500000 Penalty: 4807.397949
	Iteration 47Q: 3 clusters Score -2292600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2292601.500000 Penalty: 4807.397949
	Iteration 48Q: 3 clusters Score -2292602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2292604.000000 Penalty: 4807.397949
	Iteration 49Q: 3 clusters Score -2292604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2292606.750000 Penalty: 4807.397949
	Iteration 50Q: 3 clusters Score -2292607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2292606.750000 Penalty: 4807.397949
	Iteration 51F: 3 clusters Score -2292607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Entering Unmasked Estep 
Score: -13609626.000000 Penalty: 2847.050049
	Iteration 0F: 2 clusters Score -1.360963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 48471 members 
Entering Unmasked Estep 
Score: -13545733.000000 Penalty: 5694.100098
	Iteration 0F: 3 clusters Score -1.354573e+07 nChanged 45690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -13571711.000000 Penalty: 5694.100098
	Iteration 1F: 3 clusters Score -1.357171e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -13572435.000000 Penalty: 5694.100098
	Iteration 2Q: 3 clusters Score -1.357244e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -13573400.000000 Penalty: 5694.100098
	Iteration 3Q: 3 clusters Score -1.35734e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -13574652.000000 Penalty: 5694.100098
	Iteration 4Q: 3 clusters Score -1.357465e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -13576201.000000 Penalty: 5694.100098
	Iteration 5Q: 3 clusters Score -1.35762e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -13578302.000000 Penalty: 5694.100098
	Iteration 6Q: 3 clusters Score -1.35783e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -13580778.000000 Penalty: 5694.100098
	Iteration 7Q: 3 clusters Score -1.358078e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 57843 members 
Entering Unmasked Estep 
Score: -13583864.000000 Penalty: 5694.100098
	Iteration 8F: 3 clusters Score -1.358386e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -13587460.000000 Penalty: 5694.100098
	Iteration 9F: 3 clusters Score -1.358746e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -13590776.000000 Penalty: 5694.100098
	Iteration 10F: 3 clusters Score -1.359078e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -13593192.000000 Penalty: 5694.100098
	Iteration 11Q: 3 clusters Score -1.359319e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -13594431.000000 Penalty: 5694.100098
	Iteration 12Q: 3 clusters Score -1.359443e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -13594970.000000 Penalty: 5694.100098
	Iteration 13Q: 3 clusters Score -1.359497e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -13595344.000000 Penalty: 5694.100098
	Iteration 14Q: 3 clusters Score -1.359534e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -13595659.000000 Penalty: 5694.100098
	Iteration 15Q: 3 clusters Score -1.359566e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 69406 members 
Entering Unmasked Estep 
Score: -13596032.000000 Penalty: 5694.100098
	Iteration 16Q: 3 clusters Score -1.359603e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -13596397.000000 Penalty: 5694.100098
	Iteration 17Q: 3 clusters Score -1.35964e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -13596723.000000 Penalty: 5694.100098
	Iteration 18Q: 3 clusters Score -1.359672e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 73709 members 
Entering Unmasked Estep 
Score: -13597194.000000 Penalty: 5694.100098
	Iteration 19Q: 3 clusters Score -1.359719e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -13597797.000000 Penalty: 5694.100098
	Iteration 20F: 3 clusters Score -1.35978e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 77013 members 
Entering Unmasked Estep 
Score: -13598298.000000 Penalty: 5694.100098
	Iteration 21Q: 3 clusters Score -1.35983e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -13598981.000000 Penalty: 5694.100098
	Iteration 22Q: 3 clusters Score -1.359898e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 80609 members 
Entering Unmasked Estep 
Score: -13599682.000000 Penalty: 5694.100098
	Iteration 23Q: 3 clusters Score -1.359968e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -13600403.000000 Penalty: 5694.100098
	Iteration 24Q: 3 clusters Score -1.36004e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -13601270.000000 Penalty: 5694.100098
	Iteration 25Q: 3 clusters Score -1.360127e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -13602064.000000 Penalty: 5694.100098
	Iteration 26Q: 3 clusters Score -1.360206e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -13602884.000000 Penalty: 5694.100098
	Iteration 27Q: 3 clusters Score -1.360288e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 89575 members 
Entering Unmasked Estep 
Score: -13603704.000000 Penalty: 5694.100098
	Iteration 28Q: 3 clusters Score -1.36037e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -13604438.000000 Penalty: 5694.100098
	Iteration 29Q: 3 clusters Score -1.360444e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -13605092.000000 Penalty: 5694.100098
	Iteration 30Q: 3 clusters Score -1.360509e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 93261 members 
Entering Unmasked Estep 
Score: -13605660.000000 Penalty: 5694.100098
	Iteration 31Q: 3 clusters Score -1.360566e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -13605989.000000 Penalty: 5694.100098
	Iteration 32Q: 3 clusters Score -1.360599e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -13606282.000000 Penalty: 5694.100098
	Iteration 33Q: 3 clusters Score -1.360628e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -13606495.000000 Penalty: 5694.100098
	Iteration 34Q: 3 clusters Score -1.36065e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -13606674.000000 Penalty: 5694.100098
	Iteration 35Q: 3 clusters Score -1.360667e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -13606831.000000 Penalty: 5694.100098
	Iteration 36Q: 3 clusters Score -1.360683e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 95703 members 
Entering Unmasked Estep 
Score: -13606944.000000 Penalty: 5694.100098
	Iteration 37Q: 3 clusters Score -1.360694e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 95818 members 
Entering Unmasked Estep 
Score: -13607034.000000 Penalty: 5694.100098
	Iteration 38Q: 3 clusters Score -1.360703e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -13607071.000000 Penalty: 5694.100098
	Iteration 39Q: 3 clusters Score -1.360707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95944 members 
Entering Unmasked Estep 
Score: -13607096.000000 Penalty: 5694.100098
	Iteration 40F: 3 clusters Score -1.36071e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 95986 members 
Entering Unmasked Estep 
Score: -13607124.000000 Penalty: 5694.100098
	Iteration 41Q: 3 clusters Score -1.360712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -13607135.000000 Penalty: 5694.100098
	Iteration 42Q: 3 clusters Score -1.360714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 96027 members 
Entering Unmasked Estep 
Score: -13607152.000000 Penalty: 5694.100098
	Iteration 43Q: 3 clusters Score -1.360715e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 96044 members 
Entering Unmasked Estep 
Score: -13607154.000000 Penalty: 5694.100098
	Iteration 44Q: 3 clusters Score -1.360715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -13607171.000000 Penalty: 5694.100098
	Iteration 45Q: 3 clusters Score -1.360717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -13607185.000000 Penalty: 5694.100098
	Iteration 46Q: 3 clusters Score -1.360718e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 96092 members 
Entering Unmasked Estep 
Score: -13607200.000000 Penalty: 5694.100098
	Iteration 47Q: 3 clusters Score -1.36072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 96109 members 
Entering Unmasked Estep 
Score: -13607222.000000 Penalty: 5694.100098
	Iteration 48Q: 3 clusters Score -1.360722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -13607222.000000 Penalty: 5694.100098
	Iteration 49Q: 3 clusters Score -1.360722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 96129 members 
Entering Unmasked Estep 
Score: -13607232.000000 Penalty: 5694.100098
	Iteration 50Q: 3 clusters Score -1.360723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -13607227.000000 Penalty: 5694.100098
	Iteration 51Q: 3 clusters Score -1.360723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -13607230.000000 Penalty: 5694.100098
	Iteration 52Q: 3 clusters Score -1.360723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 96137 members 
Entering Unmasked Estep 
Score: -13607223.000000 Penalty: 5694.100098
	Iteration 53Q: 3 clusters Score -1.360722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -13607226.000000 Penalty: 5694.100098
	Iteration 54Q: 3 clusters Score -1.360723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 96145 members 
Entering Unmasked Estep 
Score: -13607238.000000 Penalty: 5694.100098
	Iteration 55Q: 3 clusters Score -1.360724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 96151 members 
Entering Unmasked Estep 
Score: -13607246.000000 Penalty: 5694.100098
	Iteration 56Q: 3 clusters Score -1.360725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -13607243.000000 Penalty: 5694.100098
	Iteration 57Q: 3 clusters Score -1.360724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -13607243.000000 Penalty: 5694.100098
	Iteration 58F: 3 clusters Score -1.360724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38115.437500 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38115.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38344.097656 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38344.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38422.105469 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -38422.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38462.582031 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -38462.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38483.851562 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38483.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38497.277344 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38497.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38497.277344 Penalty: 2882.325928
	Iteration 6F: 3 clusters Score -38497.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Entering Unmasked Estep 
Score: -4164316.500000 Penalty: 2551.289307
	Iteration 0F: 2 clusters Score -4164316 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 14585 members 
Entering Unmasked Estep 
Score: -4144086.750000 Penalty: 5102.578613
	Iteration 0F: 3 clusters Score -4144087 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4151254.500000 Penalty: 5102.578613
	Iteration 1F: 3 clusters Score -4151254 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4151728.750000 Penalty: 5102.578613
	Iteration 2Q: 3 clusters Score -4151729 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -4152152.000000 Penalty: 5102.578613
	Iteration 3Q: 3 clusters Score -4152152 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -4152597.750000 Penalty: 5102.578613
	Iteration 4Q: 3 clusters Score -4152598 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -4153159.000000 Penalty: 5102.578613
	Iteration 5Q: 3 clusters Score -4153159 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -4153755.500000 Penalty: 5102.578613
	Iteration 6Q: 3 clusters Score -4153756 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4154429.500000 Penalty: 5102.578613
	Iteration 7Q: 3 clusters Score -4154430 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -4155162.500000 Penalty: 5102.578613
	Iteration 8Q: 3 clusters Score -4155162 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4155974.250000 Penalty: 5102.578613
	Iteration 9Q: 3 clusters Score -4155974 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4156821.000000 Penalty: 5102.578613
	Iteration 10Q: 3 clusters Score -4156821 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -4157652.500000 Penalty: 5102.578613
	Iteration 11Q: 3 clusters Score -4157652 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -4158338.750000 Penalty: 5102.578613
	Iteration 12Q: 3 clusters Score -4158339 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4158979.500000 Penalty: 5102.578613
	Iteration 13Q: 3 clusters Score -4158980 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4159488.750000 Penalty: 5102.578613
	Iteration 14Q: 3 clusters Score -4159489 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4159903.000000 Penalty: 5102.578613
	Iteration 15Q: 3 clusters Score -4159903 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4160256.000000 Penalty: 5102.578613
	Iteration 16Q: 3 clusters Score -4160256 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4160580.250000 Penalty: 5102.578613
	Iteration 17Q: 3 clusters Score -4160580 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4160875.250000 Penalty: 5102.578613
	Iteration 18Q: 3 clusters Score -4160875 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -4161122.500000 Penalty: 5102.578613
	Iteration 19Q: 3 clusters Score -4161122 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4161315.250000 Penalty: 5102.578613
	Iteration 20F: 3 clusters Score -4161315 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4161467.250000 Penalty: 5102.578613
	Iteration 21Q: 3 clusters Score -4161467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4161585.000000 Penalty: 5102.578613
	Iteration 22Q: 3 clusters Score -4161585 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4161669.000000 Penalty: 5102.578613
	Iteration 23Q: 3 clusters Score -4161669 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4161743.250000 Penalty: 5102.578613
	Iteration 24Q: 3 clusters Score -4161743 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4161827.750000 Penalty: 5102.578613
	Iteration 25Q: 3 clusters Score -4161828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4161868.750000 Penalty: 5102.578613
	Iteration 26Q: 3 clusters Score -4161869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4161924.750000 Penalty: 5102.578613
	Iteration 27Q: 3 clusters Score -4161925 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4161957.750000 Penalty: 5102.578613
	Iteration 28Q: 3 clusters Score -4161958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4161984.750000 Penalty: 5102.578613
	Iteration 29Q: 3 clusters Score -4161985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4162010.500000 Penalty: 5102.578613
	Iteration 30Q: 3 clusters Score -4162010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4162026.750000 Penalty: 5102.578613
	Iteration 31Q: 3 clusters Score -4162027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4162055.000000 Penalty: 5102.578613
	Iteration 32Q: 3 clusters Score -4162055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4162071.500000 Penalty: 5102.578613
	Iteration 33Q: 3 clusters Score -4162072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4162092.250000 Penalty: 5102.578613
	Iteration 34Q: 3 clusters Score -4162092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4162101.000000 Penalty: 5102.578613
	Iteration 35Q: 3 clusters Score -4162101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4162114.250000 Penalty: 5102.578613
	Iteration 36Q: 3 clusters Score -4162114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4162119.750000 Penalty: 5102.578613
	Iteration 37Q: 3 clusters Score -4162120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4162127.750000 Penalty: 5102.578613
	Iteration 38Q: 3 clusters Score -4162128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4162134.750000 Penalty: 5102.578613
	Iteration 39Q: 3 clusters Score -4162135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4162140.750000 Penalty: 5102.578613
	Iteration 40F: 3 clusters Score -4162141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4162143.500000 Penalty: 5102.578613
	Iteration 41Q: 3 clusters Score -4162144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4162150.750000 Penalty: 5102.578613
	Iteration 42Q: 3 clusters Score -4162151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4162155.500000 Penalty: 5102.578613
	Iteration 43Q: 3 clusters Score -4162156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4162157.500000 Penalty: 5102.578613
	Iteration 44Q: 3 clusters Score -4162158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4162166.500000 Penalty: 5102.578613
	Iteration 45Q: 3 clusters Score -4162166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4162163.250000 Penalty: 5102.578613
	Iteration 46Q: 3 clusters Score -4162163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4162163.250000 Penalty: 5102.578613
	Iteration 47F: 3 clusters Score -4162163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 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 414 members 
Entering Unmasked Estep 
Score: -100115.265625 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100115.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100470.773438 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100470.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100641.117188 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100641.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100746.367188 Penalty: 3333.229248
	Iteration 3Q: 3 clusters Score -100746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100815.882812 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -100815.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100889.335938 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -100889.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100958.250000 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -100958.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -101040.773438 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101116.804688 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101162.601562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101181.398438 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101203.367188 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101227.726562 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101246.757812 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101269.984375 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -101294.164062 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -101294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101326.398438 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -101326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -101347.195312 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -101347.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101352.179688 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -101352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101352.890625 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -101352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101356.531250 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -101356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Entering Unmasked Estep 
Score: -2725137.250000 Penalty: 2445.876465
	Iteration 0F: 2 clusters Score -2725137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2711561.750000 Penalty: 4891.752930
	Iteration 0F: 3 clusters Score -2711562 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2716132.250000 Penalty: 4891.752930
	Iteration 1F: 3 clusters Score -2716132 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2716469.250000 Penalty: 4891.752930
	Iteration 2F: 3 clusters Score -2716469 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2716765.500000 Penalty: 4891.752930
	Iteration 3Q: 3 clusters Score -2716766 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2717057.000000 Penalty: 4891.752930
	Iteration 4Q: 3 clusters Score -2717057 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2717378.250000 Penalty: 4891.752930
	Iteration 5Q: 3 clusters Score -2717378 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2717796.000000 Penalty: 4891.752930
	Iteration 6Q: 3 clusters Score -2717796 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2718318.250000 Penalty: 4891.752930
	Iteration 7Q: 3 clusters Score -2718318 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2718932.250000 Penalty: 4891.752930
	Iteration 8Q: 3 clusters Score -2718932 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2719579.750000 Penalty: 4891.752930
	Iteration 9F: 3 clusters Score -2719580 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2720293.250000 Penalty: 4891.752930
	Iteration 10Q: 3 clusters Score -2720293 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2721009.000000 Penalty: 4891.752930
	Iteration 11Q: 3 clusters Score -2721009 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2721586.000000 Penalty: 4891.752930
	Iteration 12Q: 3 clusters Score -2721586 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2722015.500000 Penalty: 4891.752930
	Iteration 13Q: 3 clusters Score -2722016 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2722302.000000 Penalty: 4891.752930
	Iteration 14Q: 3 clusters Score -2722302 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2722513.000000 Penalty: 4891.752930
	Iteration 15Q: 3 clusters Score -2722513 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2722657.000000 Penalty: 4891.752930
	Iteration 16Q: 3 clusters Score -2722657 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2722789.500000 Penalty: 4891.752930
	Iteration 17Q: 3 clusters Score -2722790 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2722901.750000 Penalty: 4891.752930
	Iteration 18Q: 3 clusters Score -2722902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2723007.250000 Penalty: 4891.752930
	Iteration 19Q: 3 clusters Score -2723007 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2723099.000000 Penalty: 4891.752930
	Iteration 20F: 3 clusters Score -2723099 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2723180.250000 Penalty: 4891.752930
	Iteration 21Q: 3 clusters Score -2723180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2723270.000000 Penalty: 4891.752930
	Iteration 22Q: 3 clusters Score -2723270 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2723338.250000 Penalty: 4891.752930
	Iteration 23Q: 3 clusters Score -2723338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2723416.250000 Penalty: 4891.752930
	Iteration 24Q: 3 clusters Score -2723416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2723480.250000 Penalty: 4891.752930
	Iteration 25Q: 3 clusters Score -2723480 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2723545.250000 Penalty: 4891.752930
	Iteration 26Q: 3 clusters Score -2723545 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2723601.500000 Penalty: 4891.752930
	Iteration 27Q: 3 clusters Score -2723602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2723648.500000 Penalty: 4891.752930
	Iteration 28Q: 3 clusters Score -2723648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2723688.500000 Penalty: 4891.752930
	Iteration 29Q: 3 clusters Score -2723688 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2723710.750000 Penalty: 4891.752930
	Iteration 30Q: 3 clusters Score -2723711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2723740.000000 Penalty: 4891.752930
	Iteration 31Q: 3 clusters Score -2723740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2723757.000000 Penalty: 4891.752930
	Iteration 32Q: 3 clusters Score -2723757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2723769.750000 Penalty: 4891.752930
	Iteration 33Q: 3 clusters Score -2723770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2723783.000000 Penalty: 4891.752930
	Iteration 34Q: 3 clusters Score -2723783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2723801.500000 Penalty: 4891.752930
	Iteration 35Q: 3 clusters Score -2723802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2723815.750000 Penalty: 4891.752930
	Iteration 36Q: 3 clusters Score -2723816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2723813.750000 Penalty: 4891.752930
	Iteration 37Q: 3 clusters Score -2723814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2723825.000000 Penalty: 4891.752930
	Iteration 38Q: 3 clusters Score -2723825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2723833.000000 Penalty: 4891.752930
	Iteration 39Q: 3 clusters Score -2723833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2723862.500000 Penalty: 4891.752930
	Iteration 40F: 3 clusters Score -2723862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2723901.750000 Penalty: 4891.752930
	Iteration 41Q: 3 clusters Score -2723902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2723921.000000 Penalty: 4891.752930
	Iteration 42Q: 3 clusters Score -2723921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2723944.500000 Penalty: 4891.752930
	Iteration 43Q: 3 clusters Score -2723944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2723965.000000 Penalty: 4891.752930
	Iteration 44Q: 3 clusters Score -2723965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2723986.250000 Penalty: 4891.752930
	Iteration 45Q: 3 clusters Score -2723986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2724013.250000 Penalty: 4891.752930
	Iteration 46Q: 3 clusters Score -2724013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2724033.250000 Penalty: 4891.752930
	Iteration 47Q: 3 clusters Score -2724033 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2724051.000000 Penalty: 4891.752930
	Iteration 48Q: 3 clusters Score -2724051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2724057.500000 Penalty: 4891.752930
	Iteration 49Q: 3 clusters Score -2724058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2724066.750000 Penalty: 4891.752930
	Iteration 50Q: 3 clusters Score -2724067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2724077.500000 Penalty: 4891.752930
	Iteration 51Q: 3 clusters Score -2724078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2724087.750000 Penalty: 4891.752930
	Iteration 52Q: 3 clusters Score -2724088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2724093.250000 Penalty: 4891.752930
	Iteration 53Q: 3 clusters Score -2724093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2724099.000000 Penalty: 4891.752930
	Iteration 54Q: 3 clusters Score -2724099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2724101.000000 Penalty: 4891.752930
	Iteration 55Q: 3 clusters Score -2724101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2724106.250000 Penalty: 4891.752930
	Iteration 56Q: 3 clusters Score -2724106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2724108.000000 Penalty: 4891.752930
	Iteration 57Q: 3 clusters Score -2724108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2724107.250000 Penalty: 4891.752930
	Iteration 58Q: 3 clusters Score -2724107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2724109.500000 Penalty: 4891.752930
	Iteration 59Q: 3 clusters Score -2724110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2724110.750000 Penalty: 4891.752930
	Iteration 60F: 3 clusters Score -2724111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2724113.250000 Penalty: 4891.752930
	Iteration 61Q: 3 clusters Score -2724113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2724111.000000 Penalty: 4891.752930
	Iteration 62Q: 3 clusters Score -2724111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2724111.000000 Penalty: 4891.752930
	Iteration 63F: 3 clusters Score -2724111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -238259.453125 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -238259.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -235793.921875 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -235793.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -236323.421875 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -236323.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236559.984375 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -236560 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -236694.343750 Penalty: 3718.339600
	Iteration 3F: 3 clusters Score -236694.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -236768.046875 Penalty: 3718.339600
	Iteration 4Q: 3 clusters Score -236768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -236852.734375 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -236852.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -236889.953125 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -236890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -236920.578125 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -236920.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -236943.578125 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -236943.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -236968.921875 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -236968.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -236992.015625 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -236992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -237008.421875 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -237008.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -237025.718750 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -237025.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -237042.421875 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -237042.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -237062.500000 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -237062.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -237087.640625 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -237087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -237113.781250 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -237113.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -237146.765625 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -237146.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -237181.671875 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -237181.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -237218.984375 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -237219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -237238.359375 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -237238.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -237253.531250 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -237253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -237268.187500 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -237268.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -237275.734375 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -237275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -237286.078125 Penalty: 3718.339600
	Iteration 24Q: 3 clusters Score -237286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -237293.546875 Penalty: 3718.339600
	Iteration 25Q: 3 clusters Score -237293.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -237304.828125 Penalty: 3718.339600
	Iteration 26Q: 3 clusters Score -237304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -237324.593750 Penalty: 3718.339600
	Iteration 27Q: 3 clusters Score -237324.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -237354.484375 Penalty: 3718.339600
	Iteration 28Q: 3 clusters Score -237354.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -237381.265625 Penalty: 3718.339600
	Iteration 29Q: 3 clusters Score -237381.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -237418.421875 Penalty: 3718.339600
	Iteration 30Q: 3 clusters Score -237418.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -237477.593750 Penalty: 3718.339600
	Iteration 31Q: 3 clusters Score -237477.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -237541.265625 Penalty: 3718.339600
	Iteration 32Q: 3 clusters Score -237541.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -237592.859375 Penalty: 3718.339600
	Iteration 33Q: 3 clusters Score -237592.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -237632.765625 Penalty: 3718.339600
	Iteration 34Q: 3 clusters Score -237632.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -237652.015625 Penalty: 3718.339600
	Iteration 35Q: 3 clusters Score -237652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -237660.828125 Penalty: 3718.339600
	Iteration 36Q: 3 clusters Score -237660.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -237666.718750 Penalty: 3718.339600
	Iteration 37Q: 3 clusters Score -237666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -237670.921875 Penalty: 3718.339600
	Iteration 38Q: 3 clusters Score -237670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -237673.890625 Penalty: 3718.339600
	Iteration 39Q: 3 clusters Score -237673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -237678.125000 Penalty: 3718.339600
	Iteration 40F: 3 clusters Score -237678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -237722.406250 Penalty: 3718.339600
	Iteration 41Q: 3 clusters Score -237722.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -237766.687500 Penalty: 3718.339600
	Iteration 42Q: 3 clusters Score -237766.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -237796.125000 Penalty: 3718.339600
	Iteration 43Q: 3 clusters Score -237796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -237833.484375 Penalty: 3718.339600
	Iteration 44Q: 3 clusters Score -237833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -237844.640625 Penalty: 3718.339600
	Iteration 45Q: 3 clusters Score -237844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -237847.968750 Penalty: 3718.339600
	Iteration 46Q: 3 clusters Score -237848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -237849.093750 Penalty: 3718.339600
	Iteration 47Q: 3 clusters Score -237849.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -237851.375000 Penalty: 3718.339600
	Iteration 48Q: 3 clusters Score -237851.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -237851.375000 Penalty: 3718.339600
	Iteration 49F: 3 clusters Score -237851.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -264888.125000 Penalty: 1873.994141
	Iteration 0F: 2 clusters Score -264888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -262300.250000 Penalty: 3747.988281
	Iteration 0F: 3 clusters Score -262300.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -262737.468750 Penalty: 3747.988281
	Iteration 1F: 3 clusters Score -262737.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -262853.656250 Penalty: 3747.988281
	Iteration 2F: 3 clusters Score -262853.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -262928.906250 Penalty: 3747.988281
	Iteration 3Q: 3 clusters Score -262928.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -262970.906250 Penalty: 3747.988281
	Iteration 4Q: 3 clusters Score -262970.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263001.250000 Penalty: 3747.988281
	Iteration 5Q: 3 clusters Score -263001.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -263021.031250 Penalty: 3747.988281
	Iteration 6Q: 3 clusters Score -263021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -263031.687500 Penalty: 3747.988281
	Iteration 7Q: 3 clusters Score -263031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -263037.812500 Penalty: 3747.988281
	Iteration 8Q: 3 clusters Score -263037.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -263039.281250 Penalty: 3747.988281
	Iteration 9Q: 3 clusters Score -263039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263040.812500 Penalty: 3747.988281
	Iteration 10Q: 3 clusters Score -263040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -263040.812500 Penalty: 3747.988281
	Iteration 11F: 3 clusters Score -263040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34099.445312 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34099.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34227.820312 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34227.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34296.664062 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -34296.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34348.773438 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34348.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34380.957031 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34380.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34387.671875 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -34387.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34404.378906 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -34404.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34412.445312 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -34412.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34415.640625 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -34415.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34421.054688 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -34421.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34421.054688 Penalty: 2793.081055
	Iteration 10F: 3 clusters Score -34421.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117672.210938 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117672.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117964.742188 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -117964.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118089.773438 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118089.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118195.343750 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -118195.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118249.726562 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118249.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118296.351562 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -118296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -118324.539062 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118324.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118357.828125 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118357.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -118404.312500 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -118404.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -118461.250000 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -118461.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118527.156250 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -118527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118580.976562 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -118581 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118627.117188 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -118627.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118700.257812 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -118700.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -118791.679688 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -118791.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -118860.804688 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -118860.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -118893.492188 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -118893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118900.515625 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -118900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -118906.906250 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -118906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -118913.992188 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -118914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -118926.203125 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -118926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118954.898438 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -118954.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118993.632812 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -118993.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119039.101562 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -119039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -119140.054688 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -119140.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119266.109375 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -119266.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -119464.710938 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -119464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119787.226562 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -119787.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119832.703125 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -119832.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119874.757812 Penalty: 3408.061279
	Iteration 29Q: 3 clusters Score -119874.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119951.351562 Penalty: 3408.061279
	Iteration 30Q: 3 clusters Score -119951.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120014.382812 Penalty: 3408.061279
	Iteration 31Q: 3 clusters Score -120014.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120075.929688 Penalty: 3408.061279
	Iteration 32Q: 3 clusters Score -120075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -120149.117188 Penalty: 3408.061279
	Iteration 33Q: 3 clusters Score -120149.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120236.781250 Penalty: 3408.061279
	Iteration 34Q: 3 clusters Score -120236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -120335.460938 Penalty: 3408.061279
	Iteration 35Q: 3 clusters Score -120335.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120412.687500 Penalty: 3408.061279
	Iteration 36Q: 3 clusters Score -120412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120451.289062 Penalty: 3408.061279
	Iteration 37Q: 3 clusters Score -120451.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120474.796875 Penalty: 3408.061279
	Iteration 38Q: 3 clusters Score -120474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120497.281250 Penalty: 3408.061279
	Iteration 39Q: 3 clusters Score -120497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120514.796875 Penalty: 3408.061279
	Iteration 40F: 3 clusters Score -120514.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120540.406250 Penalty: 3408.061279
	Iteration 41Q: 3 clusters Score -120540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120557.648438 Penalty: 3408.061279
	Iteration 42Q: 3 clusters Score -120557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120565.476562 Penalty: 3408.061279
	Iteration 43Q: 3 clusters Score -120565.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120577.781250 Penalty: 3408.061279
	Iteration 44Q: 3 clusters Score -120577.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120591.023438 Penalty: 3408.061279
	Iteration 45Q: 3 clusters Score -120591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120596.648438 Penalty: 3408.061279
	Iteration 46Q: 3 clusters Score -120596.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -120599.414062 Penalty: 3408.061279
	Iteration 47Q: 3 clusters Score -120599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120601.117188 Penalty: 3408.061279
	Iteration 48Q: 3 clusters Score -120601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120603.320312 Penalty: 3408.061279
	Iteration 49Q: 3 clusters Score -120603.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120605.343750 Penalty: 3408.061279
	Iteration 50Q: 3 clusters Score -120605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120607.531250 Penalty: 3408.061279
	Iteration 51Q: 3 clusters Score -120607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120610.703125 Penalty: 3408.061279
	Iteration 52Q: 3 clusters Score -120610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120612.117188 Penalty: 3408.061279
	Iteration 53Q: 3 clusters Score -120612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120612.117188 Penalty: 3408.061279
	Iteration 54F: 3 clusters Score -120612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 99352 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155274 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 96765 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19195 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 526 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
Score: -84928256.000000 Penalty: 66121.062500
Splitting cluster 20 changes total score from -84928928.000000 to -84928256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (22007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Entering Unmasked Estep 
Score: -3115148.250000 Penalty: 2479.780762
	Iteration 0F: 2 clusters Score -3115148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3099783.750000 Penalty: 4959.561523
	Iteration 0F: 3 clusters Score -3099784 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -3104964.750000 Penalty: 4959.561523
	Iteration 1F: 3 clusters Score -3104965 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -3105375.500000 Penalty: 4959.561523
	Iteration 2Q: 3 clusters Score -3105376 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3105753.750000 Penalty: 4959.561523
	Iteration 3Q: 3 clusters Score -3105754 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3106166.750000 Penalty: 4959.561523
	Iteration 4Q: 3 clusters Score -3106167 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3106639.750000 Penalty: 4959.561523
	Iteration 5Q: 3 clusters Score -3106640 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3107297.000000 Penalty: 4959.561523
	Iteration 6Q: 3 clusters Score -3107297 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3108093.500000 Penalty: 4959.561523
	Iteration 7F: 3 clusters Score -3108094 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3109084.250000 Penalty: 4959.561523
	Iteration 8F: 3 clusters Score -3109084 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3110217.000000 Penalty: 4959.561523
	Iteration 9F: 3 clusters Score -3110217 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3111216.000000 Penalty: 4959.561523
	Iteration 10F: 3 clusters Score -3111216 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -3111943.500000 Penalty: 4959.561523
	Iteration 11Q: 3 clusters Score -3111944 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3112386.000000 Penalty: 4959.561523
	Iteration 12Q: 3 clusters Score -3112386 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3112652.750000 Penalty: 4959.561523
	Iteration 13Q: 3 clusters Score -3112653 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3112790.750000 Penalty: 4959.561523
	Iteration 14Q: 3 clusters Score -3112791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3112841.500000 Penalty: 4959.561523
	Iteration 15Q: 3 clusters Score -3112842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3112905.750000 Penalty: 4959.561523
	Iteration 16Q: 3 clusters Score -3112906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3112932.000000 Penalty: 4959.561523
	Iteration 17Q: 3 clusters Score -3112932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3112951.500000 Penalty: 4959.561523
	Iteration 18Q: 3 clusters Score -3112952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3112979.500000 Penalty: 4959.561523
	Iteration 19Q: 3 clusters Score -3112980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3112995.000000 Penalty: 4959.561523
	Iteration 20F: 3 clusters Score -3112995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3113006.750000 Penalty: 4959.561523
	Iteration 21Q: 3 clusters Score -3113007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -3113019.750000 Penalty: 4959.561523
	Iteration 22Q: 3 clusters Score -3113020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3113025.750000 Penalty: 4959.561523
	Iteration 23Q: 3 clusters Score -3113026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3113035.000000 Penalty: 4959.561523
	Iteration 24Q: 3 clusters Score -3113035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -3113042.000000 Penalty: 4959.561523
	Iteration 25Q: 3 clusters Score -3113042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3113044.750000 Penalty: 4959.561523
	Iteration 26Q: 3 clusters Score -3113045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3113044.750000 Penalty: 4959.561523
	Iteration 27Q: 3 clusters Score -3113045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3113044.750000 Penalty: 4959.561523
	Iteration 28F: 3 clusters Score -3113045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1723608.375000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1723608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1714536.750000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1714537 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1717355.750000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1717356 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1717700.875000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1717701 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1718029.000000 Penalty: 4665.656250
	Iteration 3F: 3 clusters Score -1718029 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1718381.500000 Penalty: 4665.656250
	Iteration 4F: 3 clusters Score -1718382 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1718769.875000 Penalty: 4665.656250
	Iteration 5F: 3 clusters Score -1718770 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1719217.375000 Penalty: 4665.656250
	Iteration 6F: 3 clusters Score -1719217 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1719666.375000 Penalty: 4665.656250
	Iteration 7F: 3 clusters Score -1719666 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1720154.750000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1720155 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1720588.875000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1720589 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1720942.875000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1720943 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1721198.875000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1721199 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1721389.375000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1721389 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1721501.125000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1721501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1721570.250000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1721570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1721603.250000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1721603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1721627.625000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1721628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1721653.375000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1721653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1721668.625000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1721669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1721675.875000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1721676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1721683.125000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1721683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1721684.000000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1721684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1721687.500000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1721688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1721690.625000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1721691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1721693.750000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1721694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1721693.750000 Penalty: 4665.656250
	Iteration 25F: 3 clusters Score -1721694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121087 members 
Mstep: Class 2 contains 99352 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155274 members 
Mstep: Class 5 contains 8747 members 
Mstep: Class 6 contains 1952 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 16193 members 
Mstep: Class 9 contains 96765 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19195 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22007 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928848.000000 Penalty: 62815.007812
Iteration 239Q: 20 clusters Score -8.492885e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 99362 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155269 members 
Mstep: Class 5 contains 8742 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27328 members 
Mstep: Class 8 contains 16188 members 
Mstep: Class 9 contains 96762 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22006 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928904.000000 Penalty: 62815.007812
Iteration 240F: 20 clusters Score -8.49289e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 99361 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155253 members 
Mstep: Class 5 contains 8741 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27328 members 
Mstep: Class 8 contains 16186 members 
Mstep: Class 9 contains 96764 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928840.000000 Penalty: 62815.007812
Iteration 241Q: 20 clusters Score -8.492884e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121147 members 
Mstep: Class 2 contains 99346 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155260 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27329 members 
Mstep: Class 8 contains 16183 members 
Mstep: Class 9 contains 96755 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928752.000000 Penalty: 62815.007812
Iteration 242Q: 20 clusters Score -8.492875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121161 members 
Mstep: Class 2 contains 99343 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155249 members 
Mstep: Class 5 contains 8738 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27330 members 
Mstep: Class 8 contains 16180 members 
Mstep: Class 9 contains 96756 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928800.000000 Penalty: 62815.007812
Iteration 243Q: 20 clusters Score -8.49288e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 99335 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155243 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 16177 members 
Mstep: Class 9 contains 96759 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29367 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19170 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928808.000000 Penalty: 62815.007812
Iteration 244Q: 20 clusters Score -8.492881e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121189 members 
Mstep: Class 2 contains 99338 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155232 members 
Mstep: Class 5 contains 8740 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27330 members 
Mstep: Class 8 contains 16178 members 
Mstep: Class 9 contains 96756 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1913 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928856.000000 Penalty: 62815.007812
Iteration 245Q: 20 clusters Score -8.492886e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121201 members 
Mstep: Class 2 contains 99332 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155239 members 
Mstep: Class 5 contains 8738 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 16175 members 
Mstep: Class 9 contains 96750 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19155 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928904.000000 Penalty: 62815.007812
Iteration 246Q: 20 clusters Score -8.49289e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 99314 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155247 members 
Mstep: Class 5 contains 8735 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27336 members 
Mstep: Class 8 contains 16172 members 
Mstep: Class 9 contains 96744 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22022 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 247Q: 20 clusters Score -8.492893e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121254 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155257 members 
Mstep: Class 5 contains 8732 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27334 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 96733 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22021 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928960.000000 Penalty: 62815.007812
Iteration 248Q: 20 clusters Score -8.492896e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121273 members 
Mstep: Class 2 contains 99300 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155251 members 
Mstep: Class 5 contains 8729 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27334 members 
Mstep: Class 8 contains 16170 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 249Q: 20 clusters Score -8.492897e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121289 members 
Mstep: Class 2 contains 99304 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155251 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27335 members 
Mstep: Class 8 contains 16169 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928896.000000 Penalty: 62815.007812
Iteration 250Q: 20 clusters Score -8.49289e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121304 members 
Mstep: Class 2 contains 99308 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155254 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 96709 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19121 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 251Q: 20 clusters Score -8.492889e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121312 members 
Mstep: Class 2 contains 99313 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155255 members 
Mstep: Class 5 contains 8714 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27329 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 96706 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29374 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928856.000000 Penalty: 62815.007812
Iteration 252Q: 20 clusters Score -8.492886e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121322 members 
Mstep: Class 2 contains 99316 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155253 members 
Mstep: Class 5 contains 8708 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27327 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 96703 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29375 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 253Q: 20 clusters Score -8.492889e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121331 members 
Mstep: Class 2 contains 99320 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155251 members 
Mstep: Class 5 contains 8703 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27326 members 
Mstep: Class 8 contains 16168 members 
Mstep: Class 9 contains 96702 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19115 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 254Q: 20 clusters Score -8.492889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121347 members 
Mstep: Class 2 contains 99323 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155238 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27325 members 
Mstep: Class 8 contains 16165 members 
Mstep: Class 9 contains 96702 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29379 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19115 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 255Q: 20 clusters Score -8.492893e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 99327 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155234 members 
Mstep: Class 5 contains 8701 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27325 members 
Mstep: Class 8 contains 16162 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29377 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19113 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928928.000000 Penalty: 62815.007812
Iteration 256Q: 20 clusters Score -8.492893e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121375 members 
Mstep: Class 2 contains 99332 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155227 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27328 members 
Mstep: Class 8 contains 16156 members 
Mstep: Class 9 contains 96700 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29374 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928920.000000 Penalty: 62815.007812
Iteration 257Q: 20 clusters Score -8.492892e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121382 members 
Mstep: Class 2 contains 99343 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155211 members 
Mstep: Class 5 contains 8699 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27329 members 
Mstep: Class 8 contains 16154 members 
Mstep: Class 9 contains 96700 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928920.000000 Penalty: 62815.007812
Iteration 258Q: 20 clusters Score -8.492892e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121391 members 
Mstep: Class 2 contains 99351 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155200 members 
Mstep: Class 5 contains 8696 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 16154 members 
Mstep: Class 9 contains 96698 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19108 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928904.000000 Penalty: 62815.007812
Iteration 259Q: 20 clusters Score -8.49289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121399 members 
Mstep: Class 2 contains 99369 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155181 members 
Mstep: Class 5 contains 8691 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 16154 members 
Mstep: Class 9 contains 96702 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19102 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928856.000000 Penalty: 62815.007812
Iteration 260F: 20 clusters Score -8.492886e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121412 members 
Mstep: Class 2 contains 99383 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155169 members 
Mstep: Class 5 contains 8690 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 16150 members 
Mstep: Class 9 contains 96696 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928896.000000 Penalty: 62815.007812
Iteration 261Q: 20 clusters Score -8.49289e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121421 members 
Mstep: Class 2 contains 99378 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155165 members 
Mstep: Class 5 contains 8691 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27332 members 
Mstep: Class 8 contains 16146 members 
Mstep: Class 9 contains 96696 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928888.000000 Penalty: 62815.007812
Iteration 262Q: 20 clusters Score -8.492889e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121439 members 
Mstep: Class 2 contains 99378 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155153 members 
Mstep: Class 5 contains 8689 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27333 members 
Mstep: Class 8 contains 16140 members 
Mstep: Class 9 contains 96696 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928920.000000 Penalty: 62815.007812
Iteration 263Q: 20 clusters Score -8.492892e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121448 members 
Mstep: Class 2 contains 99368 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155146 members 
Mstep: Class 5 contains 8687 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27332 members 
Mstep: Class 8 contains 16140 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29371 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19099 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 264Q: 20 clusters Score -8.492898e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121458 members 
Mstep: Class 2 contains 99361 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155144 members 
Mstep: Class 5 contains 8687 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 96715 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929016.000000 Penalty: 62815.007812
Iteration 265Q: 20 clusters Score -8.492902e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121463 members 
Mstep: Class 2 contains 99356 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155147 members 
Mstep: Class 5 contains 8685 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27324 members 
Mstep: Class 8 contains 16135 members 
Mstep: Class 9 contains 96723 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19096 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929024.000000 Penalty: 62815.007812
Iteration 266Q: 20 clusters Score -8.492902e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121468 members 
Mstep: Class 2 contains 99359 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155153 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27316 members 
Mstep: Class 8 contains 16136 members 
Mstep: Class 9 contains 96721 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19096 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929000.000000 Penalty: 62815.007812
Iteration 267Q: 20 clusters Score -8.4929e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121478 members 
Mstep: Class 2 contains 99350 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155160 members 
Mstep: Class 5 contains 8680 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27315 members 
Mstep: Class 8 contains 16134 members 
Mstep: Class 9 contains 96721 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 268Q: 20 clusters Score -8.492897e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121482 members 
Mstep: Class 2 contains 99345 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155165 members 
Mstep: Class 5 contains 8679 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27315 members 
Mstep: Class 8 contains 16133 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 269Q: 20 clusters Score -8.492898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121485 members 
Mstep: Class 2 contains 99339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155174 members 
Mstep: Class 5 contains 8677 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27313 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 96723 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928984.000000 Penalty: 62815.007812
Iteration 270Q: 20 clusters Score -8.492898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121490 members 
Mstep: Class 2 contains 99338 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155170 members 
Mstep: Class 5 contains 8676 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 16131 members 
Mstep: Class 9 contains 96726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29367 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928952.000000 Penalty: 62815.007812
Iteration 271Q: 20 clusters Score -8.492895e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121500 members 
Mstep: Class 2 contains 99337 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155167 members 
Mstep: Class 5 contains 8673 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 16130 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928976.000000 Penalty: 62815.007812
Iteration 272Q: 20 clusters Score -8.492898e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121514 members 
Mstep: Class 2 contains 99332 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155163 members 
Mstep: Class 5 contains 8671 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 16129 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 273Q: 20 clusters Score -8.492897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 99332 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155161 members 
Mstep: Class 5 contains 8667 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27312 members 
Mstep: Class 8 contains 16128 members 
Mstep: Class 9 contains 96729 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84928968.000000 Penalty: 62815.007812
Iteration 274Q: 20 clusters Score -8.492897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121524 members 
Mstep: Class 2 contains 99332 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155162 members 
Mstep: Class 5 contains 8665 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 16127 members 
Mstep: Class 9 contains 96730 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929024.000000 Penalty: 62815.007812
Iteration 275Q: 20 clusters Score -8.492902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 99326 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155163 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27310 members 
Mstep: Class 8 contains 16124 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 276Q: 20 clusters Score -8.49291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 99316 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155170 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27309 members 
Mstep: Class 8 contains 16123 members 
Mstep: Class 9 contains 96730 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929056.000000 Penalty: 62815.007812
Iteration 277Q: 20 clusters Score -8.492906e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121547 members 
Mstep: Class 2 contains 99311 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155176 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27308 members 
Mstep: Class 8 contains 16119 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929048.000000 Penalty: 62815.007812
Iteration 278Q: 20 clusters Score -8.492905e+07 nChanged 31
Entering ConstructFrom: 
Score: -84929048.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (121552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121552 members 
Entering Unmasked Estep 
Score: -17029460.000000 Penalty: 2903.608154
	Iteration 0F: 2 clusters Score -1.702946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -16951496.000000 Penalty: 5807.216309
	Iteration 0F: 3 clusters Score -1.69515e+07 nChanged 57607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -16985000.000000 Penalty: 5807.216309
	Iteration 1F: 3 clusters Score -1.6985e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -16986334.000000 Penalty: 5807.216309
	Iteration 2Q: 3 clusters Score -1.698633e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 74104 members 
Entering Unmasked Estep 
Score: -16988632.000000 Penalty: 5807.216309
	Iteration 3Q: 3 clusters Score -1.698863e+07 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -16992962.000000 Penalty: 5807.216309
	Iteration 4F: 3 clusters Score -1.699296e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -17000302.000000 Penalty: 5807.216309
	Iteration 5F: 3 clusters Score -1.70003e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -17010170.000000 Penalty: 5807.216309
	Iteration 6F: 3 clusters Score -1.701017e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 111279 members 
Entering Unmasked Estep 
Score: -17018814.000000 Penalty: 5807.216309
	Iteration 7F: 3 clusters Score -1.701881e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 117062 members 
Entering Unmasked Estep 
Score: -17024060.000000 Penalty: 5807.216309
	Iteration 8Q: 3 clusters Score -1.702406e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 119411 members 
Entering Unmasked Estep 
Score: -17026086.000000 Penalty: 5807.216309
	Iteration 9Q: 3 clusters Score -1.702609e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 120216 members 
Entering Unmasked Estep 
Score: -17026852.000000 Penalty: 5807.216309
	Iteration 10Q: 3 clusters Score -1.702685e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 120503 members 
Entering Unmasked Estep 
Score: -17027112.000000 Penalty: 5807.216309
	Iteration 11Q: 3 clusters Score -1.702711e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -17027260.000000 Penalty: 5807.216309
	Iteration 12Q: 3 clusters Score -1.702726e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 120665 members 
Entering Unmasked Estep 
Score: -17027322.000000 Penalty: 5807.216309
	Iteration 13Q: 3 clusters Score -1.702732e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 120692 members 
Entering Unmasked Estep 
Score: -17027360.000000 Penalty: 5807.216309
	Iteration 14Q: 3 clusters Score -1.702736e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 120714 members 
Entering Unmasked Estep 
Score: -17027418.000000 Penalty: 5807.216309
	Iteration 15Q: 3 clusters Score -1.702742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 120727 members 
Entering Unmasked Estep 
Score: -17027434.000000 Penalty: 5807.216309
	Iteration 16Q: 3 clusters Score -1.702743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -17027426.000000 Penalty: 5807.216309
	Iteration 17Q: 3 clusters Score -1.702743e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 120738 members 
Entering Unmasked Estep 
Score: -17027436.000000 Penalty: 5807.216309
	Iteration 18Q: 3 clusters Score -1.702744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 120744 members 
Entering Unmasked Estep 
Score: -17027450.000000 Penalty: 5807.216309
	Iteration 19Q: 3 clusters Score -1.702745e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 120748 members 
Entering Unmasked Estep 
Score: -17027440.000000 Penalty: 5807.216309
	Iteration 20F: 3 clusters Score -1.702744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -17027438.000000 Penalty: 5807.216309
	Iteration 21Q: 3 clusters Score -1.702744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -17027438.000000 Penalty: 5807.216309
	Iteration 22Q: 3 clusters Score -1.702744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 120754 members 
Entering Unmasked Estep 
Score: -17027440.000000 Penalty: 5807.216309
	Iteration 23Q: 3 clusters Score -1.702744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 120755 members 
Entering Unmasked Estep 
Score: -17027434.000000 Penalty: 5807.216309
	Iteration 24Q: 3 clusters Score -1.702743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -17027438.000000 Penalty: 5807.216309
	Iteration 25Q: 3 clusters Score -1.702744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 120756 members 
Entering Unmasked Estep 
Score: -17027428.000000 Penalty: 5807.216309
	Iteration 26Q: 3 clusters Score -1.702743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 120757 members 
Entering Unmasked Estep 
Score: -17027432.000000 Penalty: 5807.216309
	Iteration 27Q: 3 clusters Score -1.702743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -17027434.000000 Penalty: 5807.216309
	Iteration 28Q: 3 clusters Score -1.702743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -17027440.000000 Penalty: 5807.216309
	Iteration 29Q: 3 clusters Score -1.702744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 120761 members 
Entering Unmasked Estep 
Score: -17027456.000000 Penalty: 5807.216309
	Iteration 30Q: 3 clusters Score -1.702746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 120763 members 
Entering Unmasked Estep 
Score: -17027470.000000 Penalty: 5807.216309
	Iteration 31Q: 3 clusters Score -1.702747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -17027466.000000 Penalty: 5807.216309
	Iteration 32Q: 3 clusters Score -1.702747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -17027474.000000 Penalty: 5807.216309
	Iteration 33Q: 3 clusters Score -1.702747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 120762 members 
Entering Unmasked Estep 
Score: -17027478.000000 Penalty: 5807.216309
	Iteration 34Q: 3 clusters Score -1.702748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 120761 members 
Entering Unmasked Estep 
Score: -17027476.000000 Penalty: 5807.216309
	Iteration 35Q: 3 clusters Score -1.702748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 120759 members 
Entering Unmasked Estep 
Score: -17027466.000000 Penalty: 5807.216309
	Iteration 36Q: 3 clusters Score -1.702747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -17027470.000000 Penalty: 5807.216309
	Iteration 37Q: 3 clusters Score -1.702747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -17027470.000000 Penalty: 5807.216309
	Iteration 38F: 3 clusters Score -1.702747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99316 members 
Entering Unmasked Estep 
Score: -13910638.000000 Penalty: 2853.503174
	Iteration 0F: 2 clusters Score -1.391064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -13845130.000000 Penalty: 5707.006348
	Iteration 0F: 3 clusters Score -1.384513e+07 nChanged 46944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -13871080.000000 Penalty: 5707.006348
	Iteration 1F: 3 clusters Score -1.387108e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -13871775.000000 Penalty: 5707.006348
	Iteration 2Q: 3 clusters Score -1.387178e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -13872564.000000 Penalty: 5707.006348
	Iteration 3Q: 3 clusters Score -1.387256e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -13873273.000000 Penalty: 5707.006348
	Iteration 4Q: 3 clusters Score -1.387327e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -13874328.000000 Penalty: 5707.006348
	Iteration 5Q: 3 clusters Score -1.387433e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -13875639.000000 Penalty: 5707.006348
	Iteration 6Q: 3 clusters Score -1.387564e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -13877551.000000 Penalty: 5707.006348
	Iteration 7Q: 3 clusters Score -1.387755e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63915 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -13880445.000000 Penalty: 5707.006348
	Iteration 8Q: 3 clusters Score -1.388044e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -13884347.000000 Penalty: 5707.006348
	Iteration 9F: 3 clusters Score -1.388435e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -13889357.000000 Penalty: 5707.006348
	Iteration 10F: 3 clusters Score -1.388936e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -13894301.000000 Penalty: 5707.006348
	Iteration 11F: 3 clusters Score -1.38943e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -13898125.000000 Penalty: 5707.006348
	Iteration 12Q: 3 clusters Score -1.389812e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -13900577.000000 Penalty: 5707.006348
	Iteration 13Q: 3 clusters Score -1.390058e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -13902222.000000 Penalty: 5707.006348
	Iteration 14Q: 3 clusters Score -1.390222e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89987 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -13903336.000000 Penalty: 5707.006348
	Iteration 15Q: 3 clusters Score -1.390334e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -13904075.000000 Penalty: 5707.006348
	Iteration 16Q: 3 clusters Score -1.390408e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -13904763.000000 Penalty: 5707.006348
	Iteration 17Q: 3 clusters Score -1.390476e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93458 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -13905267.000000 Penalty: 5707.006348
	Iteration 18Q: 3 clusters Score -1.390527e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -13905722.000000 Penalty: 5707.006348
	Iteration 19Q: 3 clusters Score -1.390572e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95030 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -13906091.000000 Penalty: 5707.006348
	Iteration 20F: 3 clusters Score -1.390609e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -13906422.000000 Penalty: 5707.006348
	Iteration 21Q: 3 clusters Score -1.390642e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -13906725.000000 Penalty: 5707.006348
	Iteration 22Q: 3 clusters Score -1.390672e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -13906996.000000 Penalty: 5707.006348
	Iteration 23Q: 3 clusters Score -1.3907e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96968 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13907206.000000 Penalty: 5707.006348
	Iteration 24Q: 3 clusters Score -1.390721e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97228 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13907366.000000 Penalty: 5707.006348
	Iteration 25Q: 3 clusters Score -1.390737e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -13907518.000000 Penalty: 5707.006348
	Iteration 26Q: 3 clusters Score -1.390752e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13907605.000000 Penalty: 5707.006348
	Iteration 27Q: 3 clusters Score -1.39076e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13907722.000000 Penalty: 5707.006348
	Iteration 28Q: 3 clusters Score -1.390772e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97924 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -13907760.000000 Penalty: 5707.006348
	Iteration 29Q: 3 clusters Score -1.390776e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13907831.000000 Penalty: 5707.006348
	Iteration 30Q: 3 clusters Score -1.390783e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13907893.000000 Penalty: 5707.006348
	Iteration 31Q: 3 clusters Score -1.390789e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98237 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13907934.000000 Penalty: 5707.006348
	Iteration 32Q: 3 clusters Score -1.390793e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98283 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -13907968.000000 Penalty: 5707.006348
	Iteration 33Q: 3 clusters Score -1.390797e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13907981.000000 Penalty: 5707.006348
	Iteration 34Q: 3 clusters Score -1.390798e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13908016.000000 Penalty: 5707.006348
	Iteration 35Q: 3 clusters Score -1.390802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13908028.000000 Penalty: 5707.006348
	Iteration 36Q: 3 clusters Score -1.390803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -13908036.000000 Penalty: 5707.006348
	Iteration 37Q: 3 clusters Score -1.390804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13908057.000000 Penalty: 5707.006348
	Iteration 38Q: 3 clusters Score -1.390806e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -13908054.000000 Penalty: 5707.006348
	Iteration 39Q: 3 clusters Score -1.390805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13908069.000000 Penalty: 5707.006348
	Iteration 40F: 3 clusters Score -1.390807e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98479 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13908086.000000 Penalty: 5707.006348
	Iteration 41Q: 3 clusters Score -1.390809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13908080.000000 Penalty: 5707.006348
	Iteration 42Q: 3 clusters Score -1.390808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13908087.000000 Penalty: 5707.006348
	Iteration 43Q: 3 clusters Score -1.390809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -13908086.000000 Penalty: 5707.006348
	Iteration 44Q: 3 clusters Score -1.390809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98506 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -13908108.000000 Penalty: 5707.006348
	Iteration 45Q: 3 clusters Score -1.390811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98517 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -13908099.000000 Penalty: 5707.006348
	Iteration 46Q: 3 clusters Score -1.39081e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -13908109.000000 Penalty: 5707.006348
	Iteration 47Q: 3 clusters Score -1.390811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13908111.000000 Penalty: 5707.006348
	Iteration 48Q: 3 clusters Score -1.390811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13908106.000000 Penalty: 5707.006348
	Iteration 49Q: 3 clusters Score -1.390811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98542 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13908112.000000 Penalty: 5707.006348
	Iteration 50Q: 3 clusters Score -1.390811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13908118.000000 Penalty: 5707.006348
	Iteration 51Q: 3 clusters Score -1.390812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13908115.000000 Penalty: 5707.006348
	Iteration 52Q: 3 clusters Score -1.390812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -13908138.000000 Penalty: 5707.006348
	Iteration 53Q: 3 clusters Score -1.390814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -13908137.000000 Penalty: 5707.006348
	Iteration 54Q: 3 clusters Score -1.390814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98566 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13908146.000000 Penalty: 5707.006348
	Iteration 55Q: 3 clusters Score -1.390815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13908141.000000 Penalty: 5707.006348
	Iteration 56Q: 3 clusters Score -1.390814e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13908141.000000 Penalty: 5707.006348
	Iteration 57F: 3 clusters Score -1.390814e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39892.402344 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39892.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -40104.914062 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40104.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -40240.050781 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40240.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -40394.699219 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -40394.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -40473.460938 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40473.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -40503.250000 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40503.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -40515.222656 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40515.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -40521.652344 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40521.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40526.628906 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40526.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -40531.269531 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40531.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40536.246094 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40536.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -40536.246094 Penalty: 2905.534668
	Iteration 11F: 3 clusters Score -40536.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Entering Unmasked Estep 
Score: -21648608.000000 Penalty: 2964.166260
	Iteration 0F: 2 clusters Score -2.164861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 77576 members 
Entering Unmasked Estep 
Score: -21546528.000000 Penalty: 5928.332520
	Iteration 0F: 3 clusters Score -2.154653e+07 nChanged 74174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78543 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -21588964.000000 Penalty: 5928.332520
	Iteration 1F: 3 clusters Score -2.158896e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 76062 members 
Entering Unmasked Estep 
Score: -21589800.000000 Penalty: 5928.332520
	Iteration 2Q: 3 clusters Score -2.15898e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -21590492.000000 Penalty: 5928.332520
	Iteration 3Q: 3 clusters Score -2.159049e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 73731 members 
Entering Unmasked Estep 
Score: -21591154.000000 Penalty: 5928.332520
	Iteration 4Q: 3 clusters Score -2.159115e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -21592108.000000 Penalty: 5928.332520
	Iteration 5Q: 3 clusters Score -2.159211e+07 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -21593564.000000 Penalty: 5928.332520
	Iteration 6Q: 3 clusters Score -2.159356e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91860 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -21595856.000000 Penalty: 5928.332520
	Iteration 7Q: 3 clusters Score -2.159586e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 56255 members 
Entering Unmasked Estep 
Score: -21599890.000000 Penalty: 5928.332520
	Iteration 8Q: 3 clusters Score -2.159989e+07 nChanged 9753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108511 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -21606742.000000 Penalty: 5928.332520
	Iteration 9F: 3 clusters Score -2.160674e+07 nChanged 11680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120153 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -21616494.000000 Penalty: 5928.332520
	Iteration 10F: 3 clusters Score -2.161649e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -21627732.000000 Penalty: 5928.332520
	Iteration 11F: 3 clusters Score -2.162773e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141921 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -21636298.000000 Penalty: 5928.332520
	Iteration 12F: 3 clusters Score -2.16363e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -21641906.000000 Penalty: 5928.332520
	Iteration 13Q: 3 clusters Score -2.164191e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -21644450.000000 Penalty: 5928.332520
	Iteration 14Q: 3 clusters Score -2.164445e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153421 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -21645432.000000 Penalty: 5928.332520
	Iteration 15Q: 3 clusters Score -2.164543e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154073 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21645788.000000 Penalty: 5928.332520
	Iteration 16Q: 3 clusters Score -2.164579e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154365 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -21645894.000000 Penalty: 5928.332520
	Iteration 17Q: 3 clusters Score -2.164589e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21645984.000000 Penalty: 5928.332520
	Iteration 18Q: 3 clusters Score -2.164598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154575 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21646036.000000 Penalty: 5928.332520
	Iteration 19Q: 3 clusters Score -2.164604e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154629 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -21646102.000000 Penalty: 5928.332520
	Iteration 20F: 3 clusters Score -2.16461e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -21646122.000000 Penalty: 5928.332520
	Iteration 21Q: 3 clusters Score -2.164612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154679 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -21646152.000000 Penalty: 5928.332520
	Iteration 22Q: 3 clusters Score -2.164615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154694 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -21646140.000000 Penalty: 5928.332520
	Iteration 23Q: 3 clusters Score -2.164614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21646144.000000 Penalty: 5928.332520
	Iteration 24Q: 3 clusters Score -2.164614e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154703 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21646166.000000 Penalty: 5928.332520
	Iteration 25Q: 3 clusters Score -2.164617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21646148.000000 Penalty: 5928.332520
	Iteration 26Q: 3 clusters Score -2.164615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21646170.000000 Penalty: 5928.332520
	Iteration 27Q: 3 clusters Score -2.164617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21646160.000000 Penalty: 5928.332520
	Iteration 28Q: 3 clusters Score -2.164616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154705 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -21646172.000000 Penalty: 5928.332520
	Iteration 29Q: 3 clusters Score -2.164617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21646186.000000 Penalty: 5928.332520
	Iteration 30Q: 3 clusters Score -2.164619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -21646182.000000 Penalty: 5928.332520
	Iteration 31Q: 3 clusters Score -2.164618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154707 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -21646172.000000 Penalty: 5928.332520
	Iteration 32Q: 3 clusters Score -2.164617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21646178.000000 Penalty: 5928.332520
	Iteration 33Q: 3 clusters Score -2.164618e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -21646178.000000 Penalty: 5928.332520
	Iteration 34F: 3 clusters Score -2.164618e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Entering Unmasked Estep 
Score: -1209238.750000 Penalty: 2248.570557
	Iteration 0F: 2 clusters Score -1209239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1202416.500000 Penalty: 4497.141113
	Iteration 0F: 3 clusters Score -1202416 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1204243.625000 Penalty: 4497.141113
	Iteration 1F: 3 clusters Score -1204244 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1204521.500000 Penalty: 4497.141113
	Iteration 2F: 3 clusters Score -1204522 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1204751.125000 Penalty: 4497.141113
	Iteration 3F: 3 clusters Score -1204751 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1204961.875000 Penalty: 4497.141113
	Iteration 4Q: 3 clusters Score -1204962 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1205138.000000 Penalty: 4497.141113
	Iteration 5Q: 3 clusters Score -1205138 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1205320.625000 Penalty: 4497.141113
	Iteration 6Q: 3 clusters Score -1205321 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1205520.500000 Penalty: 4497.141113
	Iteration 7Q: 3 clusters Score -1205520 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1205727.250000 Penalty: 4497.141113
	Iteration 8Q: 3 clusters Score -1205727 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1205916.500000 Penalty: 4497.141113
	Iteration 9Q: 3 clusters Score -1205916 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1206119.000000 Penalty: 4497.141113
	Iteration 10Q: 3 clusters Score -1206119 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1206318.375000 Penalty: 4497.141113
	Iteration 11Q: 3 clusters Score -1206318 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1206530.750000 Penalty: 4497.141113
	Iteration 12Q: 3 clusters Score -1206531 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1206760.750000 Penalty: 4497.141113
	Iteration 13Q: 3 clusters Score -1206761 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1206985.750000 Penalty: 4497.141113
	Iteration 14Q: 3 clusters Score -1206986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1207177.500000 Penalty: 4497.141113
	Iteration 15Q: 3 clusters Score -1207178 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1207317.250000 Penalty: 4497.141113
	Iteration 16Q: 3 clusters Score -1207317 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1207443.250000 Penalty: 4497.141113
	Iteration 17Q: 3 clusters Score -1207443 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1207551.250000 Penalty: 4497.141113
	Iteration 18Q: 3 clusters Score -1207551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1207641.375000 Penalty: 4497.141113
	Iteration 19Q: 3 clusters Score -1207641 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1207737.625000 Penalty: 4497.141113
	Iteration 20F: 3 clusters Score -1207738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1207811.500000 Penalty: 4497.141113
	Iteration 21Q: 3 clusters Score -1207812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1207872.250000 Penalty: 4497.141113
	Iteration 22Q: 3 clusters Score -1207872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1207934.875000 Penalty: 4497.141113
	Iteration 23Q: 3 clusters Score -1207935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1208007.750000 Penalty: 4497.141113
	Iteration 24Q: 3 clusters Score -1208008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1208086.250000 Penalty: 4497.141113
	Iteration 25Q: 3 clusters Score -1208086 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1208185.000000 Penalty: 4497.141113
	Iteration 26Q: 3 clusters Score -1208185 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1208300.875000 Penalty: 4497.141113
	Iteration 27Q: 3 clusters Score -1208301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1208375.250000 Penalty: 4497.141113
	Iteration 28Q: 3 clusters Score -1208375 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1208417.750000 Penalty: 4497.141113
	Iteration 29Q: 3 clusters Score -1208418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1208441.500000 Penalty: 4497.141113
	Iteration 30Q: 3 clusters Score -1208442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1208460.750000 Penalty: 4497.141113
	Iteration 31Q: 3 clusters Score -1208461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1208468.125000 Penalty: 4497.141113
	Iteration 32Q: 3 clusters Score -1208468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1208470.125000 Penalty: 4497.141113
	Iteration 33Q: 3 clusters Score -1208470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1208469.750000 Penalty: 4497.141113
	Iteration 34Q: 3 clusters Score -1208470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1208470.250000 Penalty: 4497.141113
	Iteration 35Q: 3 clusters Score -1208470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1208470.250000 Penalty: 4497.141113
	Iteration 36F: 3 clusters Score -1208470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -270909.531250 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -270909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268297.250000 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -268297.2 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268741.437500 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -268741.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -268852.718750 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -268852.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -268917.531250 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -268917.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268955.156250 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -268955.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -268976.937500 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -268976.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269002.750000 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -269002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -269018.187500 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -269018.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269024.687500 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -269024.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269026.187500 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -269026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269028.343750 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -269028.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269032.562500 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -269032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -269034.250000 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -269034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269034.875000 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -269034.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269034.875000 Penalty: 3758.252441
	Iteration 14F: 3 clusters Score -269034.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Entering Unmasked Estep 
Score: -3715029.500000 Penalty: 2533.303955
	Iteration 0F: 2 clusters Score -3715030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3696101.500000 Penalty: 5066.607910
	Iteration 0F: 3 clusters Score -3696102 nChanged 12298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -3702765.750000 Penalty: 5066.607910
	Iteration 1F: 3 clusters Score -3702766 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3703393.000000 Penalty: 5066.607910
	Iteration 2F: 3 clusters Score -3703393 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3704094.250000 Penalty: 5066.607910
	Iteration 3Q: 3 clusters Score -3704094 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3705000.250000 Penalty: 5066.607910
	Iteration 4Q: 3 clusters Score -3705000 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3706040.250000 Penalty: 5066.607910
	Iteration 5F: 3 clusters Score -3706040 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3707141.500000 Penalty: 5066.607910
	Iteration 6F: 3 clusters Score -3707142 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -3708274.250000 Penalty: 5066.607910
	Iteration 7F: 3 clusters Score -3708274 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -3709287.500000 Penalty: 5066.607910
	Iteration 8F: 3 clusters Score -3709288 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3710109.250000 Penalty: 5066.607910
	Iteration 9F: 3 clusters Score -3710109 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3710720.500000 Penalty: 5066.607910
	Iteration 10Q: 3 clusters Score -3710720 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3711136.750000 Penalty: 5066.607910
	Iteration 11Q: 3 clusters Score -3711137 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3711368.000000 Penalty: 5066.607910
	Iteration 12Q: 3 clusters Score -3711368 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3711476.250000 Penalty: 5066.607910
	Iteration 13Q: 3 clusters Score -3711476 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -3711565.750000 Penalty: 5066.607910
	Iteration 14Q: 3 clusters Score -3711566 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3711601.500000 Penalty: 5066.607910
	Iteration 15Q: 3 clusters Score -3711602 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3711637.750000 Penalty: 5066.607910
	Iteration 16Q: 3 clusters Score -3711638 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3711649.500000 Penalty: 5066.607910
	Iteration 17Q: 3 clusters Score -3711650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -3711659.250000 Penalty: 5066.607910
	Iteration 18Q: 3 clusters Score -3711659 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3711679.000000 Penalty: 5066.607910
	Iteration 19Q: 3 clusters Score -3711679 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3711695.000000 Penalty: 5066.607910
	Iteration 20F: 3 clusters Score -3711695 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -3711700.000000 Penalty: 5066.607910
	Iteration 21Q: 3 clusters Score -3711700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -3711709.750000 Penalty: 5066.607910
	Iteration 22Q: 3 clusters Score -3711710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3711716.750000 Penalty: 5066.607910
	Iteration 23Q: 3 clusters Score -3711717 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3711718.250000 Penalty: 5066.607910
	Iteration 24Q: 3 clusters Score -3711718 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3711732.000000 Penalty: 5066.607910
	Iteration 25Q: 3 clusters Score -3711732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3711740.750000 Penalty: 5066.607910
	Iteration 26Q: 3 clusters Score -3711741 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -3711753.750000 Penalty: 5066.607910
	Iteration 27Q: 3 clusters Score -3711754 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3711759.250000 Penalty: 5066.607910
	Iteration 28Q: 3 clusters Score -3711759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3711770.000000 Penalty: 5066.607910
	Iteration 29Q: 3 clusters Score -3711770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3711769.750000 Penalty: 5066.607910
	Iteration 30Q: 3 clusters Score -3711770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3711782.500000 Penalty: 5066.607910
	Iteration 31Q: 3 clusters Score -3711782 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -3711792.250000 Penalty: 5066.607910
	Iteration 32Q: 3 clusters Score -3711792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3711802.500000 Penalty: 5066.607910
	Iteration 33Q: 3 clusters Score -3711802 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3711796.000000 Penalty: 5066.607910
	Iteration 34Q: 3 clusters Score -3711796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3711802.750000 Penalty: 5066.607910
	Iteration 35Q: 3 clusters Score -3711803 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3711821.000000 Penalty: 5066.607910
	Iteration 36Q: 3 clusters Score -3711821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3711832.500000 Penalty: 5066.607910
	Iteration 37Q: 3 clusters Score -3711832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3711837.250000 Penalty: 5066.607910
	Iteration 38Q: 3 clusters Score -3711837 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3711837.750000 Penalty: 5066.607910
	Iteration 39Q: 3 clusters Score -3711838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3711837.750000 Penalty: 5066.607910
	Iteration 40F: 3 clusters Score -3711838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -3711863.500000 Penalty: 5066.607910
	Iteration 41Q: 3 clusters Score -3711864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3711875.250000 Penalty: 5066.607910
	Iteration 42Q: 3 clusters Score -3711875 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3711895.750000 Penalty: 5066.607910
	Iteration 43Q: 3 clusters Score -3711896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -3711909.250000 Penalty: 5066.607910
	Iteration 44Q: 3 clusters Score -3711909 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3711916.250000 Penalty: 5066.607910
	Iteration 45Q: 3 clusters Score -3711916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3711924.250000 Penalty: 5066.607910
	Iteration 46Q: 3 clusters Score -3711924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3711942.500000 Penalty: 5066.607910
	Iteration 47Q: 3 clusters Score -3711942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3711959.500000 Penalty: 5066.607910
	Iteration 48Q: 3 clusters Score -3711960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -3711958.250000 Penalty: 5066.607910
	Iteration 49Q: 3 clusters Score -3711958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3711985.250000 Penalty: 5066.607910
	Iteration 50Q: 3 clusters Score -3711985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -3711993.000000 Penalty: 5066.607910
	Iteration 51Q: 3 clusters Score -3711993 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3712010.750000 Penalty: 5066.607910
	Iteration 52Q: 3 clusters Score -3712011 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3712018.750000 Penalty: 5066.607910
	Iteration 53Q: 3 clusters Score -3712019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -3712026.250000 Penalty: 5066.607910
	Iteration 54Q: 3 clusters Score -3712026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3712045.250000 Penalty: 5066.607910
	Iteration 55Q: 3 clusters Score -3712045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3712060.500000 Penalty: 5066.607910
	Iteration 56Q: 3 clusters Score -3712060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -3712068.000000 Penalty: 5066.607910
	Iteration 57Q: 3 clusters Score -3712068 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3712079.750000 Penalty: 5066.607910
	Iteration 58Q: 3 clusters Score -3712080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3712091.500000 Penalty: 5066.607910
	Iteration 59Q: 3 clusters Score -3712092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3712100.500000 Penalty: 5066.607910
	Iteration 60F: 3 clusters Score -3712100 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3712107.500000 Penalty: 5066.607910
	Iteration 61Q: 3 clusters Score -3712108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3712123.250000 Penalty: 5066.607910
	Iteration 62Q: 3 clusters Score -3712123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -3712147.750000 Penalty: 5066.607910
	Iteration 63Q: 3 clusters Score -3712148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3712171.500000 Penalty: 5066.607910
	Iteration 64Q: 3 clusters Score -3712172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3712174.750000 Penalty: 5066.607910
	Iteration 65Q: 3 clusters Score -3712175 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3712181.750000 Penalty: 5066.607910
	Iteration 66Q: 3 clusters Score -3712182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -3712184.500000 Penalty: 5066.607910
	Iteration 67Q: 3 clusters Score -3712184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3712204.500000 Penalty: 5066.607910
	Iteration 68Q: 3 clusters Score -3712204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3712222.750000 Penalty: 5066.607910
	Iteration 69Q: 3 clusters Score -3712223 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3712249.500000 Penalty: 5066.607910
	Iteration 70Q: 3 clusters Score -3712250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3712274.250000 Penalty: 5066.607910
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3712289 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3712308 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3712333 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3712342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3712367 nChanged 119
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Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3712378 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3712390 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3712414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3712439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3712462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3712486 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3712518 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3712529 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3712538 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3712570 nChanged 100
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3712570 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3712585 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3712589 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3712603 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3712623 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3712645 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3712652 nChanged 78
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Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3712657 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3712664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3712677 nChanged 73
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Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3712693 nChanged 65
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Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3712698 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3712706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3712719 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3712730 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3712752 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3712755 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3712776 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3712781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3712806 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3712820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3712834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3712836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3712847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3712850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3712862 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3712872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3712874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3712875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3712880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3712883 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3712893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3712891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3712890.250000 Penalty: 5066.607910
	Iteration 120F: 3 clusters Score -3712890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3712896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -3712901.000000 Penalty: 5066.607910
	Iteration 122Q: 3 clusters Score -3712901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3712905.250000 Penalty: 5066.607910
	Iteration 123Q: 3 clusters Score -3712905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3712913.000000 Penalty: 5066.607910
	Iteration 124Q: 3 clusters Score -3712913 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -3712911.500000 Penalty: 5066.607910
	Iteration 125Q: 3 clusters Score -3712912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3712914.500000 Penalty: 5066.607910
	Iteration 126Q: 3 clusters Score -3712914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3712914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3712926.500000 Penalty: 5066.607910
	Iteration 128Q: 3 clusters Score -3712926 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3712933.250000 Penalty: 5066.607910
	Iteration 129Q: 3 clusters Score -3712933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3712935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3712937.750000 Penalty: 5066.607910
	Iteration 131Q: 3 clusters Score -3712938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3712938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3712947.500000 Penalty: 5066.607910
	Iteration 133Q: 3 clusters Score -3712948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -3712950.750000 Penalty: 5066.607910
	Iteration 134Q: 3 clusters Score -3712951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3712948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3712954.250000 Penalty: 5066.607910
	Iteration 136Q: 3 clusters Score -3712954 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3712961.000000 Penalty: 5066.607910
	Iteration 137Q: 3 clusters Score -3712961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3712957.250000 Penalty: 5066.607910
	Iteration 138Q: 3 clusters Score -3712957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3712968.750000 Penalty: 5066.607910
	Iteration 139Q: 3 clusters Score -3712969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3712967.500000 Penalty: 5066.607910
	Iteration 140F: 3 clusters Score -3712968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3712974.500000 Penalty: 5066.607910
	Iteration 141Q: 3 clusters Score -3712974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3712968.500000 Penalty: 5066.607910
	Iteration 142Q: 3 clusters Score -3712968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -3712970.750000 Penalty: 5066.607910
	Iteration 143Q: 3 clusters Score -3712971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3712976.500000 Penalty: 5066.607910
	Iteration 144Q: 3 clusters Score -3712976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3712971.750000 Penalty: 5066.607910
	Iteration 145Q: 3 clusters Score -3712972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3712971.750000 Penalty: 5066.607910
	Iteration 146Q: 3 clusters Score -3712972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3712976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3712978.750000 Penalty: 5066.607910
	Iteration 148Q: 3 clusters Score -3712979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3712977.750000 Penalty: 5066.607910
	Iteration 149Q: 3 clusters Score -3712978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3712987.250000 Penalty: 5066.607910
	Iteration 150Q: 3 clusters Score -3712987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3712997.250000 Penalty: 5066.607910
	Iteration 151Q: 3 clusters Score -3712997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3712998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -3713003.000000 Penalty: 5066.607910
	Iteration 153Q: 3 clusters Score -3713003 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3713006.500000 Penalty: 5066.607910
	Iteration 154Q: 3 clusters Score -3713006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3713014.000000 Penalty: 5066.607910
	Iteration 155Q: 3 clusters Score -3713014 nChanged 13
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Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3713014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3713017.500000 Penalty: 5066.607910
	Iteration 157Q: 3 clusters Score -3713018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -3713016.000000 Penalty: 5066.607910
	Iteration 158Q: 3 clusters Score -3713016 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -3713019.250000 Penalty: 5066.607910
	Iteration 159Q: 3 clusters Score -3713019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3713019.250000 Penalty: 5066.607910
	Iteration 160F: 3 clusters Score -3713019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3713016.250000 Penalty: 5066.607910
	Iteration 161Q: 3 clusters Score -3713016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3713020.500000 Penalty: 5066.607910
	Iteration 162Q: 3 clusters Score -3713020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3713019.750000 Penalty: 5066.607910
	Iteration 163Q: 3 clusters Score -3713020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3713015.000000 Penalty: 5066.607910
	Iteration 164Q: 3 clusters Score -3713015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3713023.250000 Penalty: 5066.607910
	Iteration 165Q: 3 clusters Score -3713023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -3713026.750000 Penalty: 5066.607910
	Iteration 166Q: 3 clusters Score -3713027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3713020.750000 Penalty: 5066.607910
	Iteration 167Q: 3 clusters Score -3713021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3713026.500000 Penalty: 5066.607910
	Iteration 168Q: 3 clusters Score -3713026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3713025.000000 Penalty: 5066.607910
	Iteration 169Q: 3 clusters Score -3713025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3713026.750000 Penalty: 5066.607910
	Iteration 170Q: 3 clusters Score -3713027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3713026.750000 Penalty: 5066.607910
	Iteration 171Q: 3 clusters Score -3713027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3713031.500000 Penalty: 5066.607910
	Iteration 172Q: 3 clusters Score -3713032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3713029.750000 Penalty: 5066.607910
	Iteration 173Q: 3 clusters Score -3713030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3713036.750000 Penalty: 5066.607910
	Iteration 174Q: 3 clusters Score -3713037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3713040.500000 Penalty: 5066.607910
	Iteration 175Q: 3 clusters Score -3713040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3713039.250000 Penalty: 5066.607910
	Iteration 176Q: 3 clusters Score -3713039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -3713043.750000 Penalty: 5066.607910
	Iteration 177Q: 3 clusters Score -3713044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3713043.500000 Penalty: 5066.607910
	Iteration 178Q: 3 clusters Score -3713044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3713042.250000 Penalty: 5066.607910
	Iteration 179Q: 3 clusters Score -3713042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3713041.250000 Penalty: 5066.607910
	Iteration 180F: 3 clusters Score -3713041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3713040.750000 Penalty: 5066.607910
	Iteration 181Q: 3 clusters Score -3713041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3713037.750000 Penalty: 5066.607910
	Iteration 182Q: 3 clusters Score -3713038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3713042.750000 Penalty: 5066.607910
	Iteration 183Q: 3 clusters Score -3713043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3713039.500000 Penalty: 5066.607910
	Iteration 184Q: 3 clusters Score -3713040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3713042.500000 Penalty: 5066.607910
	Iteration 185Q: 3 clusters Score -3713042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3713044.000000 Penalty: 5066.607910
	Iteration 186Q: 3 clusters Score -3713044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3713043.750000 Penalty: 5066.607910
	Iteration 187Q: 3 clusters Score -3713044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3713047.250000 Penalty: 5066.607910
	Iteration 188Q: 3 clusters Score -3713047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -3713052.000000 Penalty: 5066.607910
	Iteration 189Q: 3 clusters Score -3713052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3713047.250000 Penalty: 5066.607910
	Iteration 190Q: 3 clusters Score -3713047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3713052.750000 Penalty: 5066.607910
	Iteration 191Q: 3 clusters Score -3713053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3713044.500000 Penalty: 5066.607910
	Iteration 192Q: 3 clusters Score -3713044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3713054.000000 Penalty: 5066.607910
	Iteration 193Q: 3 clusters Score -3713054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3713052.750000 Penalty: 5066.607910
	Iteration 194Q: 3 clusters Score -3713053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3713055.250000 Penalty: 5066.607910
	Iteration 195Q: 3 clusters Score -3713055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3713055.750000 Penalty: 5066.607910
	Iteration 196Q: 3 clusters Score -3713056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3713052.500000 Penalty: 5066.607910
	Iteration 197Q: 3 clusters Score -3713052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3713052.750000 Penalty: 5066.607910
	Iteration 198Q: 3 clusters Score -3713053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3713055.000000 Penalty: 5066.607910
	Iteration 199Q: 3 clusters Score -3713055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3713054.500000 Penalty: 5066.607910
	Iteration 200F: 3 clusters Score -3713054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3713056.500000 Penalty: 5066.607910
	Iteration 201Q: 3 clusters Score -3713056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3713056.500000 Penalty: 5066.607910
	Iteration 202F: 3 clusters Score -3713056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Entering Unmasked Estep 
Score: -2283719.250000 Penalty: 2402.532227
	Iteration 0F: 2 clusters Score -2283719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2272063.500000 Penalty: 4805.064453
	Iteration 0F: 3 clusters Score -2272064 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2275794.500000 Penalty: 4805.064453
	Iteration 1F: 3 clusters Score -2275794 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2276174.750000 Penalty: 4805.064453
	Iteration 2F: 3 clusters Score -2276175 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2276488.000000 Penalty: 4805.064453
	Iteration 3Q: 3 clusters Score -2276488 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2276731.500000 Penalty: 4805.064453
	Iteration 4Q: 3 clusters Score -2276732 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2276989.000000 Penalty: 4805.064453
	Iteration 5Q: 3 clusters Score -2276989 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2277243.500000 Penalty: 4805.064453
	Iteration 6Q: 3 clusters Score -2277244 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2277513.500000 Penalty: 4805.064453
	Iteration 7Q: 3 clusters Score -2277514 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2277814.750000 Penalty: 4805.064453
	Iteration 8Q: 3 clusters Score -2277815 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2278176.500000 Penalty: 4805.064453
	Iteration 9Q: 3 clusters Score -2278176 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2278566.750000 Penalty: 4805.064453
	Iteration 10Q: 3 clusters Score -2278567 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2279017.250000 Penalty: 4805.064453
	Iteration 11Q: 3 clusters Score -2279017 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2279489.750000 Penalty: 4805.064453
	Iteration 12Q: 3 clusters Score -2279490 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2279981.000000 Penalty: 4805.064453
	Iteration 13Q: 3 clusters Score -2279981 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2280377.750000 Penalty: 4805.064453
	Iteration 14Q: 3 clusters Score -2280378 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2280642.250000 Penalty: 4805.064453
	Iteration 15Q: 3 clusters Score -2280642 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2280856.000000 Penalty: 4805.064453
	Iteration 16Q: 3 clusters Score -2280856 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2280996.250000 Penalty: 4805.064453
	Iteration 17Q: 3 clusters Score -2280996 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2281124.500000 Penalty: 4805.064453
	Iteration 18Q: 3 clusters Score -2281124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2281222.750000 Penalty: 4805.064453
	Iteration 19Q: 3 clusters Score -2281223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2281304.000000 Penalty: 4805.064453
	Iteration 20F: 3 clusters Score -2281304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2281371.500000 Penalty: 4805.064453
	Iteration 21Q: 3 clusters Score -2281372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2281416.750000 Penalty: 4805.064453
	Iteration 22Q: 3 clusters Score -2281417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2281449.500000 Penalty: 4805.064453
	Iteration 23Q: 3 clusters Score -2281450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2281477.500000 Penalty: 4805.064453
	Iteration 24Q: 3 clusters Score -2281478 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2281502.500000 Penalty: 4805.064453
	Iteration 25Q: 3 clusters Score -2281502 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2281524.750000 Penalty: 4805.064453
	Iteration 26Q: 3 clusters Score -2281525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2281529.250000 Penalty: 4805.064453
	Iteration 27Q: 3 clusters Score -2281529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2281545.000000 Penalty: 4805.064453
	Iteration 28Q: 3 clusters Score -2281545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2281555.750000 Penalty: 4805.064453
	Iteration 29Q: 3 clusters Score -2281556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2281567.750000 Penalty: 4805.064453
	Iteration 30Q: 3 clusters Score -2281568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2281571.000000 Penalty: 4805.064453
	Iteration 31Q: 3 clusters Score -2281571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2281584.500000 Penalty: 4805.064453
	Iteration 32Q: 3 clusters Score -2281584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2281593.250000 Penalty: 4805.064453
	Iteration 33Q: 3 clusters Score -2281593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2281593.000000 Penalty: 4805.064453
	Iteration 34Q: 3 clusters Score -2281593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2281601.750000 Penalty: 4805.064453
	Iteration 35Q: 3 clusters Score -2281602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2281601.500000 Penalty: 4805.064453
	Iteration 36Q: 3 clusters Score -2281602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2281603.250000 Penalty: 4805.064453
	Iteration 37Q: 3 clusters Score -2281603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2281603.000000 Penalty: 4805.064453
	Iteration 38Q: 3 clusters Score -2281603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2281603.000000 Penalty: 4805.064453
	Iteration 39F: 3 clusters Score -2281603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96727 members 
Entering Unmasked Estep 
Score: -13604398.000000 Penalty: 2846.952637
	Iteration 0F: 2 clusters Score -1.36044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -13540471.000000 Penalty: 5693.905273
	Iteration 0F: 3 clusters Score -1.354047e+07 nChanged 45780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -13566246.000000 Penalty: 5693.905273
	Iteration 1F: 3 clusters Score -1.356625e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -13566944.000000 Penalty: 5693.905273
	Iteration 2Q: 3 clusters Score -1.356694e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -13567712.000000 Penalty: 5693.905273
	Iteration 3Q: 3 clusters Score -1.356771e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -13568737.000000 Penalty: 5693.905273
	Iteration 4Q: 3 clusters Score -1.356874e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -13570044.000000 Penalty: 5693.905273
	Iteration 5Q: 3 clusters Score -1.357004e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -13572313.000000 Penalty: 5693.905273
	Iteration 6Q: 3 clusters Score -1.357231e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -13576280.000000 Penalty: 5693.905273
	Iteration 7F: 3 clusters Score -1.357628e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -13582392.000000 Penalty: 5693.905273
	Iteration 8F: 3 clusters Score -1.358239e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83337 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -13589713.000000 Penalty: 5693.905273
	Iteration 9F: 3 clusters Score -1.358971e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89766 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -13595744.000000 Penalty: 5693.905273
	Iteration 10F: 3 clusters Score -1.359574e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93506 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -13599163.000000 Penalty: 5693.905273
	Iteration 11Q: 3 clusters Score -1.359916e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95246 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -13600743.000000 Penalty: 5693.905273
	Iteration 12Q: 3 clusters Score -1.360074e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95933 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13601403.000000 Penalty: 5693.905273
	Iteration 13Q: 3 clusters Score -1.36014e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96198 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -13601661.000000 Penalty: 5693.905273
	Iteration 14Q: 3 clusters Score -1.360166e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96296 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13601775.000000 Penalty: 5693.905273
	Iteration 15Q: 3 clusters Score -1.360178e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96337 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -13601841.000000 Penalty: 5693.905273
	Iteration 16Q: 3 clusters Score -1.360184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13601890.000000 Penalty: 5693.905273
	Iteration 17Q: 3 clusters Score -1.360189e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96382 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -13601909.000000 Penalty: 5693.905273
	Iteration 18Q: 3 clusters Score -1.360191e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96387 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13601928.000000 Penalty: 5693.905273
	Iteration 19Q: 3 clusters Score -1.360193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13601923.000000 Penalty: 5693.905273
	Iteration 20F: 3 clusters Score -1.360192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96398 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -13601937.000000 Penalty: 5693.905273
	Iteration 21Q: 3 clusters Score -1.360194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -13601937.000000 Penalty: 5693.905273
	Iteration 22Q: 3 clusters Score -1.360194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96405 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13601945.000000 Penalty: 5693.905273
	Iteration 23Q: 3 clusters Score -1.360194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96407 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -13601948.000000 Penalty: 5693.905273
	Iteration 24Q: 3 clusters Score -1.360195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96410 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -13601967.000000 Penalty: 5693.905273
	Iteration 25Q: 3 clusters Score -1.360197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96413 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13601954.000000 Penalty: 5693.905273
	Iteration 26Q: 3 clusters Score -1.360195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13601956.000000 Penalty: 5693.905273
	Iteration 27Q: 3 clusters Score -1.360196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96416 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -13601959.000000 Penalty: 5693.905273
	Iteration 28Q: 3 clusters Score -1.360196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96419 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -13601964.000000 Penalty: 5693.905273
	Iteration 29Q: 3 clusters Score -1.360196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13601963.000000 Penalty: 5693.905273
	Iteration 30Q: 3 clusters Score -1.360196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -13601963.000000 Penalty: 5693.905273
	Iteration 31F: 3 clusters Score -1.360196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38117.871094 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38117.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38298.937500 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38298.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38383.437500 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -38383.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38435.285156 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -38435.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38476.683594 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38476.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38504.062500 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38504.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38529.093750 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38529.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38564.058594 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38564.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38599.164062 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38599.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38625.718750 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -38625.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38677.734375 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -38677.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38736.101562 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -38736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -38759.546875 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -38759.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38772.671875 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -38772.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38772.671875 Penalty: 2882.325928
	Iteration 14F: 3 clusters Score -38772.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Entering Unmasked Estep 
Score: -4163741.500000 Penalty: 2551.255371
	Iteration 0F: 2 clusters Score -4163742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -4143461.750000 Penalty: 5102.510742
	Iteration 0F: 3 clusters Score -4143462 nChanged 13341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4150615.000000 Penalty: 5102.510742
	Iteration 1F: 3 clusters Score -4150615 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4150973.250000 Penalty: 5102.510742
	Iteration 2Q: 3 clusters Score -4150973 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4151339.000000 Penalty: 5102.510742
	Iteration 3Q: 3 clusters Score -4151339 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4151747.500000 Penalty: 5102.510742
	Iteration 4Q: 3 clusters Score -4151748 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -4152177.500000 Penalty: 5102.510742
	Iteration 5Q: 3 clusters Score -4152178 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4152720.500000 Penalty: 5102.510742
	Iteration 6Q: 3 clusters Score -4152720 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -4153470.750000 Penalty: 5102.510742
	Iteration 7Q: 3 clusters Score -4153471 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -4154516.750000 Penalty: 5102.510742
	Iteration 8F: 3 clusters Score -4154517 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4155931.750000 Penalty: 5102.510742
	Iteration 9F: 3 clusters Score -4155932 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4157492.250000 Penalty: 5102.510742
	Iteration 10F: 3 clusters Score -4157492 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -4158871.500000 Penalty: 5102.510742
	Iteration 11F: 3 clusters Score -4158872 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -4159862.000000 Penalty: 5102.510742
	Iteration 12Q: 3 clusters Score -4159862 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4160495.250000 Penalty: 5102.510742
	Iteration 13Q: 3 clusters Score -4160495 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -4160900.500000 Penalty: 5102.510742
	Iteration 14Q: 3 clusters Score -4160900 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -4161129.250000 Penalty: 5102.510742
	Iteration 15Q: 3 clusters Score -4161129 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -4161280.750000 Penalty: 5102.510742
	Iteration 16Q: 3 clusters Score -4161281 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -4161388.500000 Penalty: 5102.510742
	Iteration 17Q: 3 clusters Score -4161388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -4161479.750000 Penalty: 5102.510742
	Iteration 18Q: 3 clusters Score -4161480 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -4161554.250000 Penalty: 5102.510742
	Iteration 19Q: 3 clusters Score -4161554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -4161599.250000 Penalty: 5102.510742
	Iteration 20F: 3 clusters Score -4161599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4161622.250000 Penalty: 5102.510742
	Iteration 21Q: 3 clusters Score -4161622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -4161647.750000 Penalty: 5102.510742
	Iteration 22Q: 3 clusters Score -4161648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -4161681.000000 Penalty: 5102.510742
	Iteration 23Q: 3 clusters Score -4161681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4161725.500000 Penalty: 5102.510742
	Iteration 24Q: 3 clusters Score -4161726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -4161751.000000 Penalty: 5102.510742
	Iteration 25Q: 3 clusters Score -4161751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4161772.750000 Penalty: 5102.510742
	Iteration 26Q: 3 clusters Score -4161773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -4161789.250000 Penalty: 5102.510742
	Iteration 27Q: 3 clusters Score -4161789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -4161810.000000 Penalty: 5102.510742
	Iteration 28Q: 3 clusters Score -4161810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -4161814.500000 Penalty: 5102.510742
	Iteration 29Q: 3 clusters Score -4161814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4161827.000000 Penalty: 5102.510742
	Iteration 30Q: 3 clusters Score -4161827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -4161830.750000 Penalty: 5102.510742
	Iteration 31Q: 3 clusters Score -4161831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -4161834.000000 Penalty: 5102.510742
	Iteration 32Q: 3 clusters Score -4161834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -4161833.500000 Penalty: 5102.510742
	Iteration 33Q: 3 clusters Score -4161834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4161838.750000 Penalty: 5102.510742
	Iteration 34Q: 3 clusters Score -4161839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -4161842.000000 Penalty: 5102.510742
	Iteration 35Q: 3 clusters Score -4161842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4161842.250000 Penalty: 5102.510742
	Iteration 36Q: 3 clusters Score -4161842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4161842.250000 Penalty: 5102.510742
	Iteration 37F: 3 clusters Score -4161842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 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 429 members 
Entering Unmasked Estep 
Score: -100118.273438 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100118.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -100545.015625 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100826.109375 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100826.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100992.796875 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -100992.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101114.382812 Penalty: 3333.229248
	Iteration 4F: 3 clusters Score -101114.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101225.750000 Penalty: 3333.229248
	Iteration 5F: 3 clusters Score -101225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101286.273438 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -101286.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -101328.593750 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101328.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -101359.140625 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -101397.726562 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101397.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -101421.367188 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -101431.648438 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -101445.742188 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101445.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -101467.250000 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101467.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -101482.710938 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -101497.851562 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -101497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -101511.687500 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -101511.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -101529.828125 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -101529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -101545.851562 Penalty: 3333.229248
	Iteration 18Q: 3 clusters Score -101545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -101582.992188 Penalty: 3333.229248
	Iteration 19Q: 3 clusters Score -101583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -101621.351562 Penalty: 3333.229248
	Iteration 20F: 3 clusters Score -101621.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -101751.843750 Penalty: 3333.229248
	Iteration 21Q: 3 clusters Score -101751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -101779.789062 Penalty: 3333.229248
	Iteration 22Q: 3 clusters Score -101779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -101797.312500 Penalty: 3333.229248
	Iteration 23Q: 3 clusters Score -101797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -101809.773438 Penalty: 3333.229248
	Iteration 24Q: 3 clusters Score -101809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -101817.671875 Penalty: 3333.229248
	Iteration 25Q: 3 clusters Score -101817.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -101823.851562 Penalty: 3333.229248
	Iteration 26Q: 3 clusters Score -101823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -101835.125000 Penalty: 3333.229248
	Iteration 27Q: 3 clusters Score -101835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -101851.304688 Penalty: 3333.229248
	Iteration 28Q: 3 clusters Score -101851.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -101861.289062 Penalty: 3333.229248
	Iteration 29Q: 3 clusters Score -101861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -101869.992188 Penalty: 3333.229248
	Iteration 30Q: 3 clusters Score -101870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -101877.289062 Penalty: 3333.229248
	Iteration 31Q: 3 clusters Score -101877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -101877.289062 Penalty: 3333.229248
	Iteration 32F: 3 clusters Score -101877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Entering Unmasked Estep 
Score: -2710511.250000 Penalty: 2444.554932
	Iteration 0F: 2 clusters Score -2710511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2696958.250000 Penalty: 4889.109863
	Iteration 0F: 3 clusters Score -2696958 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2701584.250000 Penalty: 4889.109863
	Iteration 1F: 3 clusters Score -2701584 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2702118.000000 Penalty: 4889.109863
	Iteration 2F: 3 clusters Score -2702118 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2702656.000000 Penalty: 4889.109863
	Iteration 3F: 3 clusters Score -2702656 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2703208.000000 Penalty: 4889.109863
	Iteration 4F: 3 clusters Score -2703208 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2703829.000000 Penalty: 4889.109863
	Iteration 5F: 3 clusters Score -2703829 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2704579.250000 Penalty: 4889.109863
	Iteration 6F: 3 clusters Score -2704579 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -2705603.750000 Penalty: 4889.109863
	Iteration 7F: 3 clusters Score -2705604 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2706735.750000 Penalty: 4889.109863
	Iteration 8F: 3 clusters Score -2706736 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2707690.750000 Penalty: 4889.109863
	Iteration 9F: 3 clusters Score -2707691 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2708361.000000 Penalty: 4889.109863
	Iteration 10Q: 3 clusters Score -2708361 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2708740.500000 Penalty: 4889.109863
	Iteration 11Q: 3 clusters Score -2708740 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -2708995.250000 Penalty: 4889.109863
	Iteration 12Q: 3 clusters Score -2708995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2709177.750000 Penalty: 4889.109863
	Iteration 13Q: 3 clusters Score -2709178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2709280.000000 Penalty: 4889.109863
	Iteration 14Q: 3 clusters Score -2709280 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2709355.000000 Penalty: 4889.109863
	Iteration 15Q: 3 clusters Score -2709355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2709395.750000 Penalty: 4889.109863
	Iteration 16Q: 3 clusters Score -2709396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2709427.750000 Penalty: 4889.109863
	Iteration 17Q: 3 clusters Score -2709428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2709442.000000 Penalty: 4889.109863
	Iteration 18Q: 3 clusters Score -2709442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2709463.250000 Penalty: 4889.109863
	Iteration 19Q: 3 clusters Score -2709463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2709469.000000 Penalty: 4889.109863
	Iteration 20F: 3 clusters Score -2709469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2709477.500000 Penalty: 4889.109863
	Iteration 21Q: 3 clusters Score -2709478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2709485.000000 Penalty: 4889.109863
	Iteration 22Q: 3 clusters Score -2709485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2709484.000000 Penalty: 4889.109863
	Iteration 23Q: 3 clusters Score -2709484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2709491.750000 Penalty: 4889.109863
	Iteration 24Q: 3 clusters Score -2709492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2709496.500000 Penalty: 4889.109863
	Iteration 25Q: 3 clusters Score -2709496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2709503.250000 Penalty: 4889.109863
	Iteration 26Q: 3 clusters Score -2709503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2709505.500000 Penalty: 4889.109863
	Iteration 27Q: 3 clusters Score -2709506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2709505.500000 Penalty: 4889.109863
	Iteration 28F: 3 clusters Score -2709506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -237862.140625 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -237862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -235448.359375 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -235448.4 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -236026.468750 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -236026.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -236245.515625 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -236245.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -236387.750000 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -236387.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -236471.328125 Penalty: 3717.513184
	Iteration 4Q: 3 clusters Score -236471.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -236516.390625 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -236516.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -236563.171875 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -236563.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -236604.250000 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -236604.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -236637.140625 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -236637.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -236665.953125 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -236666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -236693.953125 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -236694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -236724.843750 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -236724.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -236762.437500 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -236762.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -236810.562500 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -236810.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -236885.484375 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -236885.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -236933.765625 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -236933.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -236954.500000 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -236954.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -236973.359375 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -236973.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -236989.875000 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -236989.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -237006.687500 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -237006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -237018.828125 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -237018.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237036.406250 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -237036.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -237057.906250 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -237057.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -237088.187500 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -237088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237113.031250 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -237113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -237149.531250 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -237149.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -237187.546875 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -237187.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -237234.000000 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -237234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -237270.156250 Penalty: 3717.513184
	Iteration 28Q: 3 clusters Score -237270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -237300.312500 Penalty: 3717.513184
	Iteration 29Q: 3 clusters Score -237300.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -237320.171875 Penalty: 3717.513184
	Iteration 30Q: 3 clusters Score -237320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -237331.718750 Penalty: 3717.513184
	Iteration 31Q: 3 clusters Score -237331.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237333.468750 Penalty: 3717.513184
	Iteration 32Q: 3 clusters Score -237333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237333.671875 Penalty: 3717.513184
	Iteration 33Q: 3 clusters Score -237333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237336.734375 Penalty: 3717.513184
	Iteration 34F: 3 clusters Score -237336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -237338.390625 Penalty: 3717.513184
	Iteration 35Q: 3 clusters Score -237338.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237339.937500 Penalty: 3717.513184
	Iteration 36Q: 3 clusters Score -237339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -237344.843750 Penalty: 3717.513184
	Iteration 37Q: 3 clusters Score -237344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237351.093750 Penalty: 3717.513184
	Iteration 38Q: 3 clusters Score -237351.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -237354.312500 Penalty: 3717.513184
	Iteration 39Q: 3 clusters Score -237354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237355.062500 Penalty: 3717.513184
	Iteration 40F: 3 clusters Score -237355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -237355.203125 Penalty: 3717.513184
	Iteration 41Q: 3 clusters Score -237355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237355.781250 Penalty: 3717.513184
	Iteration 42Q: 3 clusters Score -237355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -237355.781250 Penalty: 3717.513184
	Iteration 43F: 3 clusters Score -237355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -264749.750000 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -264749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -262168.937500 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -262168.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -262580.625000 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -262580.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -262712.937500 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -262712.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -262774.343750 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -262774.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -262824.875000 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -262824.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -262861.187500 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -262861.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -262886.656250 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -262886.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262903.968750 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -262904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262919.781250 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -262919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262927.843750 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -262927.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262938.593750 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -262938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -262945.812500 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -262945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262949.718750 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -262949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -262954.687500 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -262954.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -262959.687500 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -262959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -262961.468750 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -262961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -262962.968750 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -262963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262964.375000 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -262964.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262964.968750 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -262965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -262964.968750 Penalty: 3747.728760
	Iteration 19F: 3 clusters Score -262965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34107.390625 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34107.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34209.621094 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34209.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34244.898438 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -34258.125000 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34258.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34263.816406 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34263.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -34263.816406 Penalty: 2793.081055
	Iteration 5F: 3 clusters Score -34263.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117701.031250 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117701 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118059.781250 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118059.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -118178.578125 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118178.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118276.351562 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -118276.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118372.054688 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118372.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118446.218750 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -118446.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118519.796875 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118557.476562 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118557.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118599.289062 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -118599.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118643.570312 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -118643.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -118682.734375 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -118682.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118729.023438 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -118729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -118791.203125 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -118791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118850.007812 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -118850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -118898.320312 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -118898.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -118966.625000 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -118966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -119024.648438 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -119024.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -119076.843750 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -119076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119129.421875 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -119129.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -119187.976562 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -119188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -119223.765625 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -119223.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119269.929688 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -119269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119300.820312 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -119300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119340.187500 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -119340.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -119362.484375 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -119362.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119379.078125 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -119379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119382.804688 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -119382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119385.804688 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -119385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119385.804688 Penalty: 3408.061279
	Iteration 28F: 3 clusters Score -119385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Entering Unmasked Estep 
Score: -3115506.750000 Penalty: 2479.803223
	Iteration 0F: 2 clusters Score -3115507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3100093.000000 Penalty: 4959.606445
	Iteration 0F: 3 clusters Score -3100093 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3105343.250000 Penalty: 4959.606445
	Iteration 1F: 3 clusters Score -3105343 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3105759.000000 Penalty: 4959.606445
	Iteration 2F: 3 clusters Score -3105759 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -3106083.750000 Penalty: 4959.606445
	Iteration 3Q: 3 clusters Score -3106084 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3106347.250000 Penalty: 4959.606445
	Iteration 4Q: 3 clusters Score -3106347 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -3106554.250000 Penalty: 4959.606445
	Iteration 5Q: 3 clusters Score -3106554 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3106744.000000 Penalty: 4959.606445
	Iteration 6Q: 3 clusters Score -3106744 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -3106948.250000 Penalty: 4959.606445
	Iteration 7Q: 3 clusters Score -3106948 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3107143.000000 Penalty: 4959.606445
	Iteration 8Q: 3 clusters Score -3107143 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -3107360.000000 Penalty: 4959.606445
	Iteration 9Q: 3 clusters Score -3107360 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -3107656.250000 Penalty: 4959.606445
	Iteration 10Q: 3 clusters Score -3107656 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3108075.500000 Penalty: 4959.606445
	Iteration 11Q: 3 clusters Score -3108076 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3108560.000000 Penalty: 4959.606445
	Iteration 12Q: 3 clusters Score -3108560 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3109207.500000 Penalty: 4959.606445
	Iteration 13Q: 3 clusters Score -3109208 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -3109932.750000 Penalty: 4959.606445
	Iteration 14Q: 3 clusters Score -3109933 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3110622.000000 Penalty: 4959.606445
	Iteration 15Q: 3 clusters Score -3110622 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3111176.750000 Penalty: 4959.606445
	Iteration 16Q: 3 clusters Score -3111177 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -3111542.500000 Penalty: 4959.606445
	Iteration 17Q: 3 clusters Score -3111542 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -3111801.500000 Penalty: 4959.606445
	Iteration 18Q: 3 clusters Score -3111802 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3112019.250000 Penalty: 4959.606445
	Iteration 19Q: 3 clusters Score -3112019 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3112249.000000 Penalty: 4959.606445
	Iteration 20F: 3 clusters Score -3112249 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3112433.750000 Penalty: 4959.606445
	Iteration 21Q: 3 clusters Score -3112434 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3112621.750000 Penalty: 4959.606445
	Iteration 22Q: 3 clusters Score -3112622 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3112759.500000 Penalty: 4959.606445
	Iteration 23Q: 3 clusters Score -3112760 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3112875.750000 Penalty: 4959.606445
	Iteration 24Q: 3 clusters Score -3112876 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3112951.750000 Penalty: 4959.606445
	Iteration 25Q: 3 clusters Score -3112952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3113000.750000 Penalty: 4959.606445
	Iteration 26Q: 3 clusters Score -3113001 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3113034.250000 Penalty: 4959.606445
	Iteration 27Q: 3 clusters Score -3113034 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3113076.750000 Penalty: 4959.606445
	Iteration 28Q: 3 clusters Score -3113077 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3113124.000000 Penalty: 4959.606445
	Iteration 29Q: 3 clusters Score -3113124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3113158.250000 Penalty: 4959.606445
	Iteration 30Q: 3 clusters Score -3113158 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -3113201.000000 Penalty: 4959.606445
	Iteration 31Q: 3 clusters Score -3113201 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -3113218.750000 Penalty: 4959.606445
	Iteration 32Q: 3 clusters Score -3113219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3113244.750000 Penalty: 4959.606445
	Iteration 33Q: 3 clusters Score -3113245 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3113266.500000 Penalty: 4959.606445
	Iteration 34Q: 3 clusters Score -3113266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3113301.250000 Penalty: 4959.606445
	Iteration 35Q: 3 clusters Score -3113301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3113322.250000 Penalty: 4959.606445
	Iteration 36Q: 3 clusters Score -3113322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3113342.000000 Penalty: 4959.606445
	Iteration 37Q: 3 clusters Score -3113342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3113353.000000 Penalty: 4959.606445
	Iteration 38Q: 3 clusters Score -3113353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3113363.500000 Penalty: 4959.606445
	Iteration 39Q: 3 clusters Score -3113364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -3113369.250000 Penalty: 4959.606445
	Iteration 40F: 3 clusters Score -3113369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3113377.750000 Penalty: 4959.606445
	Iteration 41Q: 3 clusters Score -3113378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3113382.000000 Penalty: 4959.606445
	Iteration 42Q: 3 clusters Score -3113382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3113395.000000 Penalty: 4959.606445
	Iteration 43Q: 3 clusters Score -3113395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3113397.250000 Penalty: 4959.606445
	Iteration 44Q: 3 clusters Score -3113397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3113403.750000 Penalty: 4959.606445
	Iteration 45Q: 3 clusters Score -3113404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3113402.250000 Penalty: 4959.606445
	Iteration 46Q: 3 clusters Score -3113402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3113402.250000 Penalty: 4959.606445
	Iteration 47F: 3 clusters Score -3113402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Entering Unmasked Estep 
Score: -1723873.875000 Penalty: 2332.868652
	Iteration 0F: 2 clusters Score -1723874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1714809.625000 Penalty: 4665.737305
	Iteration 0F: 3 clusters Score -1714810 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1717626.125000 Penalty: 4665.737305
	Iteration 1F: 3 clusters Score -1717626 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1717966.125000 Penalty: 4665.737305
	Iteration 2F: 3 clusters Score -1717966 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1718237.875000 Penalty: 4665.737305
	Iteration 3Q: 3 clusters Score -1718238 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1718472.875000 Penalty: 4665.737305
	Iteration 4Q: 3 clusters Score -1718473 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1718690.500000 Penalty: 4665.737305
	Iteration 5Q: 3 clusters Score -1718690 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1718908.250000 Penalty: 4665.737305
	Iteration 6Q: 3 clusters Score -1718908 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1719122.875000 Penalty: 4665.737305
	Iteration 7Q: 3 clusters Score -1719123 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1719333.000000 Penalty: 4665.737305
	Iteration 8Q: 3 clusters Score -1719333 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1719489.875000 Penalty: 4665.737305
	Iteration 9Q: 3 clusters Score -1719490 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1719623.500000 Penalty: 4665.737305
	Iteration 10Q: 3 clusters Score -1719624 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1719743.750000 Penalty: 4665.737305
	Iteration 11Q: 3 clusters Score -1719744 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1719872.500000 Penalty: 4665.737305
	Iteration 12Q: 3 clusters Score -1719872 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1719996.500000 Penalty: 4665.737305
	Iteration 13Q: 3 clusters Score -1719996 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1720098.125000 Penalty: 4665.737305
	Iteration 14Q: 3 clusters Score -1720098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1720201.750000 Penalty: 4665.737305
	Iteration 15Q: 3 clusters Score -1720202 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1720315.750000 Penalty: 4665.737305
	Iteration 16Q: 3 clusters Score -1720316 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1720423.750000 Penalty: 4665.737305
	Iteration 17Q: 3 clusters Score -1720424 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1720523.500000 Penalty: 4665.737305
	Iteration 18Q: 3 clusters Score -1720524 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1720622.625000 Penalty: 4665.737305
	Iteration 19Q: 3 clusters Score -1720623 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1720729.750000 Penalty: 4665.737305
	Iteration 20F: 3 clusters Score -1720730 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1720822.500000 Penalty: 4665.737305
	Iteration 21Q: 3 clusters Score -1720822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1720890.125000 Penalty: 4665.737305
	Iteration 22Q: 3 clusters Score -1720890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1720955.250000 Penalty: 4665.737305
	Iteration 23Q: 3 clusters Score -1720955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1721006.250000 Penalty: 4665.737305
	Iteration 24Q: 3 clusters Score -1721006 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1721051.375000 Penalty: 4665.737305
	Iteration 25Q: 3 clusters Score -1721051 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1721085.500000 Penalty: 4665.737305
	Iteration 26Q: 3 clusters Score -1721086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1721108.500000 Penalty: 4665.737305
	Iteration 27Q: 3 clusters Score -1721108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1721134.875000 Penalty: 4665.737305
	Iteration 28Q: 3 clusters Score -1721135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1721164.000000 Penalty: 4665.737305
	Iteration 29Q: 3 clusters Score -1721164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1721188.625000 Penalty: 4665.737305
	Iteration 30Q: 3 clusters Score -1721189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1721206.250000 Penalty: 4665.737305
	Iteration 31Q: 3 clusters Score -1721206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1721233.250000 Penalty: 4665.737305
	Iteration 32Q: 3 clusters Score -1721233 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1721257.000000 Penalty: 4665.737305
	Iteration 33Q: 3 clusters Score -1721257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1721276.500000 Penalty: 4665.737305
	Iteration 34Q: 3 clusters Score -1721276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1721296.000000 Penalty: 4665.737305
	Iteration 35Q: 3 clusters Score -1721296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1721321.000000 Penalty: 4665.737305
	Iteration 36Q: 3 clusters Score -1721321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1721349.250000 Penalty: 4665.737305
	Iteration 37Q: 3 clusters Score -1721349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1721376.875000 Penalty: 4665.737305
	Iteration 38Q: 3 clusters Score -1721377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1721403.625000 Penalty: 4665.737305
	Iteration 39Q: 3 clusters Score -1721404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1721422.625000 Penalty: 4665.737305
	Iteration 40F: 3 clusters Score -1721423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1721437.375000 Penalty: 4665.737305
	Iteration 41Q: 3 clusters Score -1721437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1721456.375000 Penalty: 4665.737305
	Iteration 42Q: 3 clusters Score -1721456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1721468.625000 Penalty: 4665.737305
	Iteration 43Q: 3 clusters Score -1721469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1721486.875000 Penalty: 4665.737305
	Iteration 44Q: 3 clusters Score -1721487 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1721512.125000 Penalty: 4665.737305
	Iteration 45Q: 3 clusters Score -1721512 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1721534.500000 Penalty: 4665.737305
	Iteration 46Q: 3 clusters Score -1721534 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1721551.500000 Penalty: 4665.737305
	Iteration 47Q: 3 clusters Score -1721552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1721565.375000 Penalty: 4665.737305
	Iteration 48Q: 3 clusters Score -1721565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1721586.875000 Penalty: 4665.737305
	Iteration 49Q: 3 clusters Score -1721587 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1721610.750000 Penalty: 4665.737305
	Iteration 50Q: 3 clusters Score -1721611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1721627.000000 Penalty: 4665.737305
	Iteration 51Q: 3 clusters Score -1721627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1721646.000000 Penalty: 4665.737305
	Iteration 52Q: 3 clusters Score -1721646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1721662.125000 Penalty: 4665.737305
	Iteration 53Q: 3 clusters Score -1721662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1721679.500000 Penalty: 4665.737305
	Iteration 54Q: 3 clusters Score -1721680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1721692.375000 Penalty: 4665.737305
	Iteration 55Q: 3 clusters Score -1721692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1721702.250000 Penalty: 4665.737305
	Iteration 56Q: 3 clusters Score -1721702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1721715.875000 Penalty: 4665.737305
	Iteration 57Q: 3 clusters Score -1721716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1721724.500000 Penalty: 4665.737305
	Iteration 58Q: 3 clusters Score -1721724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1721731.250000 Penalty: 4665.737305
	Iteration 59Q: 3 clusters Score -1721731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1721739.125000 Penalty: 4665.737305
	Iteration 60F: 3 clusters Score -1721739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1721737.750000 Penalty: 4665.737305
	Iteration 61Q: 3 clusters Score -1721738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1721743.000000 Penalty: 4665.737305
	Iteration 62Q: 3 clusters Score -1721743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1721746.500000 Penalty: 4665.737305
	Iteration 63Q: 3 clusters Score -1721746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1721751.250000 Penalty: 4665.737305
	Iteration 64Q: 3 clusters Score -1721751 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1721759.375000 Penalty: 4665.737305
	Iteration 65Q: 3 clusters Score -1721759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1721764.625000 Penalty: 4665.737305
	Iteration 66Q: 3 clusters Score -1721765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1721771.375000 Penalty: 4665.737305
	Iteration 67Q: 3 clusters Score -1721771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1721778.250000 Penalty: 4665.737305
	Iteration 68Q: 3 clusters Score -1721778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1721789.250000 Penalty: 4665.737305
	Iteration 69Q: 3 clusters Score -1721789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1721796.125000 Penalty: 4665.737305
	Iteration 70Q: 3 clusters Score -1721796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1721803.500000 Penalty: 4665.737305
	Iteration 71Q: 3 clusters Score -1721804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1721813.000000 Penalty: 4665.737305
	Iteration 72Q: 3 clusters Score -1721813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1721821.625000 Penalty: 4665.737305
	Iteration 73Q: 3 clusters Score -1721822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1721827.250000 Penalty: 4665.737305
	Iteration 74Q: 3 clusters Score -1721827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1721833.750000 Penalty: 4665.737305
	Iteration 75Q: 3 clusters Score -1721834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1721841.375000 Penalty: 4665.737305
	Iteration 76Q: 3 clusters Score -1721841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1721842.375000 Penalty: 4665.737305
	Iteration 77Q: 3 clusters Score -1721842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1721844.625000 Penalty: 4665.737305
	Iteration 78Q: 3 clusters Score -1721845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1721846.625000 Penalty: 4665.737305
	Iteration 79Q: 3 clusters Score -1721847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1721851.250000 Penalty: 4665.737305
	Iteration 80F: 3 clusters Score -1721851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1721855.625000 Penalty: 4665.737305
	Iteration 81Q: 3 clusters Score -1721856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1721857.250000 Penalty: 4665.737305
	Iteration 82Q: 3 clusters Score -1721857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1721858.750000 Penalty: 4665.737305
	Iteration 83Q: 3 clusters Score -1721859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1721860.625000 Penalty: 4665.737305
	Iteration 84Q: 3 clusters Score -1721861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1721863.375000 Penalty: 4665.737305
	Iteration 85Q: 3 clusters Score -1721863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1721867.000000 Penalty: 4665.737305
	Iteration 86Q: 3 clusters Score -1721867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1721870.375000 Penalty: 4665.737305
	Iteration 87Q: 3 clusters Score -1721870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1721874.500000 Penalty: 4665.737305
	Iteration 88Q: 3 clusters Score -1721874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1721880.125000 Penalty: 4665.737305
	Iteration 89Q: 3 clusters Score -1721880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1721884.125000 Penalty: 4665.737305
	Iteration 90Q: 3 clusters Score -1721884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1721889.750000 Penalty: 4665.737305
	Iteration 91Q: 3 clusters Score -1721890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1721887.125000 Penalty: 4665.737305
	Iteration 92Q: 3 clusters Score -1721887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1721886.500000 Penalty: 4665.737305
	Iteration 93Q: 3 clusters Score -1721886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1721886.500000 Penalty: 4665.737305
	Iteration 94F: 3 clusters Score -1721886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121552 members 
Mstep: Class 2 contains 99316 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155171 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27308 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 279Q: 20 clusters Score -8.49291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 99312 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155171 members 
Mstep: Class 5 contains 8663 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19093 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929064.000000 Penalty: 62815.007812
Iteration 280F: 20 clusters Score -8.492906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121564 members 
Mstep: Class 2 contains 99306 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155177 members 
Mstep: Class 5 contains 8662 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 281Q: 20 clusters Score -8.492909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121566 members 
Mstep: Class 2 contains 99300 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155178 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 1953 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929120.000000 Penalty: 62815.007812
Iteration 282Q: 20 clusters Score -8.492912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 99295 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155177 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22009 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929120.000000 Penalty: 62815.007812
Iteration 283Q: 20 clusters Score -8.492912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121577 members 
Mstep: Class 2 contains 99294 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155174 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929176.000000 Penalty: 62815.007812
Iteration 284Q: 20 clusters Score -8.492918e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 99296 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155169 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96722 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19092 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 285Q: 20 clusters Score -8.492916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 99297 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155164 members 
Mstep: Class 5 contains 8661 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96720 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 286Q: 20 clusters Score -8.492915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121589 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155160 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96720 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29358 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 287Q: 20 clusters Score -8.492914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121587 members 
Mstep: Class 2 contains 99302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155156 members 
Mstep: Class 5 contains 8660 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96723 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929120.000000 Penalty: 62815.007812
Iteration 288Q: 20 clusters Score -8.492912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121591 members 
Mstep: Class 2 contains 99302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155154 members 
Mstep: Class 5 contains 8659 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96722 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19091 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 289Q: 20 clusters Score -8.492915e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155154 members 
Mstep: Class 5 contains 8658 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 96722 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29359 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19090 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 290Q: 20 clusters Score -8.492914e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155154 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16117 members 
Mstep: Class 9 contains 96724 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19089 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 291Q: 20 clusters Score -8.492911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 99302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155156 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 292Q: 20 clusters Score -8.492909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121592 members 
Mstep: Class 2 contains 99300 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155155 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929128.000000 Penalty: 62815.007812
Iteration 293Q: 20 clusters Score -8.492913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121593 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 294Q: 20 clusters Score -8.492914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 99304 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155147 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29368 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929168.000000 Penalty: 62815.007812
Iteration 295Q: 20 clusters Score -8.492917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121595 members 
Mstep: Class 2 contains 99302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 8656 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29366 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 296Q: 20 clusters Score -8.492915e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121596 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155154 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19087 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929080.000000 Penalty: 62815.007812
Iteration 297Q: 20 clusters Score -8.492908e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121595 members 
Mstep: Class 2 contains 99293 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155169 members 
Mstep: Class 5 contains 8654 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96730 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19085 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 298Q: 20 clusters Score -8.492909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121594 members 
Mstep: Class 2 contains 99286 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155184 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96729 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19083 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 299Q: 20 clusters Score -8.49291e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121596 members 
Mstep: Class 2 contains 99290 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155186 members 
Mstep: Class 5 contains 8647 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 96730 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 300F: 20 clusters Score -8.492916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121598 members 
Mstep: Class 2 contains 99291 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155182 members 
Mstep: Class 5 contains 8645 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96734 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22010 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 301Q: 20 clusters Score -8.492915e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121600 members 
Mstep: Class 2 contains 99291 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155183 members 
Mstep: Class 5 contains 8641 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27301 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96736 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29355 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19081 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 302Q: 20 clusters Score -8.492914e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121602 members 
Mstep: Class 2 contains 99291 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155185 members 
Mstep: Class 5 contains 8640 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 96732 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29353 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19082 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929168.000000 Penalty: 62815.007812
Iteration 303Q: 20 clusters Score -8.492917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121607 members 
Mstep: Class 2 contains 99287 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155185 members 
Mstep: Class 5 contains 8639 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 96734 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29350 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 304Q: 20 clusters Score -8.492916e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121614 members 
Mstep: Class 2 contains 99280 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155187 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 96734 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19080 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22013 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 305Q: 20 clusters Score -8.492914e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121620 members 
Mstep: Class 2 contains 99275 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155194 members 
Mstep: Class 5 contains 8636 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96731 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29350 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22012 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 306Q: 20 clusters Score -8.492909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 99272 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155199 members 
Mstep: Class 5 contains 8634 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27301 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19077 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22014 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 307Q: 20 clusters Score -8.492911e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 99279 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155196 members 
Mstep: Class 5 contains 8633 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27301 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96725 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22015 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929032.000000 Penalty: 62815.007812
Iteration 308Q: 20 clusters Score -8.492903e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 99279 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155200 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96726 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19075 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929080.000000 Penalty: 62815.007812
Iteration 309Q: 20 clusters Score -8.492908e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121621 members 
Mstep: Class 2 contains 99282 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155199 members 
Mstep: Class 5 contains 8626 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19075 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 12172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929080.000000 Penalty: 62815.007812
Iteration 310Q: 20 clusters Score -8.492908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121622 members 
Mstep: Class 2 contains 99280 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155199 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929088.000000 Penalty: 62815.007812
Iteration 311Q: 20 clusters Score -8.492909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121624 members 
Mstep: Class 2 contains 99284 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155196 members 
Mstep: Class 5 contains 8621 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27301 members 
Mstep: Class 8 contains 16116 members 
Mstep: Class 9 contains 96727 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 312Q: 20 clusters Score -8.492915e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121627 members 
Mstep: Class 2 contains 99291 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155192 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 8 contains 16115 members 
Mstep: Class 9 contains 96724 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929096.000000 Penalty: 62815.007812
Iteration 313Q: 20 clusters Score -8.49291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121633 members 
Mstep: Class 2 contains 99297 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155185 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27298 members 
Mstep: Class 8 contains 16114 members 
Mstep: Class 9 contains 96722 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929040.000000 Penalty: 62815.007812
Iteration 314Q: 20 clusters Score -8.492904e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121638 members 
Mstep: Class 2 contains 99301 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155180 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27298 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929072.000000 Penalty: 62815.007812
Iteration 315Q: 20 clusters Score -8.492907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121644 members 
Mstep: Class 2 contains 99302 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155175 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96717 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 316Q: 20 clusters Score -8.492911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121646 members 
Mstep: Class 2 contains 99314 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155163 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96717 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929128.000000 Penalty: 62815.007812
Iteration 317Q: 20 clusters Score -8.492913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121650 members 
Mstep: Class 2 contains 99315 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155157 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27299 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96718 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19073 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929152.000000 Penalty: 62815.007812
Iteration 318Q: 20 clusters Score -8.492915e+07 nChanged 18
Entering ConstructFrom: 
Score: -84929152.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (121659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121659 members 
Entering Unmasked Estep 
Score: -17044482.000000 Penalty: 2903.826416
	Iteration 0F: 2 clusters Score -1.704448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -16966484.000000 Penalty: 5807.652832
	Iteration 0F: 3 clusters Score -1.696648e+07 nChanged 57443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -17000042.000000 Penalty: 5807.652832
	Iteration 1F: 3 clusters Score -1.700004e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63260 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -17001142.000000 Penalty: 5807.652832
	Iteration 2Q: 3 clusters Score -1.700114e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -17002722.000000 Penalty: 5807.652832
	Iteration 3Q: 3 clusters Score -1.700272e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -17004692.000000 Penalty: 5807.652832
	Iteration 4Q: 3 clusters Score -1.700469e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -17007504.000000 Penalty: 5807.652832
	Iteration 5Q: 3 clusters Score -1.70075e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71946 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -17011150.000000 Penalty: 5807.652832
	Iteration 6F: 3 clusters Score -1.701115e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75426 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -17015608.000000 Penalty: 5807.652832
	Iteration 7F: 3 clusters Score -1.701561e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -17020566.000000 Penalty: 5807.652832
	Iteration 8F: 3 clusters Score -1.702057e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -17024944.000000 Penalty: 5807.652832
	Iteration 9F: 3 clusters Score -1.702494e+07 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -17027994.000000 Penalty: 5807.652832
	Iteration 10Q: 3 clusters Score -1.702799e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87038 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -17029794.000000 Penalty: 5807.652832
	Iteration 11Q: 3 clusters Score -1.702979e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -17030952.000000 Penalty: 5807.652832
	Iteration 12Q: 3 clusters Score -1.703095e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -17031646.000000 Penalty: 5807.652832
	Iteration 13Q: 3 clusters Score -1.703165e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -17032628.000000 Penalty: 5807.652832
	Iteration 14Q: 3 clusters Score -1.703263e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95427 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -17033480.000000 Penalty: 5807.652832
	Iteration 15Q: 3 clusters Score -1.703348e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97454 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -17034540.000000 Penalty: 5807.652832
	Iteration 16Q: 3 clusters Score -1.703454e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99305 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -17035666.000000 Penalty: 5807.652832
	Iteration 17Q: 3 clusters Score -1.703567e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -17036864.000000 Penalty: 5807.652832
	Iteration 18Q: 3 clusters Score -1.703686e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -17037906.000000 Penalty: 5807.652832
	Iteration 19Q: 3 clusters Score -1.703791e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -17038650.000000 Penalty: 5807.652832
	Iteration 20F: 3 clusters Score -1.703865e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104733 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -17039066.000000 Penalty: 5807.652832
	Iteration 21Q: 3 clusters Score -1.703907e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105430 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -17039292.000000 Penalty: 5807.652832
	Iteration 22Q: 3 clusters Score -1.703929e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106060 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -17039544.000000 Penalty: 5807.652832
	Iteration 23Q: 3 clusters Score -1.703954e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106611 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -17039630.000000 Penalty: 5807.652832
	Iteration 24Q: 3 clusters Score -1.703963e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107135 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -17039768.000000 Penalty: 5807.652832
	Iteration 25Q: 3 clusters Score -1.703977e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107559 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -17039892.000000 Penalty: 5807.652832
	Iteration 26Q: 3 clusters Score -1.703989e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107909 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -17039984.000000 Penalty: 5807.652832
	Iteration 27Q: 3 clusters Score -1.703998e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108218 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -17040032.000000 Penalty: 5807.652832
	Iteration 28Q: 3 clusters Score -1.704003e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108500 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -17040116.000000 Penalty: 5807.652832
	Iteration 29Q: 3 clusters Score -1.704012e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -17040190.000000 Penalty: 5807.652832
	Iteration 30Q: 3 clusters Score -1.704019e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -17040222.000000 Penalty: 5807.652832
	Iteration 31Q: 3 clusters Score -1.704022e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109303 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -17040276.000000 Penalty: 5807.652832
	Iteration 32Q: 3 clusters Score -1.704028e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -17040296.000000 Penalty: 5807.652832
	Iteration 33Q: 3 clusters Score -1.70403e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109806 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -17040404.000000 Penalty: 5807.652832
	Iteration 34Q: 3 clusters Score -1.70404e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -17040482.000000 Penalty: 5807.652832
	Iteration 35Q: 3 clusters Score -1.704048e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110223 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -17040522.000000 Penalty: 5807.652832
	Iteration 36Q: 3 clusters Score -1.704052e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -17040540.000000 Penalty: 5807.652832
	Iteration 37Q: 3 clusters Score -1.704054e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110620 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -17040584.000000 Penalty: 5807.652832
	Iteration 38Q: 3 clusters Score -1.704058e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110809 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -17040670.000000 Penalty: 5807.652832
	Iteration 39Q: 3 clusters Score -1.704067e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -17040722.000000 Penalty: 5807.652832
	Iteration 40F: 3 clusters Score -1.704072e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111180 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -17040778.000000 Penalty: 5807.652832
	Iteration 41Q: 3 clusters Score -1.704078e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -17040798.000000 Penalty: 5807.652832
	Iteration 42Q: 3 clusters Score -1.70408e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -17040838.000000 Penalty: 5807.652832
	Iteration 43Q: 3 clusters Score -1.704084e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111603 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -17040862.000000 Penalty: 5807.652832
	Iteration 44Q: 3 clusters Score -1.704086e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111750 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -17040900.000000 Penalty: 5807.652832
	Iteration 45Q: 3 clusters Score -1.70409e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -17040962.000000 Penalty: 5807.652832
	Iteration 46Q: 3 clusters Score -1.704096e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -17040994.000000 Penalty: 5807.652832
	Iteration 47Q: 3 clusters Score -1.704099e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -17040990.000000 Penalty: 5807.652832
	Iteration 48Q: 3 clusters Score -1.704099e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -17041014.000000 Penalty: 5807.652832
	Iteration 49Q: 3 clusters Score -1.704101e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112395 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -17041062.000000 Penalty: 5807.652832
	Iteration 50Q: 3 clusters Score -1.704106e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -17041072.000000 Penalty: 5807.652832
	Iteration 51Q: 3 clusters Score -1.704107e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112671 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -17041098.000000 Penalty: 5807.652832
	Iteration 52Q: 3 clusters Score -1.70411e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112815 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -17041090.000000 Penalty: 5807.652832
	Iteration 53Q: 3 clusters Score -1.704109e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112952 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -17041122.000000 Penalty: 5807.652832
	Iteration 54Q: 3 clusters Score -1.704112e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113078 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -17041152.000000 Penalty: 5807.652832
	Iteration 55Q: 3 clusters Score -1.704115e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113226 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -17041194.000000 Penalty: 5807.652832
	Iteration 56Q: 3 clusters Score -1.704119e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113347 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -17041178.000000 Penalty: 5807.652832
	Iteration 57Q: 3 clusters Score -1.704118e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -17041200.000000 Penalty: 5807.652832
	Iteration 58Q: 3 clusters Score -1.70412e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113599 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -17041196.000000 Penalty: 5807.652832
	Iteration 59Q: 3 clusters Score -1.70412e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113709 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -17041256.000000 Penalty: 5807.652832
	Iteration 60F: 3 clusters Score -1.704126e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113813 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -17041282.000000 Penalty: 5807.652832
	Iteration 61Q: 3 clusters Score -1.704128e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -17041280.000000 Penalty: 5807.652832
	Iteration 62Q: 3 clusters Score -1.704128e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113970 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -17041288.000000 Penalty: 5807.652832
	Iteration 63Q: 3 clusters Score -1.704129e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -17041310.000000 Penalty: 5807.652832
	Iteration 64Q: 3 clusters Score -1.704131e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -17041342.000000 Penalty: 5807.652832
	Iteration 65Q: 3 clusters Score -1.704134e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -17041352.000000 Penalty: 5807.652832
	Iteration 66Q: 3 clusters Score -1.704135e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -17041404.000000 Penalty: 5807.652832
	Iteration 67Q: 3 clusters Score -1.70414e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -17041434.000000 Penalty: 5807.652832
	Iteration 68Q: 3 clusters Score -1.704143e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -17041510.000000 Penalty: 5807.652832
	Iteration 69Q: 3 clusters Score -1.704151e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -17041516.000000 Penalty: 5807.652832
	Iteration 70Q: 3 clusters Score -1.704152e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -17041526.000000 Penalty: 5807.652832
	Iteration 71Q: 3 clusters Score -1.704153e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -17041506.000000 Penalty: 5807.652832
	Iteration 72Q: 3 clusters Score -1.704151e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -17041536.000000 Penalty: 5807.652832
	Iteration 73Q: 3 clusters Score -1.704154e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -17041592.000000 Penalty: 5807.652832
	Iteration 74Q: 3 clusters Score -1.704159e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115211 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -17041614.000000 Penalty: 5807.652832
	Iteration 75Q: 3 clusters Score -1.704161e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115308 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -17041644.000000 Penalty: 5807.652832
	Iteration 76Q: 3 clusters Score -1.704164e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115419 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -17041654.000000 Penalty: 5807.652832
	Iteration 77Q: 3 clusters Score -1.704165e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -17041696.000000 Penalty: 5807.652832
	Iteration 78Q: 3 clusters Score -1.70417e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -17041730.000000 Penalty: 5807.652832
	Iteration 79Q: 3 clusters Score -1.704173e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115676 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -17041736.000000 Penalty: 5807.652832
	Iteration 80F: 3 clusters Score -1.704174e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115768 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -17041754.000000 Penalty: 5807.652832
	Iteration 81Q: 3 clusters Score -1.704175e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115842 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -17041776.000000 Penalty: 5807.652832
	Iteration 82Q: 3 clusters Score -1.704178e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115921 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -17041796.000000 Penalty: 5807.652832
	Iteration 83Q: 3 clusters Score -1.70418e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115987 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -17041808.000000 Penalty: 5807.652832
	Iteration 84Q: 3 clusters Score -1.704181e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -17041810.000000 Penalty: 5807.652832
	Iteration 85Q: 3 clusters Score -1.704181e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -17041850.000000 Penalty: 5807.652832
	Iteration 86Q: 3 clusters Score -1.704185e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116161 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -17041862.000000 Penalty: 5807.652832
	Iteration 87Q: 3 clusters Score -1.704186e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116213 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -17041884.000000 Penalty: 5807.652832
	Iteration 88Q: 3 clusters Score -1.704188e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -17041898.000000 Penalty: 5807.652832
	Iteration 89Q: 3 clusters Score -1.70419e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116307 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -17041882.000000 Penalty: 5807.652832
	Iteration 90Q: 3 clusters Score -1.704188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116353 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -17041884.000000 Penalty: 5807.652832
	Iteration 91Q: 3 clusters Score -1.704188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116390 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -17041892.000000 Penalty: 5807.652832
	Iteration 92Q: 3 clusters Score -1.704189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -17041878.000000 Penalty: 5807.652832
	Iteration 93Q: 3 clusters Score -1.704188e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -17041898.000000 Penalty: 5807.652832
	Iteration 94Q: 3 clusters Score -1.70419e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116497 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -17041930.000000 Penalty: 5807.652832
	Iteration 95Q: 3 clusters Score -1.704193e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116529 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -17041932.000000 Penalty: 5807.652832
	Iteration 96Q: 3 clusters Score -1.704193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116557 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -17041936.000000 Penalty: 5807.652832
	Iteration 97Q: 3 clusters Score -1.704194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -17041932.000000 Penalty: 5807.652832
	Iteration 98Q: 3 clusters Score -1.704193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116626 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -17041916.000000 Penalty: 5807.652832
	Iteration 99Q: 3 clusters Score -1.704192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116657 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -17041934.000000 Penalty: 5807.652832
	Iteration 100F: 3 clusters Score -1.704193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116694 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -17041928.000000 Penalty: 5807.652832
	Iteration 101Q: 3 clusters Score -1.704193e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116724 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -17041946.000000 Penalty: 5807.652832
	Iteration 102Q: 3 clusters Score -1.704195e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116758 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -17041940.000000 Penalty: 5807.652832
	Iteration 103Q: 3 clusters Score -1.704194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -17041946.000000 Penalty: 5807.652832
	Iteration 104Q: 3 clusters Score -1.704195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116806 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -17041976.000000 Penalty: 5807.652832
	Iteration 105Q: 3 clusters Score -1.704198e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116833 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -17041972.000000 Penalty: 5807.652832
	Iteration 106Q: 3 clusters Score -1.704197e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116857 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -17041972.000000 Penalty: 5807.652832
	Iteration 107Q: 3 clusters Score -1.704197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116876 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -17041982.000000 Penalty: 5807.652832
	Iteration 108Q: 3 clusters Score -1.704198e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116892 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -17041992.000000 Penalty: 5807.652832
	Iteration 109Q: 3 clusters Score -1.704199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116910 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -17041978.000000 Penalty: 5807.652832
	Iteration 110Q: 3 clusters Score -1.704198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116920 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -17041986.000000 Penalty: 5807.652832
	Iteration 111Q: 3 clusters Score -1.704199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -17041990.000000 Penalty: 5807.652832
	Iteration 112Q: 3 clusters Score -1.704199e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116936 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -17042006.000000 Penalty: 5807.652832
	Iteration 113Q: 3 clusters Score -1.704201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -17042000.000000 Penalty: 5807.652832
	Iteration 114Q: 3 clusters Score -1.7042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116951 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -17042012.000000 Penalty: 5807.652832
	Iteration 115Q: 3 clusters Score -1.704201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116957 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -17042010.000000 Penalty: 5807.652832
	Iteration 116Q: 3 clusters Score -1.704201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -17042006.000000 Penalty: 5807.652832
	Iteration 117Q: 3 clusters Score -1.704201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116978 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -17042004.000000 Penalty: 5807.652832
	Iteration 118Q: 3 clusters Score -1.7042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -17041998.000000 Penalty: 5807.652832
	Iteration 119Q: 3 clusters Score -1.7042e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116991 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -17042012.000000 Penalty: 5807.652832
	Iteration 120F: 3 clusters Score -1.704201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116998 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -17042022.000000 Penalty: 5807.652832
	Iteration 121Q: 3 clusters Score -1.704202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117007 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -17042022.000000 Penalty: 5807.652832
	Iteration 122Q: 3 clusters Score -1.704202e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -17042032.000000 Penalty: 5807.652832
	Iteration 123Q: 3 clusters Score -1.704203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117017 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -17042028.000000 Penalty: 5807.652832
	Iteration 124Q: 3 clusters Score -1.704203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117023 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -17042040.000000 Penalty: 5807.652832
	Iteration 125Q: 3 clusters Score -1.704204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117028 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -17042040.000000 Penalty: 5807.652832
	Iteration 126Q: 3 clusters Score -1.704204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117031 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -17042042.000000 Penalty: 5807.652832
	Iteration 127Q: 3 clusters Score -1.704204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -17042032.000000 Penalty: 5807.652832
	Iteration 128Q: 3 clusters Score -1.704203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117044 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -17042038.000000 Penalty: 5807.652832
	Iteration 129Q: 3 clusters Score -1.704204e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117059 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -17042036.000000 Penalty: 5807.652832
	Iteration 130Q: 3 clusters Score -1.704204e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117063 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -17042032.000000 Penalty: 5807.652832
	Iteration 131Q: 3 clusters Score -1.704203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -17042036.000000 Penalty: 5807.652832
	Iteration 132Q: 3 clusters Score -1.704204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117067 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -17042014.000000 Penalty: 5807.652832
	Iteration 133Q: 3 clusters Score -1.704201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117077 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -17042032.000000 Penalty: 5807.652832
	Iteration 134Q: 3 clusters Score -1.704203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -17042042.000000 Penalty: 5807.652832
	Iteration 135Q: 3 clusters Score -1.704204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117087 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -17042044.000000 Penalty: 5807.652832
	Iteration 136Q: 3 clusters Score -1.704204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -17042038.000000 Penalty: 5807.652832
	Iteration 137Q: 3 clusters Score -1.704204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117093 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -17042030.000000 Penalty: 5807.652832
	Iteration 138Q: 3 clusters Score -1.704203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117094 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -17042026.000000 Penalty: 5807.652832
	Iteration 139Q: 3 clusters Score -1.704203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117098 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -17042032.000000 Penalty: 5807.652832
	Iteration 140F: 3 clusters Score -1.704203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -17042040.000000 Penalty: 5807.652832
	Iteration 141Q: 3 clusters Score -1.704204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -17042034.000000 Penalty: 5807.652832
	Iteration 142Q: 3 clusters Score -1.704203e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117101 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -17042034.000000 Penalty: 5807.652832
	Iteration 143F: 3 clusters Score -1.704203e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Entering Unmasked Estep 
Score: -13909630.000000 Penalty: 2853.490967
	Iteration 0F: 2 clusters Score -1.390963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -13843772.000000 Penalty: 5706.981934
	Iteration 0F: 3 clusters Score -1.384377e+07 nChanged 47142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -13870514.000000 Penalty: 5706.981934
	Iteration 1F: 3 clusters Score -1.387051e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -13871178.000000 Penalty: 5706.981934
	Iteration 2Q: 3 clusters Score -1.387118e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -13871772.000000 Penalty: 5706.981934
	Iteration 3Q: 3 clusters Score -1.387177e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -13872509.000000 Penalty: 5706.981934
	Iteration 4Q: 3 clusters Score -1.387251e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -13873339.000000 Penalty: 5706.981934
	Iteration 5Q: 3 clusters Score -1.387334e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -13874620.000000 Penalty: 5706.981934
	Iteration 6Q: 3 clusters Score -1.387462e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -13876357.000000 Penalty: 5706.981934
	Iteration 7Q: 3 clusters Score -1.387636e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58255 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -13879130.000000 Penalty: 5706.981934
	Iteration 8Q: 3 clusters Score -1.387913e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -13882884.000000 Penalty: 5706.981934
	Iteration 9F: 3 clusters Score -1.388288e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -13887448.000000 Penalty: 5706.981934
	Iteration 10F: 3 clusters Score -1.388745e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -13891184.000000 Penalty: 5706.981934
	Iteration 11F: 3 clusters Score -1.389118e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -13893389.000000 Penalty: 5706.981934
	Iteration 12Q: 3 clusters Score -1.389339e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -13894483.000000 Penalty: 5706.981934
	Iteration 13Q: 3 clusters Score -1.389448e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -13895282.000000 Penalty: 5706.981934
	Iteration 14Q: 3 clusters Score -1.389528e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -13895894.000000 Penalty: 5706.981934
	Iteration 15Q: 3 clusters Score -1.389589e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75634 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -13896519.000000 Penalty: 5706.981934
	Iteration 16Q: 3 clusters Score -1.389652e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77346 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -13897183.000000 Penalty: 5706.981934
	Iteration 17Q: 3 clusters Score -1.389718e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -13897783.000000 Penalty: 5706.981934
	Iteration 18Q: 3 clusters Score -1.389778e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80719 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -13898424.000000 Penalty: 5706.981934
	Iteration 19Q: 3 clusters Score -1.389842e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -13899111.000000 Penalty: 5706.981934
	Iteration 20F: 3 clusters Score -1.389911e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -13899757.000000 Penalty: 5706.981934
	Iteration 21Q: 3 clusters Score -1.389976e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85519 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -13900318.000000 Penalty: 5706.981934
	Iteration 22Q: 3 clusters Score -1.390032e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86994 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -13901091.000000 Penalty: 5706.981934
	Iteration 23Q: 3 clusters Score -1.390109e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88371 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -13901724.000000 Penalty: 5706.981934
	Iteration 24Q: 3 clusters Score -1.390172e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -13902284.000000 Penalty: 5706.981934
	Iteration 25Q: 3 clusters Score -1.390228e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -13902833.000000 Penalty: 5706.981934
	Iteration 26Q: 3 clusters Score -1.390283e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -13903389.000000 Penalty: 5706.981934
	Iteration 27Q: 3 clusters Score -1.390339e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92897 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -13903954.000000 Penalty: 5706.981934
	Iteration 28Q: 3 clusters Score -1.390395e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93793 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -13904379.000000 Penalty: 5706.981934
	Iteration 29Q: 3 clusters Score -1.390438e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -13904755.000000 Penalty: 5706.981934
	Iteration 30Q: 3 clusters Score -1.390476e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95229 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -13905149.000000 Penalty: 5706.981934
	Iteration 31Q: 3 clusters Score -1.390515e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -13905484.000000 Penalty: 5706.981934
	Iteration 32Q: 3 clusters Score -1.390548e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96309 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -13905799.000000 Penalty: 5706.981934
	Iteration 33Q: 3 clusters Score -1.39058e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96731 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -13906028.000000 Penalty: 5706.981934
	Iteration 34Q: 3 clusters Score -1.390603e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97095 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -13906260.000000 Penalty: 5706.981934
	Iteration 35Q: 3 clusters Score -1.390626e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97373 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13906397.000000 Penalty: 5706.981934
	Iteration 36Q: 3 clusters Score -1.39064e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13906533.000000 Penalty: 5706.981934
	Iteration 37Q: 3 clusters Score -1.390653e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -13906642.000000 Penalty: 5706.981934
	Iteration 38Q: 3 clusters Score -1.390664e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97898 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13906732.000000 Penalty: 5706.981934
	Iteration 39Q: 3 clusters Score -1.390673e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97995 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -13906817.000000 Penalty: 5706.981934
	Iteration 40F: 3 clusters Score -1.390682e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -13906867.000000 Penalty: 5706.981934
	Iteration 41Q: 3 clusters Score -1.390687e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -13906927.000000 Penalty: 5706.981934
	Iteration 42Q: 3 clusters Score -1.390693e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -13906947.000000 Penalty: 5706.981934
	Iteration 43Q: 3 clusters Score -1.390695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13906982.000000 Penalty: 5706.981934
	Iteration 44Q: 3 clusters Score -1.390698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -13907015.000000 Penalty: 5706.981934
	Iteration 45Q: 3 clusters Score -1.390702e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98295 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13907033.000000 Penalty: 5706.981934
	Iteration 46Q: 3 clusters Score -1.390703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -13907042.000000 Penalty: 5706.981934
	Iteration 47Q: 3 clusters Score -1.390704e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13907067.000000 Penalty: 5706.981934
	Iteration 48Q: 3 clusters Score -1.390707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13907072.000000 Penalty: 5706.981934
	Iteration 49Q: 3 clusters Score -1.390707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -13907069.000000 Penalty: 5706.981934
	Iteration 50Q: 3 clusters Score -1.390707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -13907079.000000 Penalty: 5706.981934
	Iteration 51Q: 3 clusters Score -1.390708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -13907094.000000 Penalty: 5706.981934
	Iteration 52Q: 3 clusters Score -1.390709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -13907108.000000 Penalty: 5706.981934
	Iteration 53Q: 3 clusters Score -1.390711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98408 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13907122.000000 Penalty: 5706.981934
	Iteration 54Q: 3 clusters Score -1.390712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -13907116.000000 Penalty: 5706.981934
	Iteration 55Q: 3 clusters Score -1.390712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98422 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13907125.000000 Penalty: 5706.981934
	Iteration 56Q: 3 clusters Score -1.390712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13907108.000000 Penalty: 5706.981934
	Iteration 57Q: 3 clusters Score -1.390711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13907103.000000 Penalty: 5706.981934
	Iteration 58Q: 3 clusters Score -1.39071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98431 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13907099.000000 Penalty: 5706.981934
	Iteration 59Q: 3 clusters Score -1.39071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98433 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -13907108.000000 Penalty: 5706.981934
	Iteration 60F: 3 clusters Score -1.390711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98434 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13907111.000000 Penalty: 5706.981934
	Iteration 61Q: 3 clusters Score -1.390711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13907108.000000 Penalty: 5706.981934
	Iteration 62Q: 3 clusters Score -1.390711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13907115.000000 Penalty: 5706.981934
	Iteration 63Q: 3 clusters Score -1.390712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -13907115.000000 Penalty: 5706.981934
	Iteration 64F: 3 clusters Score -1.390712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -39873.746094 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39873.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -40100.929688 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -40100.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -40215.234375 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -40215.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40275.355469 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -40275.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40348.687500 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40348.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40361.007812 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40361.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40377.863281 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40377.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40398.968750 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40398.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40436.144531 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40436.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40484.585938 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40484.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40537.906250 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40537.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40556.875000 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -40556.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40563.476562 Penalty: 2905.534668
	Iteration 12Q: 3 clusters Score -40563.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40570.105469 Penalty: 2905.534668
	Iteration 13Q: 3 clusters Score -40570.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40576.066406 Penalty: 2905.534668
	Iteration 14Q: 3 clusters Score -40576.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40576.066406 Penalty: 2905.534668
	Iteration 15F: 3 clusters Score -40576.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155151 members 
Entering Unmasked Estep 
Score: -21645966.000000 Penalty: 2964.134277
	Iteration 0F: 2 clusters Score -2.164597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77693 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -21543480.000000 Penalty: 5928.268555
	Iteration 0F: 3 clusters Score -2.154348e+07 nChanged 74100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -21586340.000000 Penalty: 5928.268555
	Iteration 1F: 3 clusters Score -2.158634e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81318 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -21587072.000000 Penalty: 5928.268555
	Iteration 2Q: 3 clusters Score -2.158707e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -21587922.000000 Penalty: 5928.268555
	Iteration 3Q: 3 clusters Score -2.158792e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -21589346.000000 Penalty: 5928.268555
	Iteration 4Q: 3 clusters Score -2.158935e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91569 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -21591496.000000 Penalty: 5928.268555
	Iteration 5Q: 3 clusters Score -2.15915e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 56815 members 
Entering Unmasked Estep 
Score: -21595126.000000 Penalty: 5928.268555
	Iteration 6Q: 3 clusters Score -2.159513e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -21601558.000000 Penalty: 5928.268555
	Iteration 7F: 3 clusters Score -2.160156e+07 nChanged 11481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -21611204.000000 Penalty: 5928.268555
	Iteration 8F: 3 clusters Score -2.16112e+07 nChanged 11704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130763 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -21622198.000000 Penalty: 5928.268555
	Iteration 9F: 3 clusters Score -2.16222e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -21631508.000000 Penalty: 5928.268555
	Iteration 10F: 3 clusters Score -2.163151e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -21637606.000000 Penalty: 5928.268555
	Iteration 11Q: 3 clusters Score -2.163761e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150954 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -21640718.000000 Penalty: 5928.268555
	Iteration 12Q: 3 clusters Score -2.164072e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152872 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21642092.000000 Penalty: 5928.268555
	Iteration 13Q: 3 clusters Score -2.164209e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153812 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21642780.000000 Penalty: 5928.268555
	Iteration 14Q: 3 clusters Score -2.164278e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -21643080.000000 Penalty: 5928.268555
	Iteration 15Q: 3 clusters Score -2.164308e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154430 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -21643218.000000 Penalty: 5928.268555
	Iteration 16Q: 3 clusters Score -2.164322e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -21643330.000000 Penalty: 5928.268555
	Iteration 17Q: 3 clusters Score -2.164333e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -21643376.000000 Penalty: 5928.268555
	Iteration 18Q: 3 clusters Score -2.164338e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154595 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -21643424.000000 Penalty: 5928.268555
	Iteration 19Q: 3 clusters Score -2.164342e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154621 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -21643450.000000 Penalty: 5928.268555
	Iteration 20F: 3 clusters Score -2.164345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154645 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21643454.000000 Penalty: 5928.268555
	Iteration 21Q: 3 clusters Score -2.164345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -21643470.000000 Penalty: 5928.268555
	Iteration 22Q: 3 clusters Score -2.164347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -21643480.000000 Penalty: 5928.268555
	Iteration 23Q: 3 clusters Score -2.164348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154673 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -21643490.000000 Penalty: 5928.268555
	Iteration 24Q: 3 clusters Score -2.164349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154677 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -21643490.000000 Penalty: 5928.268555
	Iteration 25Q: 3 clusters Score -2.164349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154680 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -21643502.000000 Penalty: 5928.268555
	Iteration 26Q: 3 clusters Score -2.16435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -21643506.000000 Penalty: 5928.268555
	Iteration 27Q: 3 clusters Score -2.164351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21643496.000000 Penalty: 5928.268555
	Iteration 28Q: 3 clusters Score -2.16435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21643506.000000 Penalty: 5928.268555
	Iteration 29Q: 3 clusters Score -2.164351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154683 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -21643502.000000 Penalty: 5928.268555
	Iteration 30Q: 3 clusters Score -2.16435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21643508.000000 Penalty: 5928.268555
	Iteration 31Q: 3 clusters Score -2.164351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154682 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -21643508.000000 Penalty: 5928.268555
	Iteration 32F: 3 clusters Score -2.164351e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -1203275.000000 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -1203275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1196509.000000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -1196509 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1198515.500000 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -1198516 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1198859.250000 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -1198859 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1199103.250000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -1199103 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1199324.875000 Penalty: 4494.672852
	Iteration 4Q: 3 clusters Score -1199325 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1199540.500000 Penalty: 4494.672852
	Iteration 5Q: 3 clusters Score -1199540 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1199772.125000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -1199772 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1200032.875000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -1200033 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1200300.750000 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -1200301 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1200607.250000 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -1200607 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1200949.375000 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -1200949 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1201279.625000 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -1201280 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1201538.250000 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -1201538 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1201700.250000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -1201700 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1201829.500000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -1201830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1201921.375000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -1201921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1201984.625000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -1201985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1202043.625000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -1202044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1202097.375000 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -1202097 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1202176.750000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -1202177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1202272.375000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -1202272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1202366.125000 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -1202366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1202428.875000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -1202429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1202463.500000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -1202464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1202487.375000 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -1202487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1202498.125000 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -1202498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1202505.625000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -1202506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1202505.000000 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -1202505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1202505.500000 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -1202506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1202505.500000 Penalty: 4494.672852
	Iteration 29F: 3 clusters Score -1202506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -271049.500000 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -271049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268442.218750 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -268442.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268864.031250 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -268864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -268987.343750 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -268987.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -269062.718750 Penalty: 3758.506348
	Iteration 3Q: 3 clusters Score -269062.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -269106.812500 Penalty: 3758.506348
	Iteration 4Q: 3 clusters Score -269106.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -269133.031250 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -269133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -269146.281250 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -269146.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -269158.250000 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -269158.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -269167.968750 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -269168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -269173.281250 Penalty: 3758.506348
	Iteration 9Q: 3 clusters Score -269173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -269175.468750 Penalty: 3758.506348
	Iteration 10Q: 3 clusters Score -269175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -269177.343750 Penalty: 3758.506348
	Iteration 11Q: 3 clusters Score -269177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -269177.750000 Penalty: 3758.506348
	Iteration 12Q: 3 clusters Score -269177.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -269178.625000 Penalty: 3758.506348
	Iteration 13Q: 3 clusters Score -269178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -269180.468750 Penalty: 3758.506348
	Iteration 14Q: 3 clusters Score -269180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269184.625000 Penalty: 3758.506348
	Iteration 15Q: 3 clusters Score -269184.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -269187.250000 Penalty: 3758.506348
	Iteration 16Q: 3 clusters Score -269187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -269187.656250 Penalty: 3758.506348
	Iteration 17Q: 3 clusters Score -269187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -269188.531250 Penalty: 3758.506348
	Iteration 18Q: 3 clusters Score -269188.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -269189.593750 Penalty: 3758.506348
	Iteration 19Q: 3 clusters Score -269189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -269191.187500 Penalty: 3758.506348
	Iteration 20F: 3 clusters Score -269191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -269192.375000 Penalty: 3758.506348
	Iteration 21Q: 3 clusters Score -269192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -269193.250000 Penalty: 3758.506348
	Iteration 22Q: 3 clusters Score -269193.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -269193.250000 Penalty: 3758.506348
	Iteration 23F: 3 clusters Score -269193.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Entering Unmasked Estep 
Score: -3713957.000000 Penalty: 2533.231201
	Iteration 0F: 2 clusters Score -3713957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3695163.750000 Penalty: 5066.462402
	Iteration 0F: 3 clusters Score -3695164 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3702308.500000 Penalty: 5066.462402
	Iteration 1F: 3 clusters Score -3702308 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3703687.500000 Penalty: 5066.462402
	Iteration 2F: 3 clusters Score -3703688 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3705444.000000 Penalty: 5066.462402
	Iteration 3F: 3 clusters Score -3705444 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3707567.250000 Penalty: 5066.462402
	Iteration 4F: 3 clusters Score -3707567 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -3709469.500000 Penalty: 5066.462402
	Iteration 5F: 3 clusters Score -3709470 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3710651.000000 Penalty: 5066.462402
	Iteration 6F: 3 clusters Score -3710651 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3711218.000000 Penalty: 5066.462402
	Iteration 7Q: 3 clusters Score -3711218 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3711448.750000 Penalty: 5066.462402
	Iteration 8Q: 3 clusters Score -3711449 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3711583.500000 Penalty: 5066.462402
	Iteration 9Q: 3 clusters Score -3711584 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -3711661.750000 Penalty: 5066.462402
	Iteration 10Q: 3 clusters Score -3711662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3711713.500000 Penalty: 5066.462402
	Iteration 11Q: 3 clusters Score -3711714 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3711770.750000 Penalty: 5066.462402
	Iteration 12Q: 3 clusters Score -3711771 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -3711814.500000 Penalty: 5066.462402
	Iteration 13Q: 3 clusters Score -3711814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3711854.000000 Penalty: 5066.462402
	Iteration 14Q: 3 clusters Score -3711854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3711890.000000 Penalty: 5066.462402
	Iteration 15Q: 3 clusters Score -3711890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3711915.500000 Penalty: 5066.462402
	Iteration 16Q: 3 clusters Score -3711916 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3711964.250000 Penalty: 5066.462402
	Iteration 17Q: 3 clusters Score -3711964 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3711997.500000 Penalty: 5066.462402
	Iteration 18Q: 3 clusters Score -3711998 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3712034.500000 Penalty: 5066.462402
	Iteration 19Q: 3 clusters Score -3712034 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3712087.750000 Penalty: 5066.462402
	Iteration 20F: 3 clusters Score -3712088 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3712153.500000 Penalty: 5066.462402
	Iteration 21Q: 3 clusters Score -3712154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3712228.750000 Penalty: 5066.462402
	Iteration 22Q: 3 clusters Score -3712229 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3712352.000000 Penalty: 5066.462402
	Iteration 23Q: 3 clusters Score -3712352 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3712501.000000 Penalty: 5066.462402
	Iteration 24Q: 3 clusters Score -3712501 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3712716.750000 Penalty: 5066.462402
	Iteration 25Q: 3 clusters Score -3712717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3712937.750000 Penalty: 5066.462402
	Iteration 26Q: 3 clusters Score -3712938 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3713205.750000 Penalty: 5066.462402
	Iteration 27Q: 3 clusters Score -3713206 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3713379.000000 Penalty: 5066.462402
	Iteration 28Q: 3 clusters Score -3713379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3713412.250000 Penalty: 5066.462402
	Iteration 29Q: 3 clusters Score -3713412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3713423.750000 Penalty: 5066.462402
	Iteration 30Q: 3 clusters Score -3713424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3713431.750000 Penalty: 5066.462402
	Iteration 31Q: 3 clusters Score -3713432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3713427.250000 Penalty: 5066.462402
	Iteration 32Q: 3 clusters Score -3713427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3713432.750000 Penalty: 5066.462402
	Iteration 33Q: 3 clusters Score -3713433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3713430.750000 Penalty: 5066.462402
	Iteration 34Q: 3 clusters Score -3713431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3713429.500000 Penalty: 5066.462402
	Iteration 35Q: 3 clusters Score -3713430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3713432.250000 Penalty: 5066.462402
	Iteration 36Q: 3 clusters Score -3713432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3713428.000000 Penalty: 5066.462402
	Iteration 37Q: 3 clusters Score -3713428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3713431.250000 Penalty: 5066.462402
	Iteration 38Q: 3 clusters Score -3713431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3713428.750000 Penalty: 5066.462402
	Iteration 39Q: 3 clusters Score -3713429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3713428.750000 Penalty: 5066.462402
	Iteration 40F: 3 clusters Score -3713429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Entering Unmasked Estep 
Score: -2283184.500000 Penalty: 2402.470703
	Iteration 0F: 2 clusters Score -2283184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2271640.500000 Penalty: 4804.941406
	Iteration 0F: 3 clusters Score -2271640 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2275398.500000 Penalty: 4804.941406
	Iteration 1F: 3 clusters Score -2275398 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2275727.750000 Penalty: 4804.941406
	Iteration 2F: 3 clusters Score -2275728 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2275974.500000 Penalty: 4804.941406
	Iteration 3Q: 3 clusters Score -2275974 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2276217.500000 Penalty: 4804.941406
	Iteration 4Q: 3 clusters Score -2276218 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2276477.750000 Penalty: 4804.941406
	Iteration 5Q: 3 clusters Score -2276478 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2276718.500000 Penalty: 4804.941406
	Iteration 6Q: 3 clusters Score -2276718 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2277002.500000 Penalty: 4804.941406
	Iteration 7Q: 3 clusters Score -2277002 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2277323.250000 Penalty: 4804.941406
	Iteration 8Q: 3 clusters Score -2277323 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2277749.250000 Penalty: 4804.941406
	Iteration 9Q: 3 clusters Score -2277749 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2278318.500000 Penalty: 4804.941406
	Iteration 10F: 3 clusters Score -2278318 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2278988.250000 Penalty: 4804.941406
	Iteration 11F: 3 clusters Score -2278988 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2279635.250000 Penalty: 4804.941406
	Iteration 12Q: 3 clusters Score -2279635 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2280233.000000 Penalty: 4804.941406
	Iteration 13Q: 3 clusters Score -2280233 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2280654.000000 Penalty: 4804.941406
	Iteration 14Q: 3 clusters Score -2280654 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2280894.500000 Penalty: 4804.941406
	Iteration 15Q: 3 clusters Score -2280894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2281052.500000 Penalty: 4804.941406
	Iteration 16Q: 3 clusters Score -2281052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2281139.000000 Penalty: 4804.941406
	Iteration 17Q: 3 clusters Score -2281139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2281193.750000 Penalty: 4804.941406
	Iteration 18Q: 3 clusters Score -2281194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2281218.000000 Penalty: 4804.941406
	Iteration 19Q: 3 clusters Score -2281218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2281233.750000 Penalty: 4804.941406
	Iteration 20F: 3 clusters Score -2281234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2281254.750000 Penalty: 4804.941406
	Iteration 21Q: 3 clusters Score -2281255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -2281263.250000 Penalty: 4804.941406
	Iteration 22Q: 3 clusters Score -2281263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2281266.250000 Penalty: 4804.941406
	Iteration 23Q: 3 clusters Score -2281266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2281271.250000 Penalty: 4804.941406
	Iteration 24Q: 3 clusters Score -2281271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2281273.000000 Penalty: 4804.941406
	Iteration 25Q: 3 clusters Score -2281273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2281277.000000 Penalty: 4804.941406
	Iteration 26Q: 3 clusters Score -2281277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2281278.000000 Penalty: 4804.941406
	Iteration 27Q: 3 clusters Score -2281278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2281281.750000 Penalty: 4804.941406
	Iteration 28Q: 3 clusters Score -2281282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2281283.750000 Penalty: 4804.941406
	Iteration 29Q: 3 clusters Score -2281284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2281283.250000 Penalty: 4804.941406
	Iteration 30Q: 3 clusters Score -2281283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2281283.750000 Penalty: 4804.941406
	Iteration 31Q: 3 clusters Score -2281284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2281283.750000 Penalty: 4804.941406
	Iteration 32F: 3 clusters Score -2281284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96719 members 
Entering Unmasked Estep 
Score: -13603253.000000 Penalty: 2846.932129
	Iteration 0F: 2 clusters Score -1.360325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -13539884.000000 Penalty: 5693.864258
	Iteration 0F: 3 clusters Score -1.353988e+07 nChanged 45451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -13565812.000000 Penalty: 5693.864258
	Iteration 1F: 3 clusters Score -1.356581e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -13567171.000000 Penalty: 5693.864258
	Iteration 2Q: 3 clusters Score -1.356717e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -13568738.000000 Penalty: 5693.864258
	Iteration 3Q: 3 clusters Score -1.356874e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -13570674.000000 Penalty: 5693.864258
	Iteration 4Q: 3 clusters Score -1.357067e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -13573202.000000 Penalty: 5693.864258
	Iteration 5F: 3 clusters Score -1.35732e+07 nChanged 5932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 55931 members 
Entering Unmasked Estep 
Score: -13576856.000000 Penalty: 5693.864258
	Iteration 6F: 3 clusters Score -1.357686e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 59257 members 
Entering Unmasked Estep 
Score: -13581370.000000 Penalty: 5693.864258
	Iteration 7F: 3 clusters Score -1.358137e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -13585859.000000 Penalty: 5693.864258
	Iteration 8F: 3 clusters Score -1.358586e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -13588880.000000 Penalty: 5693.864258
	Iteration 9F: 3 clusters Score -1.358888e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -13590385.000000 Penalty: 5693.864258
	Iteration 10Q: 3 clusters Score -1.359038e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 68610 members 
Entering Unmasked Estep 
Score: -13591325.000000 Penalty: 5693.864258
	Iteration 11Q: 3 clusters Score -1.359132e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -13592102.000000 Penalty: 5693.864258
	Iteration 12Q: 3 clusters Score -1.35921e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -13592655.000000 Penalty: 5693.864258
	Iteration 13Q: 3 clusters Score -1.359266e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 73549 members 
Entering Unmasked Estep 
Score: -13593232.000000 Penalty: 5693.864258
	Iteration 14Q: 3 clusters Score -1.359323e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -13593905.000000 Penalty: 5693.864258
	Iteration 15Q: 3 clusters Score -1.35939e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -13594548.000000 Penalty: 5693.864258
	Iteration 16Q: 3 clusters Score -1.359455e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 78482 members 
Entering Unmasked Estep 
Score: -13595089.000000 Penalty: 5693.864258
	Iteration 17Q: 3 clusters Score -1.359509e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -13595623.000000 Penalty: 5693.864258
	Iteration 18Q: 3 clusters Score -1.359562e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -13596229.000000 Penalty: 5693.864258
	Iteration 19Q: 3 clusters Score -1.359623e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 82906 members 
Entering Unmasked Estep 
Score: -13596709.000000 Penalty: 5693.864258
	Iteration 20F: 3 clusters Score -1.359671e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -13597292.000000 Penalty: 5693.864258
	Iteration 21Q: 3 clusters Score -1.359729e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 85594 members 
Entering Unmasked Estep 
Score: -13597788.000000 Penalty: 5693.864258
	Iteration 22Q: 3 clusters Score -1.359779e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -13598284.000000 Penalty: 5693.864258
	Iteration 23Q: 3 clusters Score -1.359828e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -13598629.000000 Penalty: 5693.864258
	Iteration 24Q: 3 clusters Score -1.359863e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -13599019.000000 Penalty: 5693.864258
	Iteration 25Q: 3 clusters Score -1.359902e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -13599343.000000 Penalty: 5693.864258
	Iteration 26Q: 3 clusters Score -1.359934e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 90539 members 
Entering Unmasked Estep 
Score: -13599631.000000 Penalty: 5693.864258
	Iteration 27Q: 3 clusters Score -1.359963e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 91215 members 
Entering Unmasked Estep 
Score: -13599852.000000 Penalty: 5693.864258
	Iteration 28Q: 3 clusters Score -1.359985e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 91817 members 
Entering Unmasked Estep 
Score: -13599987.000000 Penalty: 5693.864258
	Iteration 29Q: 3 clusters Score -1.359999e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -13600194.000000 Penalty: 5693.864258
	Iteration 30Q: 3 clusters Score -1.360019e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -13600290.000000 Penalty: 5693.864258
	Iteration 31Q: 3 clusters Score -1.360029e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -13600383.000000 Penalty: 5693.864258
	Iteration 32Q: 3 clusters Score -1.360038e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -13600528.000000 Penalty: 5693.864258
	Iteration 33Q: 3 clusters Score -1.360053e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -13600680.000000 Penalty: 5693.864258
	Iteration 34Q: 3 clusters Score -1.360068e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -13600782.000000 Penalty: 5693.864258
	Iteration 35Q: 3 clusters Score -1.360078e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 94391 members 
Entering Unmasked Estep 
Score: -13600911.000000 Penalty: 5693.864258
	Iteration 36Q: 3 clusters Score -1.360091e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 94603 members 
Entering Unmasked Estep 
Score: -13600989.000000 Penalty: 5693.864258
	Iteration 37Q: 3 clusters Score -1.360099e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 94789 members 
Entering Unmasked Estep 
Score: -13601033.000000 Penalty: 5693.864258
	Iteration 38Q: 3 clusters Score -1.360103e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 94954 members 
Entering Unmasked Estep 
Score: -13601083.000000 Penalty: 5693.864258
	Iteration 39Q: 3 clusters Score -1.360108e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -13601178.000000 Penalty: 5693.864258
	Iteration 40F: 3 clusters Score -1.360118e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 95199 members 
Entering Unmasked Estep 
Score: -13601198.000000 Penalty: 5693.864258
	Iteration 41Q: 3 clusters Score -1.36012e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -13601232.000000 Penalty: 5693.864258
	Iteration 42Q: 3 clusters Score -1.360123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 95370 members 
Entering Unmasked Estep 
Score: -13601247.000000 Penalty: 5693.864258
	Iteration 43Q: 3 clusters Score -1.360125e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -13601248.000000 Penalty: 5693.864258
	Iteration 44Q: 3 clusters Score -1.360125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 95473 members 
Entering Unmasked Estep 
Score: -13601273.000000 Penalty: 5693.864258
	Iteration 45Q: 3 clusters Score -1.360127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -13601278.000000 Penalty: 5693.864258
	Iteration 46Q: 3 clusters Score -1.360128e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95554 members 
Entering Unmasked Estep 
Score: -13601297.000000 Penalty: 5693.864258
	Iteration 47Q: 3 clusters Score -1.36013e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 95589 members 
Entering Unmasked Estep 
Score: -13601296.000000 Penalty: 5693.864258
	Iteration 48Q: 3 clusters Score -1.36013e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 95611 members 
Entering Unmasked Estep 
Score: -13601324.000000 Penalty: 5693.864258
	Iteration 49Q: 3 clusters Score -1.360132e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 95644 members 
Entering Unmasked Estep 
Score: -13601308.000000 Penalty: 5693.864258
	Iteration 50Q: 3 clusters Score -1.360131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -13601347.000000 Penalty: 5693.864258
	Iteration 51Q: 3 clusters Score -1.360135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -13601340.000000 Penalty: 5693.864258
	Iteration 52Q: 3 clusters Score -1.360134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 95707 members 
Entering Unmasked Estep 
Score: -13601345.000000 Penalty: 5693.864258
	Iteration 53Q: 3 clusters Score -1.360134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -13601358.000000 Penalty: 5693.864258
	Iteration 54Q: 3 clusters Score -1.360136e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -13601376.000000 Penalty: 5693.864258
	Iteration 55Q: 3 clusters Score -1.360138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -13601385.000000 Penalty: 5693.864258
	Iteration 56Q: 3 clusters Score -1.360138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 95796 members 
Entering Unmasked Estep 
Score: -13601393.000000 Penalty: 5693.864258
	Iteration 57Q: 3 clusters Score -1.360139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 95814 members 
Entering Unmasked Estep 
Score: -13601420.000000 Penalty: 5693.864258
	Iteration 58Q: 3 clusters Score -1.360142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 95829 members 
Entering Unmasked Estep 
Score: -13601433.000000 Penalty: 5693.864258
	Iteration 59Q: 3 clusters Score -1.360143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 95833 members 
Entering Unmasked Estep 
Score: -13601436.000000 Penalty: 5693.864258
	Iteration 60F: 3 clusters Score -1.360144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -13601442.000000 Penalty: 5693.864258
	Iteration 61Q: 3 clusters Score -1.360144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -13601458.000000 Penalty: 5693.864258
	Iteration 62Q: 3 clusters Score -1.360146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95860 members 
Entering Unmasked Estep 
Score: -13601456.000000 Penalty: 5693.864258
	Iteration 63Q: 3 clusters Score -1.360146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -13601452.000000 Penalty: 5693.864258
	Iteration 64Q: 3 clusters Score -1.360145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -13601459.000000 Penalty: 5693.864258
	Iteration 65Q: 3 clusters Score -1.360146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -13601464.000000 Penalty: 5693.864258
	Iteration 66Q: 3 clusters Score -1.360146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -13601464.000000 Penalty: 5693.864258
	Iteration 67Q: 3 clusters Score -1.360146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 95891 members 
Entering Unmasked Estep 
Score: -13601452.000000 Penalty: 5693.864258
	Iteration 68Q: 3 clusters Score -1.360145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -13601459.000000 Penalty: 5693.864258
	Iteration 69Q: 3 clusters Score -1.360146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -13601457.000000 Penalty: 5693.864258
	Iteration 70Q: 3 clusters Score -1.360146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -13601460.000000 Penalty: 5693.864258
	Iteration 71Q: 3 clusters Score -1.360146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 95898 members 
Entering Unmasked Estep 
Score: -13601460.000000 Penalty: 5693.864258
	Iteration 72F: 3 clusters Score -1.360146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38135.367188 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38135.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38307.824219 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38307.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -38432.281250 Penalty: 2882.325928
	Iteration 2F: 3 clusters Score -38432.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38562.511719 Penalty: 2882.325928
	Iteration 3F: 3 clusters Score -38562.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -38664.804688 Penalty: 2882.325928
	Iteration 4F: 3 clusters Score -38664.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -38788.820312 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38788.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -38816.847656 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38816.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -38843.710938 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38843.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38857.929688 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38857.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -38857.929688 Penalty: 2882.325928
	Iteration 9F: 3 clusters Score -38857.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Entering Unmasked Estep 
Score: -4162431.750000 Penalty: 2551.179443
	Iteration 0F: 2 clusters Score -4162432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4142396.000000 Penalty: 5102.358887
	Iteration 0F: 3 clusters Score -4142396 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4149315.500000 Penalty: 5102.358887
	Iteration 1F: 3 clusters Score -4149316 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4149732.250000 Penalty: 5102.358887
	Iteration 2Q: 3 clusters Score -4149732 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4150117.000000 Penalty: 5102.358887
	Iteration 3Q: 3 clusters Score -4150117 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -4150508.500000 Penalty: 5102.358887
	Iteration 4Q: 3 clusters Score -4150508 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4150955.000000 Penalty: 5102.358887
	Iteration 5Q: 3 clusters Score -4150955 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -4151432.500000 Penalty: 5102.358887
	Iteration 6Q: 3 clusters Score -4151432 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4151970.000000 Penalty: 5102.358887
	Iteration 7Q: 3 clusters Score -4151970 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -4152471.250000 Penalty: 5102.358887
	Iteration 8Q: 3 clusters Score -4152471 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4153040.000000 Penalty: 5102.358887
	Iteration 9Q: 3 clusters Score -4153040 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -4153724.000000 Penalty: 5102.358887
	Iteration 10Q: 3 clusters Score -4153724 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4154507.750000 Penalty: 5102.358887
	Iteration 11Q: 3 clusters Score -4154508 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -4155288.750000 Penalty: 5102.358887
	Iteration 12Q: 3 clusters Score -4155289 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -4155913.750000 Penalty: 5102.358887
	Iteration 13Q: 3 clusters Score -4155914 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -4156313.250000 Penalty: 5102.358887
	Iteration 14Q: 3 clusters Score -4156313 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4156493.250000 Penalty: 5102.358887
	Iteration 15Q: 3 clusters Score -4156493 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4156643.000000 Penalty: 5102.358887
	Iteration 16Q: 3 clusters Score -4156643 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4156723.750000 Penalty: 5102.358887
	Iteration 17Q: 3 clusters Score -4156724 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4156774.500000 Penalty: 5102.358887
	Iteration 18Q: 3 clusters Score -4156774 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -4156824.500000 Penalty: 5102.358887
	Iteration 19Q: 3 clusters Score -4156824 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4156868.250000 Penalty: 5102.358887
	Iteration 20F: 3 clusters Score -4156868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4156901.250000 Penalty: 5102.358887
	Iteration 21Q: 3 clusters Score -4156901 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -4156935.750000 Penalty: 5102.358887
	Iteration 22Q: 3 clusters Score -4156936 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4156964.250000 Penalty: 5102.358887
	Iteration 23Q: 3 clusters Score -4156964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4156990.750000 Penalty: 5102.358887
	Iteration 24Q: 3 clusters Score -4156991 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4157022.250000 Penalty: 5102.358887
	Iteration 25Q: 3 clusters Score -4157022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -4157068.500000 Penalty: 5102.358887
	Iteration 26Q: 3 clusters Score -4157068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4157091.500000 Penalty: 5102.358887
	Iteration 27Q: 3 clusters Score -4157092 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4157143.250000 Penalty: 5102.358887
	Iteration 28Q: 3 clusters Score -4157143 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -4157186.250000 Penalty: 5102.358887
	Iteration 29Q: 3 clusters Score -4157186 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4157230.250000 Penalty: 5102.358887
	Iteration 30Q: 3 clusters Score -4157230 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4157281.500000 Penalty: 5102.358887
	Iteration 31Q: 3 clusters Score -4157282 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4157333.000000 Penalty: 5102.358887
	Iteration 32Q: 3 clusters Score -4157333 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4157368.750000 Penalty: 5102.358887
	Iteration 33Q: 3 clusters Score -4157369 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -4157401.500000 Penalty: 5102.358887
	Iteration 34Q: 3 clusters Score -4157402 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -4157415.250000 Penalty: 5102.358887
	Iteration 35Q: 3 clusters Score -4157415 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4157439.250000 Penalty: 5102.358887
	Iteration 36Q: 3 clusters Score -4157439 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4157474.000000 Penalty: 5102.358887
	Iteration 37Q: 3 clusters Score -4157474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4157511.000000 Penalty: 5102.358887
	Iteration 38Q: 3 clusters Score -4157511 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4157539.750000 Penalty: 5102.358887
	Iteration 39Q: 3 clusters Score -4157540 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -4157570.750000 Penalty: 5102.358887
	Iteration 40F: 3 clusters Score -4157571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4157605.750000 Penalty: 5102.358887
	Iteration 41Q: 3 clusters Score -4157606 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4157646.250000 Penalty: 5102.358887
	Iteration 42Q: 3 clusters Score -4157646 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -4157680.500000 Penalty: 5102.358887
	Iteration 43Q: 3 clusters Score -4157680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4157708.000000 Penalty: 5102.358887
	Iteration 44Q: 3 clusters Score -4157708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4157734.250000 Penalty: 5102.358887
	Iteration 45Q: 3 clusters Score -4157734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4157742.250000 Penalty: 5102.358887
	Iteration 46Q: 3 clusters Score -4157742 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4157763.500000 Penalty: 5102.358887
	Iteration 47Q: 3 clusters Score -4157764 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4157796.000000 Penalty: 5102.358887
	Iteration 48Q: 3 clusters Score -4157796 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4157816.750000 Penalty: 5102.358887
	Iteration 49Q: 3 clusters Score -4157817 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4157822.500000 Penalty: 5102.358887
	Iteration 50Q: 3 clusters Score -4157822 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4157860.750000 Penalty: 5102.358887
	Iteration 51Q: 3 clusters Score -4157861 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4157878.000000 Penalty: 5102.358887
	Iteration 52Q: 3 clusters Score -4157878 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -4157897.750000 Penalty: 5102.358887
	Iteration 53Q: 3 clusters Score -4157898 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4157920.250000 Penalty: 5102.358887
	Iteration 54Q: 3 clusters Score -4157920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -4157956.250000 Penalty: 5102.358887
	Iteration 55Q: 3 clusters Score -4157956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4157971.750000 Penalty: 5102.358887
	Iteration 56Q: 3 clusters Score -4157972 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -4157983.250000 Penalty: 5102.358887
	Iteration 57Q: 3 clusters Score -4157983 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -4158014.000000 Penalty: 5102.358887
	Iteration 58Q: 3 clusters Score -4158014 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -4158053.250000 Penalty: 5102.358887
	Iteration 59Q: 3 clusters Score -4158053 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -4158078.750000 Penalty: 5102.358887
	Iteration 60F: 3 clusters Score -4158079 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4158092.250000 Penalty: 5102.358887
	Iteration 61Q: 3 clusters Score -4158092 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4158110.750000 Penalty: 5102.358887
	Iteration 62Q: 3 clusters Score -4158111 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -4158148.750000 Penalty: 5102.358887
	Iteration 63Q: 3 clusters Score -4158149 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4158167.500000 Penalty: 5102.358887
	Iteration 64Q: 3 clusters Score -4158168 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4158208.000000 Penalty: 5102.358887
	Iteration 65Q: 3 clusters Score -4158208 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -4158244.250000 Penalty: 5102.358887
	Iteration 66Q: 3 clusters Score -4158244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4158264.500000 Penalty: 5102.358887
	Iteration 67Q: 3 clusters Score -4158264 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -4158298.750000 Penalty: 5102.358887
	Iteration 68Q: 3 clusters Score -4158299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4158311.500000 Penalty: 5102.358887
	Iteration 69Q: 3 clusters Score -4158312 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -4158338.500000 Penalty: 5102.358887
	Iteration 70Q: 3 clusters Score -4158338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4158346.500000 Penalty: 5102.358887
	Iteration 71Q: 3 clusters Score -4158346 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4158386.500000 Penalty: 5102.358887
	Iteration 72Q: 3 clusters Score -4158386 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -4158419.500000 Penalty: 5102.358887
	Iteration 73Q: 3 clusters Score -4158420 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4158455.250000 Penalty: 5102.358887
	Iteration 74Q: 3 clusters Score -4158455 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -4158498.000000 Penalty: 5102.358887
	Iteration 75Q: 3 clusters Score -4158498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -4158542.250000 Penalty: 5102.358887
	Iteration 76Q: 3 clusters Score -4158542 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -4158601.750000 Penalty: 5102.358887
	Iteration 77Q: 3 clusters Score -4158602 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4158646.500000 Penalty: 5102.358887
	Iteration 78Q: 3 clusters Score -4158646 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4158704.000000 Penalty: 5102.358887
	Iteration 79Q: 3 clusters Score -4158704 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -4158737.750000 Penalty: 5102.358887
	Iteration 80F: 3 clusters Score -4158738 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4158794.000000 Penalty: 5102.358887
	Iteration 81Q: 3 clusters Score -4158794 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -4158846.250000 Penalty: 5102.358887
	Iteration 82Q: 3 clusters Score -4158846 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4158889.000000 Penalty: 5102.358887
	Iteration 83Q: 3 clusters Score -4158889 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -4158950.000000 Penalty: 5102.358887
	Iteration 84Q: 3 clusters Score -4158950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -4159005.500000 Penalty: 5102.358887
	Iteration 85Q: 3 clusters Score -4159006 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -4159066.250000 Penalty: 5102.358887
	Iteration 86Q: 3 clusters Score -4159066 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4159143.500000 Penalty: 5102.358887
	Iteration 87Q: 3 clusters Score -4159144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -4159199.000000 Penalty: 5102.358887
	Iteration 88Q: 3 clusters Score -4159199 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4159290.000000 Penalty: 5102.358887
	Iteration 89Q: 3 clusters Score -4159290 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4159364.000000 Penalty: 5102.358887
	Iteration 90Q: 3 clusters Score -4159364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -4159423.250000 Penalty: 5102.358887
	Iteration 91Q: 3 clusters Score -4159423 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4159494.500000 Penalty: 5102.358887
	Iteration 92Q: 3 clusters Score -4159494 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4159579.000000 Penalty: 5102.358887
	Iteration 93Q: 3 clusters Score -4159579 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4159672.500000 Penalty: 5102.358887
	Iteration 94Q: 3 clusters Score -4159672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -4159750.750000 Penalty: 5102.358887
	Iteration 95Q: 3 clusters Score -4159751 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4159819.750000 Penalty: 5102.358887
	Iteration 96Q: 3 clusters Score -4159820 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4159883.750000 Penalty: 5102.358887
	Iteration 97Q: 3 clusters Score -4159884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4159941.250000 Penalty: 5102.358887
	Iteration 98Q: 3 clusters Score -4159941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4159991.000000 Penalty: 5102.358887
	Iteration 99Q: 3 clusters Score -4159991 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4160020.000000 Penalty: 5102.358887
	Iteration 100F: 3 clusters Score -4160020 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4160049.750000 Penalty: 5102.358887
	Iteration 101Q: 3 clusters Score -4160050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4160076.250000 Penalty: 5102.358887
	Iteration 102Q: 3 clusters Score -4160076 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4160091.750000 Penalty: 5102.358887
	Iteration 103Q: 3 clusters Score -4160092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4160111.250000 Penalty: 5102.358887
	Iteration 104Q: 3 clusters Score -4160111 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4160152.250000 Penalty: 5102.358887
	Iteration 105Q: 3 clusters Score -4160152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4160172.500000 Penalty: 5102.358887
	Iteration 106Q: 3 clusters Score -4160172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4160202.250000 Penalty: 5102.358887
	Iteration 107Q: 3 clusters Score -4160202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4160220.500000 Penalty: 5102.358887
	Iteration 108Q: 3 clusters Score -4160220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4160242.000000 Penalty: 5102.358887
	Iteration 109Q: 3 clusters Score -4160242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4160250.500000 Penalty: 5102.358887
	Iteration 110Q: 3 clusters Score -4160250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4160254.750000 Penalty: 5102.358887
	Iteration 111Q: 3 clusters Score -4160255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4160263.000000 Penalty: 5102.358887
	Iteration 112Q: 3 clusters Score -4160263 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4160273.500000 Penalty: 5102.358887
	Iteration 113Q: 3 clusters Score -4160274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4160281.250000 Penalty: 5102.358887
	Iteration 114Q: 3 clusters Score -4160281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -4160289.750000 Penalty: 5102.358887
	Iteration 115Q: 3 clusters Score -4160290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4160292.000000 Penalty: 5102.358887
	Iteration 116Q: 3 clusters Score -4160292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4160299.000000 Penalty: 5102.358887
	Iteration 117Q: 3 clusters Score -4160299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4160297.000000 Penalty: 5102.358887
	Iteration 118Q: 3 clusters Score -4160297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4160299.250000 Penalty: 5102.358887
	Iteration 119Q: 3 clusters Score -4160299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4160306.000000 Penalty: 5102.358887
	Iteration 120F: 3 clusters Score -4160306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4160314.000000 Penalty: 5102.358887
	Iteration 121Q: 3 clusters Score -4160314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4160309.500000 Penalty: 5102.358887
	Iteration 122Q: 3 clusters Score -4160310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4160322.250000 Penalty: 5102.358887
	Iteration 123Q: 3 clusters Score -4160322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4160320.250000 Penalty: 5102.358887
	Iteration 124Q: 3 clusters Score -4160320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4160324.500000 Penalty: 5102.358887
	Iteration 125Q: 3 clusters Score -4160324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4160327.000000 Penalty: 5102.358887
	Iteration 126Q: 3 clusters Score -4160327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4160329.750000 Penalty: 5102.358887
	Iteration 127Q: 3 clusters Score -4160330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4160332.500000 Penalty: 5102.358887
	Iteration 128Q: 3 clusters Score -4160332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4160333.500000 Penalty: 5102.358887
	Iteration 129Q: 3 clusters Score -4160334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4160336.500000 Penalty: 5102.358887
	Iteration 130Q: 3 clusters Score -4160336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4160335.000000 Penalty: 5102.358887
	Iteration 131Q: 3 clusters Score -4160335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4160335.000000 Penalty: 5102.358887
	Iteration 132F: 3 clusters Score -4160335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 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 429 members 
Entering Unmasked Estep 
Score: -100131.132812 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100131.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100622.242188 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100622.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -100812.062500 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100812.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -100962.484375 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -100962.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -101060.218750 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -101060.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101179.304688 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -101179.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -101307.500000 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -101307.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101403.578125 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101403.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -101587.226562 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101587.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101763.890625 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101763.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -101803.859375 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101803.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101857.335938 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101857.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -101906.875000 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101926.328125 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -101949.679688 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -101963.539062 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -101963.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101966.773438 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -101966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -101969.656250 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -101969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -101969.656250 Penalty: 3333.229248
	Iteration 18F: 3 clusters Score -101969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 99311 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 12 contains 654 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
Score: -84927560.000000 Penalty: 66121.062500
Splitting cluster 13 changes total score from -84929152.000000 to -84927560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (19072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Entering Unmasked Estep 
Score: -2707524.750000 Penalty: 2444.281982
	Iteration 0F: 2 clusters Score -2707525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2694132.500000 Penalty: 4888.563965
	Iteration 0F: 3 clusters Score -2694132 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2698640.000000 Penalty: 4888.563965
	Iteration 1F: 3 clusters Score -2698640 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2699111.750000 Penalty: 4888.563965
	Iteration 2F: 3 clusters Score -2699112 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2699499.250000 Penalty: 4888.563965
	Iteration 3Q: 3 clusters Score -2699499 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2699860.000000 Penalty: 4888.563965
	Iteration 4Q: 3 clusters Score -2699860 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2700136.000000 Penalty: 4888.563965
	Iteration 5Q: 3 clusters Score -2700136 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2700427.000000 Penalty: 4888.563965
	Iteration 6Q: 3 clusters Score -2700427 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2700772.250000 Penalty: 4888.563965
	Iteration 7Q: 3 clusters Score -2700772 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2701206.000000 Penalty: 4888.563965
	Iteration 8Q: 3 clusters Score -2701206 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2701804.250000 Penalty: 4888.563965
	Iteration 9F: 3 clusters Score -2701804 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2702586.750000 Penalty: 4888.563965
	Iteration 10F: 3 clusters Score -2702587 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2703541.750000 Penalty: 4888.563965
	Iteration 11F: 3 clusters Score -2703542 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2704487.250000 Penalty: 4888.563965
	Iteration 12F: 3 clusters Score -2704487 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2705258.000000 Penalty: 4888.563965
	Iteration 13Q: 3 clusters Score -2705258 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2705736.500000 Penalty: 4888.563965
	Iteration 14Q: 3 clusters Score -2705736 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2706013.500000 Penalty: 4888.563965
	Iteration 15Q: 3 clusters Score -2706014 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2706160.750000 Penalty: 4888.563965
	Iteration 16Q: 3 clusters Score -2706161 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2706258.750000 Penalty: 4888.563965
	Iteration 17Q: 3 clusters Score -2706259 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2706331.750000 Penalty: 4888.563965
	Iteration 18Q: 3 clusters Score -2706332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2706393.500000 Penalty: 4888.563965
	Iteration 19Q: 3 clusters Score -2706394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2706437.750000 Penalty: 4888.563965
	Iteration 20F: 3 clusters Score -2706438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2706457.250000 Penalty: 4888.563965
	Iteration 21Q: 3 clusters Score -2706457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2706470.250000 Penalty: 4888.563965
	Iteration 22Q: 3 clusters Score -2706470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2706478.250000 Penalty: 4888.563965
	Iteration 23Q: 3 clusters Score -2706478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2706488.500000 Penalty: 4888.563965
	Iteration 24Q: 3 clusters Score -2706488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2706496.750000 Penalty: 4888.563965
	Iteration 25Q: 3 clusters Score -2706497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2706496.750000 Penalty: 4888.563965
	Iteration 26Q: 3 clusters Score -2706497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2706499.750000 Penalty: 4888.563965
	Iteration 27Q: 3 clusters Score -2706500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2706501.750000 Penalty: 4888.563965
	Iteration 28Q: 3 clusters Score -2706502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2706504.000000 Penalty: 4888.563965
	Iteration 29Q: 3 clusters Score -2706504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2706503.250000 Penalty: 4888.563965
	Iteration 30Q: 3 clusters Score -2706503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2706503.750000 Penalty: 4888.563965
	Iteration 31Q: 3 clusters Score -2706504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2706503.750000 Penalty: 4888.563965
	Iteration 32F: 3 clusters Score -2706504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -237862.140625 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -237862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -235457.859375 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -235457.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -236115.875000 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -236115.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -236496.093750 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -236496.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -236758.718750 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -236758.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -236972.968750 Penalty: 3717.513184
	Iteration 4F: 3 clusters Score -236973 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -237134.109375 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -237134.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -237206.218750 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -237206.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237237.609375 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -237237.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -237256.781250 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -237256.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237265.390625 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -237265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237270.437500 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -237270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237274.453125 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -237274.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -237278.671875 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -237278.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -237282.937500 Penalty: 3717.513184
	Iteration 13Q: 3 clusters Score -237282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -237286.843750 Penalty: 3717.513184
	Iteration 14Q: 3 clusters Score -237286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -237288.718750 Penalty: 3717.513184
	Iteration 15Q: 3 clusters Score -237288.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -237290.796875 Penalty: 3717.513184
	Iteration 16Q: 3 clusters Score -237290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -237296.546875 Penalty: 3717.513184
	Iteration 17Q: 3 clusters Score -237296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -237301.171875 Penalty: 3717.513184
	Iteration 18Q: 3 clusters Score -237301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -237307.125000 Penalty: 3717.513184
	Iteration 19Q: 3 clusters Score -237307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -237313.859375 Penalty: 3717.513184
	Iteration 20F: 3 clusters Score -237313.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -237327.281250 Penalty: 3717.513184
	Iteration 21Q: 3 clusters Score -237327.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -237336.937500 Penalty: 3717.513184
	Iteration 22Q: 3 clusters Score -237336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -237340.671875 Penalty: 3717.513184
	Iteration 23Q: 3 clusters Score -237340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -237344.484375 Penalty: 3717.513184
	Iteration 24Q: 3 clusters Score -237344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237346.968750 Penalty: 3717.513184
	Iteration 25Q: 3 clusters Score -237347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -237349.375000 Penalty: 3717.513184
	Iteration 26Q: 3 clusters Score -237349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237350.890625 Penalty: 3717.513184
	Iteration 27Q: 3 clusters Score -237350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237350.890625 Penalty: 3717.513184
	Iteration 28F: 3 clusters Score -237350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -264749.750000 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -264749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -262174.812500 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -262174.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262596.468750 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -262596.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -262699.625000 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -262699.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -262761.250000 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -262761.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -262808.593750 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -262808.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262835.906250 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -262835.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -262849.093750 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -262849.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -262856.750000 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -262856.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262861.218750 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -262861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262865.187500 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -262865.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262870.375000 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -262870.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -262874.593750 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -262874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262878.937500 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -262878.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262882.187500 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -262882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262883.718750 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -262883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262886.343750 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -262886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262888.781250 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -262888.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -262896.031250 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -262896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262898.625000 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -262898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262900.062500 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -262900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -262900.968750 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -262901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -262904.562500 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -262904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -262905.062500 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -262905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -262906.406250 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -262906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -262908.406250 Penalty: 3747.728760
	Iteration 24Q: 3 clusters Score -262908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -262910.781250 Penalty: 3747.728760
	Iteration 25Q: 3 clusters Score -262910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -262911.781250 Penalty: 3747.728760
	Iteration 26Q: 3 clusters Score -262911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -262912.218750 Penalty: 3747.728760
	Iteration 27Q: 3 clusters Score -262912.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -262913.718750 Penalty: 3747.728760
	Iteration 28Q: 3 clusters Score -262913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -262914.281250 Penalty: 3747.728760
	Iteration 29Q: 3 clusters Score -262914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -262915.656250 Penalty: 3747.728760
	Iteration 30Q: 3 clusters Score -262915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -262915.656250 Penalty: 3747.728760
	Iteration 31F: 3 clusters Score -262915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34098.656250 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34098.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34189.878906 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34189.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -34241.710938 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34241.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34263.179688 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34263.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34266.968750 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34266.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34273.437500 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -34273.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -34273.437500 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -34273.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117665.523438 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117665.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117957.281250 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -117957.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118085.289062 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118085.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118186.390625 Penalty: 3408.061279
	Iteration 3Q: 3 clusters Score -118186.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118302.562500 Penalty: 3408.061279
	Iteration 4Q: 3 clusters Score -118302.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118376.328125 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -118376.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -118444.312500 Penalty: 3408.061279
	Iteration 6Q: 3 clusters Score -118444.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -118505.390625 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -118505.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -118569.195312 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -118569.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -118627.812500 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -118627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -118662.218750 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -118662.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118705.250000 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -118705.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118747.359375 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -118747.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -118793.117188 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -118793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118827.750000 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -118827.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118868.000000 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -118868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118892.023438 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -118892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118908.109375 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -118908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118926.203125 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -118926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118949.234375 Penalty: 3408.061279
	Iteration 19Q: 3 clusters Score -118949.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118969.546875 Penalty: 3408.061279
	Iteration 20F: 3 clusters Score -118969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118990.273438 Penalty: 3408.061279
	Iteration 21Q: 3 clusters Score -118990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119011.546875 Penalty: 3408.061279
	Iteration 22Q: 3 clusters Score -119011.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -119033.031250 Penalty: 3408.061279
	Iteration 23Q: 3 clusters Score -119033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119042.265625 Penalty: 3408.061279
	Iteration 24Q: 3 clusters Score -119042.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119062.242188 Penalty: 3408.061279
	Iteration 25Q: 3 clusters Score -119062.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119079.171875 Penalty: 3408.061279
	Iteration 26Q: 3 clusters Score -119079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119090.320312 Penalty: 3408.061279
	Iteration 27Q: 3 clusters Score -119090.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119112.406250 Penalty: 3408.061279
	Iteration 28Q: 3 clusters Score -119112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119146.695312 Penalty: 3408.061279
	Iteration 29Q: 3 clusters Score -119146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119242.296875 Penalty: 3408.061279
	Iteration 30Q: 3 clusters Score -119242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -119414.250000 Penalty: 3408.061279
	Iteration 31Q: 3 clusters Score -119414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119452.890625 Penalty: 3408.061279
	Iteration 32Q: 3 clusters Score -119452.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119456.406250 Penalty: 3408.061279
	Iteration 33Q: 3 clusters Score -119456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119456.953125 Penalty: 3408.061279
	Iteration 34Q: 3 clusters Score -119457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -119456.953125 Penalty: 3408.061279
	Iteration 35F: 3 clusters Score -119457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Entering Unmasked Estep 
Score: -3116503.000000 Penalty: 2479.882324
	Iteration 0F: 2 clusters Score -3116503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3101222.500000 Penalty: 4959.764648
	Iteration 0F: 3 clusters Score -3101222 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3106247.000000 Penalty: 4959.764648
	Iteration 1F: 3 clusters Score -3106247 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3106631.500000 Penalty: 4959.764648
	Iteration 2F: 3 clusters Score -3106632 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -3106962.250000 Penalty: 4959.764648
	Iteration 3Q: 3 clusters Score -3106962 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -3107303.750000 Penalty: 4959.764648
	Iteration 4Q: 3 clusters Score -3107304 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3107765.000000 Penalty: 4959.764648
	Iteration 5Q: 3 clusters Score -3107765 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3108380.750000 Penalty: 4959.764648
	Iteration 6F: 3 clusters Score -3108381 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3109244.000000 Penalty: 4959.764648
	Iteration 7F: 3 clusters Score -3109244 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3110351.500000 Penalty: 4959.764648
	Iteration 8F: 3 clusters Score -3110352 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3111641.750000 Penalty: 4959.764648
	Iteration 9F: 3 clusters Score -3111642 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3112790.500000 Penalty: 4959.764648
	Iteration 10F: 3 clusters Score -3112790 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3113522.500000 Penalty: 4959.764648
	Iteration 11Q: 3 clusters Score -3113522 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3113920.500000 Penalty: 4959.764648
	Iteration 12Q: 3 clusters Score -3113920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3114120.000000 Penalty: 4959.764648
	Iteration 13Q: 3 clusters Score -3114120 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3114240.500000 Penalty: 4959.764648
	Iteration 14Q: 3 clusters Score -3114240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3114313.500000 Penalty: 4959.764648
	Iteration 15Q: 3 clusters Score -3114314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3114370.000000 Penalty: 4959.764648
	Iteration 16Q: 3 clusters Score -3114370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3114388.750000 Penalty: 4959.764648
	Iteration 17Q: 3 clusters Score -3114389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3114396.000000 Penalty: 4959.764648
	Iteration 18Q: 3 clusters Score -3114396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3114401.500000 Penalty: 4959.764648
	Iteration 19Q: 3 clusters Score -3114402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3114415.500000 Penalty: 4959.764648
	Iteration 20F: 3 clusters Score -3114416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3114426.500000 Penalty: 4959.764648
	Iteration 21Q: 3 clusters Score -3114426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3114433.000000 Penalty: 4959.764648
	Iteration 22Q: 3 clusters Score -3114433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3114433.500000 Penalty: 4959.764648
	Iteration 23Q: 3 clusters Score -3114434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3114433.500000 Penalty: 4959.764648
	Iteration 24F: 3 clusters Score -3114434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Entering Unmasked Estep 
Score: -1724283.250000 Penalty: 2332.929932
	Iteration 0F: 2 clusters Score -1724283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1715188.625000 Penalty: 4665.859863
	Iteration 0F: 3 clusters Score -1715189 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1717962.125000 Penalty: 4665.859863
	Iteration 1F: 3 clusters Score -1717962 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1718280.000000 Penalty: 4665.859863
	Iteration 2F: 3 clusters Score -1718280 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1718509.750000 Penalty: 4665.859863
	Iteration 3Q: 3 clusters Score -1718510 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1718683.500000 Penalty: 4665.859863
	Iteration 4Q: 3 clusters Score -1718684 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1718808.250000 Penalty: 4665.859863
	Iteration 5Q: 3 clusters Score -1718808 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1718899.875000 Penalty: 4665.859863
	Iteration 6Q: 3 clusters Score -1718900 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1718983.000000 Penalty: 4665.859863
	Iteration 7Q: 3 clusters Score -1718983 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1719043.375000 Penalty: 4665.859863
	Iteration 8Q: 3 clusters Score -1719043 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1719088.750000 Penalty: 4665.859863
	Iteration 9Q: 3 clusters Score -1719089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1719131.750000 Penalty: 4665.859863
	Iteration 10Q: 3 clusters Score -1719132 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1719166.500000 Penalty: 4665.859863
	Iteration 11Q: 3 clusters Score -1719166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1719211.000000 Penalty: 4665.859863
	Iteration 12Q: 3 clusters Score -1719211 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1719252.875000 Penalty: 4665.859863
	Iteration 13Q: 3 clusters Score -1719253 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1719300.000000 Penalty: 4665.859863
	Iteration 14Q: 3 clusters Score -1719300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1719340.375000 Penalty: 4665.859863
	Iteration 15Q: 3 clusters Score -1719340 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1719386.625000 Penalty: 4665.859863
	Iteration 16Q: 3 clusters Score -1719387 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1719436.625000 Penalty: 4665.859863
	Iteration 17Q: 3 clusters Score -1719437 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1719500.000000 Penalty: 4665.859863
	Iteration 18Q: 3 clusters Score -1719500 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1719573.375000 Penalty: 4665.859863
	Iteration 19Q: 3 clusters Score -1719573 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1719654.375000 Penalty: 4665.859863
	Iteration 20F: 3 clusters Score -1719654 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1719771.750000 Penalty: 4665.859863
	Iteration 21Q: 3 clusters Score -1719772 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1719925.000000 Penalty: 4665.859863
	Iteration 22Q: 3 clusters Score -1719925 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1720112.375000 Penalty: 4665.859863
	Iteration 23Q: 3 clusters Score -1720112 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1720335.000000 Penalty: 4665.859863
	Iteration 24Q: 3 clusters Score -1720335 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1720565.875000 Penalty: 4665.859863
	Iteration 25Q: 3 clusters Score -1720566 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1720768.875000 Penalty: 4665.859863
	Iteration 26Q: 3 clusters Score -1720769 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1720944.500000 Penalty: 4665.859863
	Iteration 27Q: 3 clusters Score -1720944 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1721098.375000 Penalty: 4665.859863
	Iteration 28Q: 3 clusters Score -1721098 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1721222.625000 Penalty: 4665.859863
	Iteration 29Q: 3 clusters Score -1721223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1721319.125000 Penalty: 4665.859863
	Iteration 30Q: 3 clusters Score -1721319 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1721401.125000 Penalty: 4665.859863
	Iteration 31Q: 3 clusters Score -1721401 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1721477.500000 Penalty: 4665.859863
	Iteration 32Q: 3 clusters Score -1721478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1721561.250000 Penalty: 4665.859863
	Iteration 33Q: 3 clusters Score -1721561 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1721642.875000 Penalty: 4665.859863
	Iteration 34Q: 3 clusters Score -1721643 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1721718.125000 Penalty: 4665.859863
	Iteration 35Q: 3 clusters Score -1721718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1721781.625000 Penalty: 4665.859863
	Iteration 36Q: 3 clusters Score -1721782 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1721831.125000 Penalty: 4665.859863
	Iteration 37Q: 3 clusters Score -1721831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1721884.000000 Penalty: 4665.859863
	Iteration 38Q: 3 clusters Score -1721884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1721932.625000 Penalty: 4665.859863
	Iteration 39Q: 3 clusters Score -1721933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1721974.625000 Penalty: 4665.859863
	Iteration 40F: 3 clusters Score -1721975 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1722015.875000 Penalty: 4665.859863
	Iteration 41Q: 3 clusters Score -1722016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1722044.000000 Penalty: 4665.859863
	Iteration 42Q: 3 clusters Score -1722044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1722069.125000 Penalty: 4665.859863
	Iteration 43Q: 3 clusters Score -1722069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1722084.250000 Penalty: 4665.859863
	Iteration 44Q: 3 clusters Score -1722084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1722097.625000 Penalty: 4665.859863
	Iteration 45Q: 3 clusters Score -1722098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1722105.125000 Penalty: 4665.859863
	Iteration 46Q: 3 clusters Score -1722105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1722112.375000 Penalty: 4665.859863
	Iteration 47Q: 3 clusters Score -1722112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1722119.625000 Penalty: 4665.859863
	Iteration 48Q: 3 clusters Score -1722120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1722125.750000 Penalty: 4665.859863
	Iteration 49Q: 3 clusters Score -1722126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1722131.125000 Penalty: 4665.859863
	Iteration 50Q: 3 clusters Score -1722131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1722140.375000 Penalty: 4665.859863
	Iteration 51Q: 3 clusters Score -1722140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1722145.500000 Penalty: 4665.859863
	Iteration 52Q: 3 clusters Score -1722146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1722151.000000 Penalty: 4665.859863
	Iteration 53Q: 3 clusters Score -1722151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1722151.125000 Penalty: 4665.859863
	Iteration 54Q: 3 clusters Score -1722151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1722158.625000 Penalty: 4665.859863
	Iteration 55Q: 3 clusters Score -1722159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1722161.250000 Penalty: 4665.859863
	Iteration 56Q: 3 clusters Score -1722161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1722164.500000 Penalty: 4665.859863
	Iteration 57Q: 3 clusters Score -1722164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1722168.750000 Penalty: 4665.859863
	Iteration 58Q: 3 clusters Score -1722169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1722176.250000 Penalty: 4665.859863
	Iteration 59Q: 3 clusters Score -1722176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1722179.875000 Penalty: 4665.859863
	Iteration 60F: 3 clusters Score -1722180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1722194.250000 Penalty: 4665.859863
	Iteration 61Q: 3 clusters Score -1722194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1722195.750000 Penalty: 4665.859863
	Iteration 62Q: 3 clusters Score -1722196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1722201.250000 Penalty: 4665.859863
	Iteration 63Q: 3 clusters Score -1722201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1722200.000000 Penalty: 4665.859863
	Iteration 64Q: 3 clusters Score -1722200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1722204.625000 Penalty: 4665.859863
	Iteration 65Q: 3 clusters Score -1722205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1722210.250000 Penalty: 4665.859863
	Iteration 66Q: 3 clusters Score -1722210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1722216.625000 Penalty: 4665.859863
	Iteration 67Q: 3 clusters Score -1722217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1722217.250000 Penalty: 4665.859863
	Iteration 68Q: 3 clusters Score -1722217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1722216.500000 Penalty: 4665.859863
	Iteration 69Q: 3 clusters Score -1722216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1722216.250000 Penalty: 4665.859863
	Iteration 70Q: 3 clusters Score -1722216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1722224.500000 Penalty: 4665.859863
	Iteration 71Q: 3 clusters Score -1722224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1722230.625000 Penalty: 4665.859863
	Iteration 72Q: 3 clusters Score -1722231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1722239.875000 Penalty: 4665.859863
	Iteration 73Q: 3 clusters Score -1722240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1722241.625000 Penalty: 4665.859863
	Iteration 74Q: 3 clusters Score -1722242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1722243.125000 Penalty: 4665.859863
	Iteration 75Q: 3 clusters Score -1722243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1722254.375000 Penalty: 4665.859863
	Iteration 76Q: 3 clusters Score -1722254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1722254.500000 Penalty: 4665.859863
	Iteration 77Q: 3 clusters Score -1722254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1722261.250000 Penalty: 4665.859863
	Iteration 78Q: 3 clusters Score -1722261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1722261.875000 Penalty: 4665.859863
	Iteration 79Q: 3 clusters Score -1722262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1722261.000000 Penalty: 4665.859863
	Iteration 80F: 3 clusters Score -1722261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1722263.000000 Penalty: 4665.859863
	Iteration 81Q: 3 clusters Score -1722263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1722261.875000 Penalty: 4665.859863
	Iteration 82Q: 3 clusters Score -1722262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1722263.875000 Penalty: 4665.859863
	Iteration 83Q: 3 clusters Score -1722264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1722265.375000 Penalty: 4665.859863
	Iteration 84Q: 3 clusters Score -1722265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1722264.125000 Penalty: 4665.859863
	Iteration 85Q: 3 clusters Score -1722264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1722264.500000 Penalty: 4665.859863
	Iteration 86Q: 3 clusters Score -1722264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1722265.500000 Penalty: 4665.859863
	Iteration 87Q: 3 clusters Score -1722266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1722265.500000 Penalty: 4665.859863
	Iteration 88F: 3 clusters Score -1722266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121659 members 
Mstep: Class 2 contains 99311 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155151 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 16113 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929112.000000 Penalty: 62815.007812
Iteration 319Q: 20 clusters Score -8.492911e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 99304 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155153 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27301 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 96721 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 320F: 20 clusters Score -8.492914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 99307 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155153 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 96719 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29349 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929168.000000 Penalty: 62815.007812
Iteration 321Q: 20 clusters Score -8.492917e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 99313 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155150 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16112 members 
Mstep: Class 9 contains 96715 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929176.000000 Penalty: 62815.007812
Iteration 322Q: 20 clusters Score -8.492918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 99317 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155149 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 96714 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929136.000000 Penalty: 62815.007812
Iteration 323Q: 20 clusters Score -8.492914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 99318 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155149 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 96714 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929160.000000 Penalty: 62815.007812
Iteration 324Q: 20 clusters Score -8.492916e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121663 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155148 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 96714 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 325Q: 20 clusters Score -8.492914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121664 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155147 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16111 members 
Mstep: Class 9 contains 96712 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929200.000000 Penalty: 62815.007812
Iteration 326Q: 20 clusters Score -8.49292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121665 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155149 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16110 members 
Mstep: Class 9 contains 96710 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929224.000000 Penalty: 62815.007812
Iteration 327Q: 20 clusters Score -8.492922e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121667 members 
Mstep: Class 2 contains 99318 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155152 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96709 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929248.000000 Penalty: 62815.007812
Iteration 328Q: 20 clusters Score -8.492925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121668 members 
Mstep: Class 2 contains 99319 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155152 members 
Mstep: Class 5 contains 8620 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929184.000000 Penalty: 62815.007812
Iteration 329Q: 20 clusters Score -8.492918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121669 members 
Mstep: Class 2 contains 99320 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155152 members 
Mstep: Class 5 contains 8619 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929232.000000 Penalty: 62815.007812
Iteration 330Q: 20 clusters Score -8.492923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121670 members 
Mstep: Class 2 contains 99321 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155150 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19072 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929240.000000 Penalty: 62815.007812
Iteration 331Q: 20 clusters Score -8.492924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121672 members 
Mstep: Class 2 contains 99324 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155146 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929256.000000 Penalty: 62815.007812
Iteration 332Q: 20 clusters Score -8.492926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 99327 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155144 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27303 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29348 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929248.000000 Penalty: 62815.007812
Iteration 333Q: 20 clusters Score -8.492925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121671 members 
Mstep: Class 2 contains 99333 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155138 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27304 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22016 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929216.000000 Penalty: 62815.007812
Iteration 334Q: 20 clusters Score -8.492922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 99336 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155131 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27305 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96708 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22017 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929184.000000 Penalty: 62815.007812
Iteration 335Q: 20 clusters Score -8.492918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 99339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155127 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96707 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22018 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929224.000000 Penalty: 62815.007812
Iteration 336Q: 20 clusters Score -8.492922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121674 members 
Mstep: Class 2 contains 99338 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155126 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27306 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96707 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929248.000000 Penalty: 62815.007812
Iteration 337Q: 20 clusters Score -8.492925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121675 members 
Mstep: Class 2 contains 99339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155124 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96706 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929216.000000 Penalty: 62815.007812
Iteration 338Q: 20 clusters Score -8.492922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121680 members 
Mstep: Class 2 contains 99337 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155124 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96703 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929248.000000 Penalty: 62815.007812
Iteration 339Q: 20 clusters Score -8.492925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121683 members 
Mstep: Class 2 contains 99339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155122 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96701 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929208.000000 Penalty: 62815.007812
Iteration 340F: 20 clusters Score -8.492921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 99339 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155121 members 
Mstep: Class 5 contains 8618 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96700 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929184.000000 Penalty: 62815.007812
Iteration 341Q: 20 clusters Score -8.492918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 99338 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155123 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96700 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929216.000000 Penalty: 62815.007812
Iteration 342Q: 20 clusters Score -8.492922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121684 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155123 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96700 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929208.000000 Penalty: 62815.007812
Iteration 343Q: 20 clusters Score -8.492921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155123 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929192.000000 Penalty: 62815.007812
Iteration 344Q: 20 clusters Score -8.492919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121686 members 
Mstep: Class 2 contains 99340 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155123 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929176.000000 Penalty: 62815.007812
Iteration 345Q: 20 clusters Score -8.492918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121685 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155123 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29346 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929184.000000 Penalty: 62815.007812
Iteration 346Q: 20 clusters Score -8.492918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155122 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 347Q: 20 clusters Score -8.492914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155122 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -84929144.000000 Penalty: 62815.007812
Iteration 348F: 20 clusters Score -8.492914e+07 nChanged 0
Entering ConstructFrom: 
Score: -84929144.000000 Penalty: 62815.007812
Entering ConstructFrom: 
Trying to split cluster 1 (121687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121687 members 
Entering Unmasked Estep 
Score: -17048372.000000 Penalty: 2903.883545
	Iteration 0F: 2 clusters Score -1.704837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -16969968.000000 Penalty: 5807.767090
	Iteration 0F: 3 clusters Score -1.696997e+07 nChanged 57935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -17003050.000000 Penalty: 5807.767090
	Iteration 1F: 3 clusters Score -1.700305e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62728 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -17003920.000000 Penalty: 5807.767090
	Iteration 2Q: 3 clusters Score -1.700392e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -17004884.000000 Penalty: 5807.767090
	Iteration 3Q: 3 clusters Score -1.700488e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65729 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -17006488.000000 Penalty: 5807.767090
	Iteration 4Q: 3 clusters Score -1.700649e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -17008588.000000 Penalty: 5807.767090
	Iteration 5Q: 3 clusters Score -1.700859e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -17011864.000000 Penalty: 5807.767090
	Iteration 6Q: 3 clusters Score -1.701186e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76787 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -17016676.000000 Penalty: 5807.767090
	Iteration 7F: 3 clusters Score -1.701668e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -17022720.000000 Penalty: 5807.767090
	Iteration 8F: 3 clusters Score -1.702272e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -17029178.000000 Penalty: 5807.767090
	Iteration 9F: 3 clusters Score -1.702918e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91357 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -17034460.000000 Penalty: 5807.767090
	Iteration 10F: 3 clusters Score -1.703446e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -17038358.000000 Penalty: 5807.767090
	Iteration 11Q: 3 clusters Score -1.703836e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -17040970.000000 Penalty: 5807.767090
	Iteration 12Q: 3 clusters Score -1.704097e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97217 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -17043164.000000 Penalty: 5807.767090
	Iteration 13Q: 3 clusters Score -1.704316e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98078 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -17044814.000000 Penalty: 5807.767090
	Iteration 14Q: 3 clusters Score -1.704481e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98583 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -17045978.000000 Penalty: 5807.767090
	Iteration 15Q: 3 clusters Score -1.704598e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -17046722.000000 Penalty: 5807.767090
	Iteration 16Q: 3 clusters Score -1.704672e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -17047128.000000 Penalty: 5807.767090
	Iteration 17Q: 3 clusters Score -1.704713e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98966 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -17047426.000000 Penalty: 5807.767090
	Iteration 18Q: 3 clusters Score -1.704743e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98976 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -17047614.000000 Penalty: 5807.767090
	Iteration 19Q: 3 clusters Score -1.704761e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -17047776.000000 Penalty: 5807.767090
	Iteration 20F: 3 clusters Score -1.704778e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99017 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -17047838.000000 Penalty: 5807.767090
	Iteration 21Q: 3 clusters Score -1.704784e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -17047854.000000 Penalty: 5807.767090
	Iteration 22Q: 3 clusters Score -1.704785e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -17047904.000000 Penalty: 5807.767090
	Iteration 23Q: 3 clusters Score -1.70479e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -17047910.000000 Penalty: 5807.767090
	Iteration 24Q: 3 clusters Score -1.704791e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -17047930.000000 Penalty: 5807.767090
	Iteration 25Q: 3 clusters Score -1.704793e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -17047864.000000 Penalty: 5807.767090
	Iteration 26Q: 3 clusters Score -1.704786e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99351 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -17047890.000000 Penalty: 5807.767090
	Iteration 27Q: 3 clusters Score -1.704789e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99399 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -17047914.000000 Penalty: 5807.767090
	Iteration 28Q: 3 clusters Score -1.704791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99433 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -17047918.000000 Penalty: 5807.767090
	Iteration 29Q: 3 clusters Score -1.704792e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -17047942.000000 Penalty: 5807.767090
	Iteration 30Q: 3 clusters Score -1.704794e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -17047938.000000 Penalty: 5807.767090
	Iteration 31Q: 3 clusters Score -1.704794e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99545 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -17047914.000000 Penalty: 5807.767090
	Iteration 32Q: 3 clusters Score -1.704791e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -17047912.000000 Penalty: 5807.767090
	Iteration 33Q: 3 clusters Score -1.704791e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99621 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -17047898.000000 Penalty: 5807.767090
	Iteration 34Q: 3 clusters Score -1.70479e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99648 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -17047924.000000 Penalty: 5807.767090
	Iteration 35Q: 3 clusters Score -1.704792e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99675 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -17047902.000000 Penalty: 5807.767090
	Iteration 36Q: 3 clusters Score -1.70479e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99706 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -17047910.000000 Penalty: 5807.767090
	Iteration 37Q: 3 clusters Score -1.704791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -17047926.000000 Penalty: 5807.767090
	Iteration 38Q: 3 clusters Score -1.704793e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99752 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -17047916.000000 Penalty: 5807.767090
	Iteration 39Q: 3 clusters Score -1.704792e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99778 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -17047934.000000 Penalty: 5807.767090
	Iteration 40F: 3 clusters Score -1.704793e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -17047938.000000 Penalty: 5807.767090
	Iteration 41Q: 3 clusters Score -1.704794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99805 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -17047952.000000 Penalty: 5807.767090
	Iteration 42Q: 3 clusters Score -1.704795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99818 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -17047968.000000 Penalty: 5807.767090
	Iteration 43Q: 3 clusters Score -1.704797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -17047934.000000 Penalty: 5807.767090
	Iteration 44Q: 3 clusters Score -1.704793e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99839 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -17047932.000000 Penalty: 5807.767090
	Iteration 45Q: 3 clusters Score -1.704793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99846 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -17047940.000000 Penalty: 5807.767090
	Iteration 46Q: 3 clusters Score -1.704794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99859 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -17047940.000000 Penalty: 5807.767090
	Iteration 47Q: 3 clusters Score -1.704794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99869 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -17047940.000000 Penalty: 5807.767090
	Iteration 48Q: 3 clusters Score -1.704794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -17047938.000000 Penalty: 5807.767090
	Iteration 49Q: 3 clusters Score -1.704794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99886 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -17047942.000000 Penalty: 5807.767090
	Iteration 50Q: 3 clusters Score -1.704794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99898 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -17047936.000000 Penalty: 5807.767090
	Iteration 51Q: 3 clusters Score -1.704794e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -17047952.000000 Penalty: 5807.767090
	Iteration 52Q: 3 clusters Score -1.704795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99927 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -17047952.000000 Penalty: 5807.767090
	Iteration 53Q: 3 clusters Score -1.704795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99942 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -17047980.000000 Penalty: 5807.767090
	Iteration 54Q: 3 clusters Score -1.704798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99953 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 55Q: 3 clusters Score -1.704798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99964 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -17047980.000000 Penalty: 5807.767090
	Iteration 56Q: 3 clusters Score -1.704798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99975 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 57Q: 3 clusters Score -1.704798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -17047960.000000 Penalty: 5807.767090
	Iteration 58Q: 3 clusters Score -1.704796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -17047958.000000 Penalty: 5807.767090
	Iteration 59Q: 3 clusters Score -1.704796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100020 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -17047952.000000 Penalty: 5807.767090
	Iteration 60F: 3 clusters Score -1.704795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100039 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -17047950.000000 Penalty: 5807.767090
	Iteration 61Q: 3 clusters Score -1.704795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100056 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -17047954.000000 Penalty: 5807.767090
	Iteration 62Q: 3 clusters Score -1.704795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -17047950.000000 Penalty: 5807.767090
	Iteration 63Q: 3 clusters Score -1.704795e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -17047950.000000 Penalty: 5807.767090
	Iteration 64Q: 3 clusters Score -1.704795e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100114 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -17047946.000000 Penalty: 5807.767090
	Iteration 65Q: 3 clusters Score -1.704795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -17047952.000000 Penalty: 5807.767090
	Iteration 66Q: 3 clusters Score -1.704795e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100163 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -17047972.000000 Penalty: 5807.767090
	Iteration 67Q: 3 clusters Score -1.704797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100182 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -17047980.000000 Penalty: 5807.767090
	Iteration 68Q: 3 clusters Score -1.704798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100199 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -17047966.000000 Penalty: 5807.767090
	Iteration 69Q: 3 clusters Score -1.704797e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100217 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -17047966.000000 Penalty: 5807.767090
	Iteration 70Q: 3 clusters Score -1.704797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100233 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -17047974.000000 Penalty: 5807.767090
	Iteration 71Q: 3 clusters Score -1.704797e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 72Q: 3 clusters Score -1.704798e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100258 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -17047966.000000 Penalty: 5807.767090
	Iteration 73Q: 3 clusters Score -1.704797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -17047976.000000 Penalty: 5807.767090
	Iteration 74Q: 3 clusters Score -1.704798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -17047972.000000 Penalty: 5807.767090
	Iteration 75Q: 3 clusters Score -1.704797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100269 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -17047968.000000 Penalty: 5807.767090
	Iteration 76Q: 3 clusters Score -1.704797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100268 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -17047970.000000 Penalty: 5807.767090
	Iteration 77Q: 3 clusters Score -1.704797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100270 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -17047968.000000 Penalty: 5807.767090
	Iteration 78Q: 3 clusters Score -1.704797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -17047968.000000 Penalty: 5807.767090
	Iteration 79Q: 3 clusters Score -1.704797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -17047980.000000 Penalty: 5807.767090
	Iteration 80F: 3 clusters Score -1.704798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -17047982.000000 Penalty: 5807.767090
	Iteration 81Q: 3 clusters Score -1.704798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100282 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -17047990.000000 Penalty: 5807.767090
	Iteration 82Q: 3 clusters Score -1.704799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100284 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 83Q: 3 clusters Score -1.704798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100287 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -17047982.000000 Penalty: 5807.767090
	Iteration 84Q: 3 clusters Score -1.704798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 85Q: 3 clusters Score -1.704798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 86Q: 3 clusters Score -1.704798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -17047978.000000 Penalty: 5807.767090
	Iteration 87F: 3 clusters Score -1.704798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (99341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Entering Unmasked Estep 
Score: -13913721.000000 Penalty: 2853.565674
	Iteration 0F: 2 clusters Score -1.391372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -13847813.000000 Penalty: 5707.131348
	Iteration 0F: 3 clusters Score -1.384781e+07 nChanged 47025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -13874774.000000 Penalty: 5707.131348
	Iteration 1F: 3 clusters Score -1.387477e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -13875481.000000 Penalty: 5707.131348
	Iteration 2Q: 3 clusters Score -1.387548e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -13876218.000000 Penalty: 5707.131348
	Iteration 3Q: 3 clusters Score -1.387622e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -13876861.000000 Penalty: 5707.131348
	Iteration 4Q: 3 clusters Score -1.387686e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -13877739.000000 Penalty: 5707.131348
	Iteration 5Q: 3 clusters Score -1.387774e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -13878993.000000 Penalty: 5707.131348
	Iteration 6Q: 3 clusters Score -1.387899e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -13880826.000000 Penalty: 5707.131348
	Iteration 7Q: 3 clusters Score -1.388083e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -13883995.000000 Penalty: 5707.131348
	Iteration 8F: 3 clusters Score -1.3884e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -13888360.000000 Penalty: 5707.131348
	Iteration 9F: 3 clusters Score -1.388836e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -13893818.000000 Penalty: 5707.131348
	Iteration 10F: 3 clusters Score -1.389382e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -13898804.000000 Penalty: 5707.131348
	Iteration 11F: 3 clusters Score -1.38988e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -13902009.000000 Penalty: 5707.131348
	Iteration 12Q: 3 clusters Score -1.390201e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -13903596.000000 Penalty: 5707.131348
	Iteration 13Q: 3 clusters Score -1.39036e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -13904833.000000 Penalty: 5707.131348
	Iteration 14Q: 3 clusters Score -1.390483e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -13905712.000000 Penalty: 5707.131348
	Iteration 15Q: 3 clusters Score -1.390571e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79687 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -13906517.000000 Penalty: 5707.131348
	Iteration 16Q: 3 clusters Score -1.390652e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -13907087.000000 Penalty: 5707.131348
	Iteration 17Q: 3 clusters Score -1.390709e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -13907610.000000 Penalty: 5707.131348
	Iteration 18Q: 3 clusters Score -1.390761e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83687 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -13907982.000000 Penalty: 5707.131348
	Iteration 19Q: 3 clusters Score -1.390798e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -13908333.000000 Penalty: 5707.131348
	Iteration 20F: 3 clusters Score -1.390833e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86175 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -13908664.000000 Penalty: 5707.131348
	Iteration 21Q: 3 clusters Score -1.390866e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -13908994.000000 Penalty: 5707.131348
	Iteration 22Q: 3 clusters Score -1.390899e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88470 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -13909286.000000 Penalty: 5707.131348
	Iteration 23Q: 3 clusters Score -1.390929e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -13909563.000000 Penalty: 5707.131348
	Iteration 24Q: 3 clusters Score -1.390956e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -13909805.000000 Penalty: 5707.131348
	Iteration 25Q: 3 clusters Score -1.39098e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -13910016.000000 Penalty: 5707.131348
	Iteration 26Q: 3 clusters Score -1.391002e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92185 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -13910219.000000 Penalty: 5707.131348
	Iteration 27Q: 3 clusters Score -1.391022e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -13910381.000000 Penalty: 5707.131348
	Iteration 28Q: 3 clusters Score -1.391038e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -13910477.000000 Penalty: 5707.131348
	Iteration 29Q: 3 clusters Score -1.391048e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -13910585.000000 Penalty: 5707.131348
	Iteration 30Q: 3 clusters Score -1.391058e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94752 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -13910692.000000 Penalty: 5707.131348
	Iteration 31Q: 3 clusters Score -1.391069e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -13910810.000000 Penalty: 5707.131348
	Iteration 32Q: 3 clusters Score -1.391081e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95698 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -13910920.000000 Penalty: 5707.131348
	Iteration 33Q: 3 clusters Score -1.391092e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96117 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -13911006.000000 Penalty: 5707.131348
	Iteration 34Q: 3 clusters Score -1.391101e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -13911123.000000 Penalty: 5707.131348
	Iteration 35Q: 3 clusters Score -1.391112e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96835 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -13911210.000000 Penalty: 5707.131348
	Iteration 36Q: 3 clusters Score -1.391121e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97098 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13911268.000000 Penalty: 5707.131348
	Iteration 37Q: 3 clusters Score -1.391127e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -13911294.000000 Penalty: 5707.131348
	Iteration 38Q: 3 clusters Score -1.391129e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -13911330.000000 Penalty: 5707.131348
	Iteration 39Q: 3 clusters Score -1.391133e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13911378.000000 Penalty: 5707.131348
	Iteration 40F: 3 clusters Score -1.391138e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97789 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13911387.000000 Penalty: 5707.131348
	Iteration 41Q: 3 clusters Score -1.391139e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -13911414.000000 Penalty: 5707.131348
	Iteration 42Q: 3 clusters Score -1.391141e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13911419.000000 Penalty: 5707.131348
	Iteration 43Q: 3 clusters Score -1.391142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13911444.000000 Penalty: 5707.131348
	Iteration 44Q: 3 clusters Score -1.391144e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98095 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -13911454.000000 Penalty: 5707.131348
	Iteration 45Q: 3 clusters Score -1.391145e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -13911457.000000 Penalty: 5707.131348
	Iteration 46Q: 3 clusters Score -1.391146e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13911463.000000 Penalty: 5707.131348
	Iteration 47Q: 3 clusters Score -1.391146e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98216 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -13911458.000000 Penalty: 5707.131348
	Iteration 48Q: 3 clusters Score -1.391146e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13911481.000000 Penalty: 5707.131348
	Iteration 49Q: 3 clusters Score -1.391148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -13911489.000000 Penalty: 5707.131348
	Iteration 50Q: 3 clusters Score -1.391149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -13911497.000000 Penalty: 5707.131348
	Iteration 51Q: 3 clusters Score -1.39115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -13911503.000000 Penalty: 5707.131348
	Iteration 52Q: 3 clusters Score -1.39115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -13911518.000000 Penalty: 5707.131348
	Iteration 53Q: 3 clusters Score -1.391152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -13911514.000000 Penalty: 5707.131348
	Iteration 54Q: 3 clusters Score -1.391151e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -13911534.000000 Penalty: 5707.131348
	Iteration 55Q: 3 clusters Score -1.391153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98363 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -13911527.000000 Penalty: 5707.131348
	Iteration 56Q: 3 clusters Score -1.391153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98368 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13911528.000000 Penalty: 5707.131348
	Iteration 57Q: 3 clusters Score -1.391153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98374 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -13911521.000000 Penalty: 5707.131348
	Iteration 58Q: 3 clusters Score -1.391152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98381 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13911526.000000 Penalty: 5707.131348
	Iteration 59Q: 3 clusters Score -1.391153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -13911538.000000 Penalty: 5707.131348
	Iteration 60F: 3 clusters Score -1.391154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98388 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13911542.000000 Penalty: 5707.131348
	Iteration 61Q: 3 clusters Score -1.391154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -13911542.000000 Penalty: 5707.131348
	Iteration 62Q: 3 clusters Score -1.391154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98391 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13911540.000000 Penalty: 5707.131348
	Iteration 63Q: 3 clusters Score -1.391154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -13911544.000000 Penalty: 5707.131348
	Iteration 64Q: 3 clusters Score -1.391154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98401 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13911546.000000 Penalty: 5707.131348
	Iteration 65Q: 3 clusters Score -1.391155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13911545.000000 Penalty: 5707.131348
	Iteration 66Q: 3 clusters Score -1.391154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98402 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -13911545.000000 Penalty: 5707.131348
	Iteration 67F: 3 clusters Score -1.391154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -41079.281250 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -41079.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -39812.710938 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -39812.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39933.089844 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -39933.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -40011.117188 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -40011.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40057.621094 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -40057.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40081.984375 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -40081.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40105.437500 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -40105.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40111.988281 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -40111.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -40121.886719 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -40121.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -40144.628906 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -40144.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -40186.335938 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -40186.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -40207.648438 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -40207.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40218.222656 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -40218.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -40218.222656 Penalty: 2905.534668
	Iteration 12F: 3 clusters Score -40218.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (155122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155122 members 
Entering Unmasked Estep 
Score: -21642044.000000 Penalty: 2964.087891
	Iteration 0F: 2 clusters Score -2.164204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77702 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -21539592.000000 Penalty: 5928.175781
	Iteration 0F: 3 clusters Score -2.153959e+07 nChanged 74333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 75335 members 
Entering Unmasked Estep 
Score: -21582192.000000 Penalty: 5928.175781
	Iteration 1F: 3 clusters Score -2.158219e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 73634 members 
Entering Unmasked Estep 
Score: -21582982.000000 Penalty: 5928.175781
	Iteration 2Q: 3 clusters Score -2.158298e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -21584072.000000 Penalty: 5928.175781
	Iteration 3Q: 3 clusters Score -2.158407e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88039 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -21585422.000000 Penalty: 5928.175781
	Iteration 4Q: 3 clusters Score -2.158542e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93792 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -21587704.000000 Penalty: 5928.175781
	Iteration 5Q: 3 clusters Score -2.15877e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102001 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -21592026.000000 Penalty: 5928.175781
	Iteration 6F: 3 clusters Score -2.159203e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113322 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -21599932.000000 Penalty: 5928.175781
	Iteration 7F: 3 clusters Score -2.159993e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -21612096.000000 Penalty: 5928.175781
	Iteration 8F: 3 clusters Score -2.16121e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140432 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -21625364.000000 Penalty: 5928.175781
	Iteration 9F: 3 clusters Score -2.162536e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149622 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -21635006.000000 Penalty: 5928.175781
	Iteration 10F: 3 clusters Score -2.163501e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153609 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -21638252.000000 Penalty: 5928.175781
	Iteration 11Q: 3 clusters Score -2.163825e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -21639046.000000 Penalty: 5928.175781
	Iteration 12Q: 3 clusters Score -2.163905e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -21639240.000000 Penalty: 5928.175781
	Iteration 13Q: 3 clusters Score -2.163924e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -21639330.000000 Penalty: 5928.175781
	Iteration 14Q: 3 clusters Score -2.163933e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21639370.000000 Penalty: 5928.175781
	Iteration 15Q: 3 clusters Score -2.163937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -21639402.000000 Penalty: 5928.175781
	Iteration 16Q: 3 clusters Score -2.16394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154936 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21639406.000000 Penalty: 5928.175781
	Iteration 17Q: 3 clusters Score -2.163941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21639430.000000 Penalty: 5928.175781
	Iteration 18Q: 3 clusters Score -2.163943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154939 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -21639424.000000 Penalty: 5928.175781
	Iteration 19Q: 3 clusters Score -2.163942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154938 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21639446.000000 Penalty: 5928.175781
	Iteration 20F: 3 clusters Score -2.163945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -21639430.000000 Penalty: 5928.175781
	Iteration 21Q: 3 clusters Score -2.163943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21639434.000000 Penalty: 5928.175781
	Iteration 22Q: 3 clusters Score -2.163943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154943 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21639426.000000 Penalty: 5928.175781
	Iteration 23Q: 3 clusters Score -2.163943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154943 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21639426.000000 Penalty: 5928.175781
	Iteration 24F: 3 clusters Score -2.163943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Entering Unmasked Estep 
Score: -1202854.500000 Penalty: 2247.250000
	Iteration 0F: 2 clusters Score -1202854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1196034.000000 Penalty: 4494.500000
	Iteration 0F: 3 clusters Score -1196034 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1197896.750000 Penalty: 4494.500000
	Iteration 1F: 3 clusters Score -1197897 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1198226.125000 Penalty: 4494.500000
	Iteration 2F: 3 clusters Score -1198226 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1198484.000000 Penalty: 4494.500000
	Iteration 3F: 3 clusters Score -1198484 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1198687.625000 Penalty: 4494.500000
	Iteration 4Q: 3 clusters Score -1198688 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1198867.875000 Penalty: 4494.500000
	Iteration 5Q: 3 clusters Score -1198868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1199029.500000 Penalty: 4494.500000
	Iteration 6Q: 3 clusters Score -1199030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1199192.000000 Penalty: 4494.500000
	Iteration 7Q: 3 clusters Score -1199192 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1199333.125000 Penalty: 4494.500000
	Iteration 8Q: 3 clusters Score -1199333 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1199437.000000 Penalty: 4494.500000
	Iteration 9Q: 3 clusters Score -1199437 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1199533.625000 Penalty: 4494.500000
	Iteration 10Q: 3 clusters Score -1199534 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1199614.000000 Penalty: 4494.500000
	Iteration 11Q: 3 clusters Score -1199614 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1199685.125000 Penalty: 4494.500000
	Iteration 12Q: 3 clusters Score -1199685 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1199736.625000 Penalty: 4494.500000
	Iteration 13Q: 3 clusters Score -1199737 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1199782.875000 Penalty: 4494.500000
	Iteration 14Q: 3 clusters Score -1199783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1199822.375000 Penalty: 4494.500000
	Iteration 15Q: 3 clusters Score -1199822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1199856.250000 Penalty: 4494.500000
	Iteration 16Q: 3 clusters Score -1199856 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1199895.250000 Penalty: 4494.500000
	Iteration 17Q: 3 clusters Score -1199895 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1199932.250000 Penalty: 4494.500000
	Iteration 18Q: 3 clusters Score -1199932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1199967.000000 Penalty: 4494.500000
	Iteration 19Q: 3 clusters Score -1199967 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1200003.000000 Penalty: 4494.500000
	Iteration 20F: 3 clusters Score -1200003 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1200051.250000 Penalty: 4494.500000
	Iteration 21Q: 3 clusters Score -1200051 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1200098.750000 Penalty: 4494.500000
	Iteration 22Q: 3 clusters Score -1200099 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1200150.250000 Penalty: 4494.500000
	Iteration 23Q: 3 clusters Score -1200150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1200190.250000 Penalty: 4494.500000
	Iteration 24Q: 3 clusters Score -1200190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1200231.375000 Penalty: 4494.500000
	Iteration 25Q: 3 clusters Score -1200231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1200285.125000 Penalty: 4494.500000
	Iteration 26Q: 3 clusters Score -1200285 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1200331.375000 Penalty: 4494.500000
	Iteration 27Q: 3 clusters Score -1200331 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1200369.125000 Penalty: 4494.500000
	Iteration 28Q: 3 clusters Score -1200369 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1200401.000000 Penalty: 4494.500000
	Iteration 29Q: 3 clusters Score -1200401 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1200423.375000 Penalty: 4494.500000
	Iteration 30Q: 3 clusters Score -1200423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1200442.750000 Penalty: 4494.500000
	Iteration 31Q: 3 clusters Score -1200443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1200454.625000 Penalty: 4494.500000
	Iteration 32Q: 3 clusters Score -1200455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1200467.750000 Penalty: 4494.500000
	Iteration 33Q: 3 clusters Score -1200468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1200475.750000 Penalty: 4494.500000
	Iteration 34Q: 3 clusters Score -1200476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1200477.000000 Penalty: 4494.500000
	Iteration 35Q: 3 clusters Score -1200477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1200489.000000 Penalty: 4494.500000
	Iteration 36Q: 3 clusters Score -1200489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1200489.250000 Penalty: 4494.500000
	Iteration 37Q: 3 clusters Score -1200489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1200496.000000 Penalty: 4494.500000
	Iteration 38Q: 3 clusters Score -1200496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1200502.875000 Penalty: 4494.500000
	Iteration 39Q: 3 clusters Score -1200503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1200505.625000 Penalty: 4494.500000
	Iteration 40F: 3 clusters Score -1200506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1200507.500000 Penalty: 4494.500000
	Iteration 41Q: 3 clusters Score -1200508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1200511.000000 Penalty: 4494.500000
	Iteration 42Q: 3 clusters Score -1200511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1200514.000000 Penalty: 4494.500000
	Iteration 43Q: 3 clusters Score -1200514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1200521.375000 Penalty: 4494.500000
	Iteration 44Q: 3 clusters Score -1200521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1200521.750000 Penalty: 4494.500000
	Iteration 45Q: 3 clusters Score -1200522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1200523.125000 Penalty: 4494.500000
	Iteration 46Q: 3 clusters Score -1200523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1200524.000000 Penalty: 4494.500000
	Iteration 47Q: 3 clusters Score -1200524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1200525.750000 Penalty: 4494.500000
	Iteration 48Q: 3 clusters Score -1200526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1200531.375000 Penalty: 4494.500000
	Iteration 49Q: 3 clusters Score -1200531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1200534.375000 Penalty: 4494.500000
	Iteration 50Q: 3 clusters Score -1200534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1200534.250000 Penalty: 4494.500000
	Iteration 51Q: 3 clusters Score -1200534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1200534.375000 Penalty: 4494.500000
	Iteration 52Q: 3 clusters Score -1200534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1200536.000000 Penalty: 4494.500000
	Iteration 53Q: 3 clusters Score -1200536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1200538.375000 Penalty: 4494.500000
	Iteration 54Q: 3 clusters Score -1200538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1200537.750000 Penalty: 4494.500000
	Iteration 55Q: 3 clusters Score -1200538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1200538.500000 Penalty: 4494.500000
	Iteration 56Q: 3 clusters Score -1200538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1200540.875000 Penalty: 4494.500000
	Iteration 57Q: 3 clusters Score -1200541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1200542.250000 Penalty: 4494.500000
	Iteration 58Q: 3 clusters Score -1200542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1200546.000000 Penalty: 4494.500000
	Iteration 59Q: 3 clusters Score -1200546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1200548.250000 Penalty: 4494.500000
	Iteration 60F: 3 clusters Score -1200548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1200546.875000 Penalty: 4494.500000
	Iteration 61Q: 3 clusters Score -1200547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1200547.375000 Penalty: 4494.500000
	Iteration 62Q: 3 clusters Score -1200547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1200546.750000 Penalty: 4494.500000
	Iteration 63Q: 3 clusters Score -1200547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1200546.375000 Penalty: 4494.500000
	Iteration 64Q: 3 clusters Score -1200546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1200547.875000 Penalty: 4494.500000
	Iteration 65Q: 3 clusters Score -1200548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1200551.000000 Penalty: 4494.500000
	Iteration 66Q: 3 clusters Score -1200551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1200550.125000 Penalty: 4494.500000
	Iteration 67Q: 3 clusters Score -1200550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1200552.250000 Penalty: 4494.500000
	Iteration 68Q: 3 clusters Score -1200552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1200554.000000 Penalty: 4494.500000
	Iteration 69Q: 3 clusters Score -1200554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1200552.625000 Penalty: 4494.500000
	Iteration 70Q: 3 clusters Score -1200553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1200554.375000 Penalty: 4494.500000
	Iteration 71Q: 3 clusters Score -1200554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1200552.625000 Penalty: 4494.500000
	Iteration 72Q: 3 clusters Score -1200553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1200552.750000 Penalty: 4494.500000
	Iteration 73Q: 3 clusters Score -1200553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1200552.500000 Penalty: 4494.500000
	Iteration 74Q: 3 clusters Score -1200552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1200556.625000 Penalty: 4494.500000
	Iteration 75Q: 3 clusters Score -1200557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1200556.875000 Penalty: 4494.500000
	Iteration 76Q: 3 clusters Score -1200557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1200558.750000 Penalty: 4494.500000
	Iteration 77Q: 3 clusters Score -1200559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1200558.000000 Penalty: 4494.500000
	Iteration 78Q: 3 clusters Score -1200558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1200559.125000 Penalty: 4494.500000
	Iteration 79Q: 3 clusters Score -1200559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1200563.500000 Penalty: 4494.500000
	Iteration 80F: 3 clusters Score -1200564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1200561.500000 Penalty: 4494.500000
	Iteration 81Q: 3 clusters Score -1200562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1200562.250000 Penalty: 4494.500000
	Iteration 82Q: 3 clusters Score -1200562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1200561.125000 Penalty: 4494.500000
	Iteration 83Q: 3 clusters Score -1200561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1200561.750000 Penalty: 4494.500000
	Iteration 84Q: 3 clusters Score -1200562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1200562.000000 Penalty: 4494.500000
	Iteration 85Q: 3 clusters Score -1200562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1200563.250000 Penalty: 4494.500000
	Iteration 86Q: 3 clusters Score -1200563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1200560.500000 Penalty: 4494.500000
	Iteration 87Q: 3 clusters Score -1200560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1200562.375000 Penalty: 4494.500000
	Iteration 88Q: 3 clusters Score -1200562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1200562.750000 Penalty: 4494.500000
	Iteration 89Q: 3 clusters Score -1200563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1200561.500000 Penalty: 4494.500000
	Iteration 90Q: 3 clusters Score -1200562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1200561.500000 Penalty: 4494.500000
	Iteration 91F: 3 clusters Score -1200562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -271049.500000 Penalty: 1879.253174
	Iteration 0F: 2 clusters Score -271049.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -268451.718750 Penalty: 3758.506348
	Iteration 0F: 3 clusters Score -268451.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -268872.718750 Penalty: 3758.506348
	Iteration 1F: 3 clusters Score -268872.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -268996.375000 Penalty: 3758.506348
	Iteration 2F: 3 clusters Score -268996.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -269067.781250 Penalty: 3758.506348
	Iteration 3Q: 3 clusters Score -269067.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -269107.312500 Penalty: 3758.506348
	Iteration 4Q: 3 clusters Score -269107.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269132.343750 Penalty: 3758.506348
	Iteration 5Q: 3 clusters Score -269132.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269148.781250 Penalty: 3758.506348
	Iteration 6Q: 3 clusters Score -269148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269162.250000 Penalty: 3758.506348
	Iteration 7Q: 3 clusters Score -269162.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -269175.031250 Penalty: 3758.506348
	Iteration 8Q: 3 clusters Score -269175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269184.125000 Penalty: 3758.506348
	Iteration 9Q: 3 clusters Score -269184.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -269191.906250 Penalty: 3758.506348
	Iteration 10Q: 3 clusters Score -269191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -269196.000000 Penalty: 3758.506348
	Iteration 11Q: 3 clusters Score -269196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269199.062500 Penalty: 3758.506348
	Iteration 12Q: 3 clusters Score -269199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -269202.718750 Penalty: 3758.506348
	Iteration 13Q: 3 clusters Score -269202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269205.875000 Penalty: 3758.506348
	Iteration 14Q: 3 clusters Score -269205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -269213.593750 Penalty: 3758.506348
	Iteration 15Q: 3 clusters Score -269213.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269217.000000 Penalty: 3758.506348
	Iteration 16Q: 3 clusters Score -269217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269221.093750 Penalty: 3758.506348
	Iteration 17Q: 3 clusters Score -269221.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269221.437500 Penalty: 3758.506348
	Iteration 18Q: 3 clusters Score -269221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269221.593750 Penalty: 3758.506348
	Iteration 19Q: 3 clusters Score -269221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -269221.593750 Penalty: 3758.506348
	Iteration 20F: 3 clusters Score -269221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Entering Unmasked Estep 
Score: -3714912.500000 Penalty: 2533.294678
	Iteration 0F: 2 clusters Score -3714912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -3696006.250000 Penalty: 5066.589355
	Iteration 0F: 3 clusters Score -3696006 nChanged 12352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3702711.250000 Penalty: 5066.589355
	Iteration 1F: 3 clusters Score -3702711 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -3703206.000000 Penalty: 5066.589355
	Iteration 2Q: 3 clusters Score -3703206 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3703594.500000 Penalty: 5066.589355
	Iteration 3Q: 3 clusters Score -3703594 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -3703964.750000 Penalty: 5066.589355
	Iteration 4Q: 3 clusters Score -3703965 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3704272.250000 Penalty: 5066.589355
	Iteration 5Q: 3 clusters Score -3704272 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3704745.250000 Penalty: 5066.589355
	Iteration 6Q: 3 clusters Score -3704745 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -3705423.000000 Penalty: 5066.589355
	Iteration 7Q: 3 clusters Score -3705423 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3706368.000000 Penalty: 5066.589355
	Iteration 8Q: 3 clusters Score -3706368 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3707382.250000 Penalty: 5066.589355
	Iteration 9Q: 3 clusters Score -3707382 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3708370.000000 Penalty: 5066.589355
	Iteration 10Q: 3 clusters Score -3708370 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3709302.250000 Penalty: 5066.589355
	Iteration 11Q: 3 clusters Score -3709302 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3710018.250000 Penalty: 5066.589355
	Iteration 12Q: 3 clusters Score -3710018 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3710653.500000 Penalty: 5066.589355
	Iteration 13Q: 3 clusters Score -3710654 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3711129.250000 Penalty: 5066.589355
	Iteration 14Q: 3 clusters Score -3711129 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3711470.250000 Penalty: 5066.589355
	Iteration 15Q: 3 clusters Score -3711470 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3711691.250000 Penalty: 5066.589355
	Iteration 16Q: 3 clusters Score -3711691 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -3711908.250000 Penalty: 5066.589355
	Iteration 17Q: 3 clusters Score -3711908 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3712069.250000 Penalty: 5066.589355
	Iteration 18Q: 3 clusters Score -3712069 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3712192.500000 Penalty: 5066.589355
	Iteration 19Q: 3 clusters Score -3712192 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3712294.250000 Penalty: 5066.589355
	Iteration 20F: 3 clusters Score -3712294 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3712379.000000 Penalty: 5066.589355
	Iteration 21Q: 3 clusters Score -3712379 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3712444.000000 Penalty: 5066.589355
	Iteration 22Q: 3 clusters Score -3712444 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3712508.250000 Penalty: 5066.589355
	Iteration 23Q: 3 clusters Score -3712508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3712559.250000 Penalty: 5066.589355
	Iteration 24Q: 3 clusters Score -3712559 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3712601.750000 Penalty: 5066.589355
	Iteration 25Q: 3 clusters Score -3712602 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3712635.500000 Penalty: 5066.589355
	Iteration 26Q: 3 clusters Score -3712636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3712661.500000 Penalty: 5066.589355
	Iteration 27Q: 3 clusters Score -3712662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3712683.250000 Penalty: 5066.589355
	Iteration 28Q: 3 clusters Score -3712683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3712712.250000 Penalty: 5066.589355
	Iteration 29Q: 3 clusters Score -3712712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3712736.750000 Penalty: 5066.589355
	Iteration 30Q: 3 clusters Score -3712737 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3712755.250000 Penalty: 5066.589355
	Iteration 31Q: 3 clusters Score -3712755 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3712777.500000 Penalty: 5066.589355
	Iteration 32Q: 3 clusters Score -3712778 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3712802.250000 Penalty: 5066.589355
	Iteration 33Q: 3 clusters Score -3712802 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3712808.250000 Penalty: 5066.589355
	Iteration 34Q: 3 clusters Score -3712808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3712820.500000 Penalty: 5066.589355
	Iteration 35Q: 3 clusters Score -3712820 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3712829.250000 Penalty: 5066.589355
	Iteration 36Q: 3 clusters Score -3712829 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3712849.500000 Penalty: 5066.589355
	Iteration 37Q: 3 clusters Score -3712850 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3712871.500000 Penalty: 5066.589355
	Iteration 38Q: 3 clusters Score -3712872 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3712877.500000 Penalty: 5066.589355
	Iteration 39Q: 3 clusters Score -3712878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3712877.250000 Penalty: 5066.589355
	Iteration 40F: 3 clusters Score -3712877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3712882.750000 Penalty: 5066.589355
	Iteration 41Q: 3 clusters Score -3712883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3712889.750000 Penalty: 5066.589355
	Iteration 42Q: 3 clusters Score -3712890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3712898.750000 Penalty: 5066.589355
	Iteration 43Q: 3 clusters Score -3712899 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3712898.500000 Penalty: 5066.589355
	Iteration 44Q: 3 clusters Score -3712898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3712899.000000 Penalty: 5066.589355
	Iteration 45Q: 3 clusters Score -3712899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3712908.750000 Penalty: 5066.589355
	Iteration 46Q: 3 clusters Score -3712909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3712910.750000 Penalty: 5066.589355
	Iteration 47Q: 3 clusters Score -3712911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3712913.750000 Penalty: 5066.589355
	Iteration 48Q: 3 clusters Score -3712914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3712915.000000 Penalty: 5066.589355
	Iteration 49Q: 3 clusters Score -3712915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3712917.750000 Penalty: 5066.589355
	Iteration 50Q: 3 clusters Score -3712918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -3712919.750000 Penalty: 5066.589355
	Iteration 51Q: 3 clusters Score -3712920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3712917.750000 Penalty: 5066.589355
	Iteration 52Q: 3 clusters Score -3712918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3712912.000000 Penalty: 5066.589355
	Iteration 53Q: 3 clusters Score -3712912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3712913.250000 Penalty: 5066.589355
	Iteration 54Q: 3 clusters Score -3712913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3712926.500000 Penalty: 5066.589355
	Iteration 55Q: 3 clusters Score -3712926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3712923.000000 Penalty: 5066.589355
	Iteration 56Q: 3 clusters Score -3712923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3712931.000000 Penalty: 5066.589355
	Iteration 57Q: 3 clusters Score -3712931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3712931.250000 Penalty: 5066.589355
	Iteration 58Q: 3 clusters Score -3712931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3712930.750000 Penalty: 5066.589355
	Iteration 59Q: 3 clusters Score -3712931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3712933.500000 Penalty: 5066.589355
	Iteration 60F: 3 clusters Score -3712934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3712926.750000 Penalty: 5066.589355
	Iteration 61Q: 3 clusters Score -3712927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3712930.500000 Penalty: 5066.589355
	Iteration 62Q: 3 clusters Score -3712930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3712934.500000 Penalty: 5066.589355
	Iteration 63Q: 3 clusters Score -3712934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3712932.750000 Penalty: 5066.589355
	Iteration 64Q: 3 clusters Score -3712933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -3712929.750000 Penalty: 5066.589355
	Iteration 65Q: 3 clusters Score -3712930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3712929.750000 Penalty: 5066.589355
	Iteration 66Q: 3 clusters Score -3712930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3712933.000000 Penalty: 5066.589355
	Iteration 67Q: 3 clusters Score -3712933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3712936.750000 Penalty: 5066.589355
	Iteration 68Q: 3 clusters Score -3712937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3712936.750000 Penalty: 5066.589355
	Iteration 69Q: 3 clusters Score -3712937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3712936.750000 Penalty: 5066.589355
	Iteration 70F: 3 clusters Score -3712937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -2282613.000000 Penalty: 2402.409180
	Iteration 0F: 2 clusters Score -2282613 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 8000 members 
Entering Unmasked Estep 
Score: -2271069.750000 Penalty: 4804.818359
	Iteration 0F: 3 clusters Score -2271070 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2274873.250000 Penalty: 4804.818359
	Iteration 1F: 3 clusters Score -2274873 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2275361.750000 Penalty: 4804.818359
	Iteration 2F: 3 clusters Score -2275362 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2275781.250000 Penalty: 4804.818359
	Iteration 3F: 3 clusters Score -2275781 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2276181.750000 Penalty: 4804.818359
	Iteration 4F: 3 clusters Score -2276182 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2276554.750000 Penalty: 4804.818359
	Iteration 5Q: 3 clusters Score -2276555 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2276949.500000 Penalty: 4804.818359
	Iteration 6Q: 3 clusters Score -2276950 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2277375.500000 Penalty: 4804.818359
	Iteration 7Q: 3 clusters Score -2277376 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -2277847.250000 Penalty: 4804.818359
	Iteration 8Q: 3 clusters Score -2277847 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -2278313.500000 Penalty: 4804.818359
	Iteration 9Q: 3 clusters Score -2278314 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2278742.500000 Penalty: 4804.818359
	Iteration 10Q: 3 clusters Score -2278742 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2279054.500000 Penalty: 4804.818359
	Iteration 11Q: 3 clusters Score -2279054 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2279265.750000 Penalty: 4804.818359
	Iteration 12Q: 3 clusters Score -2279266 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2279395.250000 Penalty: 4804.818359
	Iteration 13Q: 3 clusters Score -2279395 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2279514.000000 Penalty: 4804.818359
	Iteration 14Q: 3 clusters Score -2279514 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2279623.500000 Penalty: 4804.818359
	Iteration 15Q: 3 clusters Score -2279624 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2279700.000000 Penalty: 4804.818359
	Iteration 16Q: 3 clusters Score -2279700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2279770.750000 Penalty: 4804.818359
	Iteration 17Q: 3 clusters Score -2279771 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2279842.500000 Penalty: 4804.818359
	Iteration 18Q: 3 clusters Score -2279842 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2279899.750000 Penalty: 4804.818359
	Iteration 19Q: 3 clusters Score -2279900 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2279969.500000 Penalty: 4804.818359
	Iteration 20F: 3 clusters Score -2279970 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2280051.250000 Penalty: 4804.818359
	Iteration 21Q: 3 clusters Score -2280051 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2280126.750000 Penalty: 4804.818359
	Iteration 22Q: 3 clusters Score -2280127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2280197.000000 Penalty: 4804.818359
	Iteration 23Q: 3 clusters Score -2280197 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2280262.750000 Penalty: 4804.818359
	Iteration 24Q: 3 clusters Score -2280263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2280317.500000 Penalty: 4804.818359
	Iteration 25Q: 3 clusters Score -2280318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2280379.750000 Penalty: 4804.818359
	Iteration 26Q: 3 clusters Score -2280380 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2280434.750000 Penalty: 4804.818359
	Iteration 27Q: 3 clusters Score -2280435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2280481.250000 Penalty: 4804.818359
	Iteration 28Q: 3 clusters Score -2280481 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2280500.000000 Penalty: 4804.818359
	Iteration 29Q: 3 clusters Score -2280500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2280528.000000 Penalty: 4804.818359
	Iteration 30Q: 3 clusters Score -2280528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2280552.000000 Penalty: 4804.818359
	Iteration 31Q: 3 clusters Score -2280552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2280568.000000 Penalty: 4804.818359
	Iteration 32Q: 3 clusters Score -2280568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2280582.750000 Penalty: 4804.818359
	Iteration 33Q: 3 clusters Score -2280583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2280594.000000 Penalty: 4804.818359
	Iteration 34Q: 3 clusters Score -2280594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2280606.500000 Penalty: 4804.818359
	Iteration 35Q: 3 clusters Score -2280606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2280617.500000 Penalty: 4804.818359
	Iteration 36Q: 3 clusters Score -2280618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2280626.750000 Penalty: 4804.818359
	Iteration 37Q: 3 clusters Score -2280627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2280630.250000 Penalty: 4804.818359
	Iteration 38Q: 3 clusters Score -2280630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2280632.500000 Penalty: 4804.818359
	Iteration 39Q: 3 clusters Score -2280632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2280633.500000 Penalty: 4804.818359
	Iteration 40F: 3 clusters Score -2280634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2280634.250000 Penalty: 4804.818359
	Iteration 41Q: 3 clusters Score -2280634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2280635.250000 Penalty: 4804.818359
	Iteration 42Q: 3 clusters Score -2280635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2280636.750000 Penalty: 4804.818359
	Iteration 43Q: 3 clusters Score -2280637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2280635.500000 Penalty: 4804.818359
	Iteration 44Q: 3 clusters Score -2280636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2280634.500000 Penalty: 4804.818359
	Iteration 45Q: 3 clusters Score -2280634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2280634.500000 Penalty: 4804.818359
	Iteration 46F: 3 clusters Score -2280634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (96699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Entering Unmasked Estep 
Score: -13600498.000000 Penalty: 2846.880859
	Iteration 0F: 2 clusters Score -1.36005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -13537009.000000 Penalty: 5693.761719
	Iteration 0F: 3 clusters Score -1.353701e+07 nChanged 45493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -13563358.000000 Penalty: 5693.761719
	Iteration 1F: 3 clusters Score -1.356336e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -13565068.000000 Penalty: 5693.761719
	Iteration 2Q: 3 clusters Score -1.356507e+07 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
Score: -13568135.000000 Penalty: 5693.761719
	Iteration 3F: 3 clusters Score -1.356814e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -13573267.000000 Penalty: 5693.761719
	Iteration 4F: 3 clusters Score -1.357327e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -13581038.000000 Penalty: 5693.761719
	Iteration 5F: 3 clusters Score -1.358104e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -13589305.000000 Penalty: 5693.761719
	Iteration 6F: 3 clusters Score -1.35893e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -13594929.000000 Penalty: 5693.761719
	Iteration 7F: 3 clusters Score -1.359493e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -13597363.000000 Penalty: 5693.761719
	Iteration 8Q: 3 clusters Score -1.359736e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -13598174.000000 Penalty: 5693.761719
	Iteration 9Q: 3 clusters Score -1.359817e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -13598464.000000 Penalty: 5693.761719
	Iteration 10Q: 3 clusters Score -1.359846e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 96219 members 
Entering Unmasked Estep 
Score: -13598548.000000 Penalty: 5693.761719
	Iteration 11Q: 3 clusters Score -1.359855e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -13598651.000000 Penalty: 5693.761719
	Iteration 12Q: 3 clusters Score -1.359865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 96265 members 
Entering Unmasked Estep 
Score: -13598683.000000 Penalty: 5693.761719
	Iteration 13Q: 3 clusters Score -1.359868e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -13598687.000000 Penalty: 5693.761719
	Iteration 14Q: 3 clusters Score -1.359869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -13598707.000000 Penalty: 5693.761719
	Iteration 15Q: 3 clusters Score -1.359871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -13598718.000000 Penalty: 5693.761719
	Iteration 16Q: 3 clusters Score -1.359872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -13598726.000000 Penalty: 5693.761719
	Iteration 17Q: 3 clusters Score -1.359873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -13598712.000000 Penalty: 5693.761719
	Iteration 18Q: 3 clusters Score -1.359871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 96283 members 
Entering Unmasked Estep 
Score: -13598712.000000 Penalty: 5693.761719
	Iteration 19Q: 3 clusters Score -1.359871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 96281 members 
Entering Unmasked Estep 
Score: -13598716.000000 Penalty: 5693.761719
	Iteration 20F: 3 clusters Score -1.359872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -13598718.000000 Penalty: 5693.761719
	Iteration 21Q: 3 clusters Score -1.359872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 96280 members 
Entering Unmasked Estep 
Score: -13598718.000000 Penalty: 5693.761719
	Iteration 22F: 3 clusters Score -1.359872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -39423.945312 Penalty: 1441.162964
	Iteration 0F: 2 clusters Score -39423.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38159.316406 Penalty: 2882.325928
	Iteration 0F: 3 clusters Score -38159.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -38332.105469 Penalty: 2882.325928
	Iteration 1F: 3 clusters Score -38332.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -38373.746094 Penalty: 2882.325928
	Iteration 2Q: 3 clusters Score -38373.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -38391.152344 Penalty: 2882.325928
	Iteration 3Q: 3 clusters Score -38391.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -38392.648438 Penalty: 2882.325928
	Iteration 4Q: 3 clusters Score -38392.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -38394.679688 Penalty: 2882.325928
	Iteration 5Q: 3 clusters Score -38394.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -38405.121094 Penalty: 2882.325928
	Iteration 6Q: 3 clusters Score -38405.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38420.578125 Penalty: 2882.325928
	Iteration 7Q: 3 clusters Score -38420.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38442.070312 Penalty: 2882.325928
	Iteration 8Q: 3 clusters Score -38442.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -38470.300781 Penalty: 2882.325928
	Iteration 9Q: 3 clusters Score -38470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -38506.539062 Penalty: 2882.325928
	Iteration 10Q: 3 clusters Score -38506.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -38543.636719 Penalty: 2882.325928
	Iteration 11Q: 3 clusters Score -38543.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -38586.164062 Penalty: 2882.325928
	Iteration 12Q: 3 clusters Score -38586.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -38662.351562 Penalty: 2882.325928
	Iteration 13Q: 3 clusters Score -38662.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -38724.339844 Penalty: 2882.325928
	Iteration 14Q: 3 clusters Score -38724.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -38741.089844 Penalty: 2882.325928
	Iteration 15Q: 3 clusters Score -38741.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38758.445312 Penalty: 2882.325928
	Iteration 16Q: 3 clusters Score -38758.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -38767.742188 Penalty: 2882.325928
	Iteration 17Q: 3 clusters Score -38767.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -38769.542969 Penalty: 2882.325928
	Iteration 18Q: 3 clusters Score -38769.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -38771.382812 Penalty: 2882.325928
	Iteration 19Q: 3 clusters Score -38771.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -38773.187500 Penalty: 2882.325928
	Iteration 20F: 3 clusters Score -38773.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Entering Unmasked Estep 
Score: -4161870.750000 Penalty: 2551.145752
	Iteration 0F: 2 clusters Score -4161871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4141860.500000 Penalty: 5102.291504
	Iteration 0F: 3 clusters Score -4141860 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4148890.500000 Penalty: 5102.291504
	Iteration 1F: 3 clusters Score -4148890 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -4149395.500000 Penalty: 5102.291504
	Iteration 2Q: 3 clusters Score -4149396 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -4149965.750000 Penalty: 5102.291504
	Iteration 3Q: 3 clusters Score -4149966 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4150773.500000 Penalty: 5102.291504
	Iteration 4F: 3 clusters Score -4150774 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -4151930.250000 Penalty: 5102.291504
	Iteration 5F: 3 clusters Score -4151930 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4153539.500000 Penalty: 5102.291504
	Iteration 6F: 3 clusters Score -4153540 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4155428.500000 Penalty: 5102.291504
	Iteration 7F: 3 clusters Score -4155428 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4157245.000000 Penalty: 5102.291504
	Iteration 8F: 3 clusters Score -4157245 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4158482.250000 Penalty: 5102.291504
	Iteration 9Q: 3 clusters Score -4158482 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4159114.000000 Penalty: 5102.291504
	Iteration 10Q: 3 clusters Score -4159114 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4159406.750000 Penalty: 5102.291504
	Iteration 11Q: 3 clusters Score -4159407 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4159514.500000 Penalty: 5102.291504
	Iteration 12Q: 3 clusters Score -4159514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4159580.000000 Penalty: 5102.291504
	Iteration 13Q: 3 clusters Score -4159580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4159622.750000 Penalty: 5102.291504
	Iteration 14Q: 3 clusters Score -4159623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4159642.750000 Penalty: 5102.291504
	Iteration 15Q: 3 clusters Score -4159643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4159657.500000 Penalty: 5102.291504
	Iteration 16Q: 3 clusters Score -4159658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4159670.750000 Penalty: 5102.291504
	Iteration 17Q: 3 clusters Score -4159671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4159678.000000 Penalty: 5102.291504
	Iteration 18Q: 3 clusters Score -4159678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4159675.500000 Penalty: 5102.291504
	Iteration 19Q: 3 clusters Score -4159676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4159681.250000 Penalty: 5102.291504
	Iteration 20F: 3 clusters Score -4159681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4159687.250000 Penalty: 5102.291504
	Iteration 21Q: 3 clusters Score -4159687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4159690.500000 Penalty: 5102.291504
	Iteration 22Q: 3 clusters Score -4159690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4159697.250000 Penalty: 5102.291504
	Iteration 23Q: 3 clusters Score -4159697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4159701.500000 Penalty: 5102.291504
	Iteration 24Q: 3 clusters Score -4159702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4159701.750000 Penalty: 5102.291504
	Iteration 25Q: 3 clusters Score -4159702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4159704.500000 Penalty: 5102.291504
	Iteration 26Q: 3 clusters Score -4159704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4159704.500000 Penalty: 5102.291504
	Iteration 27F: 3 clusters Score -4159704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Entering Unmasked Estep 
Score: -101900.250000 Penalty: 1666.614624
	Iteration 0F: 2 clusters Score -101900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -100169.703125 Penalty: 3333.229248
	Iteration 0F: 3 clusters Score -100169.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -100545.195312 Penalty: 3333.229248
	Iteration 1F: 3 clusters Score -100545.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100736.687500 Penalty: 3333.229248
	Iteration 2F: 3 clusters Score -100736.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100872.226562 Penalty: 3333.229248
	Iteration 3F: 3 clusters Score -100872.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -101005.781250 Penalty: 3333.229248
	Iteration 4Q: 3 clusters Score -101005.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -101073.531250 Penalty: 3333.229248
	Iteration 5Q: 3 clusters Score -101073.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -101108.695312 Penalty: 3333.229248
	Iteration 6Q: 3 clusters Score -101108.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101126.421875 Penalty: 3333.229248
	Iteration 7Q: 3 clusters Score -101126.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101146.132812 Penalty: 3333.229248
	Iteration 8Q: 3 clusters Score -101146.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101163.007812 Penalty: 3333.229248
	Iteration 9Q: 3 clusters Score -101163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101183.031250 Penalty: 3333.229248
	Iteration 10Q: 3 clusters Score -101183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101213.882812 Penalty: 3333.229248
	Iteration 11Q: 3 clusters Score -101213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -101235.359375 Penalty: 3333.229248
	Iteration 12Q: 3 clusters Score -101235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101250.171875 Penalty: 3333.229248
	Iteration 13Q: 3 clusters Score -101250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -101264.984375 Penalty: 3333.229248
	Iteration 14Q: 3 clusters Score -101265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -101273.921875 Penalty: 3333.229248
	Iteration 15Q: 3 clusters Score -101273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -101277.968750 Penalty: 3333.229248
	Iteration 16Q: 3 clusters Score -101278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101278.562500 Penalty: 3333.229248
	Iteration 17Q: 3 clusters Score -101278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101278.562500 Penalty: 3333.229248
	Iteration 18F: 3 clusters Score -101278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Entering Unmasked Estep 
Score: -2707371.000000 Penalty: 2444.269287
	Iteration 0F: 2 clusters Score -2707371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2693797.000000 Penalty: 4888.538574
	Iteration 0F: 3 clusters Score -2693797 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2698158.500000 Penalty: 4888.538574
	Iteration 1F: 3 clusters Score -2698158 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2698587.750000 Penalty: 4888.538574
	Iteration 2F: 3 clusters Score -2698588 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2698960.250000 Penalty: 4888.538574
	Iteration 3Q: 3 clusters Score -2698960 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2699355.500000 Penalty: 4888.538574
	Iteration 4Q: 3 clusters Score -2699356 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2699730.500000 Penalty: 4888.538574
	Iteration 5Q: 3 clusters Score -2699730 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2700073.750000 Penalty: 4888.538574
	Iteration 6Q: 3 clusters Score -2700074 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2700490.750000 Penalty: 4888.538574
	Iteration 7Q: 3 clusters Score -2700491 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2700975.500000 Penalty: 4888.538574
	Iteration 8Q: 3 clusters Score -2700976 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2701513.500000 Penalty: 4888.538574
	Iteration 9Q: 3 clusters Score -2701514 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2702179.750000 Penalty: 4888.538574
	Iteration 10F: 3 clusters Score -2702180 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2702916.000000 Penalty: 4888.538574
	Iteration 11F: 3 clusters Score -2702916 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2703539.750000 Penalty: 4888.538574
	Iteration 12Q: 3 clusters Score -2703540 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2704047.250000 Penalty: 4888.538574
	Iteration 13Q: 3 clusters Score -2704047 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2704417.000000 Penalty: 4888.538574
	Iteration 14Q: 3 clusters Score -2704417 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2704688.250000 Penalty: 4888.538574
	Iteration 15Q: 3 clusters Score -2704688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2704833.750000 Penalty: 4888.538574
	Iteration 16Q: 3 clusters Score -2704834 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2704957.750000 Penalty: 4888.538574
	Iteration 17Q: 3 clusters Score -2704958 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2705030.500000 Penalty: 4888.538574
	Iteration 18Q: 3 clusters Score -2705030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2705083.250000 Penalty: 4888.538574
	Iteration 19Q: 3 clusters Score -2705083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2705119.500000 Penalty: 4888.538574
	Iteration 20F: 3 clusters Score -2705120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2705148.500000 Penalty: 4888.538574
	Iteration 21Q: 3 clusters Score -2705148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2705157.000000 Penalty: 4888.538574
	Iteration 22Q: 3 clusters Score -2705157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2705170.500000 Penalty: 4888.538574
	Iteration 23Q: 3 clusters Score -2705170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2705180.000000 Penalty: 4888.538574
	Iteration 24Q: 3 clusters Score -2705180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2705189.000000 Penalty: 4888.538574
	Iteration 25Q: 3 clusters Score -2705189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2705193.250000 Penalty: 4888.538574
	Iteration 26Q: 3 clusters Score -2705193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2705193.750000 Penalty: 4888.538574
	Iteration 27Q: 3 clusters Score -2705194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2705193.250000 Penalty: 4888.538574
	Iteration 28Q: 3 clusters Score -2705193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2705199.750000 Penalty: 4888.538574
	Iteration 29Q: 3 clusters Score -2705200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2705199.500000 Penalty: 4888.538574
	Iteration 30Q: 3 clusters Score -2705200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2705202.000000 Penalty: 4888.538574
	Iteration 31Q: 3 clusters Score -2705202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2705203.250000 Penalty: 4888.538574
	Iteration 32Q: 3 clusters Score -2705203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2705206.000000 Penalty: 4888.538574
	Iteration 33Q: 3 clusters Score -2705206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2705206.000000 Penalty: 4888.538574
	Iteration 34F: 3 clusters Score -2705206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -237862.140625 Penalty: 1858.756592
	Iteration 0F: 2 clusters Score -237862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -235523.671875 Penalty: 3717.513184
	Iteration 0F: 3 clusters Score -235523.7 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236222.203125 Penalty: 3717.513184
	Iteration 1F: 3 clusters Score -236222.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -236561.343750 Penalty: 3717.513184
	Iteration 2F: 3 clusters Score -236561.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -236819.734375 Penalty: 3717.513184
	Iteration 3F: 3 clusters Score -236819.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -237064.500000 Penalty: 3717.513184
	Iteration 4F: 3 clusters Score -237064.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -237285.937500 Penalty: 3717.513184
	Iteration 5Q: 3 clusters Score -237285.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237490.437500 Penalty: 3717.513184
	Iteration 6Q: 3 clusters Score -237490.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237573.437500 Penalty: 3717.513184
	Iteration 7Q: 3 clusters Score -237573.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237609.390625 Penalty: 3717.513184
	Iteration 8Q: 3 clusters Score -237609.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -237629.843750 Penalty: 3717.513184
	Iteration 9Q: 3 clusters Score -237629.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -237650.343750 Penalty: 3717.513184
	Iteration 10Q: 3 clusters Score -237650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -237657.531250 Penalty: 3717.513184
	Iteration 11Q: 3 clusters Score -237657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -237658.843750 Penalty: 3717.513184
	Iteration 12Q: 3 clusters Score -237658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -237658.843750 Penalty: 3717.513184
	Iteration 13F: 3 clusters Score -237658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -264749.750000 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -264749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -262142.500000 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -262142.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -262569.875000 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -262569.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -262668.406250 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -262668.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -262724.781250 Penalty: 3747.728760
	Iteration 3Q: 3 clusters Score -262724.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -262760.593750 Penalty: 3747.728760
	Iteration 4Q: 3 clusters Score -262760.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -262788.593750 Penalty: 3747.728760
	Iteration 5Q: 3 clusters Score -262788.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -262809.187500 Penalty: 3747.728760
	Iteration 6Q: 3 clusters Score -262809.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262823.218750 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -262823.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262830.187500 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -262830.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -262842.625000 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -262842.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -262850.781250 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -262850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -262857.187500 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -262857.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -262867.937500 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -262867.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -262877.718750 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -262877.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -262883.062500 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -262883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -262885.406250 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -262885.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -262888.156250 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -262888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -262890.406250 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -262890.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -262892.062500 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -262892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -262895.125000 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -262895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -262896.781250 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -262896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -262898.687500 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -262898.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -262899.750000 Penalty: 3747.728760
	Iteration 22Q: 3 clusters Score -262899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -262900.156250 Penalty: 3747.728760
	Iteration 23Q: 3 clusters Score -262900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -262900.156250 Penalty: 3747.728760
	Iteration 24F: 3 clusters Score -262900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -35360.277344 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -35360.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34078.289062 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -34078.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34195.820312 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -34195.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34232.773438 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -34232.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34235.125000 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -34235.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34239.679688 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34239.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34242.570312 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -34242.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34242.570312 Penalty: 2793.081055
	Iteration 6F: 3 clusters Score -34242.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Entering Unmasked Estep 
Score: -119567.101562 Penalty: 1704.030640
	Iteration 0F: 2 clusters Score -119567.1 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 497 members 
Entering Unmasked Estep 
Score: -117661.437500 Penalty: 3408.061279
	Iteration 0F: 3 clusters Score -117661.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118055.046875 Penalty: 3408.061279
	Iteration 1F: 3 clusters Score -118055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118358.085938 Penalty: 3408.061279
	Iteration 2F: 3 clusters Score -118358.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118610.273438 Penalty: 3408.061279
	Iteration 3F: 3 clusters Score -118610.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118847.093750 Penalty: 3408.061279
	Iteration 4F: 3 clusters Score -118847.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119042.828125 Penalty: 3408.061279
	Iteration 5Q: 3 clusters Score -119042.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119293.710938 Penalty: 3408.061279
	Iteration 6F: 3 clusters Score -119293.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119558.742188 Penalty: 3408.061279
	Iteration 7Q: 3 clusters Score -119558.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119698.679688 Penalty: 3408.061279
	Iteration 8Q: 3 clusters Score -119698.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119772.421875 Penalty: 3408.061279
	Iteration 9Q: 3 clusters Score -119772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119871.093750 Penalty: 3408.061279
	Iteration 10Q: 3 clusters Score -119871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120364.773438 Penalty: 3408.061279
	Iteration 11Q: 3 clusters Score -120364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120377.023438 Penalty: 3408.061279
	Iteration 12Q: 3 clusters Score -120377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120385.437500 Penalty: 3408.061279
	Iteration 13Q: 3 clusters Score -120385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -120388.234375 Penalty: 3408.061279
	Iteration 14Q: 3 clusters Score -120388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120389.476562 Penalty: 3408.061279
	Iteration 15Q: 3 clusters Score -120389.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120391.906250 Penalty: 3408.061279
	Iteration 16Q: 3 clusters Score -120391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -120397.617188 Penalty: 3408.061279
	Iteration 17Q: 3 clusters Score -120397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120399.023438 Penalty: 3408.061279
	Iteration 18Q: 3 clusters Score -120399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -120399.023438 Penalty: 3408.061279
	Iteration 19F: 3 clusters Score -120399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 121687 members 
Mstep: Class 2 contains 99341 members 
Mstep: Class 3 contains 350 members 
Mstep: Class 4 contains 155122 members 
Mstep: Class 5 contains 8617 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 7 contains 27307 members 
Mstep: Class 8 contains 16109 members 
Mstep: Class 9 contains 96699 members 
Mstep: Class 10 contains 334 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 12 contains 480 members 
Mstep: Class 13 contains 829 members 
Mstep: Class 15 contains 19071 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 20 contains 484 members 
Mstep: Class 23 contains 22019 members 
Mstep: Class 24 contains 12166 members 
Entering Unmasked Estep 
Score: -84928368.000000 Penalty: 66121.062500
Splitting cluster 20 changes total score from -84929144.000000 to -84928368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (22019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Entering Unmasked Estep 
Score: -3116932.000000 Penalty: 2479.916016
	Iteration 0F: 2 clusters Score -3116932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -3101492.250000 Penalty: 4959.832031
	Iteration 0F: 3 clusters Score -3101492 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -3106715.000000 Penalty: 4959.832031
	Iteration 1F: 3 clusters Score -3106715 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3107080.500000 Penalty: 4959.832031
	Iteration 2Q: 3 clusters Score -3107080 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -3107370.000000 Penalty: 4959.832031
	Iteration 3Q: 3 clusters Score -3107370 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3107582.000000 Penalty: 4959.832031
	Iteration 4Q: 3 clusters Score -3107582 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -3107783.500000 Penalty: 4959.832031
	Iteration 5Q: 3 clusters Score -3107784 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3107957.750000 Penalty: 4959.832031
	Iteration 6Q: 3 clusters Score -3107958 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -3108133.000000 Penalty: 4959.832031
	Iteration 7Q: 3 clusters Score -3108133 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3108323.500000 Penalty: 4959.832031
	Iteration 8Q: 3 clusters Score -3108324 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3108523.000000 Penalty: 4959.832031
	Iteration 9Q: 3 clusters Score -3108523 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3108763.250000 Penalty: 4959.832031
	Iteration 10Q: 3 clusters Score -3108763 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -3109018.250000 Penalty: 4959.832031
	Iteration 11Q: 3 clusters Score -3109018 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3109329.000000 Penalty: 4959.832031
	Iteration 12Q: 3 clusters Score -3109329 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -3109733.000000 Penalty: 4959.832031
	Iteration 13Q: 3 clusters Score -3109733 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3110234.000000 Penalty: 4959.832031
	Iteration 14Q: 3 clusters Score -3110234 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3110835.250000 Penalty: 4959.832031
	Iteration 15Q: 3 clusters Score -3110835 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3111405.500000 Penalty: 4959.832031
	Iteration 16Q: 3 clusters Score -3111406 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -3111941.250000 Penalty: 4959.832031
	Iteration 17Q: 3 clusters Score -3111941 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3112351.500000 Penalty: 4959.832031
	Iteration 18Q: 3 clusters Score -3112352 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3112688.000000 Penalty: 4959.832031
	Iteration 19Q: 3 clusters Score -3112688 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3112925.000000 Penalty: 4959.832031
	Iteration 20F: 3 clusters Score -3112925 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3113095.250000 Penalty: 4959.832031
	Iteration 21Q: 3 clusters Score -3113095 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3113240.000000 Penalty: 4959.832031
	Iteration 22Q: 3 clusters Score -3113240 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3113381.250000 Penalty: 4959.832031
	Iteration 23Q: 3 clusters Score -3113381 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3113509.750000 Penalty: 4959.832031
	Iteration 24Q: 3 clusters Score -3113510 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3113646.750000 Penalty: 4959.832031
	Iteration 25Q: 3 clusters Score -3113647 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -3113774.500000 Penalty: 4959.832031
	Iteration 26Q: 3 clusters Score -3113774 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3113900.000000 Penalty: 4959.832031
	Iteration 27Q: 3 clusters Score -3113900 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3113989.500000 Penalty: 4959.832031
	Iteration 28Q: 3 clusters Score -3113990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3114069.500000 Penalty: 4959.832031
	Iteration 29Q: 3 clusters Score -3114070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -3114138.750000 Penalty: 4959.832031
	Iteration 30Q: 3 clusters Score -3114139 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -3114195.000000 Penalty: 4959.832031
	Iteration 31Q: 3 clusters Score -3114195 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3114272.000000 Penalty: 4959.832031
	Iteration 32Q: 3 clusters Score -3114272 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3114341.250000 Penalty: 4959.832031
	Iteration 33Q: 3 clusters Score -3114341 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -3114407.000000 Penalty: 4959.832031
	Iteration 34Q: 3 clusters Score -3114407 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3114470.500000 Penalty: 4959.832031
	Iteration 35Q: 3 clusters Score -3114470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -3114520.500000 Penalty: 4959.832031
	Iteration 36Q: 3 clusters Score -3114520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3114560.000000 Penalty: 4959.832031
	Iteration 37Q: 3 clusters Score -3114560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3114598.250000 Penalty: 4959.832031
	Iteration 38Q: 3 clusters Score -3114598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3114622.000000 Penalty: 4959.832031
	Iteration 39Q: 3 clusters Score -3114622 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -3114642.750000 Penalty: 4959.832031
	Iteration 40F: 3 clusters Score -3114643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3114674.250000 Penalty: 4959.832031
	Iteration 41Q: 3 clusters Score -3114674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3114685.000000 Penalty: 4959.832031
	Iteration 42Q: 3 clusters Score -3114685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3114699.250000 Penalty: 4959.832031
	Iteration 43Q: 3 clusters Score -3114699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -3114717.500000 Penalty: 4959.832031
	Iteration 44Q: 3 clusters Score -3114718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3114721.000000 Penalty: 4959.832031
	Iteration 45Q: 3 clusters Score -3114721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3114734.750000 Penalty: 4959.832031
	Iteration 46Q: 3 clusters Score -3114735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -3114741.000000 Penalty: 4959.832031
	Iteration 47Q: 3 clusters Score -3114741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3114752.250000 Penalty: 4959.832031
	Iteration 48Q: 3 clusters Score -3114752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3114763.750000 Penalty: 4959.832031
	Iteration 49Q: 3 clusters Score -3114764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -3114770.000000 Penalty: 4959.832031
	Iteration 50Q: 3 clusters Score -3114770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -3114773.250000 Penalty: 4959.832031
	Iteration 51Q: 3 clusters Score -3114773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3114784.750000 Penalty: 4959.832031
	Iteration 52Q: 3 clusters Score -3114785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -3114790.250000 Penalty: 4959.832031
	Iteration 53Q: 3 clusters Score -3114790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3114796.250000 Penalty: 4959.832031
	Iteration 54Q: 3 clusters Score -3114796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3114799.500000 Penalty: 4959.832031
	Iteration 55Q: 3 clusters Score -3114800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -3114801.000000 Penalty: 4959.832031
	Iteration 56Q: 3 clusters Score -3114801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -3114804.750000 Penalty: 4959.832031
	Iteration 57Q: 3 clusters Score -3114805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -3114807.500000 Penalty: 4959.832031
	Iteration 58Q: 3 clusters Score -3114808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3114809.000000 Penalty: 4959.832031
	Iteration 59Q: 3 clusters Score -3114809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -3114815.500000 Penalty: 4959.832031
	Iteration 60F: 3 clusters Score -3114816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -3114818.500000 Penalty: 4959.832031
	Iteration 61Q: 3 clusters Score -3114818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3114820.500000 Penalty: 4959.832031
	Iteration 62Q: 3 clusters Score -3114820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3114818.750000 Penalty: 4959.832031
	Iteration 63Q: 3 clusters Score -3114819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3114818.000000 Penalty: 4959.832031
	Iteration 64Q: 3 clusters Score -3114818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3114818.500000 Penalty: 4959.832031
	Iteration 65Q: 3 clusters Score -3114818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3114817.500000 Penalty: 4959.832031
	Iteration 66Q: 3 clusters Score -3114818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3114817.500000 Penalty: 4959.832031
	Iteration 67F: 3 clusters Score -3114818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Entering Unmasked Estep 
Score: -1723308.875000 Penalty: 2332.787354
	Iteration 0F: 2 clusters Score -1723309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1714186.000000 Penalty: 4665.574707
	Iteration 0F: 3 clusters Score -1714186 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1716953.500000 Penalty: 4665.574707
	Iteration 1F: 3 clusters Score -1716954 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1717250.375000 Penalty: 4665.574707
	Iteration 2F: 3 clusters Score -1717250 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1717459.875000 Penalty: 4665.574707
	Iteration 3Q: 3 clusters Score -1717460 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1717603.875000 Penalty: 4665.574707
	Iteration 4Q: 3 clusters Score -1717604 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1717733.750000 Penalty: 4665.574707
	Iteration 5Q: 3 clusters Score -1717734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1717862.125000 Penalty: 4665.574707
	Iteration 6Q: 3 clusters Score -1717862 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1717974.625000 Penalty: 4665.574707
	Iteration 7Q: 3 clusters Score -1717975 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1718106.375000 Penalty: 4665.574707
	Iteration 8Q: 3 clusters Score -1718106 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1718248.500000 Penalty: 4665.574707
	Iteration 9Q: 3 clusters Score -1718248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1718418.875000 Penalty: 4665.574707
	Iteration 10Q: 3 clusters Score -1718419 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1718656.875000 Penalty: 4665.574707
	Iteration 11Q: 3 clusters Score -1718657 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1718937.750000 Penalty: 4665.574707
	Iteration 12Q: 3 clusters Score -1718938 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1719253.000000 Penalty: 4665.574707
	Iteration 13Q: 3 clusters Score -1719253 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1719633.625000 Penalty: 4665.574707
	Iteration 14Q: 3 clusters Score -1719634 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1720016.875000 Penalty: 4665.574707
	Iteration 15Q: 3 clusters Score -1720017 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1720388.000000 Penalty: 4665.574707
	Iteration 16Q: 3 clusters Score -1720388 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1720677.625000 Penalty: 4665.574707
	Iteration 17Q: 3 clusters Score -1720678 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1720864.500000 Penalty: 4665.574707
	Iteration 18Q: 3 clusters Score -1720864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1721003.000000 Penalty: 4665.574707
	Iteration 19Q: 3 clusters Score -1721003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1721102.750000 Penalty: 4665.574707
	Iteration 20F: 3 clusters Score -1721103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1721168.000000 Penalty: 4665.574707
	Iteration 21Q: 3 clusters Score -1721168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1721194.375000 Penalty: 4665.574707
	Iteration 22Q: 3 clusters Score -1721194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1721216.250000 Penalty: 4665.574707
	Iteration 23Q: 3 clusters Score -1721216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1721225.125000 Penalty: 4665.574707
	Iteration 24Q: 3 clusters Score -1721225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1721235.125000 Penalty: 4665.574707
	Iteration 25Q: 3 clusters Score -1721235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1721251.250000 Penalty: 4665.574707
	Iteration 26Q: 3 clusters Score -1721251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1721268.125000 Penalty: 4665.574707
	Iteration 27Q: 3 clusters Score -1721268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1721276.250000 Penalty: 4665.574707
	Iteration 28Q: 3 clusters Score -1721276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1721287.250000 Penalty: 4665.574707
	Iteration 29Q: 3 clusters Score -1721287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1721298.875000 Penalty: 4665.574707
	Iteration 30Q: 3 clusters Score -1721299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1721302.000000 Penalty: 4665.574707
	Iteration 31Q: 3 clusters Score -1721302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1721301.375000 Penalty: 4665.574707
	Iteration 32Q: 3 clusters Score -1721301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1721301.375000 Penalty: 4665.574707
	Iteration 33F: 3 clusters Score -1721301 nChanged 0
--- Evaluating fit on full set of 1847737 points ---
Entering Unmasked Estep 
Score: -255653824.000000 Penalty: 67991.671875
25->20 Clusters: Score -255653824.000000, best is -256195168.000000

Main iterations: 0 (time per=infms)
Total iterations: 39259 (time per=327.059783ms)
Iterations metric 2: 2781881827328.000000 (time per=4.615595ns)
Iterations metric 3: 83445510307840.000000 (time per=153.873348ps)

That took 12840.040039 seconds.
